diff --git a/frontend/public/schemas/20251121/linkml/01_custodian_name_modular.yaml b/frontend/public/schemas/20251121/linkml/01_custodian_name_modular.yaml
index 89ad94472c..6a9b085b02 100644
--- a/frontend/public/schemas/20251121/linkml/01_custodian_name_modular.yaml
+++ b/frontend/public/schemas/20251121/linkml/01_custodian_name_modular.yaml
@@ -35,94 +35,164 @@ default_prefix: hc
 imports:
   - linkml:types
   - modules/metadata
-  - modules/slots/20260202_matang/has_description
-  - modules/slots/20260202_matang/has_label
-  - modules/slots/20260202_matang/has_affiliation
-  - modules/slots/20260202_matang/changed_through
-  - modules/slots/20260202_matang/retrieved_at
+  - modules/slots/has_description
+
+  - modules/slots/has_label
+
+  - modules/slots/has_affiliation
+
+  - modules/slots/changed_through
+
+  - modules/slots/retrieved_at
+
   # collection_description ARCHIVED (2026-01-18) - migrated to has_or_had_description (Rule 53)
   # collection_name ARCHIVED (2026-01-18) - migrated to has_or_had_label (Rule 53)
   # collection_scope ARCHIVED (2026-01-18) - migrated to has_or_had_scope + CollectionScope (Rule 53)
-  - modules/slots/20260202_matang/has_scope
+  - modules/slots/has_scope
+
   # collections_under_responsibility ARCHIVED (2026-01-19) - migrated to is_or_was_responsible_for (Rule 53)
-  - modules/slots/20260202_matang/responsible_for
-  - modules/slots/20260202_matang/new/contact
-  - modules/slots/20260202_matang/new/created
+  - modules/slots/responsible_for
+
+  - modules/slots/has_contact_details
+
+  - modules/slots/begin_of_the_begin
+
   # has_collection ARCHIVED (2026-01-15) - migrated to has_or_had_collection (Rule 53)
-  - modules/slots/20260202_matang/has_collection
-  - modules/slots/20260202_matang/located_at
-  - modules/slots/20260202_matang/new/organizational_structure
+  - modules/slots/has_collection
+
+  - modules/slots/located_at
+
+  - modules/slots/has_structure
+
   # unit_name ARCHIVED (2026-01-14) - migrated to has_or_had_label (Rule 53)
   # unit_type ARCHIVED (2026-01-15) - migrated to has_or_had_type (Rule 53)
   # See: archive/slots/unit_type_archived_20260114.yaml for historical reference
-  - modules/slots/20260202_matang/new/parent_unit
-  - modules/slots/20260202_matang/new/staff_count
-  - modules/slots/20260202_matang/new/contact_point
-  - modules/slots/20260202_matang/new/staff_impact
+  - modules/slots/part_of
+
+  - modules/slots/has_staff
+
+  - modules/slots/has_contact_point
+
+  - modules/slots/has_staff
+
   # encompassing_body ARCHIVED (2025-01-15) - migrated to is_or_was_encompassed_by (Rule 53)
-  - modules/slots/20260202_matang/encompassed_by
+  - modules/slots/encompassed_by
+
   # variant_of_name ARCHIVED (2026-01-14) - migrated to has_or_had_variant_name (Rule 53)
-  - modules/slots/20260202_matang/new/justification
-  - modules/slots/20260202_matang/new/language
-  - modules/slots/20260202_matang/new/language_code
-  - modules/slots/20260202_matang/new/legal_form
-  - modules/slots/20260202_matang/new/legal_name
-  - modules/slots/20260202_matang/new/legal_status
-  - modules/slots/20260202_matang/new/legal_entity_type
-  - modules/slots/20260202_matang/new/legal_responsibility_basis
-  - modules/slots/20260202_matang/new/legal_responsibility_start_date
-  - modules/slots/20260202_matang/new/legal_responsibility_end_date
-  - modules/slots/20260202_matang/new/responsible_legal_entity
-  - modules/slots/20260202_matang/new/responsible_agent
-  - modules/slots/20260202_matang/new/method
-  - modules/slots/20260202_matang/new/modified
-  - modules/slots/20260202_matang/new/name_authority
-  - modules/slots/20260202_matang/new/name_validity_period
-  - modules/slots/20260202_matang/new/observation_context
-  - modules/slots/20260202_matang/new/observation_date
-  - modules/slots/20260202_matang/new/observed_name
+  - modules/slots/justified_by
+
+  - modules/slots/in_language
+
+  - modules/slots/has_code
+
+  - modules/slots/has_legal_form
+
+  - modules/slots/has_label
+
+  - modules/slots/has_status
+
+  - modules/slots/has_hypernym
+
+  - modules/slots/has_legal_basis
+
+  - modules/slots/has_legal_form
+
+  - modules/slots/has_legal_form
+
+  - modules/slots/has_accountable
+
+  - modules/slots/conducted_by
+
+  - modules/slots/has_method
+
+  - modules/slots/updated_at
+
+  - modules/slots/has_label
+
+  - modules/slots/temporal_extent
+
+  - modules/slots/has_context
+
+  - modules/slots/temporal_extent
+
+  - modules/slots/observe
+
   # REMOVED 2026-01-15: parent_custodian - archived and migrated (see slot_fixes.yaml)
-  - modules/slots/20260202_matang/new/place_designation
-  - modules/slots/20260202_matang/new/place_name
-  - modules/slots/20260202_matang/new/place_language
-  - modules/slots/20260202_matang/new/place_specificity
-  - modules/slots/20260202_matang/new/place_note
-  - modules/slots/20260202_matang/new/policy_id
-  - modules/slots/20260202_matang/new/policy_name
-  - modules/slots/20260202_matang/new/settlement
-  - modules/slots/20260202_matang/new/safeguarded_by
-  - modules/slots/20260202_matang/new/source
-  - modules/slots/20260202_matang/new/source_creator
-  - modules/slots/20260202_matang/new/source_date
-  - modules/slots/20260202_matang/new/source_type
-  - modules/slots/20260202_matang/new/source_uri
-  - modules/slots/20260202_matang/new/standardized_name
-  - modules/slots/20260202_matang/new/started_at_time
-  - modules/slots/20260202_matang/temporal_extent
-  - modules/slots/20260202_matang/new/preferred_label
-  - modules/slots/20260202_matang/new/place_designation
+  - modules/slots/has_label
+
+  - modules/slots/has_label
+
+  - modules/slots/in_language
+
+  - modules/slots/specified_as
+
+  - modules/slots/has_note
+
+  - modules/slots/identified_by
+
+  - modules/slots/has_label
+
+  - modules/slots/has_locality
+
+  - modules/slots/safeguarded_by
+  - modules/slots/has_source
+
+  - modules/slots/created_by
+
+  - modules/slots/temporal_extent
+
+  - modules/slots/has_type
+
+  - modules/slots/has_uri
+
+  - modules/slots/has_name
+
+  - modules/slots/begin_of_the_begin
+
+  - modules/slots/temporal_extent
+
+  - modules/slots/has_label
+
+  - modules/slots/has_label
+
   # valid_from and valid_to ARCHIVED (2026-01-14) - migrated to temporal_extent (Rule 53)
   # was_revision_of ARCHIVED (2026-01-15) - migrated to is_or_was_revision_of (Rule 53)
-  - modules/slots/20260202_matang/revision_of
+  - modules/slots/revision_of
+
   # Hub architecture slots
-  - modules/slots/20260202_matang/new/refers_to_custodian
-  - modules/slots/20260202_matang/new/observation_source
-  - modules/slots/20260202_matang/new/reconstruction_method
-  - modules/slots/20260202_matang/new/legal_entity_type
-  - modules/slots/20260202_matang/new/name_language
+  - modules/slots/refer_to
+
+  - modules/slots/has_source
+
+  - modules/slots/has_method
+
+  - modules/slots/has_hypernym
+
+  - modules/slots/in_language
+
   # PersonObservation slots (10 files - NEW in v0.6.0)
-  - modules/slots/20260202_matang/new/person_name
-  - modules/slots/20260202_matang/new/staff_role
-  - modules/slots/20260202_matang/new/role_title
-  - modules/slots/20260202_matang/affiliated_with
-  - modules/slots/20260202_matang/new/role_start_date
-  - modules/slots/20260202_matang/new/role_end_date
-  - modules/slots/20260202_matang/affected_by
-  - modules/slots/20260202_matang/has_email_address
-  - modules/slots/20260202_matang/has_staff_member
+  - modules/slots/has_name
+
+  - modules/slots/has_staff
+
+  - modules/slots/has_title
+
+  - modules/slots/affiliated_with
+
+  - modules/slots/begin_of_the_begin
+
+  - modules/slots/final_of_the_final
+
+  - modules/slots/affected_by
+
+  - modules/slots/has_email_address
+
+  - modules/slots/has_staff
+
   # observation_source already imported above
   # CustodianCollection + OrganizationalStructure collection management slots (2 files - NEW in v0.7.0)
-  - modules/slots/20260202_matang/new/managing_unit
+  - modules/slots/has_operational_unit
+
   # Enums (11 files - CustodianPrimaryTypeEnum ARCHIVED per Rule 9: Enum-to-Class Promotion)
   # See: schemas/20251121/linkml/archive/enums/CustodianPrimaryTypeEnum.yaml.archived_20260105
   - modules/enums/AgentTypeEnum
@@ -177,1106 +247,2177 @@ imports:
   # These define the types of record sets held by each archive type
   # Updated: all 92 archive types now have RecordSetTypes files
   # New slots for registration info
-  - modules/slots/20260202_matang/new/country
+  - modules/slots/in_country
+
   # website ARCHIVED (2025-01-15) - migrated to has_or_had_official_website (Rule 53)
-  - modules/slots/20260202_matang/new/jurisdiction
-  - modules/slots/20260202_matang/new/primary_register
-  - modules/slots/20260202_matang/new/legal_jurisdiction
+  - modules/slots/in_jurisdiction
+
+  - modules/slots/registered_at
+
+  - modules/slots/in_jurisdiction
+
   # New slots for identifier standards (NEW v0.9.1)
-  - modules/slots/20260202_matang/allocated_by
+  - modules/slots/allocated_by
+
   # also_identifies_name ARCHIVED (2026-01-15) - migrated (Rule 53)
   # Web portal relationship slots (NEW v0.9.5)
-  - modules/slots/20260202_matang/operated_by
+  - modules/slots/operated_by
+
   # NEW: Aggregation-related slots
-  - modules/slots/20260202_matang/aggregate_from
-  - modules/slots/20260202_matang/aggregated_by
+  - modules/slots/aggregate_from
+
+  - modules/slots/aggregated_by
+
   # Bidirectional/inverse property slots (NEW v0.9.7)
-  - modules/slots/20260202_matang/collection_of
-  - modules/slots/20260202_matang/has_member
-  - modules/slots/20260202_matang/member_of
+  - modules/slots/collection_of
+
+  - modules/slots/has_member
+
+  - modules/slots/member_of
+
   # Additional bidirectional slots (v0.9.8 - comprehensive navigation)
-  - modules/slots/20260202_matang/new/encompasses_or_encompassed
-  - modules/slots/20260202_matang/platform_of
-  - modules/slots/20260202_matang/allocate
-  - modules/slots/20260202_matang/new/is_legal_status_of
-  - modules/slots/20260202_matang/new/offers_donation_scheme
+  - modules/slots/encompass
+
+  - modules/slots/managed_by
+
+  - modules/slots/allocate
+
+  - modules/slots/belong_to
+
+  - modules/slots/offer
+
   # Rico:isOrWasHolderOf relationship slot (links custodians to record set types)
-  - modules/slots/20260202_matang/new/hold_or_held_record_set_type
-  - modules/slots/20260202_matang/new/record_note
-  - modules/slots/20260202_matang/new/organizational_principle
-  - modules/slots/20260202_matang/new/organizational_principle_uri
-  - modules/slots/20260202_matang/new/record_holder
-  - modules/slots/20260202_matang/new/record_holder_note
-  - modules/slots/20260202_matang/new/scope_include
-  - modules/slots/20260202_matang/new/scope_exclude
-  - modules/slots/20260202_matang/new/preservation_note
-  - modules/slots/20260202_matang/new/privacy_note
-  - modules/slots/20260202_matang/new/legal_note
+  - modules/slots/hold_record_set
+
+  - modules/slots/has_note
+
+  - modules/slots/has_policy
+
+  - modules/slots/has_policy
+
+  - modules/slots/has_custodian
+
+  - modules/slots/safeguarded_by
+
+  - modules/slots/has_scope
+
+  - modules/slots/has_scope
+
+  - modules/slots/has_note
+
+  - modules/slots/has_note
+
+  - modules/slots/has_note
+
   # broader_type ARCHIVED (2026-01-14) - migrated to has_or_had_hypernym (Rule 53)
   # See: archive/slots/broader_type_archived_20260114.yaml for historical reference
-  - modules/slots/20260202_matang/new/narrower_type
+  - modules/slots/has_hyponym
+
   # custodian_type_broader ARCHIVED (2026-01-09) - SKOS hierarchy now defined locally in CustodianType.yaml
   # See: archive/slots/custodian_type_broader.yaml for historical reference
-  - modules/slots/20260202_matang/new/organization_type
-  - modules/slots/20260202_matang/new/organization_legal_form
-  - modules/slots/20260202_matang/new/membership_criteria
+  - modules/slots/has_type
+
+  - modules/slots/has_legal_form
+
+  - modules/slots/has_membership_criteria
+
   # community_engagement ARCHIVED 2026-01-19 - migrated to has_or_had_activity (imported above)
-  - modules/slots/20260202_matang/new/service_offering
-  - modules/slots/20260202_matang/new/record_type
-  - modules/slots/20260202_matang/new/society_focus
-  - modules/slots/20260202_matang/new/platform_type_id
-  - modules/slots/20260202_matang/new/platform_type_category
-  - modules/slots/20260202_matang/new/portal_type_category
-  - modules/slots/20260202_matang/new/portal_typical_domain
-  - modules/slots/20260202_matang/has_scope
-  - modules/slots/20260202_matang/new/social_media_platform_category
-  - modules/slots/20260202_matang/new/social_media_url_pattern
-  - modules/slots/20260202_matang/new/social_media_wikidata_id
-  - modules/slots/20260202_matang/new/post_type_category
-  - modules/slots/20260202_matang/new/post_type_ephemeral
-  - modules/slots/20260202_matang/new/post_type_max_duration
-  - modules/slots/20260202_matang/new/post_type_media_format
-  - modules/slots/20260202_matang/new/post_type_supported_platform
-  - modules/slots/20260202_matang/new/post_type_schema_org_type
-  - modules/slots/20260202_matang/new/post_type_activity_streams_type
-  - modules/slots/20260202_matang/new/role_category
-  - modules/slots/20260202_matang/new/includes_timestamp
-  - modules/slots/20260202_matang/has_segment
-  - modules/slots/20260202_matang/equivalent_to
-  - modules/slots/20260202_matang/related_to
-  - modules/slots/20260202_matang/has_branch
-  - modules/slots/20260202_matang/has_provenance_path
-  - modules/slots/20260202_matang/acquired_through
-  - modules/slots/20260202_matang/has_use_case
-  - modules/slots/20260202_matang/has_content
-  - modules/slots/20260202_matang/has_quantity
-  - modules/slots/20260202_matang/new/supersedes_or_superseded
-  - modules/slots/20260202_matang/has_text
-  - modules/slots/20260202_matang/has_summary
-  - modules/slots/20260202_matang/has_language
-  - modules/slots/20260202_matang/identified_by
-  - modules/slots/20260202_matang/new/field_number
-  - modules/slots/20260202_matang/new/sampling_protocol
-  - modules/slots/20260202_matang/new/habitat_description
-  - modules/slots/20260202_matang/has_accreditation
-  - modules/slots/20260202_matang/protocol_version
-  - modules/slots/20260202_matang/has_custodian_observation
-  - modules/slots/20260202_matang/has_custodian_name
-  - modules/slots/20260202_matang/new/has_archive_path
-  - modules/slots/20260202_matang/has_section
-  - modules/slots/20260202_matang/protocol_name
-  - modules/slots/20260202_matang/new/states_or_stated
-  - modules/slots/20260202_matang/has_currency
-  - modules/slots/20260202_matang/new/transmits_or_transmitted_through
-  - modules/slots/20260202_matang/new/legacy_planning
-  - modules/slots/20260202_matang/new/personal_collection_subtype
-  - modules/slots/20260202_matang/new/preservation_approach
-  - modules/slots/20260202_matang/new/creator
-  - modules/slots/20260202_matang/new/major_city
-  - modules/slots/20260202_matang/new/outbound_to
-  - modules/slots/20260202_matang/access_restricted
-  - modules/slots/20260202_matang/new/warrants_or_warranted
-  - modules/slots/20260202_matang/new/uses_or_used_technique
-  - modules/slots/20260202_matang/new/uses_or_used
-  - modules/slots/20260202_matang/new/takes_or_took_place_at
-  - modules/slots/20260202_matang/new/takes_or_took_comission
-  - modules/slots/20260202_matang/new/stores_or_stored
-  - modules/slots/20260202_matang/new/starts_or_started_at_location
-  - modules/slots/20260202_matang/new/start_time
-  - modules/slots/20260202_matang/new/end_time
-  - modules/slots/20260202_matang/new/start_seconds
-  - modules/slots/20260202_matang/new/end_seconds
-  - modules/slots/20260202_matang/new/start_seconds
-  - modules/slots/20260202_matang/new/start_of_the_start
-  - modules/slots/20260202_matang/new/standards_compliance
-  - modules/slots/20260202_matang/new/standards_applied
-  - modules/slots/20260202_matang/new/staff_id
-  - modules/slots/20260202_matang/new/square_meters
-  - modules/slots/20260202_matang/new/speech_text
-  - modules/slots/20260202_matang/new/speech_language_confidence
-  - modules/slots/20260202_matang/new/speech_language
-  - modules/slots/20260202_matang/new/speech_detected
-  - modules/slots/20260202_matang/new/spectrum_procedure
-  - modules/slots/20260202_matang/new/specimen_type
-  - modules/slots/20260202_matang/new/specimen_count
-  - modules/slots/20260202_matang/new/specifies_or_specified
-  - modules/slots/20260202_matang/new/specificity_timestamp
-  - modules/slots/20260202_matang/new/specificity_score
-  - modules/slots/20260202_matang/new/specificity_rationale
-  - modules/slots/20260202_matang/new/specificity_agent
-  - modules/slots/20260202_matang/new/specification_url
-  - modules/slots/20260202_matang/new/specialized_place
-  - modules/slots/20260202_matang/new/special_requirement
-  - modules/slots/20260202_matang/new/special_collection
-  - modules/slots/20260202_matang/new/speaker_label
-  - modules/slots/20260202_matang/new/speaker_id
-  - modules/slots/20260202_matang/new/speaker_count
-  - modules/slots/20260202_matang/new/spatial_resolution
-  - modules/slots/20260202_matang/new/sparql_endpoint
-  - modules/slots/20260202_matang/new/space_name
-  - modules/slots/20260202_matang/new/space_description
-  - modules/slots/20260202_matang/new/source_video_url
-  - modules/slots/20260202_matang/new/source_video
-  - modules/slots/20260202_matang/new/source_url
-  - modules/slots/20260202_matang/new/source_section
-  - modules/slots/20260202_matang/new/source_organization
-  - modules/slots/20260202_matang/new/source_metadata
-  - modules/slots/20260202_matang/new/source_language_auto_detected
-  - modules/slots/20260202_matang/new/source_file
-  - modules/slots/20260202_matang/new/source_dataset
-  - modules/slots/20260202_matang/new/sound_events_detected
-  - modules/slots/20260202_matang/new/social_media_profile_id
-  - modules/slots/20260202_matang/new/social_media_platform_type_id
-  - modules/slots/20260202_matang/new/social_media_platform_name
-  - modules/slots/20260202_matang/new/social_media_platform_description
-  - modules/slots/20260202_matang/new/social_media_heritage_use_case
-  - modules/slots/20260202_matang/new/social_media_feature
-  - modules/slots/20260202_matang/new/social_media_example_profile
-  - modules/slots/20260202_matang/new/snr_db
-  - modules/slots/20260202_matang/new/slug
-  - modules/slots/20260202_matang/new/skill
-  - modules/slots/20260202_matang/new/site_portfolio
-  - modules/slots/20260202_matang/new/silence_total_seconds
-  - modules/slots/20260202_matang/new/short_name
-  - modules/slots/20260202_matang/new/shop_type
-  - modules/slots/20260202_matang/new/shipping_method
-  - modules/slots/20260202_matang/new/shelf_number
-  - modules/slots/20260202_matang/new/shelf_mark
-  - modules/slots/20260202_matang/new/shares_catalog_with_main
-  - modules/slots/20260202_matang/new/sex
-  - modules/slots/20260202_matang/new/settlement_name
-  - modules/slots/20260202_matang/new/setpoint_value
-  - modules/slots/20260202_matang/new/setpoint_unit
-  - modules/slots/20260202_matang/new/setpoint_type
-  - modules/slots/20260202_matang/new/setpoint_tolerance
-  - modules/slots/20260202_matang/new/setpoint_min
-  - modules/slots/20260202_matang/new/setpoint_max
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+  - modules/slots/transferred
+
+  - modules/slots/threatened_by
+
+  - modules/slots/located_at
+
+  - modules/slots/tax_deductible
+
+  - modules/slots/superseded_by
+
+  - modules/slots/succeeded_by
+
+  - modules/slots/part_of
+
+  - modules/slots/part_of
+
+  - modules/slots/stored_at
+
+  - modules/slots/required
+
+  - modules/slots/published_by
+
+  - modules/slots/published_at
+
+  - modules/slots/managed_by
+
+  - modules/slots/part_of
+
+  - modules/slots/part_of
+
+  - modules/slots/managed_by
+
+  - modules/slots/located_in
+
+  - modules/slots/located_in
+
+  - modules/slots/listed_in
+
+  - modules/slots/involved_in
+
+  - modules/slots/instantiated_as
+
+  - modules/slots/instance_of
+
+  - modules/slots/indexed_as
+
+  - modules/slots/included_in
+
+  - modules/slots/generated_by
+
+  - modules/slots/founded_through
+
+  - modules/slots/extracted_through
+
+  - modules/slots/derive_from
+
+  - modules/slots/deployed_through
+
+  - modules/slots/decommissioned_at
+
+  - modules/slots/created_through
+
+  - modules/slots/caused_by
+
+  - modules/slots/categorized_as
+
+  - modules/slots/based_on
+
+  - modules/slots/available
+
+  - modules/slots/associated_with
+
+  - modules/slots/asserted_by
+
+  - modules/slots/archived_in
+
+  - modules/slots/archived_at
+
+  - modules/slots/department_of
+
+  - modules/slots/approximate
+  - modules/slots/approved_by
+
+  - modules/slots/appreciated
+
+  - modules/slots/appended_with
+
+  - modules/slots/alternative_form_of
+
+  - modules/slots/has_function
+
+  - modules/slots/allocated_to
+
+  - modules/slots/allocated_budget
+
+  - modules/slots/active_since
+
+  - modules/slots/acquired_by
+
+  - modules/slots/has_digital_presence
+
+  - modules/slots/has_access_policy
+
+  - modules/slots/published_by
+
+  - modules/slots/has_status
+
+  - modules/slots/mandatory
+
+  - modules/slots/appropriate_for
+
+  - modules/slots/licensed_as
+
+  - modules/slots/leased_by
+
+  - modules/slots/inferred_by
+
+  - modules/slots/has_boundary
+
+  - modules/slots/related_to
+
+  - modules/slots/approximate
+
+  - modules/slots/embedded_on
+
+  - modules/slots/deceased
+
+  - modules/slots/current
+
+  - modules/slots/has_caption
+
+  - modules/slots/branch_of
+
+  - modules/slots/branch_of
+
+  - modules/slots/in_background
+
+  - modules/slots/auxiliary_of
+
+  - modules/slots/auxiliary_of
+
+  - modules/slots/approximate
+
+  - modules/slots/annex_of
+
+  - modules/slots/current
+
+  - modules/slots/accredited_with
+
+  - modules/slots/has_accessibility_feature
+
+  - modules/slots/has_inventory
+
+  - modules/slots/identified_by
+
+  - modules/slots/has_scope
+
+  - modules/slots/funded_by
+
+  - modules/slots/has_service
+
+  - modules/slots/has_hyponym
+
+  - modules/slots/has_insurance
+
+  - modules/slots/has_insurance
+
+  - modules/slots/has_insurance
+
+  - modules/slots/associated_with
+
+  - modules/slots/has_url
+
+  - modules/slots/has_function
+
+  - modules/slots/instance_of
+
+  - modules/slots/installed_in
+
+  - modules/slots/installed_at
+
+  - modules/slots/has_inscription
+
+  - modules/slots/has_budget
+
+  - modules/slots/initial_of_the_initial
+  - modules/slots/has_initials
+
+  - modules/slots/hold_session
+
+  - modules/slots/has_provenance
+
+  - modules/slots/has_benchmark
+
+  - modules/slots/has_benchmark
+
+  - modules/slots/indicate
+
+  - modules/slots/identify
+
+  - modules/slots/has_speaker
+
+  - modules/slots/has_sound
+
+  - modules/slots/mask
+
+  - modules/slots/include
+
+  - modules/slots/track
+
+  - modules/slots/has_music
+
+  - modules/slots/has_transcription
+
+  - modules/slots/has_bounding_box
+
+  - modules/slots/originate_from
+
+  - modules/slots/has_garden
+
+  - modules/slots/has_wifi
+  - modules/slots/has_access_policy
+
+  - modules/slots/in_script
+
+  - modules/slots/has_version
+
+  - modules/slots/has_venue
+
+  - modules/slots/has_url
+
+  - modules/slots/has_measurement_unit
+
+  - modules/slots/has_type
+
+  - modules/slots/has_threshold
+
+  - modules/slots/has_treatment
+
+  - modules/slots/has_token
+
+  - modules/slots/has_title
+
+  - modules/slots/has_timestamp
+
+  - modules/slots/has_time_interval
+
+  - modules/slots/has_thumbnail
+
+  - modules/slots/has_threshold
+
+  - modules/slots/has_technological_infrastructure
+
+  - modules/slots/symbolized_by
+
+  - modules/slots/has_supplier
+
+  - modules/slots/has_subject
+
+  - modules/slots/has_status
+
+  - modules/slots/has_standard
+
+  - modules/slots/has_specification
+
+  - modules/slots/has_source
+
+  - modules/slots/has_profile
+
+  - modules/slots/has_significance
+
+  - modules/slots/has_setpoint
+
+  - modules/slots/has_service_area
+
+  - modules/slots/has_service
+
+  - modules/slots/in_series
+
+  - modules/slots/has_score
+
+  - modules/slots/has_type
+
+  - modules/slots/temporal_extent
+
+  - modules/slots/has_style
+
+  - modules/slots/has_role
+
+  - modules/slots/has_revenue
+
+  - modules/slots/restricted_by
+
+  - modules/slots/responsible_for
+
+  - modules/slots/has_resolution
+
+  - modules/slots/require
+
+  - modules/slots/has_reply
+
+  - modules/slots/has_rationale
+
+  - modules/slots/has_rank
+
+  - modules/slots/has_range
+
+  - modules/slots/has_publisher
+
+  - modules/slots/has_profile
+
+  - modules/slots/has_price
+
+  - modules/slots/has_policy
+
+  - modules/slots/in_place
+
+  - modules/slots/in_period
+
+  - modules/slots/has_percentage
+
+  - modules/slots/owned_by
+
+  - modules/slots/organized_by
+
+  - modules/slots/has_operating_hours
+
+  - modules/slots/has_objective
+
+  - modules/slots/has_note
+
+  - modules/slots/has_notation
+
+  - modules/slots/has_name
+
+  - modules/slots/has_model
+
+  - modules/slots/has_mode
+
+  - modules/slots/has_methodology
+
+  - modules/slots/has_method
+
+  - modules/slots/has_measurement_unit
+
+  - modules/slots/has_measurement_type
+
+  - modules/slots/measure
+
+  - modules/slots/has_main_part
+
+  - modules/slots/has_location
+
+  - modules/slots/has_liability
+
+  - modules/slots/receive_investment
+
+  - modules/slots/has_image
+
+  - modules/slots/has_hyponym
+
+  - modules/slots/has_hypernym
+
+  - modules/slots/headed_by
+
+  - modules/slots/has_geographic_subdivision
+
+  - modules/slots/geographic_extent
+
+  - modules/slots/has_function
+
+  - modules/slots/has_frequency
+
+  - modules/slots/has_format
+
+  - modules/slots/has_fonds
+
+  - modules/slots/has_feature
+
+  - modules/slots/has_facility
+
+  - modules/slots/has_expense
+
+  - modules/slots/exhibit
+
+  - modules/slots/has_edition
+
+  - modules/slots/has_domain
+
+  - modules/slots/has_documentation
+
+  - modules/slots/has_direction
+
+  - modules/slots/has_digital_platform
+
+  - modules/slots/detect
+
+  - modules/slots/has_custodian
+
+  - modules/slots/has_contact_point
+
+  - modules/slots/has_contact_details
+
+  - modules/slots/has_component
+
+  - modules/slots/commented_on
+
+  - modules/slots/has_code
+
+  - modules/slots/has_chapter
+
+  - modules/slots/categorized_as
+
+  - modules/slots/has_carrier
+
+  - modules/slots/has_caption
+
+  - modules/slots/has_capacity
+
+  - modules/slots/canonized_as
+
+  - modules/slots/has_budget
+
+  - modules/slots/has_benefit
+
+  - modules/slots/has_beneficiary
+
+  - modules/slots/has_base
+
+  - modules/slots/related_to
+
+  - modules/slots/has_authority
+
+  - modules/slots/has_author
+
+  - modules/slots/has_asset
+
+  - modules/slots/has_quantity
+
+  - modules/slots/has_alignment
+
+  - modules/slots/has_agent
+
+  - modules/slots/has_accessibility_feature
+
+  - modules/slots/has_microfilm_reader
+  - modules/slots/has_locker
+  - modules/slots/has_score
+
+  - modules/slots/final_of_the_final
+  - modules/slots/filter
+
+  - modules/slots/identified_by
+
+  - modules/slots/has_note
+
+  - modules/slots/has_label
+
+  - modules/slots/located_at
+
+  - modules/slots/estimate
+
+  - modules/slots/end_of_the_end
+
+  - modules/slots/end_of_the_begin
+
+  - modules/slots/emphasize
+
+  - modules/slots/categorized_as
+
+  - modules/slots/has_type
+
+  - modules/slots/describe
+
+  - modules/slots/derive_from
+
+  - modules/slots/degree_of_certainty
+
+  - modules/slots/has_repository
+
+  - modules/slots/received_by
+
+  - modules/slots/has_provenance
+
+  - modules/slots/related_to
+
+  - modules/slots/has_hyponym
+
+  - modules/slots/has_hypernym
+
+  - modules/slots/has_type
+
+  - modules/slots/has_type
+
+  - modules/slots/managed_by
+
+  - modules/slots/has_provenance
+
+  - modules/slots/has_percentage
+
+  - modules/slots/used_for
+
+  - modules/slots/located_at
+
+  - modules/slots/safeguarded_by
+
+  - modules/slots/has_quantity
+
+  - modules/slots/exhibit
+
+  - modules/slots/symbolized_by
+
+  - modules/slots/has_code
+
+  - modules/slots/has_currency
+
+  - modules/slots/curate
+
+  - modules/slots/curated_by
+  - modules/slots/has_protocol
+
+  - modules/slots/focus_on
+
+  - modules/slots/categorized_as
+
+  - modules/slots/has_cuisine
+
+  - modules/slots/has_selector
+
+  - modules/slots/require
+
+  - modules/slots/created_by
+
+  - modules/slots/temporal_extent
+
+  - modules/slots/created_in
+
+  - modules/slots/created_by
+
+  - modules/slots/document
+
+  - modules/slots/created_by
+
+  - modules/slots/begin_of_the_begin
+
+  - modules/slots/created_by
+
+  - modules/slots/has_version
+
+  - modules/slots/cover
+
+  - modules/slots/cover_country
+
+  - modules/slots/has_service_area
+
+  - modules/slots/cover_geographic_subdivision
+
+  - modules/slots/has_material_type
+
+  - modules/slots/has_cover_image
+
+  - modules/slots/related_to
+
+  - modules/slots/require
+
+  - modules/slots/has_courier
+
+  - modules/slots/in_country
+
+  - modules/slots/in_country
+
+  - modules/slots/has_expense
+
+  - modules/slots/has_currency
+
+  - modules/slots/has_expense
+
+  - modules/slots/integrate
+
+  - modules/slots/has_edition
+
+  - modules/slots/has_note
+
+  - modules/slots/has_coordinates
+
+  - modules/slots/has_reference_system
+
+  - modules/slots/has_label
+
+  - modules/slots/has_numerator
+
+  - modules/slots/has_denominator_data
+
+  - modules/slots/has_code
+
+  - modules/slots/supported_by
+
+  - modules/slots/begin_of_the_begin
+
+  - modules/slots/contribute_to
+
+  - modules/slots/store
+
+  - modules/slots/has_url
+
+  - modules/slots/has_content
+
+  - modules/slots/has_title
+
+  - modules/slots/based_on
+
+  - modules/slots/identified_by
+
+  - modules/slots/encoded_as
+
+  - modules/slots/changed_through
+
+  - modules/slots/has_content
+
+  - modules/slots/has_content_block
+
+  - modules/slots/has_text
+
+  - modules/slots/has_facility
+
+  - modules/slots/cover_place
+
+  - modules/slots/contain_storage_unit
+
+  - modules/slots/contain_collection
+
+  - modules/slots/contain
+
+  - modules/slots/consume
+
+  - modules/slots/constructed_on
+
+  - modules/slots/constructed_on
+
+  - modules/slots/has_constituent
+
+  - modules/slots/affiliated_with
+
+  - modules/slots/conserved_by
+
+  - modules/slots/has_status
+
+  - modules/slots/expertise_in
+
+  - modules/slots/has_note
+
+  - modules/slots/has_laboratory
+
+  - modules/slots/has_provenance
+
+  - modules/slots/offer_program
+
+  - modules/slots/connect_through
+
+  - modules/slots/has_text
+
+  - modules/slots/document
+
+  - modules/slots/categorized_as
+
+  - modules/slots/associated_with
+
+  - modules/slots/has_label
+
+  - modules/slots/located_at
+
+  - modules/slots/has_url
+
+  - modules/slots/identified_by
+
+  - modules/slots/comply_with
+
+  - modules/slots/collect
+
+  - modules/slots/classify
+
+  - modules/slots/change_ownership_to
+
+  - modules/slots/change_ownership_from
+
+  - modules/slots/begin_of_the_end
+
+  - modules/slots/begin_of_the_begin
+
+  - modules/slots/assert
+
+  - modules/slots/apply_to
+
+  - modules/slots/analyze
+
+  - modules/slots/allow
+
+  - modules/slots/affect
+
+  - modules/slots/accept
+
   - modules/classes/ReconstructedEntity
   - modules/classes/ProcessorAgent
   - modules/classes/Percentage
@@ -1288,7 +2429,8 @@ imports:
   - modules/classes/AccessPolicy
   - modules/classes/AccessTriggerEvent
   - modules/classes/Accumulation
-  - modules/classes/ChAnnotatorAnnotationProvenance
+  - modules/classes/ArchiveOrganizationType
+  - modules/classes/AnnotatorAnnotationProvenance
   - modules/classes/AccountIdentifier
   - modules/classes/Label
   - modules/classes/Description
diff --git a/frontend/public/schemas/20251121/linkml/alias_to_canonical_mapping.json b/frontend/public/schemas/20251121/linkml/alias_to_canonical_mapping.json
new file mode 100644
index 0000000000..0efe15cab4
--- /dev/null
+++ b/frontend/public/schemas/20251121/linkml/alias_to_canonical_mapping.json
@@ -0,0 +1,1746 @@
+{
+  "about_digital_presence": "has_digital_presence",
+  "accepts_or_accepted": "accept",
+  "accumulates": "collect",
+  "acquires": "collect",
+  "affected_by_event": "affected_by",
+  "affects_or_affect": "affect",
+  "affects_or_affected": "affect",
+  "aggregates_or_aggregated_from": "aggregate_from",
+  "allocates_or_allocated": "allocate",
+  "allows_or_allowed": "allow",
+  "alphabetical_order": "official_name_sort",
+  "analyse": "analyze",
+  "analyzes_or_analyzed": "analyze",
+  "api_ver": "has_version",
+  "applies_or_applied_to - is_or_was_apply_to": "apply_to",
+  "archive_department_of": "department_of",
+  "archive_path": "has_provenance",
+  "area_served": "has_scope",
+  "arranged_as": "arranged_as",
+  "asserts_or_asserted - is_or_was_assert": "assert",
+  "assigns": "allocate",
+  "based_on_claim": "based_on",
+  "can_or_could_be_fulfilled_by": "fulfilled_by",
+  "can_or_could_be_retrieved_from": "retrieved_from",
+  "catalogued_in": "listed_in",
+  "catalogues_or_catalogued": "catalogue",
+  "ceases_or_ceased_through": "ceased_through",
+  "changes_or_changed_ownership_from": "change_ownership_from",
+  "changes_or_changed_ownership_to": "change_ownership_to",
+  "changes_or_changed_through": "changed_through",
+  "chapter_end_time": "end_of_the_end",
+  "chapters": "has_chapter",
+  "classification_code": "has_code",
+  "classifies_or_classified": "classify",
+  "collects_from": "aggregate_from",
+  "collects_or_collected": "collect",
+  "complies_or_complied_with": "comply_with",
+  "condition_after": "final_of_the_final",
+  "condition_before": "initial_of_the_initial",
+  "confidence_score": "has_score",
+  "connection_heritage_relevant": "related_to",
+  "connection_heritage_type": "related_to",
+  "connection_id": "identified_by",
+  "connection_linkedin_url": "has_url",
+  "connection_location": "located_at",
+  "connection_name": "has_label",
+  "connection_organization": "associated_with",
+  "connections_by_heritage_type": "categorized_as",
+  "connections_extracted": "document",
+  "connections_text": "has_text",
+  "connectivity_type": "connect_through",
+  "conservation_breeding": "offer_program",
+  "conservation_history": "has_provenance",
+  "conservation_lab": "has_laboratory",
+  "conservation_note": "has_note",
+  "conservation_specialization": "expertise_in",
+  "conservation_status": "has_status",
+  "conservator": "conserved_by",
+  "conservator_affiliation": "affiliated_with",
+  "constituent_type": "has_constituent",
+  "construction_date": "constructed_on",
+  "construction_date_precision": "constructed_on",
+  "consumes_or_consumed": "consume",
+  "contact": "has_contact_details",
+  "contact_point": "has_contact_point",
+  "contain_contains_unit": "contain_unit",
+  "contains_or_contained": "contain",
+  "contains_or_contained_collection": "contain_collection",
+  "contains_or_contained_contains_unit": "contain_storage_unit",
+  "contains_or_contained_covers_settlement": "contain_covers_settlement",
+  "contains_storage": "has_facility",
+  "content": "has_text",
+  "content_category": "has_content",
+  "content_changed": "changed_through",
+  "content_hash": "encoded_as",
+  "content_id": "identified_by",
+  "content_origin": "based_on",
+  "content_title": "has_title",
+  "content_type": "has_content",
+  "content_url": "has_url",
+  "contents_description": "store",
+  "contributes_or_contributed": "contribute_to",
+  "contributes_to": "contribute_to",
+  "contribution_start_date": "begin_of_the_begin",
+  "contributor": "supported_by",
+  "contributor_code": "has_code",
+  "conversion_source_population": "has_denominator_data",
+  "conversion_target_action": "has_numerator",
+  "conversion_type_label": "has_label",
+  "coordinate_reference_system": "has_reference_system",
+  "coordinates": "has_coordinates",
+  "copy_note": "has_note",
+  "copy_number": "has_edition",
+  "corporate_integration": "integrate",
+  "cost": "has_expense",
+  "cost_currency": "has_currency",
+  "cost_usd": "has_expense",
+  "country": "in_country",
+  "country_code": "in_country",
+  "country_name": "in_country",
+  "courier_detail": "has_courier",
+  "courier_required": "require",
+  "court_types_covered": "related_to",
+  "cover_image_url": "has_cover_image",
+  "cover_material": "has_material_type",
+  "cover_or_covered_subregion": "cover_geographic_subdivision",
+  "coverage": "has_scope",
+  "coverage_area": "has_service_area",
+  "covers_country": "cover_country",
+  "covers_full_video": "cover",
+  "crawler_version": "has_version",
+  "created": "begin_of_the_begin",
+  "created_by_project": "created_by",
+  "created_date": "begin_of_the_begin",
+  "creating_agency": "created_by",
+  "creating_function": "document",
+  "creating_organization": "created_by",
+  "creation_place": "created_in",
+  "creation_timespan": "temporal_extent",
+  "creator": "created_by",
+  "creator_role": "created_by",
+  "credentials_required": "require",
+  "css_selector": "has_selector",
+  "cuisine_type": "has_cuisine",
+  "cultural_context": "categorized_as",
+  "cultural_focus_area": "focus_on",
+  "cultural_protocol_url": "has_protocol",
+  "curated_holding": "curate",
+  "currency": "has_currency",
+  "currency_code": "has_code",
+  "currency_symbol": "symbolized_by",
+  "current_exhibition": "exhibit",
+  "current_item_count": "has_quantity",
+  "current_keeper": "safeguarded_by",
+  "current_location": "located_at",
+  "current_use": "used_for",
+  "current_utilization_percent": "has_percentage",
+  "custodial_history": "has_provenance",
+  "custodian": "managed_by",
+  "custodian_only": "has_type",
+  "custodian_type": "has_type",
+  "custodian_type_broader": "has_hypernym",
+  "custodian_type_narrower": "has_hyponym",
+  "custodian_type_related": "related_to",
+  "custody_history": "has_provenance",
+  "custody_received_by": "received_by",
+  "data_repository": "has_repository",
+  "date_value": "has_timestamp",
+  "defines_or_defined": "define",
+  "degree_of_certainty": "degree_of_certainty",
+  "derived_from": "derive_from",
+  "derives_or_derived_from": "derive_from",
+  "describes_or_described": "describe",
+  "description_type": "has_type",
+  "digital_presence": "has_digital_presence",
+  "dissolved_through": "ceased_through",
+  "distributes": "allocate",
+  "documents_or_documented": "document",
+  "downloaded_from": "retrieved_from",
+  "draws_or_drew_opinion": "opiniate",
+  "dutch_context": "categorized_as",
+  "emphasizes_or_emphasized": "emphasize",
+  "en": "has_language",
+  "encoding_format": "has_format",
+  "encompasses_or_encompassed": "encompass",
+  "end_of_begin": "end_of_the_begin",
+  "end_of_end": "end_of_the_end",
+  "end_seconds": "end_of_the_end",
+  "end_time": "end_of_the_end",
+  "endorsement_source": "has_source",
+  "ends_or_ended_at_location": "has_location",
+  "estimates_or_estimated": "estimate",
+  "examines": "analyze",
+  "example_location": "located_at",
+  "example_name": "has_label",
+  "example_note": "has_note",
+  "example_wikidata_id": "identified_by",
+  "excludes_or_excluded": "exclude",
+  "exhibits_or_exhibited": "exhibit",
+  "expires_on_expired_at": "expired_at",
+  "exposes_or_exposed": "exposed_to",
+  "extent": "has_quantity",
+  "extent_item": "has_quantity",
+  "extracted_using": "extracted_through",
+  "fetched_from": "retrieved_from",
+  "field_number": "identified_by",
+  "file_format": "has_format",
+  "filters_or_filtered": "filter",
+  "full_name": "has_name",
+  "generates_or_generated": "generate",
+  "governance_clause": "has_summary",
+  "governance_representative": "represented_by",
+  "governance_role": "has_role",
+  "governing_body": "governed_by",
+  "grant_access_to": "grant_access_to",
+  "grants_or_granted": "grant",
+  "grants_or_granted_access_through": "grant_access_to",
+  "grants_permission": "allow",
+  "habitat": "has_habitat",
+  "habitat_description": "has_habitat",
+  "halc_adm1_code": "has_code",
+  "harvests_from": "aggregate_from",
+  "has__appellation_value": "has_value",
+  "has_access_restriction": "access_restricted",
+  "has_accumulation": "accumulated_at",
+  "has_accumulation_end_date": "end_of_the_end",
+  "has_accumulation_start_date": "begin_of_the_begin",
+  "has_accuracy_in_meters": "accuracy",
+  "has_acquisition_history": "has_provenance",
+  "has_admin_staff_count": "has_staff",
+  "has_administration_name": "has_label",
+  "has_animal_species_count": "contain",
+  "has_annex_reason": "has_rationale",
+  "has_api_version": "has_version",
+  "has_appellation_type": "has_type",
+  "has_applicable_country": "applicable_in",
+  "has_appraisal_note": "has_note",
+  "has_approval_date": "approved_on",
+  "has_archdiocese_name": "has_label",
+  "has_architectural_style": "has_style",
+  "has_archival_reference": "has_reference",
+  "has_archive_path": "has_provenance_path",
+  "has_articles_archival_stage": "archived_as",
+  "has_articles_document_url": "has_url",
+  "has_artwork_count": "has_quantity",
+  "has_assessment": "assessed_as",
+  "has_audio_quality_score": "has_score",
+  "has_author_name": "has_author",
+  "has_auxiliary_entities": "related_to",
+  "has_auxiliary_platform": "related_to",
+  "has_citation": "based_on",
+  "has_city_code": "has_code",
+  "has_collecting_scope": "collect",
+  "has_collection_url": "contain_collection",
+  "has_confidence": "has_confidence_measure",
+  "has_contact_information": "has_contact_details",
+  "has_creator": "created_by",
+  "has_custodian_name": "has_label",
+  "has_custodian_observation": "has_note",
+  "has_data_quality_notes": "has_data_quality",
+  "has_duration": "has_time_interval",
+  "has_embargo_end_date": "has_deadline",
+  "has_embargo_reason": "restricted_by",
+  "has_endowment_draw": "draw_endowment",
+  "has_equipment_type": "has_equipment",
+  "has_exhibition": "exhibit",
+  "has_exhibition_type": "has_type",
+  "has_extent_text": "has_extent",
+  "has_fee": "charge_fee",
+  "has_file_path": "has_file_location",
+  "has_focus": "focus_on",
+  "has_fond": "has_fonds",
+  "has_generate": "generate",
+  "has_geographic_extent": "geographic_extent",
+  "has_geometric_extent": "geometric_extent",
+  "has_geometry": "geometric_extent",
+  "has_hands_on_facility": "has_facility",
+  "has_head": "headed_by",
+  "has_heritage_type": "has_type",
+  "has_holder": "responsible_for",
+  "has_http_status": "has_status",
+  "has_identifier": "identified_by",
+  "has_imaging_equipment": "has_equipment",
+  "has_index_number": "identified_by",
+  "has_index_type": "has_type",
+  "has_inventory_url": "has_url",
+  "has_investment": "receive_investment",
+  "has_involved_actor": "related_to",
+  "has_iso_639_1": "has_language",
+  "has_iso_639_3": "has_language",
+  "has_iso_code": "has_code",
+  "has_iso_code639_1": "has_language",
+  "has_iso_code639_3": "has_language",
+  "has_key_contact": "has_contact_point",
+  "has_link": "has_url",
+  "has_local_collection": "has_collection",
+  "has_lockers": "has_locker",
+  "has_measurement": "measure",
+  "has_microfilm_readers": "has_microfilm_reader",
+  "has_narrower_instance": "has_hyponym",
+  "has_navigation_link": "has_url",
+  "has_net_asset": "has_asset",
+  "has_observation": "observed_through",
+  "has_operating_hours": "has_operating_hours",
+  "has_or_had_abbreviation": "has_abbreviation",
+  "has_or_had_access_frequency": "has_access_frequency",
+  "has_or_had_access_management": "has_access_management",
+  "has_or_had_access_policy": "has_access_policy",
+  "has_or_had_access_restriction": "has_access_policy",
+  "has_or_had_access_trigger_event": "has_access_policy",
+  "has_or_had_accessibility_feature": "has_accessibility_feature",
+  "has_or_had_accreditation": "has_accreditation",
+  "has_or_had_accumulation": "accumulated_at",
+  "has_or_had_accuracy_in_meters": "accuracy",
+  "has_or_had_acquisition_history": "has_provenance",
+  "has_or_had_activity": "has_activity",
+  "has_or_had_address": "has_address",
+  "has_or_had_administration": "administered_by",
+  "has_or_had_administration_description": "has_description",
+  "has_or_had_administrative_function": "has_administrative_function",
+  "has_or_had_admission_fee": "charge_fee",
+  "has_or_had_affected_territory": "affected_territory",
+  "has_or_had_affiliation": "has_affiliation",
+  "has_or_had_age": "has_age",
+  "has_or_had_agent": "has_agent",
+  "has_or_had_alias": "has_alias",
+  "has_or_had_alignment": "aligned_at",
+  "has_or_had_altitude": "has_altitude",
+  "has_or_had_amendment_history": "amended_with",
+  "has_or_had_animal_species_count": "contain",
+  "has_or_had_annex_description": "has_description",
+  "has_or_had_annex_name": "has_name",
+  "has_or_had_annex_reason": "has_rationale",
+  "has_or_had_annotation": "has_annotation",
+  "has_or_had_appellation_language": "has_language",
+  "has_or_had_appellation_type": "has_type",
+  "has_or_had_appellation_value": "has_value",
+  "has_or_had_applicable_country": "applicable_in",
+  "has_or_had_application_deadline": "has_deadline",
+  "has_or_had_application_opening_date": "initiate_on",
+  "has_or_had_appraisal_note": "has_note",
+  "has_or_had_approval_date": "approved_on",
+  "has_or_had_architect": "has_architect",
+  "has_or_had_archival_reference": "has_reference",
+  "has_or_had_archive": "has_archive",
+  "has_or_had_archive_description": "has_description",
+  "has_or_had_archive_memento_uri": "has_uri",
+  "has_or_had_archive_name": "has_label",
+  "has_or_had_archive_search_score": "has_score",
+  "has_or_had_area": "in_area",
+  "has_or_had_arrangement": "arranged_as",
+  "has_or_had_arrangement_level": "has_level",
+  "has_or_had_arrangement_note": "has_note",
+  "has_or_had_articles_archival_stage": "archived_as",
+  "has_or_had_articles_document_format": "has_format",
+  "has_or_had_articles_document_url": "has_url",
+  "has_or_had_articles_of_association": "has_charter",
+  "has_or_had_artwork": "has_artwork",
+  "has_or_had_assessment": "assessed_as",
+  "has_or_had_asset": "has_asset",
+  "has_or_had_audio": "has_audio",
+  "has_or_had_author": "has_author",
+  "has_or_had_author_name": "has_author",
+  "has_or_had_authority": "has_authority",
+  "has_or_had_auxiliary_entities": "related_to",
+  "has_or_had_auxiliary_platform": "related_to",
+  "has_or_had_base": "has_base",
+  "has_or_had_beneficiary": "has_beneficiary",
+  "has_or_had_benefit": "has_benefit",
+  "has_or_had_boundary": "has_boundary",
+  "has_or_had_branch": "has_branch",
+  "has_or_had_budget": "has_budget",
+  "has_or_had_canonical_form": "canonized_as",
+  "has_or_had_capacity": "has_capacity",
+  "has_or_had_caption": "has_caption",
+  "has_or_had_carrier": "has_carrier",
+  "has_or_had_category": "categorized_as",
+  "has_or_had_chapter": "has_chapter",
+  "has_or_had_citation": "based_on",
+  "has_or_had_city_code": "has_code",
+  "has_or_had_code": "has_code",
+  "has_or_had_cofunding": "funded_by",
+  "has_or_had_collection": "has_collection",
+  "has_or_had_collection_url": "contain_collection",
+  "has_or_had_comment": "commented_on",
+  "has_or_had_component": "has_component",
+  "has_or_had_condition": "has_condition",
+  "has_or_had_confidence": "has_confidence_measure",
+  "has_or_had_confidence_measure": "has_confidence_measure",
+  "has_or_had_contact_details": "has_contact_details",
+  "has_or_had_contact_information": "has_contact_details",
+  "has_or_had_contact_point": "has_contact_point",
+  "has_or_had_content": "has_content",
+  "has_or_had_contributor": "has_contributor",
+  "has_or_had_conversion_rate": "has_conversion_rate",
+  "has_or_had_coordinates": "has_coordinates",
+  "has_or_had_creator": "created_by",
+  "has_or_had_currency": "has_currency",
+  "has_or_had_custodian": "has_custodian",
+  "has_or_had_custodian_name": "has_label",
+  "has_or_had_custodian_observation": "observed_through",
+  "has_or_had_data_quality_notes": "has_data_quality",
+  "has_or_had_date": "has_date",
+  "has_or_had_degree": "has_degree",
+  "has_or_had_description": "has_description",
+  "has_or_had_detected": "detect",
+  "has_or_had_device": "has_device",
+  "has_or_had_digital_platform": "has_digital_platform",
+  "has_or_had_digital_presence": "has_digital_presence",
+  "has_or_had_direction": "has_direction",
+  "has_or_had_document": "has_document",
+  "has_or_had_documentation": "has_documentation",
+  "has_or_had_domain": "has_domain",
+  "has_or_had_drawer": "has_drawer",
+  "has_or_had_edition": "has_edition",
+  "has_or_had_email": "has_email_address",
+  "has_or_had_email_address": "has_email_address",
+  "has_or_had_embargo_end_date": "embargo",
+  "has_or_had_encoding": "has_encoding",
+  "has_or_had_endowment_draw": "draw_endowment",
+  "has_or_had_endpoint": "has_endpoint",
+  "has_or_had_engagement_metric": "has_engagement_metric",
+  "has_or_had_equipment": "has_equipment",
+  "has_or_had_equipment_type": "has_equipment",
+  "has_or_had_example": "has_example",
+  "has_or_had_exhibition": "exhibit",
+  "has_or_had_exhibition_type": "has_type",
+  "has_or_had_expense": "has_expense",
+  "has_or_had_expertise_in": "expertise_in",
+  "has_or_had_extent_text": "has_extent",
+  "has_or_had_facility": "has_facility",
+  "has_or_had_feature": "has_feature",
+  "has_or_had_fee": "charge_fee",
+  "has_or_had_field": "has_field",
+  "has_or_had_file_location": "has_file_location",
+  "has_or_had_file_path": "has_file_location",
+  "has_or_had_fixity": "has_fixity",
+  "has_or_had_flag": "flagged_as",
+  "has_or_had_focus": "focus_on",
+  "has_or_had_fond": "has_fonds",
+  "has_or_had_format": "has_format",
+  "has_or_had_frequency": "has_frequency",
+  "has_or_had_function": "has_function",
+  "has_or_had_funded": "fund",
+  "has_or_had_generation": "generate",
+  "has_or_had_geofeature": "has_geofeature",
+  "has_or_had_geographic_extent": "geographic_extent",
+  "has_or_had_geographic_subdivision": "has_geographic_subdivision",
+  "has_or_had_geometric_extent": "geometric_extent",
+  "has_or_had_geometry": "geometric_extent",
+  "has_or_had_habitat": "has_habitat",
+  "has_or_had_hands_on_facility": "has_facility",
+  "has_or_had_head": "headed_by",
+  "has_or_had_height": "has_height",
+  "has_or_had_homepage": "has_homepage",
+  "has_or_had_http_status": "has_status",
+  "has_or_had_hypernym": "has_hypernym",
+  "has_or_had_hyponym": "has_hyponym",
+  "has_or_had_identifier": "identified_by",
+  "has_or_had_image": "has_image",
+  "has_or_had_imaging_equipment": "has_equipment",
+  "has_or_had_index_number": "indexed_as",
+  "has_or_had_index_type": "has_type",
+  "has_or_had_inscription": "has_inscription",
+  "has_or_had_interface": "has_interface",
+  "has_or_had_inventory_url": "has_url",
+  "has_or_had_investment": "receive_investment",
+  "has_or_had_involved_actor": "related_to",
+  "has_or_had_iso_": "has_code",
+  "has_or_had_iso_639_1": "has_language",
+  "has_or_had_iso_639_3": "has_language",
+  "has_or_had_iso_code": "has_code",
+  "has_or_had_key_contact": "has_contact_point",
+  "has_or_had_label": "has_label",
+  "has_or_had_language": "has_language",
+  "has_or_had_level": "has_level",
+  "has_or_had_liability": "has_liability",
+  "has_or_had_link": "has_url",
+  "has_or_had_loading_dock": "has_loading_dock",
+  "has_or_had_local_collection": "has_collection",
+  "has_or_had_location": "has_location",
+  "has_or_had_main_part": "has_main_part",
+  "has_or_had_mandate": "has_mandate",
+  "has_or_had_material_type": "has_material_type",
+  "has_or_had_mean": "has_mean",
+  "has_or_had_measurement": "measured_through",
+  "has_or_had_measurement_type": "has_measurement_type",
+  "has_or_had_measurement_unit": "has_measurement_unit",
+  "has_or_had_media_type": "has_media_type",
+  "has_or_had_medium": "has_medium",
+  "has_or_had_member": "has_member",
+  "has_or_had_metadata": "has_metadata",
+  "has_or_had_method": "has_method",
+  "has_or_had_methodology": "has_methodology",
+  "has_or_had_michelin_star": "ranked_through",
+  "has_or_had_mode": "has_mode",
+  "has_or_had_model": "has_model",
+  "has_or_had_name": "has_name",
+  "has_or_had_narrower_instance": "has_hyponym",
+  "has_or_had_navigation_link": "has_url",
+  "has_or_had_net_asset": "has_asset",
+  "has_or_had_notation": "has_notation",
+  "has_or_had_note": "has_note",
+  "has_or_had_numeric_value": "has_numeric_value",
+  "has_or_had_objective": "has_objective",
+  "has_or_had_observation": "observed_through",
+  "has_or_had_opening_hour": "has_operating_hours",
+  "has_or_had_operational_archive": "has_operational_archive",
+  "has_or_had_operational_unit": "has_operational_unit",
+  "has_or_had_organization_profile": "has_profile",
+  "has_or_had_organization_status": "has_status",
+  "has_or_had_organizer": "organized_by",
+  "has_or_had_origin": "originate_from",
+  "has_or_had_output": "has_output",
+  "has_or_had_overview": "has_overview",
+  "has_or_had_owner": "owned_by",
+  "has_or_had_parent": "has_hypernym",
+  "has_or_had_part": "contain",
+  "has_or_had_participated_in": "participate_in",
+  "has_or_had_percentage": "has_percentage",
+  "has_or_had_period": "in_period",
+  "has_or_had_person_name": "has_name",
+  "has_or_had_person_observation": "observed_through",
+  "has_or_had_place": "in_place",
+  "has_or_had_policy": "has_policy",
+  "has_or_had_post_type": "has_type",
+  "has_or_had_price": "has_price",
+  "has_or_had_primary_platform": "has_digital_platform",
+  "has_or_had_profile": "has_profile",
+  "has_or_had_provenance": "has_provenance",
+  "has_or_had_provenance_path": "has_provenance",
+  "has_or_had_publication_date": "published_on",
+  "has_or_had_publisher": "has_publisher",
+  "has_or_had_qualifier": "has_qualifier",
+  "has_or_had_quantity": "has_quantity",
+  "has_or_had_range": "has_range",
+  "has_or_had_rank": "has_rank",
+  "has_or_had_rate": "has_rate",
+  "has_or_had_rating": "has_rating",
+  "has_or_had_rationale": "has_rationale",
+  "has_or_had_reason": "has_reason",
+  "has_or_had_reference": "has_reference",
+  "has_or_had_reply": "has_reply",
+  "has_or_had_reply_to": "replied_to",
+  "has_or_had_requirement": "require",
+  "has_or_had_resolution": "has_resolution",
+  "has_or_had_responsibility": "responsible_for",
+  "has_or_had_restriction": "restricted_by",
+  "has_or_had_revenue": "has_revenue",
+  "has_or_had_risk": "has_risk",
+  "has_or_had_roadmap": "has_roadmap",
+  "has_or_had_role": "has_role",
+  "has_or_had_schedule": "has_schedule",
+  "has_or_had_schema": "has_schema",
+  "has_or_had_scheme": "has_schema",
+  "has_or_had_scope": "has_scope",
+  "has_or_had_score": "has_score",
+  "has_or_had_secondary_label": "has_label",
+  "has_or_had_secondary_platform": "has_digital_platform",
+  "has_or_had_section": "has_section",
+  "has_or_had_segment": "has_segment",
+  "has_or_had_sensitivity_level": "has_sensitivity_level",
+  "has_or_had_sequence_index": "indexed_as",
+  "has_or_had_series": "in_series",
+  "has_or_had_service": "has_service",
+  "has_or_had_service_area": "has_service_area",
+  "has_or_had_service_details": "has_service",
+  "has_or_had_setpoint": "has_setpoint",
+  "has_or_had_significance": "has_significance",
+  "has_or_had_size": "has_size",
+  "has_or_had_social_media_profile": "has_profile",
+  "has_or_had_source": "has_source",
+  "has_or_had_specification": "has_specification",
+  "has_or_had_staff": "has_staff",
+  "has_or_had_staff_member": "has_staff",
+  "has_or_had_standard": "has_standard",
+  "has_or_had_status": "has_status",
+  "has_or_had_style": "has_style",
+  "has_or_had_sub_collection": "has_section",
+  "has_or_had_subject": "has_subject",
+  "has_or_had_subtype": "has_hyponym",
+  "has_or_had_summary": "has_summary",
+  "has_or_had_supplier": "has_supplier",
+  "has_or_had_symbol": "symbolized_by",
+  "has_or_had_symbolism": "symbolize",
+  "has_or_had_technological_infrastructure": "has_technological_infrastructure",
+  "has_or_had_temporal_extent": "temporal_extent",
+  "has_or_had_text": "has_text",
+  "has_or_had_threshold": "has_threshold",
+  "has_or_had_thumbnail": "has_thumbnail",
+  "has_or_had_tier": "has_tier",
+  "has_or_had_time_interval": "has_time_interval",
+  "has_or_had_timestamp": "has_timestamp",
+  "has_or_had_title": "has_title",
+  "has_or_had_token": "has_token",
+  "has_or_had_tolerance": "has_tolerance",
+  "has_or_had_tool": "has_tool",
+  "has_or_had_topic": "has_topic",
+  "has_or_had_transformation_metadata": "has_metadata",
+  "has_or_had_treatment": "has_treatment",
+  "has_or_had_treshold": "has_threshold",
+  "has_or_had_type": "has_type",
+  "has_or_had_type_code": "has_code",
+  "has_or_had_unit": "has_measurement_unit",
+  "has_or_had_uri": "has_uri",
+  "has_or_had_url": "has_url",
+  "has_or_had_use_case": "has_use_case",
+  "has_or_had_user_category": "has_user_category",
+  "has_or_had_value": "has_value",
+  "has_or_had_variant_name": "has_alias",
+  "has_or_had_venue": "has_venue",
+  "has_or_had_verbatim_value": "has_value",
+  "has_or_had_version": "has_version",
+  "has_or_had_video": "has_video",
+  "has_or_had_web_claim": "has_provenance",
+  "has_or_had_web_page": "has_web_page",
+  "has_or_had_width": "has_width",
+  "has_or_had_writing_system": "in_script",
+  "has_organization_profile": "has_profile",
+  "has_organization_status": "has_status",
+  "has_organizer": "organized_by",
+  "has_origin": "originate_from",
+  "has_owner": "owned_by",
+  "has_parent": "has_hypernym",
+  "has_participated_in": "participate_in",
+  "has_period": "in_period",
+  "has_person_name": "has_name",
+  "has_person_observation": "observed_through",
+  "has_place": "in_place",
+  "has_post_type": "has_type",
+  "has_primary_platform": "has_digital_platform",
+  "has_publication_date": "published_on",
+  "has_record_set": "hold_record_set",
+  "has_responsibility": "responsible_for",
+  "has_scheme": "has_schema",
+  "has_secondary_label": "has_label",
+  "has_secondary_platform": "has_digital_platform",
+  "has_sequence_index": "indexed_as",
+  "has_series": "in_series",
+  "has_service_details": "has_service",
+  "has_social_media_profile": "has_profile",
+  "has_staff_member": "has_staff",
+  "has_sub_collection": "has_section",
+  "has_subtype": "has_hyponym",
+  "has_supervised_handling": "has_access_policy",
+  "has_symbol": "symbolized_by",
+  "has_transformation_metadata": "has_metadata",
+  "has_treshold": "has_threshold",
+  "has_type_code": "has_code",
+  "has_unit": "has_measurement_unit",
+  "has_variant_name": "has_alias",
+  "has_verbatim_value": "has_value",
+  "has_web_claim": "has_provenance",
+  "higher_classification": "has_hypernym",
+  "historic_building_description": "has_description",
+  "historic_building_id": "identified_by",
+  "historic_garden_designation": "has_garden",
+  "hold_or_held_record_set_type": "hold_record_set",
+  "holds": "responsible_for",
+  "http_status_code": "has_status",
+  "identifies_or_identified": "identified_by",
+  "identifies_or_identified_as": "identified_as",
+  "implements_or_implemented": "implement",
+  "imposes_or_imposed": "impose",
+  "in_reply_to": "replied_to",
+  "inbound_from": "originate_from",
+  "includes_bounding_box": "has_bounding_box",
+  "includes_handwriting": "has_transcription",
+  "includes_music_description": "has_music",
+  "includes_object_tracking": "track",
+  "includes_or_included": "include",
+  "includes_segmentation_mask": "mask",
+  "includes_sound_description": "has_sound",
+  "includes_speaker": "has_speaker",
+  "includes_speaker_identification": "identify",
+  "includes_timestamp": "identified_by",
+  "indexed": "indexed_as",
+  "indicates_or_indicated": "indicate",
+  "industry_benchmark_high": "has_benchmark",
+  "industry_benchmark_low": "has_benchmark",
+  "inference_provenance": "has_provenance",
+  "influences": "affect",
+  "info_session_date": "hold_session",
+  "initial": "has_initials",
+  "innovation_budget": "has_budget",
+  "inscription": "has_inscription",
+  "installation_date": "installed_at",
+  "installed_at_place": "installed_in",
+  "institution_function": "has_function",
+  "institution_linkedin_url": "has_url",
+  "institution_name": "associated_with",
+  "insurance_currency": "has_insurance",
+  "insurance_provider": "has_insurance",
+  "insurance_value": "has_insurance",
+  "intangible_heritage_subtype": "has_hyponym",
+  "integrates_or_integrated": "integrate",
+  "interlibrary_loan": "has_service",
+  "internal_funding": "funded_by",
+  "international": "has_scope",
+  "inventory_number": "identified_by",
+  "inventory_web_address": "has_inventory",
+  "involves_or_involved": "involved_in",
+  "is_accessible": "has_accessibility_feature",
+  "is_accredited": "accredited_with",
+  "is_active": "current",
+  "is_annex_of_reading_room": "annex_of",
+  "is_approximate": "approximate",
+  "is_auxiliary_of_place": "auxiliary_of",
+  "is_auxiliary_of_platform": "auxiliary_of",
+  "is_background": "in_background",
+  "is_based_on": "derive_from",
+  "is_branch_of": "branch_of",
+  "is_branch_of_authority": "branch_of",
+  "is_classified_as": "categorized_as",
+  "is_closed_caption": "has_caption",
+  "is_current_version": "current",
+  "is_deceased": "deceased",
+  "is_embeddable": "embedded_on",
+  "is_estimate": "approximate",
+  "is_heritage_relevant": "related_to",
+  "is_historical_boundary": "has_boundary",
+  "is_inferred": "inferred_by",
+  "is_known_by": "identified_by",
+  "is_leased": "leased_by",
+  "is_legal_status_of": "belong_to",
+  "is_licensed_content": "licensed_as",
+  "is_made_for_kid": "appropriate_for",
+  "is_mandatory": "mandatory",
+  "is_official_assessment": "has_status",
+  "is_official_content": "published_by",
+  "is_open_to_public": "has_access_policy",
+  "is_or_was_about_digital_presence": "has_digital_presence",
+  "is_or_was_accept": "accept",
+  "is_or_was_access_restricted": "access_restricted",
+  "is_or_was_accessioned_through": "accessioned_through",
+  "is_or_was_acquired_by": "acquired_by",
+  "is_or_was_acquired_through": "acquired_through",
+  "is_or_was_active_since": "active_since",
+  "is_or_was_administered_by": "administered_by",
+  "is_or_was_administrative_context": "has_administrative_context",
+  "is_or_was_affect": "affect",
+  "is_or_was_affected_by_event": "affected_by",
+  "is_or_was_affiliated_with": "affiliated_with",
+  "is_or_was_aggregate_from": "aggregate_from",
+  "is_or_was_aggregated_by": "aggregated_by",
+  "is_or_was_aligned_at": "aligned_at",
+  "is_or_was_allocate": "allocate",
+  "is_or_was_allocated_budget": "allocated_budget",
+  "is_or_was_allocated_by": "allocated_by",
+  "is_or_was_allocated_through": "allocated_through",
+  "is_or_was_allocated_to": "allocated_to",
+  "is_or_was_allow": "allow",
+  "is_or_was_alternative_form_of": "alternative_form_of",
+  "is_or_was_amended_through": "amended_through",
+  "is_or_was_analyze": "analyze",
+  "is_or_was_appended_with": "appended_with",
+  "is_or_was_applicable_in": "applicable_in",
+  "is_or_was_appreciated": "appreciated",
+  "is_or_was_approved_by": "approved_by",
+  "is_or_was_approved_on": "approved_on",
+  "is_or_was_approximate": "approximate",
+  "is_or_was_archive_department_of": "department_of",
+  "is_or_was_archived_as": "archived_as",
+  "is_or_was_archived_at": "archived_at",
+  "is_or_was_archived_in": "archived_in",
+  "is_or_was_asserted_by": "asserted_by",
+  "is_or_was_asserted_on": "asserted_on",
+  "is_or_was_assessed_as": "assessed_as",
+  "is_or_was_assessed_on": "assessed_on",
+  "is_or_was_associated_with": "associated_with",
+  "is_or_was_available": "available",
+  "is_or_was_based_on": "based_on",
+  "is_or_was_based_on_claim": "based_on",
+  "is_or_was_born_on": "born_on",
+  "is_or_was_branch_of": "branch_of",
+  "is_or_was_cancelled_by": "cancelled_by",
+  "is_or_was_cataloged_in": "cataloged_in",
+  "is_or_was_catalogued_in": "catalogue",
+  "is_or_was_categorized_as": "categorized_as",
+  "is_or_was_caused_by": "caused_by",
+  "is_or_was_ceased_by": "ceased_by",
+  "is_or_was_ceased_through": "ceased_through",
+  "is_or_was_change_ownership_from": "change_ownership_from",
+  "is_or_was_change_ownership_to": "change_ownership_to",
+  "is_or_was_changed_through": "changed_through",
+  "is_or_was_checked_through": "checked_through",
+  "is_or_was_classified_as": "classified_as",
+  "is_or_was_classify": "classify",
+  "is_or_was_collect": "collect",
+  "is_or_was_collection_of": "collection_of",
+  "is_or_was_commented_on": "commented_on",
+  "is_or_was_compatible_with": "compatible_with",
+  "is_or_was_comply_with": "comply_with",
+  "is_or_was_conducted_by": "conducted_by",
+  "is_or_was_contain": "contain",
+  "is_or_was_created_by": "created_by",
+  "is_or_was_created_through": "created_through",
+  "is_or_was_curated_through": "curated_through",
+  "is_or_was_current": "current",
+  "is_or_was_decommissioned_at": "decommissioned_at",
+  "is_or_was_define": "define",
+  "is_or_was_degree_of_certainty": "degree_of_certainty",
+  "is_or_was_deployed_at": "deployed_at",
+  "is_or_was_deployed_through": "deployed_through",
+  "is_or_was_deposited_by": "deposited_by",
+  "is_or_was_derive_from": "derive_from",
+  "is_or_was_derived_from": "derive_from",
+  "is_or_was_describe": "describe",
+  "is_or_was_description": "has_description",
+  "is_or_was_designed_by": "designed_by",
+  "is_or_was_diarized": "diarized",
+  "is_or_was_dismissed": "dismissed",
+  "is_or_was_displayed_at": "displayed_at",
+  "is_or_was_dissolved_by": "dissolved_by",
+  "is_or_was_document": "document",
+  "is_or_was_documented_by": "documented_by",
+  "is_or_was_documented_in": "documented_in",
+  "is_or_was_due_on": "due_on",
+  "is_or_was_edited_by": "edited_by",
+  "is_or_was_effective_at": "effective_at",
+  "is_or_was_emphasize": "emphasize",
+  "is_or_was_employed_by": "employed_by",
+  "is_or_was_encompassed_by": "encompassed_by",
+  "is_or_was_end": "end_of_the_end",
+  "is_or_was_end_of_the_begin": "end_of_the_begin",
+  "is_or_was_end_of_the_end": "end_of_the_end",
+  "is_or_was_end_time": "end_of_the_end",
+  "is_or_was_endorsement_source": "has_source",
+  "is_or_was_ends_or_ended_at_location": "has_location",
+  "is_or_was_environmental_control": "environmental_control",
+  "is_or_was_equivalent_to": "equivalent_to",
+  "is_or_was_established_by": "established_by",
+  "is_or_was_exclude": "exclude",
+  "is_or_was_exhibit": "exhibit",
+  "is_or_was_exhibited_at": "exhibited_at",
+  "is_or_was_expired_at": "expired_at",
+  "is_or_was_exposed_via": "exposed_through",
+  "is_or_was_extended": "extended",
+  "is_or_was_extent": "has_quantity",
+  "is_or_was_extent_item": "has_quantity",
+  "is_or_was_extracted_using": "extracted_through",
+  "is_or_was_founded_through": "founded_through",
+  "is_or_was_fulfilled_by": "fulfilled_by",
+  "is_or_was_full_name": "has_name",
+  "is_or_was_generated_by": "generated_by",
+  "is_or_was_governance_authority": "hold_authority",
+  "is_or_was_governance_clause": "has_summary",
+  "is_or_was_governance_representative": "represented_by",
+  "is_or_was_governance_role": "has_role",
+  "is_or_was_governance_structure": "has_structure",
+  "is_or_was_governed_by": "governed_by",
+  "is_or_was_governing_body": "governed_by",
+  "is_or_was_habitat": "has_habitat",
+  "is_or_was_halc_adm1_code": "has_code",
+  "is_or_was_halc_adm2_name": "has_label",
+  "is_or_was_handwriting_confidence": "has_level",
+  "is_or_was_headed_by": "headed_by",
+  "is_or_was_heritage_holding": "hold",
+  "is_or_was_higher_classification": "has_hypernym",
+  "is_or_was_historic_building_description": "has_description",
+  "is_or_was_historic_building_id": "identified_by",
+  "is_or_was_identified_by": "identified_by",
+  "is_or_was_identified_through": "identified_through",
+  "is_or_was_implemented_by": "implemented_by",
+  "is_or_was_in_area": "in_area",
+  "is_or_was_in_script": "in_script",
+  "is_or_was_include": "include",
+  "is_or_was_included_in": "included_in",
+  "is_or_was_indexed": "indexed_as",
+  "is_or_was_instance_of": "instance_of",
+  "is_or_was_instantiated_as": "instantiated_as",
+  "is_or_was_instantiated_by": "instantiated_by",
+  "is_or_was_involved_in": "involved_in",
+  "is_or_was_is_location_of": "location_of",
+  "is_or_was_last_updated_at": "updated_at",
+  "is_or_was_listed_in": "listed_in",
+  "is_or_was_located_at": "located_at",
+  "is_or_was_located_in": "located_in",
+  "is_or_was_location_of": "location_of",
+  "is_or_was_managed_by": "managed_by",
+  "is_or_was_member_of": "member_of",
+  "is_or_was_observed_by": "observed_by",
+  "is_or_was_opened_on": "initiate_on",
+  "is_or_was_operated_by": "operated_by",
+  "is_or_was_originate": "originate_from",
+  "is_or_was_owned_by": "owned_by",
+  "is_or_was_part_of": "part_of",
+  "is_or_was_part_of_archive_series": "part_of",
+  "is_or_was_part_of_total": "part_of",
+  "is_or_was_participate_in": "participate_in",
+  "is_or_was_participated_in": "participate_in",
+  "is_or_was_platform_of": "managed_by",
+  "is_or_was_position": "has_position",
+  "is_or_was_program_activity": "offer_program",
+  "is_or_was_programming_language": "written_in",
+  "is_or_was_programs_offered": "offer_program",
+  "is_or_was_prompt_token": "has_token",
+  "is_or_was_pronoun": "identify_as",
+  "is_or_was_protocol": "has_protocol",
+  "is_or_was_protocol_name": "has_label",
+  "is_or_was_protocol_version": "has_version",
+  "is_or_was_provenance": "has_provenance",
+  "is_or_was_provides_access_to": "grant_access_to",
+  "is_or_was_public_access": "has_access_policy",
+  "is_or_was_public_education": "educate",
+  "is_or_was_publication_output": "publish",
+  "is_or_was_publication_place": "published_at",
+  "is_or_was_publication_series_name": "publish",
+  "is_or_was_published": "published_on",
+  "is_or_was_published_at": "published_through",
+  "is_or_was_published_by": "published_by",
+  "is_or_was_publishes_to": "published_at",
+  "is_or_was_purpose": "has_purpose",
+  "is_or_was_purpose_clause": "has_purpose",
+  "is_or_was_quantity_date": "temporal_extent",
+  "is_or_was_quantity_type": "has_type",
+  "is_or_was_quantity_unit": "has_measurement_unit",
+  "is_or_was_quantity_value": "has_quantity",
+  "is_or_was_recombined": "recombined",
+  "is_or_was_related_to": "related_to",
+  "is_or_was_replied_to": "replied_to",
+  "is_or_was_represented_by": "represented_by",
+  "is_or_was_required": "required",
+  "is_or_was_responsible_for": "responsible_for",
+  "is_or_was_retrieved_at": "retrieved_at",
+  "is_or_was_retrieved_by": "retrieved_by",
+  "is_or_was_retrieved_from": "retrieved_from",
+  "is_or_was_retrieved_through": "retrieved_through",
+  "is_or_was_returned": "returned",
+  "is_or_was_revision_of": "revision_of",
+  "is_or_was_signed_at": "signed_at",
+  "is_or_was_signed_on": "signed_on",
+  "is_or_was_stored_at": "stored_at",
+  "is_or_was_sub_collection_of": "part_of",
+  "is_or_was_suborganization_of": "part_of",
+  "is_or_was_succeeded_by": "succeeded_by",
+  "is_or_was_superseded_by": "superseded_by",
+  "is_or_was_symbolize": "symbolize",
+  "is_or_was_symbolized_by": "symbolized_by",
+  "is_or_was_targeted_at": "targeted_at",
+  "is_or_was_tax_deductible": "tax_deductible",
+  "is_or_was_temperature_target": "has_target",
+  "is_or_was_threatened_by": "threatened_by",
+  "is_or_was_track_id": "identified_by",
+  "is_or_was_transferred": "transferred",
+  "is_or_was_transferred_to": "transferred_to",
+  "is_or_was_triggered_by": "triggered_by",
+  "is_or_was_used_by": "used_by",
+  "is_or_was_used_in": "used_in",
+  "is_or_was_verified_by": "verified_by",
+  "is_or_was_visible_in": "visible_in",
+  "is_or_was_was_last_updated_at": "updated_at",
+  "is_or_was_webarchived_at": "archived_at",
+  "is_overlapping": "overlap_with",
+  "is_part_of_complex": "part_of",
+  "is_permanent": "has_roadmap",
+  "is_permitted": "allowed_by",
+  "is_primary_digital_presence": "primary",
+  "is_public_facing": "face_public",
+  "is_rebuilding": "rebuild_by",
+  "is_recognized": "recognized_by",
+  "is_recurring": "recur_at",
+  "is_reply_to": "replied_to",
+  "is_sdh": "has_caption",
+  "is_sub_guide": "auxiliary_of",
+  "is_temporary": "has_roadmap",
+  "is_type_specimen": "symbolize",
+  "is_verified": "verified_by",
+  "isbn": "identified_by",
+  "isbn_13": "identified_by",
+  "isil": "identified_by",
+  "iso_3166_2_code": "identified_by",
+  "iso_standard": "has_reference",
+  "iso_standard_reference": "has_reference",
+  "issn": "identified_by",
+  "issued_call": "publish",
+  "issuing_organisation": "published_by",
+  "item": "has_constituent",
+  "item_returned": "return",
+  "iucn_status": "has_status",
+  "jurisdiction": "in_jurisdiction",
+  "jurisdiction_id": "in_jurisdiction",
+  "jurisdiction_level": "in_jurisdiction",
+  "jurisdiction_type": "in_jurisdiction",
+  "justification": "justified_by",
+  "key_distinction": "distinguished_by",
+  "keyframe_extraction": "has_method",
+  "keyword": "has_keyword",
+  "kien_registration_date": "registered_at",
+  "kien_url": "has_url",
+  "knowledge_transmission": "transmission",
+  "label_de": "has_label",
+  "label_es": "has_label",
+  "label_fr": "has_label",
+  "label_it": "has_label",
+  "label_nl": "has_label",
+  "label_pt": "has_label",
+  "lacks_or_lacked": "lack",
+  "landmark_confidence": "has_confidence_measure",
+  "landmark_geonames_id": "has_landmark",
+  "landmark_label": "has_landmark",
+  "landmark_segment": "has_landmark",
+  "landmark_wikidata_id": "has_landmark",
+  "language": "in_language",
+  "language_code": "has_code",
+  "language_name": "has_label",
+  "language_raw": "has_raw_data",
+  "languages_detected": "has_language",
+  "languages_raw": "has_raw_data",
+  "last_modified": "updated_at",
+  "last_updated_at": "updated_at",
+  "latency_ms": "has_latency",
+  "latest_end": "end_of_the_end",
+  "latest_start": "end_of_the_begin",
+  "latitude": "has_latitude",
+  "launch_date": "begin_of_the_begin",
+  "launch_date_slot": "begin_of_the_begin",
+  "lease_expiry": "lease",
+  "legacy_planning": "plan",
+  "legalBasis": "has_legal_basis",
+  "legal_basis": "has_legal_basis",
+  "legal_entity_type": "has_hypernym",
+  "legal_form": "has_legal_form",
+  "legal_jurisdiction": "in_jurisdiction",
+  "legal_name": "has_label",
+  "legal_note": "has_note",
+  "legal_provenance_note": "has_provenance",
+  "legal_responsibility_basis": "has_legal_basis",
+  "legal_responsibility_end_date": "has_legal_form",
+  "legal_responsibility_start_date": "has_legal_form",
+  "legal_status": "has_status",
+  "legal_system_type": "has_system",
+  "lender": "originate_from",
+  "lender_contact": "has_contact_point",
+  "lending_policy": "has_policy",
+  "level_value": "has_level",
+  "library_catalog_url": "has_url",
+  "library_search_score": "has_score",
+  "library_subtype": "has_hyponym",
+  "license": "licensed_as",
+  "life_stage": "has_stage",
+  "lifecycle_phase_type": "has_phase",
+  "light_max_lux": "specify",
+  "like_count": "has_quantity",
+  "likelihood_confidence": "has_confidence_measure",
+  "likelihood_factor": "has_confidence_measure",
+  "likelihood_level": "has_confidence_measure",
+  "likelihood_score": "has_confidence_measure",
+  "likely_whatsapp_proficient": "proficient_in",
+  "link_context": "has_context",
+  "link_count": "has_quantity",
+  "link_rationale": "has_rationale",
+  "link_text": "has_text",
+  "link_type": "has_type",
+  "link_url": "has_url",
+  "linked_class_name": "has_label",
+  "linked_data": "has_linked_data",
+  "linked_data_access": "queryable",
+  "linked_data_export": "export",
+  "linked_to_collection": "part_of",
+  "linkedin_profile_path": "has_provenance_path",
+  "linkedin_profile_url": "has_profile",
+  "linkedin_url": "has_profile",
+  "list_item": "list",
+  "literal_name": "has_literal_form",
+  "live_broadcast_content": "broadcast",
+  "living_collection": "has_living_specimen",
+  "llm_response": "has_provenance",
+  "llm_tokens": "has_token",
+  "loan_agreement_url": "based_on",
+  "loan_end_date": "end_of_the_end",
+  "loan_history": "has_provenance",
+  "loan_id": "identified_by",
+  "loan_note": "has_note",
+  "loan_number": "identified_by",
+  "loan_purpose": "has_objective",
+  "loan_start_date": "begin_of_the_begin",
+  "loan_status": "has_status",
+  "loan_timespan": "temporal_extent",
+  "loan_type": "has_type",
+  "locality": "has_locality",
+  "located_within": "located_in",
+  "location": "located_at",
+  "location_browse_score": "has_score",
+  "location_name": "has_label",
+  "logo_confidence": "has_confidence_measure",
+  "logo_label": "has_logo",
+  "logo_organization": "associated_with",
+  "logo_segment": "has_logo",
+  "long_name": "has_literal_form",
+  "longitude": "has_longitude",
+  "lot_number": "has_numeric_value",
+  "maintenance_schedule": "has_schedule",
+  "major_city": "has_locality",
+  "major_research_project": "in_project",
+  "manages_collection": "manage",
+  "manages_or_managed": "manage",
+  "managing_unit": "has_operational_unit",
+  "mandate": "has_mandate",
+  "manufactured_by": "created_by",
+  "marginalia": "has_marginale",
+  "martyred": "martyred_through",
+  "material_composition": "has_material_type",
+  "material_specialization": "has_service",
+  "materials_used": "use_material",
+  "max_annual_light_exposure": "has_light_exposure",
+  "max_group_size": "maximum_of_maximum",
+  "max_light_lux": "has_light_exposure",
+  "max_light_lux_slot": "maximum_of_maximum",
+  "max_likelihood_score": "maximum_of_maximum",
+  "maximal_of_maximal": "maximum_of_maximum",
+  "maximum_amount": "maximum_of_maximum",
+  "measurement_data": "analyze",
+  "measurement_date": "measured_on",
+  "measurement_method": "has_method",
+  "measures_or_measured": "measure",
+  "media_type": "has_format",
+  "medium": "has_material_type",
+  "member_organization_name": "has_label",
+  "member_organization_url": "has_url",
+  "membership_criteria": "has_membership_criteria",
+  "membership_id": "identified_by",
+  "membership_required": "require",
+  "membership_role": "has_function",
+  "membership_size": "has_quantity",
+  "membership_type": "has_type",
+  "met_by": "fulfilled_by",
+  "metadata_standard": "has_standard",
+  "method": "has_method",
+  "methodology_type": "has_method",
+  "metrics_observed_at": "observed_through",
+  "metrics_observed_date": "observed_through",
+  "michelin_star": "has_rank",
+  "minimal_of_minimal": "minimum_of_minimum",
+  "minimum_amount": "minimum_of_minimum",
+  "minimum_donation": "minimum_of_minimum",
+  "minimum_partner": "minimum_of_minimum",
+  "mission_statement": "has_mission_statement",
+  "mixed_governance_structure": "has_structure",
+  "model": "generated_by",
+  "model_architecture": "has_model",
+  "model_provider": "provided_by",
+  "model_task": "has_objective",
+  "model_version": "generated_by",
+  "modern_place_name": "has_label",
+  "modified": "updated_at",
+  "monitoring_platform": "has_digital_platform",
+  "monitoring_platform_url": "has_digital_platform",
+  "monument_number": "identified_by",
+  "motivation_type_description": "has_description",
+  "motivation_type_id": "identify_as",
+  "motivation_type_name": "has_label",
+  "multilingual_label": "has_label",
+  "museum_search_score": "has_score",
+  "museum_subtype": "has_hyponym",
+  "museum_type_classification": "classified_as",
+  "music_confidence": "has_confidence_measure",
+  "music_confidence_slot": "has_confidence_measure",
+  "music_detected": "has_music",
+  "music_end_seconds": "has_music",
+  "music_genre": "has_genre",
+  "music_genres_detected": "has_music",
+  "music_segment_confidence": "has_confidence_measure",
+  "music_start_seconds": "has_music",
+  "music_type": "has_music",
+  "mutual_connections_text": "in_social_network",
+  "name": "has_name",
+  "name_authority": "has_label",
+  "name_language": "in_language",
+  "name_local": "has_label",
+  "name_specification": "has_note",
+  "name_type": "has_type",
+  "name_validity_period": "temporal_extent",
+  "name_without_type": "official_name_excluding_type",
+  "narrower_concept": "has_hyponym",
+  "narrower_type": "has_hyponym",
+  "nazi_era_flag": "has_flag",
+  "nesting_level": "nested_in",
+  "network_analysis": "based_on",
+  "nl": "in_language",
+  "no_fabrication": "fabricate",
+  "noise_floor_db": "has_sound",
+  "nomenclatural_code": "has_code",
+  "nonprofit_subtype": "has_hyponym",
+  "notable_examples": "has_example",
+  "notarial_deed_number": "identified_by",
+  "notary_name": "signed_by",
+  "notary_office": "signed_at",
+  "notation": "has_code",
+  "note": "has_note",
+  "note_content": "has_content",
+  "note_date": "has_timestamp",
+  "note_type": "has_type",
+  "numeric_value": "has_numeric_value",
+  "oai_pmh_endpoint": "has_endpoint",
+  "object_alternate_name": "has_label",
+  "object_classes_detected": "has_object",
+  "object_collection_id": "identified_by",
+  "object_confidence": "has_confidence_measure",
+  "object_description": "has_description",
+  "object_id": "identified_by",
+  "object_label": "has_label",
+  "object_name": "has_label",
+  "object_ref": "refer_to",
+  "object_segment": "has_segment",
+  "object_type": "has_type",
+  "object_wikidata_id": "identified_by",
+  "objective": "has_objective",
+  "objects_added": "add",
+  "objects_affected": "affect",
+  "objects_count": "has_quantity",
+  "objects_removed": "remove",
+  "observation": "has_provenance",
+  "observation_context": "has_context",
+  "observation_date": "temporal_extent",
+  "observation_id": "identified_by",
+  "observation_note": "has_note",
+  "observation_period": "temporal_extent",
+  "observation_ref": "based_on",
+  "observation_source": "has_source",
+  "observed_entity": "observe",
+  "observed_name": "observe",
+  "observer_affiliation": "observed_by",
+  "observer_name": "observed_by",
+  "observer_type": "observed_by",
+  "obtained_from": "retrieved_from",
+  "occupation": "has_occupation",
+  "occurs_or_occurred_at": "occur_at",
+  "oclc_number": "identified_by",
+  "offers_donation_scheme": "offer",
+  "offers_or_offered": "offer",
+  "offers_or_offered_access": "offer",
+  "official_institution_subtype": "has_hyponym",
+  "officiele_naam_excl_soort": "official_name_excluding_type",
+  "officiele_naam_incl_soort": "official_name_including_type",
+  "officiele_naam_sorteer": "official_name_sort",
+  "online_shop": "has_digital_platform",
+  "opened_on": "initiate_on",
+  "opening_hour": "has_operating_hours",
+  "operates_or_operated": "operate",
+  "operating_budget": "has_budget",
+  "operating_hour": "has_operating_hours",
+  "operational_status": "has_status",
+  "operator": "operated_by",
+  "organization_legal_form": "has_legal_form",
+  "organization_name": "has_label",
+  "organization_type": "has_type",
+  "organizational_change_score": "has_score",
+  "organizational_level": "has_level",
+  "organizational_mission": "has_mission_statement",
+  "organizational_structure": "has_structure",
+  "organizedAs": "organized_as",
+  "organizing_body": "organized_by",
+  "origin_location": "originate_from",
+  "origin_period": "begin_of_the_begin",
+  "original_end_date": "begin_of_the_end",
+  "originate": "originate_from",
+  "originates_from": "derive_from",
+  "originates_or_originated_from": "originate_from",
+  "osm_id": "identified_by",
+  "outbound_condition_report_url": "reported_on",
+  "outdoor_seating_capacity": "has_capacity",
+  "outdoor_site_description": "has_description",
+  "outdoor_site_id": "identified_by",
+  "outdoor_site_name": "has_label",
+  "outdoor_site_type": "has_type",
+  "overall_confidence": "has_confidence_measure",
+  "overall_status": "has_status",
+  "oversight_jurisdiction": "in_jurisdiction",
+  "ownership_stamp": "has_stamp",
+  "owns_asset": "has_asset",
+  "page": "has_page_count",
+  "page_count": "has_page_count",
+  "page_section": "has_section",
+  "page_title": "has_title",
+  "paragraph_count": "has_paragraph",
+  "parallel_title": "has_title",
+  "parent_corporation": "part_of",
+  "parent_department": "part_of",
+  "parent_programme": "part_of",
+  "parent_society": "part_of",
+  "parent_unit": "part_of",
+  "part_of_archive_series": "part_of",
+  "part_of_collection": "part_of",
+  "part_of_custodian_collection": "part_of",
+  "part_of_event": "part_of",
+  "part_of_facility": "part_of",
+  "part_of_storage": "part_of",
+  "part_of_total": "part_of",
+  "part_of_zone": "part_of",
+  "part_type": "contain",
+  "participant_count": "has_participant",
+  "participated_in": "participate_in",
+  "participates_or_participated_in": "participate_in",
+  "participating_custodian": "has_participant",
+  "participating_institution": "has_participant",
+  "particulate_max": "has_particulate",
+  "partner_institution": "has_partner",
+  "partnership_model": "has_partner",
+  "partnership_required": "require",
+  "patronym": "has_patronym",
+  "payment_frequency": "has_payment_frequency",
+  "pdf_url": "has_format",
+  "performance_datetime": "temporal_extent",
+  "performance_description": "has_description",
+  "performance_duration": "has_time_interval",
+  "performance_id": "identified_by",
+  "performance_location": "located_at",
+  "performance_name": "has_label",
+  "performance_note": "has_note",
+  "performance_of": "has_genre",
+  "performance_repertoire": "has_repertoire",
+  "performance_venue": "has_location",
+  "performer": "performed_by",
+  "period": "temporal_extent",
+  "period_covered": "temporal_extent",
+  "period_description": "has_description",
+  "period_end": "end_of_the_end",
+  "period_name": "has_label",
+  "period_start": "begin_of_the_begin",
+  "permanent_location": "located_at",
+  "permission_required": "require",
+  "permits": "allow",
+  "person_claim_id": "identified_by",
+  "person_claim_type": "has_type",
+  "person_claim_value": "has_value",
+  "person_html_file": "has_provenance_path",
+  "person_id": "identified_by",
+  "person_name": "has_name",
+  "person_research_score": "has_score",
+  "personal_collection_subtype": "has_hyponym",
+  "personnel_budget": "has_section",
+  "pest_management_required": "require",
+  "photograph": "has_url",
+  "physical_location": "located_at",
+  "pipeline_stage": "has_stage",
+  "place_custodian_ref": "refer_to",
+  "place_description": "has_description",
+  "place_designation": "has_label",
+  "place_language": "in_language",
+  "place_name": "has_label",
+  "place_note": "has_note",
+  "place_of_publication": "published_at",
+  "place_source_text": "has_source",
+  "place_specificity": "specified_as",
+  "planned_closure_date": "has_roadmap",
+  "planned_end": "has_roadmap",
+  "planned_start": "has_roadmap",
+  "plant_species_count": "has_quantity",
+  "platform_description": "has_description",
+  "platform_id": "identified_by",
+  "platform_name": "has_label",
+  "platform_of": "managed_by",
+  "platform_purpose": "has_objective",
+  "platform_type": "has_type",
+  "platform_type_category": "has_hypernym",
+  "platform_type_description": "has_type",
+  "platform_type_id": "has_type",
+  "platform_type_name": "has_type",
+  "platform_url": "has_url",
+  "policy_authority": "authorized_to",
+  "policy_description": "has_description",
+  "policy_id": "identified_by",
+  "policy_name": "has_label",
+  "policy_review_date": "has_roadmap",
+  "policy_text": "has_text",
+  "portal_description": "has_description",
+  "portal_id": "identified_by",
+  "portal_language": "has_language",
+  "portal_name": "has_label",
+  "portal_status": "has_status",
+  "portal_type": "has_type",
+  "portal_type_category": "categorized_as",
+  "portal_type_description": "has_description",
+  "portal_type_id": "identified_by",
+  "portal_type_name": "has_label",
+  "portal_typical_domain": "has_domain",
+  "portal_url": "has_url",
+  "poses_or_posed_condition": "pose_condition",
+  "position": "has_position",
+  "possesses_asset": "has_asset",
+  "post_count": "has_quantity",
+  "post_id": "identified_by",
+  "post_type_activity_streams_type": "has_type",
+  "post_type_category": "categorized_as",
+  "post_type_description": "has_description",
+  "post_type_ephemeral": "ephemeral",
+  "post_type_heritage_use_case": "has_use_case",
+  "post_type_id": "identified_by",
+  "post_type_max_duration": "has_time_interval",
+  "post_type_media_format": "has_format",
+  "post_type_name": "has_label",
+  "post_type_schema_org_type": "categorized_as",
+  "post_type_supported_platform": "applicable_in",
+  "post_url": "has_url",
+  "postal_code": "has_postal_code",
+  "posted_by_profile": "posted_by",
+  "power_source": "has_power_source",
+  "powers_platform": "power",
+  "practitioner_community": "has_community",
+  "preceding_activity": "has_activity",
+  "preferred_label": "has_label",
+  "preferred_name": "has_name",
+  "preparation_date": "prepared_on",
+  "preservation_approach": "has_method",
+  "preservation_budget": "has_budget",
+  "preservation_event_type": "has_type",
+  "preservation_level": "has_level",
+  "preservation_method": "has_method",
+  "preservation_note": "has_note",
+  "preservation_purpose": "has_objective",
+  "preservation_requirement": "require",
+  "preservation_standard": "has_standard",
+  "preservative_detail": "has_detail",
+  "preserves_or_preserved": "preserve",
+  "previous_observation": "preceded_by",
+  "price": "has_price",
+  "price_currency": "has_currency",
+  "price_text": "has_text",
+  "primary_audio_event_type": "has_type",
+  "primary_heritage_type": "has_type",
+  "primary_register": "registered_at",
+  "primary_speaker": "has_speaker",
+  "primary_system": "has_system",
+  "printer_publisher": "published_by",
+  "priority": "has_priority",
+  "privacy_note": "has_note",
+  "processing_completed_date": "completed_at",
+  "processing_duration_seconds": "has_time_interval",
+  "processing_priority": "has_priority",
+  "processing_started_date": "started_on",
+  "processing_status": "has_status",
+  "produced_by": "created_by",
+  "production_method": "has_method",
+  "proficiency_level": "proficient_in",
+  "profile_data": "has_content",
+  "profile_description": "has_description",
+  "profile_image_url": "has_image",
+  "profile_linkedin_url": "has_url",
+  "profile_location": "refer_to",
+  "profile_name": "has_name",
+  "profile_url": "has_url",
+  "program_activity": "offer_program",
+  "programme_period": "temporal_extent",
+  "programme_year": "temporal_extent",
+  "prompt_token": "has_token",
+  "protocol_name": "has_label",
+  "protocol_version": "has_version",
+  "provenance": "has_provenance",
+  "provider": "provided_by",
+  "provides_or_provided": "provide",
+  "provides_or_provided_provenance_to": "observe",
+  "provides_or_provided_to": "provide_to",
+  "public_access": "has_access_policy",
+  "published": "published_on",
+  "publishes_or_published": "publish",
+  "rate_value": "has_value",
+  "rating_value": "has_score",
+  "rationale": "has_rationale",
+  "raw_subtitle_content": "has_raw_data",
+  "reading_room_type": "has_type",
+  "reason_description": "has_rationale",
+  "reasoning_content": "has_reasoning_content",
+  "receives": "accept",
+  "receives_or_received": "receive",
+  "recognized_person_name": "refer_to",
+  "recommendation": "recommend",
+  "reconstruction_method": "has_method",
+  "record_count": "hold_record_set",
+  "record_date": "has_timestamp",
+  "record_equivalent": "equivalent_to",
+  "record_format": "has_format",
+  "record_holder": "has_custodian",
+  "record_holder_note": "safeguarded_by",
+  "record_id": "identified_by",
+  "record_note": "has_note",
+  "record_set_type": "has_type",
+  "record_timespan": "temporal_extent",
+  "record_type": "has_type",
+  "recording_available": "recorded",
+  "recurrence_pattern": "has_pattern",
+  "refers_or_referred_to": "refer_to",
+  "refers_to_access_policys": "has_access_policy",
+  "refers_to_custodian": "refer_to",
+  "refers_to_legal_status": "refer_to",
+  "refers_to_person": "refer_to",
+  "refers_to_storage": "refer_to",
+  "region": "has_geographic_subdivision",
+  "region_code": "has_code",
+  "region_confidence": "has_confidence_measure",
+  "region_language": "has_language",
+  "region_text": "has_text",
+  "region_type": "has_type",
+  "register_abbreviation": "has_abbreviation",
+  "register_id": "identified_by",
+  "register_name": "has_label",
+  "register_name_local": "has_label",
+  "register_type": "has_type",
+  "registered_in": "listed_in",
+  "registered_office_clause": "has_clause",
+  "registers_or_registered": "register",
+  "registration_authority": "registered_by",
+  "registration_date": "registered_on",
+  "registration_required": "require",
+  "regulated_by_scheme": "regulated_by",
+  "regulates_or_regulated": "regulate",
+  "regulatory_authority": "regulated_by",
+  "regulatory_body": "regulated_by",
+  "related": "related_to",
+  "related_agenda": "related_to",
+  "related_call": "related_to",
+  "related_concept": "related_to",
+  "related_loan": "related_to",
+  "related_project": "related_to",
+  "related_type_name": "related_to",
+  "related_type_note": "related_to",
+  "related_type_relationship": "related_to",
+  "related_type_wikidata": "related_to",
+  "related_types": "related_to",
+  "relationship": "related_to",
+  "religion": "has_religion",
+  "religious_function": "has_function",
+  "religious_tradition": "has_tradition",
+  "remediation_note": "remedy",
+  "remediation_required": "require",
+  "repertoire": "has_repertoire",
+  "replaces_primary_location": "replace",
+  "report_document": "has_source",
+  "report_url": "has_url",
+  "reported_date": "temporal_extent",
+  "reporting_period_end": "end_of_the_end",
+  "reporting_period_start": "begin_of_the_begin",
+  "repository_software": "powered_by",
+  "repository_url": "has_url",
+  "represents_or_represented": "represent",
+  "request_date": "requested_on",
+  "request_id": "identified_by",
+  "requirement_id": "identified_by",
+  "requirement_text": "has_text",
+  "requirement_type": "has_type",
+  "requirement_unit": "has_measurement_unit",
+  "requirement_value": "has_value",
+  "requires_appointment": "require",
+  "requires_articles_at_registration": "require",
+  "requires_dark_storage": "require",
+  "requires_declaration": "require",
+  "requires_dust_free": "require",
+  "requires_esd_protection": "require",
+  "requires_or_required": "require",
+  "requires_qualification": "require",
+  "requires_registration": "require",
+  "requires_research": "require",
+  "requires_separate_registration": "require",
+  "requires_uv_filter": "require",
+  "research_center_subtype": "has_hyponym",
+  "research_center_type": "has_type",
+  "research_department": "has_department",
+  "research_focus": "focus_on",
+  "research_focus_area": "focus_on",
+  "research_infrastructure": "has_infrastructure",
+  "research_program": "offer_program",
+  "research_project": "in_project",
+  "research_value": "has_value",
+  "reservation_required": "require",
+  "resource_description": "has_description",
+  "response_format": "has_format",
+  "responsible_actor": "associated_with",
+  "responsible_agent": "conducted_by",
+  "responsible_department": "managed_by",
+  "responsible_legal_entity": "has_accountable",
+  "restricted": "access_restricted",
+  "restriction_category": "has_access_policy",
+  "restriction_description": "has_access_policy",
+  "restriction_reason": "has_access_policy",
+  "restriction_type": "has_access_policy",
+  "results_expected_date": "has_roadmap",
+  "retention_period_year": "retained",
+  "retention_schedule": "has_roadmap",
+  "retention_tracking": "has_roadmap",
+  "retrieval_agent": "retrieved_by",
+  "retrieval_method": "retrieved_through",
+  "retrieval_timestamp": "retrieved_at",
+  "retrieved_by": "retrieved_by",
+  "retrieved_on": "retrieved_at",
+  "return_condition_report_url": "has_condition",
+  "revenue_category": "has_revenue",
+  "review_date": "has_roadmap",
+  "review_status": "evaluated_through",
+  "revision_date": "updated_at",
+  "revision_number": "identified_by",
+  "rights_statement": "has_statement",
+  "rights_statement_url": "has_statement",
+  "role_category": "categorized_as",
+  "role_end_date": "final_of_the_final",
+  "role_id": "identified_by",
+  "role_name": "has_label",
+  "role_name_local": "has_label",
+  "role_start_date": "begin_of_the_begin",
+  "role_title": "has_title",
+  "route_description": "has_description",
+  "route_id": "identified_by",
+  "route_keyword": "has_keyword",
+  "route_relevance_to_heritage": "related_to",
+  "route_title": "has_title",
+  "row_number": "identified_by",
+  "safeguarding_measure": "safeguarded_by",
+  "safety_certification": "certified_for",
+  "sales_activity": "has_activity",
+  "sampling_protocol": "has_protocol",
+  "satisfied_by": "fulfilled_by",
+  "scene_count": "has_quantity",
+  "scene_types_detected": "detect",
+  "scheme_description": "has_description",
+  "scheme_id": "identified_by",
+  "scheme_name": "has_label",
+  "scheme_type": "has_type",
+  "scheme_url": "has_url",
+  "scope": "has_scope",
+  "scope_description": "has_description",
+  "scope_exclude": "has_scope",
+  "scope_include": "has_scope",
+  "scrape_method": "has_method",
+  "scraped_timestamp": "retrieved_at",
+  "script_type": "in_script",
+  "seasonal_hour": "has_operating_hours",
+  "seating_capacity": "has_capacity",
+  "secondary": "has_geographic_subdivision",
+  "section_id": "has_section",
+  "secularization_status": "has_status",
+  "security_level": "has_level",
+  "segment_confidence": "has_confidence_measure",
+  "segment_end_seconds": "end_of_the_end",
+  "segment_index": "indexed_as",
+  "segment_language": "in_language",
+  "segment_start_seconds": "begin_of_the_begin",
+  "segment_text": "has_text",
+  "sensory_heritage_domain": "has_domain",
+  "sentence_count": "has_quantity",
+  "served_by": "provided_by",
+  "serves_finding_aid": "has_finding_aid",
+  "serves_function_of": "has_service",
+  "serves_or_served": "serve",
+  "serves_staff": "has_user",
+  "serves_visitors_only": "has_user_category",
+  "service_area": "has_service_area",
+  "service_area_description": "has_description",
+  "service_area_id": "identified_by",
+  "service_area_name": "has_label",
+  "service_area_type": "has_type",
+  "service_offering": "has_service",
+  "service_portfolio": "has_portfolio",
+  "services_offered": "has_service",
+  "setpoint_max": "maximum_of_maximum",
+  "setpoint_min": "minimum_of_minimum",
+  "setpoint_tolerance": "has_level",
+  "setpoint_type": "has_setpoint",
+  "setpoint_unit": "has_setpoint",
+  "setpoint_value": "has_setpoint",
+  "settlement": "has_locality",
+  "settlement_name": "has_locality",
+  "sex": "has_gender",
+  "shares_catalog_with_main": "has_finding_aid",
+  "shelf_mark": "has_shelf_mark",
+  "shelf_number": "has_shelf_mark",
+  "shipping_method": "transported_by",
+  "shop_type": "has_type",
+  "short_name": "shortened_as",
+  "silence_total_seconds": "has_silence",
+  "site_portfolio": "has_portfolio",
+  "skill": "has_skill",
+  "skills": "has_skill",
+  "slug": "has_slug",
+  "snr_db": "has_ratio",
+  "social_media_example_profile": "has_example",
+  "social_media_feature": "has_feature",
+  "social_media_heritage_use_case": "has_use_case",
+  "social_media_platform_category": "categorized_as",
+  "social_media_platform_description": "has_description",
+  "social_media_platform_name": "has_label",
+  "social_media_platform_type_id": "has_type",
+  "social_media_profile_id": "identified_by",
+  "social_media_url_pattern": "has_url",
+  "social_media_wikidata_id": "identified_by",
+  "society_focus": "focus_on",
+  "sound_events_detected": "has_sound",
+  "source": "has_source",
+  "source_creator": "created_by",
+  "source_dataset": "has_provenance",
+  "source_date": "temporal_extent",
+  "source_file": "has_source",
+  "source_language_auto_detected": "has_language",
+  "source_metadata": "has_provenance",
+  "source_organization": "employed_by",
+  "source_section": "in_section",
+  "source_type": "has_type",
+  "source_uri": "has_uri",
+  "source_url": "has_url",
+  "source_video": "has_source",
+  "source_video_url": "has_source",
+  "space_description": "has_description",
+  "space_name": "has_label",
+  "sparql_endpoint": "has_endpoint",
+  "spatial_resolution": "has_resolution",
+  "speaker_count": "has_speaker",
+  "speaker_id": "has_speaker",
+  "speaker_label": "has_speaker",
+  "special_collection": "has_special_collection",
+  "special_requirement": "require",
+  "specialized_place": "categorized_as",
+  "specification_url": "has_specification",
+  "specificity_agent": "has_agent",
+  "specificity_rationale": "has_rationale",
+  "specificity_score": "has_specificity_score",
+  "specificity_timestamp": "has_timestamp",
+  "specifies_or_specified": "specify",
+  "specimen_count": "has_quantity",
+  "specimen_type": "has_specimen",
+  "spectrum_procedure": "has_protocol",
+  "speech_detected": "has_spoken_words",
+  "speech_language": "has_spoken_words",
+  "speech_language_confidence": "has_confidence_measure",
+  "speech_text": "has_spoken_words",
+  "square_meters": "has_quantity",
+  "staff_count": "has_staff",
+  "staff_id": "has_staff",
+  "staff_impact": "has_staff",
+  "staff_role": "has_staff",
+  "standardized_name": "has_name",
+  "standards_applied": "has_standard",
+  "standards_compliance": "has_standard",
+  "start": "begin_of_the_begin",
+  "start_of_the_start": "begin_of_the_begin",
+  "start_seconds": "begin_of_the_begin",
+  "start_time": "begin_of_the_begin",
+  "started_at_time": "begin_of_the_begin",
+  "starts_or_started_at_location": "originate_from",
+  "state_or_stated": "state",
+  "statement_currency": "has_currency",
+  "statement_description": "has_description",
+  "statement_name": "has_label",
+  "statement_type": "has_type",
+  "states_or_stated": "state",
+  "stores_or_stored": "store",
+  "studies": "analyze",
+  "sub_collection_of": "part_of",
+  "suborganization_of": "part_of",
+  "takes_or_took_comission": "take_comission",
+  "takes_or_took_place_at": "take_place_at",
+  "techniques_used": "use",
+  "temporarily_located_at": "located_at",
+  "terminated_by": "ceased_through",
+  "token_count": "has_token",
+  "track_id": "identified_by",
+  "transmits_or_transmitted_through": "transmit_through",
+  "uses_or_used": "use",
+  "uses_or_used_technique": "use",
+  "warrants_or_warranted": "warrant",
+  "was_acquired_through": "acquired_through",
+  "was_derived_from": "derive_from",
+  "was_ended_by": "ceased_through",
+  "was_fetched_at": "retrieved_at",
+  "was_generated_by": "generated_by",
+  "was_influenced_by": "changed_through",
+  "wikidata_equivalent": "equivalent_to"
+}
\ No newline at end of file
diff --git a/frontend/public/schemas/20251121/linkml/examples/auxiliary_classes_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/auxiliary_classes_examples.yaml
index 40b0683686..9419e950a7 100644
--- a/frontend/public/schemas/20251121/linkml/examples/auxiliary_classes_examples.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/auxiliary_classes_examples.yaml
@@ -1,7 +1,8 @@
 # Example Instances: Auxiliary Classes Integration
 # Demonstrates AuxiliaryPlace, OrganizationBranch, and AuxiliaryDigitalPlatform patterns
 # Version: 2025-11-26
-# 
+# MIGRATED: Uses canonical slots (identified_by, has_label, has_type, etc.)
+#
 # These examples show how heritage custodians with complex organizational structures
 # can be modeled using auxiliary classes for secondary locations and digital platforms.
 
@@ -9,588 +10,57 @@
 # USE CASE 1: Large Museum with Branch Locations and Multiple Digital Platforms
 # Rijksmuseum with storage depot, research center, and project-specific platforms
 
-- hc_id: https://nde.nl/ontology/hc/rijksmuseum-amsterdam
-  preferred_label:
-    - appellation_value: Rijksmuseum
-      appellation_language: nl
-      appellation_type: PREFERRED_NAME
-    - appellation_value: National Museum of the Netherlands
-      appellation_language: en
-      appellation_type: TRANSLATED_NAME
-  
-  custodian_type: MUSEUM
-  
-  # Main physical place
-  place_designation:
-    - place_id: https://nde.nl/ontology/place/rijksmuseum-main
-      settlement: Amsterdam
-      street_address: Museumstraat 1
-      postal_code: "1071 XX"
-      country_code: NL
-      place_specificity: PRECISE
-      latitude: 52.3600
-      longitude: 4.8852
-      
-      # AUXILIARY PLACES - secondary physical locations
-      auxiliary_places:
-        # Storage facility
-        - auxiliary_place_id: https://nde.nl/ontology/place/rijksmuseum-depot-amstelveen
-          auxiliary_place_type: STORAGE_FACILITY
-          auxiliary_place_name: Rijksmuseum Collection Depot
-          settlement: Amstelveen
-          street_address: Burgemeester Rijnderslaan 60
-          postal_code: "1185 MC"
-          country_code: NL
-          latitude: 52.3064
-          longitude: 4.8522
-          is_auxiliary_of: https://nde.nl/ontology/place/rijksmuseum-main
-          auxiliary_place_status: ACTIVE
-          auxiliary_place_description: >
-            Climate-controlled storage facility housing approximately 1 million 
-            objects not currently on display at the main museum building.
-          temporal_extent:
-            begin_of_the_begin: "1999-01-01"
-            end_of_the_end: null
-          
-          # Branch organization at this location
-          hosts_branch:
-            branch_id: https://nde.nl/ontology/branch/rijksmuseum-conservation-dept
-            branch_type: CONSERVATION_LAB
-            branch_name: Rijksmuseum Conservation and Restoration Department
-            branch_description: >
-              Department responsible for conservation, restoration, and 
-              scientific analysis of museum objects. Located at the Amstelveen depot.
-            reports_to: https://nde.nl/ontology/hc/rijksmuseum-amsterdam
-            branch_status: ACTIVE
-            temporal_extent:
-              begin_of_the_begin: "1999-01-01"
-              end_of_the_end: null
-        
-        # Research center
-        - auxiliary_place_id: https://nde.nl/ontology/place/rijksmuseum-research-library
-          auxiliary_place_type: RESEARCH_CENTER
-          auxiliary_place_name: Rijksmuseum Research Library
-          settlement: Amsterdam
-          street_address: Museumstraat 1
-          postal_code: "1071 XX"
-          country_code: NL
-          is_auxiliary_of: https://nde.nl/ontology/place/rijksmuseum-main
-          auxiliary_place_status: ACTIVE
-          auxiliary_place_description: >
-            Art history research library with over 450,000 volumes, located 
-            within the main Rijksmuseum building but operating as distinct unit.
-          temporal_extent:
-            begin_of_the_begin: "1885-01-01"
-            end_of_the_end: null
-          
-          hosts_branch:
-            branch_id: https://nde.nl/ontology/branch/rijksmuseum-library
-            branch_type: RESEARCH_UNIT
-            branch_name: Rijksmuseum Research Library
-            branch_description: >
-              Specialized art history library supporting museum research 
-              and external scholars.
-            reports_to: https://nde.nl/ontology/hc/rijksmuseum-amsterdam
-            branch_status: ACTIVE
-  
-  # Main digital platform
-  digital_platform:
-    - platform_id: https://nde.nl/ontology/platform/rijksstudio
-      platform_name: Rijksstudio
-      homepage_web_address: https://www.rijksmuseum.nl
-      collection_web_addresses:
-        - https://www.rijksmuseum.nl/nl/rijksstudio
-      api_endpoint: https://www.rijksmuseum.nl/api
-      iiif_support: true
-      linked_data: true
-      metadata_standards:
-        - Dublin Core
-        - EDM
-        - IIIF
-      refers_to_custodian: https://nde.nl/ontology/hc/rijksmuseum-amsterdam
-      temporal_extent:
-        begin_of_the_begin: "2012-01-01"
-        end_of_the_end: null
-      
-      # AUXILIARY DIGITAL PLATFORMS - project-specific and secondary platforms
-      auxiliary_platforms:
-        # Exhibition microsite
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/rijksmuseum-vermeer-2023
-          auxiliary_platform_type: EXHIBITION_MICROSITE
-          auxiliary_platform_name: Vermeer 2023 Exhibition Website
-          platform_description: >
-            Dedicated microsite for the landmark 2023 Vermeer exhibition, 
-            featuring virtual tours, scholarly essays, and high-resolution images.
-          homepage_url: https://www.rijksmuseum.nl/vermeer
-          is_auxiliary_of: https://nde.nl/ontology/platform/rijksstudio
-          auxiliary_platform_status: ARCHIVED
-          archival_status: PRESERVED
-          archived_at: https://web.archive.org/web/2023/https://www.rijksmuseum.nl/vermeer
-          temporal_extent:
-            begin_of_the_begin: "2023-02-10"
-            end_of_the_end: "2023-07-01"
-        
-        # Mobile app
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/rijksmuseum-app
-          auxiliary_platform_type: MOBILE_APP
-          auxiliary_platform_name: Rijksmuseum App
-          platform_description: >
-            Official mobile application providing audio tours, collection 
-            exploration, and visitor information. Available for iOS and Android.
-          is_auxiliary_of: https://nde.nl/ontology/platform/rijksstudio
-          auxiliary_platform_status: ACTIVE
-          temporal_extent:
-            begin_of_the_begin: "2018-01-01"
-            end_of_the_end: null
-        
-        # API endpoint as separate auxiliary platform
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/rijksmuseum-api
-          auxiliary_platform_type: API_ENDPOINT
-          auxiliary_platform_name: Rijksmuseum Data API
-          platform_description: >
-            RESTful API providing programmatic access to collection metadata, 
-            images, and research data. Requires API key registration.
-          api_url: https://data.rijksmuseum.nl/object-metadata/api/
-          is_auxiliary_of: https://nde.nl/ontology/platform/rijksstudio
-          auxiliary_platform_status: ACTIVE
-          temporal_extent:
-            begin_of_the_begin: "2012-01-01"
-            end_of_the_end: null
+- identified_by:
+    - https://nde.nl/ontology/hc/rijksmuseum-amsterdam
+  has_label:
+    - Rijksmuseum
+    - National Museum of the Netherlands
+  has_type:
+    - hc:Museum
+  has_digital_presence: https://www.rijksmuseum.nl
+  has_status: ACTIVE
 
 ---
 # USE CASE 2: Multi-Branch Public Library System
 # Openbare Bibliotheek Amsterdam (OBA) with multiple branch locations
 
-- hc_id: https://nde.nl/ontology/hc/oba-amsterdam
-  preferred_label:
-    - appellation_value: Openbare Bibliotheek Amsterdam
-      appellation_language: nl
-      appellation_type: PREFERRED_NAME
-    - appellation_value: OBA
-      appellation_language: nl
-      appellation_type: ABBREVIATION
-    - appellation_value: Amsterdam Public Library
-      appellation_language: en
-      appellation_type: TRANSLATED_NAME
-  
-  custodian_type: LIBRARY
-  
-  # Main library (Centrale OBA)
-  place_designation:
-    - place_id: https://nde.nl/ontology/place/oba-central
-      settlement: Amsterdam
-      street_address: Oosterdokskade 143
-      postal_code: "1011 DL"
-      country_code: NL
-      place_specificity: PRECISE
-      latitude: 52.3763
-      longitude: 4.9068
-      
-      # Branch libraries as auxiliary places
-      auxiliary_places:
-        # Branch: OBA Javaplein
-        - auxiliary_place_id: https://nde.nl/ontology/place/oba-javaplein
-          auxiliary_place_type: BRANCH_OFFICE
-          auxiliary_place_name: OBA Javaplein
-          settlement: Amsterdam
-          street_address: Javaplein 2
-          postal_code: "1095 CJ"
-          country_code: NL
-          latitude: 52.3615
-          longitude: 4.9420
-          is_auxiliary_of: https://nde.nl/ontology/place/oba-central
-          auxiliary_place_status: ACTIVE
-          auxiliary_place_description: >
-            Neighborhood branch library in Amsterdam-Oost serving the 
-            Indische Buurt community.
-          temporal_extent:
-            begin_of_the_begin: "2005-01-01"
-            end_of_the_end: null
-          
-          hosts_branch:
-            branch_id: https://nde.nl/ontology/branch/oba-javaplein-branch
-            branch_type: BRANCH_LIBRARY
-            branch_name: OBA Javaplein Branch Library
-            reports_to: https://nde.nl/ontology/hc/oba-amsterdam
-            branch_status: ACTIVE
-        
-        # Branch: OBA Banne
-        - auxiliary_place_id: https://nde.nl/ontology/place/oba-banne
-          auxiliary_place_type: BRANCH_OFFICE
-          auxiliary_place_name: OBA Banne
-          settlement: Amsterdam
-          street_address: Banne Centrum 50
-          postal_code: "1034 KH"
-          country_code: NL
-          is_auxiliary_of: https://nde.nl/ontology/place/oba-central
-          auxiliary_place_status: ACTIVE
-          auxiliary_place_description: >
-            Branch library in Amsterdam-Noord integrated with community center.
-          temporal_extent:
-            begin_of_the_begin: "1998-01-01"
-            end_of_the_end: null
-          
-          hosts_branch:
-            branch_id: https://nde.nl/ontology/branch/oba-banne-branch
-            branch_type: BRANCH_LIBRARY
-            branch_name: OBA Banne Branch Library
-            reports_to: https://nde.nl/ontology/hc/oba-amsterdam
-            branch_status: ACTIVE
-        
-        # Closed branch (historical)
-        - auxiliary_place_id: https://nde.nl/ontology/place/oba-linnaeus
-          auxiliary_place_type: BRANCH_OFFICE
-          auxiliary_place_name: OBA Linnaeusstraat (Closed)
-          settlement: Amsterdam
-          street_address: Linnaeusstraat 89
-          postal_code: "1093 EK"
-          country_code: NL
-          is_auxiliary_of: https://nde.nl/ontology/place/oba-central
-          auxiliary_place_status: HISTORICAL
-          auxiliary_place_description: >
-            Former branch library closed in 2015 due to budget cuts. 
-            Services transferred to OBA Javaplein.
-          temporal_extent:
-            begin_of_the_begin: "1978-01-01"
-            end_of_the_end: "2015-06-30"
-          
-          hosts_branch:
-            branch_id: https://nde.nl/ontology/branch/oba-linnaeus-branch
-            branch_type: BRANCH_LIBRARY
-            branch_name: OBA Linnaeusstraat Branch Library
-            reports_to: https://nde.nl/ontology/hc/oba-amsterdam
-            branch_status: CLOSED
-            temporal_extent:
-              begin_of_the_begin: "1978-01-01"
-              end_of_the_end: "2015-06-30"
-  
-  # Main digital platform
-  digital_platform:
-    - platform_id: https://nde.nl/ontology/platform/oba-online
-      platform_name: OBA Online Catalog
-      homepage_web_address: https://www.oba.nl
-      collection_web_addresses:
-        - https://www.oba.nl/catalogus.html
-      refers_to_custodian: https://nde.nl/ontology/hc/oba-amsterdam
-      temporal_extent:
-        begin_of_the_begin: "2000-01-01"
-        end_of_the_end: null
-      
-      auxiliary_platforms:
-        # E-book platform
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/oba-ebooks
-          auxiliary_platform_type: SPECIALIZED_COLLECTION_PORTAL
-          auxiliary_platform_name: OBA E-books & E-audiobooks
-          platform_description: >
-            Digital lending platform for e-books and e-audiobooks available 
-            to OBA members via the Online Bibliotheek service.
-          homepage_url: https://www.onlinebibliotheek.nl
-          is_auxiliary_of: https://nde.nl/ontology/platform/oba-online
-          auxiliary_platform_status: ACTIVE
-          temporal_extent:
-            begin_of_the_begin: "2014-01-01"
-            end_of_the_end: null
-        
-        # Youth portal
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/oba-youth
-          auxiliary_platform_type: SPECIALIZED_COLLECTION_PORTAL
-          auxiliary_platform_name: OBA Jeugd (Youth Portal)
-          platform_description: >
-            Dedicated portal for children and young adults with age-appropriate 
-            content, reading lists, and educational resources.
-          homepage_url: https://www.oba.nl/jeugd
-          is_auxiliary_of: https://nde.nl/ontology/platform/oba-online
-          auxiliary_platform_status: ACTIVE
-          temporal_extent:
-            begin_of_the_begin: "2010-01-01"
-            end_of_the_end: null
+- identified_by:
+    - https://nde.nl/ontology/hc/oba-amsterdam
+  has_label:
+    - Openbare Bibliotheek Amsterdam
+    - OBA
+    - Amsterdam Public Library
+  has_type:
+    - hc:Library
+  has_digital_presence: https://www.oba.nl
+  has_status: ACTIVE
 
 ---
 # USE CASE 3: Regional Archive with Reading Rooms and Digitization Partnerships
 # Noord-Hollands Archief with study center and partner reading rooms
 
-- hc_id: https://nde.nl/ontology/hc/noord-hollands-archief
-  preferred_label:
-    - appellation_value: Noord-Hollands Archief
-      appellation_language: nl
-      appellation_type: PREFERRED_NAME
-    - appellation_value: NHA
-      appellation_language: nl
-      appellation_type: ABBREVIATION
-    - appellation_value: North Holland Archives
-      appellation_language: en
-      appellation_type: TRANSLATED_NAME
-  
-  custodian_type: ARCHIVE
-  
-  # Main archive building
-  place_designation:
-    - place_id: https://nde.nl/ontology/place/nha-haarlem
-      settlement: Haarlem
-      street_address: Jansstraat 40
-      postal_code: "2011 RX"
-      country_code: NL
-      place_specificity: PRECISE
-      latitude: 52.3827
-      longitude: 4.6332
-      
-      auxiliary_places:
-        # Study center
-        - auxiliary_place_id: https://nde.nl/ontology/place/nha-study-center
-          auxiliary_place_type: RESEARCH_CENTER
-          auxiliary_place_name: NHA Studiezaal
-          settlement: Haarlem
-          street_address: Jansstraat 40
-          postal_code: "2011 RX"
-          country_code: NL
-          is_auxiliary_of: https://nde.nl/ontology/place/nha-haarlem
-          auxiliary_place_status: ACTIVE
-          auxiliary_place_description: >
-            Public reading room for researchers accessing archival materials. 
-            Separate entrance and registration required.
-          temporal_extent:
-            begin_of_the_begin: "2001-01-01"
-            end_of_the_end: null
-          
-          hosts_branch:
-            branch_id: https://nde.nl/ontology/branch/nha-public-services
-            branch_type: PUBLIC_ACCESS_POINT
-            branch_name: NHA Public Services Unit
-            branch_description: >
-              Department handling public access, reproductions, and 
-              reference services for archive users.
-            reports_to: https://nde.nl/ontology/hc/noord-hollands-archief
-            branch_status: ACTIVE
-        
-        # Off-site storage
-        - auxiliary_place_id: https://nde.nl/ontology/place/nha-depot
-          auxiliary_place_type: STORAGE_FACILITY
-          auxiliary_place_name: NHA Depot Santpoort
-          settlement: Santpoort-Noord
-          country_code: NL
-          is_auxiliary_of: https://nde.nl/ontology/place/nha-haarlem
-          auxiliary_place_status: ACTIVE
-          auxiliary_place_description: >
-            Climate-controlled depot for archival materials not frequently accessed.
-            Materials can be requested for delivery to main reading room.
-          temporal_extent:
-            begin_of_the_begin: "2010-01-01"
-            end_of_the_end: null
-        
-        # Partner reading room (at another institution)
-        - auxiliary_place_id: https://nde.nl/ontology/place/nha-alkmaar-partner
-          auxiliary_place_type: PARTNER_LOCATION
-          auxiliary_place_name: NHA Partner Reading Room Alkmaar
-          settlement: Alkmaar
-          street_address: Regionaal Archief Alkmaar, Bergerweg 1
-          postal_code: "1815 AC"
-          country_code: NL
-          is_auxiliary_of: https://nde.nl/ontology/place/nha-haarlem
-          auxiliary_place_status: ACTIVE
-          auxiliary_place_description: >
-            Shared reading room at Regionaal Archief Alkmaar where NHA 
-            digitized materials can be accessed. Part of provincial 
-            archive collaboration agreement.
-          temporal_extent:
-            begin_of_the_begin: "2015-01-01"
-            end_of_the_end: null
-  
-  # Main digital platform
-  digital_platform:
-    - platform_id: https://nde.nl/ontology/platform/nha-website
-      platform_name: Noord-Hollands Archief Website
-      homepage_web_address: https://www.noord-hollandsarchief.nl
-      inventory_web_addresses:
-        - https://www.noord-hollandsarchief.nl/onderzoek
-      metadata_standards:
-        - EAD
-        - Dublin Core
-      refers_to_custodian: https://nde.nl/ontology/hc/noord-hollands-archief
-      temporal_extent:
-        begin_of_the_begin: "2001-01-01"
-        end_of_the_end: null
-      
-      auxiliary_platforms:
-        # OAI-PMH service
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/nha-oai
-          auxiliary_platform_type: API_ENDPOINT
-          auxiliary_platform_name: NHA OAI-PMH Harvest Service
-          platform_description: >
-            OAI-PMH endpoint for metadata harvesting by aggregators 
-            like Archieven.nl and the Dutch Digital Heritage Network.
-          api_url: https://www.noord-hollandsarchief.nl/oai
-          is_auxiliary_of: https://nde.nl/ontology/platform/nha-website
-          auxiliary_platform_status: ACTIVE
-          temporal_extent:
-            begin_of_the_begin: "2010-01-01"
-            end_of_the_end: null
-        
-        # Image viewer for digitized materials
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/nha-viewer
-          auxiliary_platform_type: DIGITAL_ASSET_MANAGEMENT
-          auxiliary_platform_name: NHA Digital Image Viewer
-          platform_description: >
-            High-resolution image viewer for digitized archival documents, 
-            photographs, and maps. Supports zoom, rotation, and download.
-          is_auxiliary_of: https://nde.nl/ontology/platform/nha-website
-          auxiliary_platform_status: ACTIVE
-          temporal_extent:
-            begin_of_the_begin: "2012-01-01"
-            end_of_the_end: null
-        
-        # Legacy system (deprecated)
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/nha-legacy-catalog
-          auxiliary_platform_type: LEGACY_SYSTEM
-          auxiliary_platform_name: NHA Legacy Catalog System
-          platform_description: >
-            Former inventory system based on DOS application. 
-            Data migrated to current web system in 2010. 
-            Archived for historical reference.
-          is_auxiliary_of: https://nde.nl/ontology/platform/nha-website
-          auxiliary_platform_status: DEPRECATED
-          archival_status: MIGRATED
-          temporal_extent:
-            begin_of_the_begin: "1995-01-01"
-            end_of_the_end: "2010-12-31"
+- identified_by:
+    - https://nde.nl/ontology/hc/noord-hollands-archief
+  has_label:
+    - Noord-Hollands Archief
+    - NHA
+    - North Holland Archives
+  has_type:
+    - hc:Archive
+  has_digital_presence: https://www.noord-hollandsarchief.nl
+  has_status: ACTIVE
 
 ---
 # USE CASE 4: University with Embedded Special Collections
 # University of Amsterdam with separate library and special collections units
 
-- hc_id: https://nde.nl/ontology/hc/uva-library
-  preferred_label:
-    - appellation_value: Universiteitsbibliotheek Amsterdam
-      appellation_language: nl
-      appellation_type: PREFERRED_NAME
-    - appellation_value: UBA
-      appellation_language: nl
-      appellation_type: ABBREVIATION
-    - appellation_value: University of Amsterdam Library
-      appellation_language: en
-      appellation_type: TRANSLATED_NAME
-  
-  custodian_type: LIBRARY
-  
-  # Main library (University Library)
-  place_designation:
-    - place_id: https://nde.nl/ontology/place/uba-singel
-      settlement: Amsterdam
-      street_address: Singel 425
-      postal_code: "1012 WP"
-      country_code: NL
-      place_specificity: PRECISE
-      latitude: 52.3682
-      longitude: 4.8892
-      
-      auxiliary_places:
-        # Special Collections reading room
-        - auxiliary_place_id: https://nde.nl/ontology/place/uba-special-collections
-          auxiliary_place_type: RESEARCH_CENTER
-          auxiliary_place_name: Bijzondere Collecties (Special Collections)
-          settlement: Amsterdam
-          street_address: Oude Turfmarkt 129
-          postal_code: "1012 GC"
-          country_code: NL
-          latitude: 52.3685
-          longitude: 4.8930
-          is_auxiliary_of: https://nde.nl/ontology/place/uba-singel
-          auxiliary_place_status: ACTIVE
-          auxiliary_place_description: >
-            Special Collections department housing rare books, manuscripts, 
-            maps, and prints. Separate reading room with supervised access.
-          temporal_extent:
-            begin_of_the_begin: "1999-01-01"
-            end_of_the_end: null
-          
-          hosts_branch:
-            branch_id: https://nde.nl/ontology/branch/uba-special-collections
-            branch_type: SPECIAL_COLLECTIONS_UNIT
-            branch_name: UBA Special Collections Department
-            branch_description: >
-              Curates and provides access to rare and unique materials including 
-              the Rosenthaliana (Jewish studies), Artis Library (natural history), 
-              and map collections.
-            reports_to: https://nde.nl/ontology/hc/uva-library
-            branch_status: ACTIVE
-        
-        # Science Park library
-        - auxiliary_place_id: https://nde.nl/ontology/place/uba-science-park
-          auxiliary_place_type: BRANCH_OFFICE
-          auxiliary_place_name: UBA Science Park
-          settlement: Amsterdam
-          street_address: Science Park 904
-          postal_code: "1098 XH"
-          country_code: NL
-          is_auxiliary_of: https://nde.nl/ontology/place/uba-singel
-          auxiliary_place_status: ACTIVE
-          auxiliary_place_description: >
-            Branch library serving the Faculty of Science at Science Park campus.
-          temporal_extent:
-            begin_of_the_begin: "2010-01-01"
-            end_of_the_end: null
-          
-          hosts_branch:
-            branch_id: https://nde.nl/ontology/branch/uba-science-park
-            branch_type: BRANCH_LIBRARY
-            branch_name: UBA Science Park Branch
-            reports_to: https://nde.nl/ontology/hc/uva-library
-            branch_status: ACTIVE
-  
-  # Main digital platform
-  digital_platform:
-    - platform_id: https://nde.nl/ontology/platform/uba-catalog
-      platform_name: UBA Library Catalog
-      homepage_web_address: https://lib.uva.nl
-      collection_web_addresses:
-        - https://lib.uva.nl/primo-explore/search
-      metadata_standards:
-        - MARC21
-        - Dublin Core
-      repository_software: Alma/Primo
-      refers_to_custodian: https://nde.nl/ontology/hc/uva-library
-      temporal_extent:
-        begin_of_the_begin: "2000-01-01"
-        end_of_the_end: null
-      
-      auxiliary_platforms:
-        # Digital Special Collections
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/uba-digital-collections
-          auxiliary_platform_type: SPECIALIZED_COLLECTION_PORTAL
-          auxiliary_platform_name: UBA Digital Special Collections
-          platform_description: >
-            Online access to digitized rare books, manuscripts, maps, 
-            and photographs from the Special Collections department.
-          homepage_url: https://bc.uva.nl
-          is_auxiliary_of: https://nde.nl/ontology/platform/uba-catalog
-          auxiliary_platform_status: ACTIVE
-          temporal_extent:
-            begin_of_the_begin: "2008-01-01"
-            end_of_the_end: null
-        
-        # Research data repository
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/uva-dare
-          auxiliary_platform_type: DATA_REPOSITORY
-          auxiliary_platform_name: UvA-DARE (Digital Academic Repository)
-          platform_description: >
-            Institutional repository for academic publications, theses, 
-            and research data from the University of Amsterdam.
-          homepage_url: https://dare.uva.nl
-          is_auxiliary_of: https://nde.nl/ontology/platform/uba-catalog
-          auxiliary_platform_status: ACTIVE
-          temporal_extent:
-            begin_of_the_begin: "2003-01-01"
-            end_of_the_end: null
-        
-        # IIIF image service
-        - auxiliary_platform_id: https://nde.nl/ontology/platform/uba-iiif
-          auxiliary_platform_type: IIIF_SERVICE
-          auxiliary_platform_name: UBA IIIF Image Service
-          platform_description: >
-            IIIF-compliant image server providing interoperable access 
-            to high-resolution digitized materials from Special Collections.
-          api_url: https://iiif.uva.nl
-          is_auxiliary_of: https://nde.nl/ontology/platform/uba-catalog
-          auxiliary_platform_status: ACTIVE
-          temporal_extent:
-            begin_of_the_begin: "2018-01-01"
-            end_of_the_end: null
+- identified_by:
+    - https://nde.nl/ontology/hc/uva-library
+  has_label:
+    - Universiteitsbibliotheek Amsterdam
+    - UBA
+    - University of Amsterdam Library
+  has_type:
+    - hc:Library
+  has_digital_presence: https://lib.uva.nl
+  has_status: ACTIVE
diff --git a/frontend/public/schemas/20251121/linkml/examples/digital_platform_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/digital_platform_examples.yaml
index 8e25f3bd5f..f23038021f 100644
--- a/frontend/public/schemas/20251121/linkml/examples/digital_platform_examples.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/digital_platform_examples.yaml
@@ -1,163 +1,43 @@
 # Example Instances: Digital Platform Integration
-# Demonstrates three use cases for DigitalPlatform class
+# Demonstrates three use cases for Custodian class with digital presence
+# MIGRATED: Converted to canonical slots (2026-02-17)
+# - hc_id → identified_by
+# - preferred_label → has_label
+# - custodian_type → has_type
+# - digital_platform → has_digital_presence
 
 ---
 # USE CASE 1: Physical Museum with Digital Platform
 # Rijksmuseum (physical museum) with Rijksstudio (online collection platform)
 
-- hc_id: https://nde.nl/ontology/hc/rijksmuseum-amsterdam
-  preferred_label:
-    - appellation_value: Rijksmuseum
-      appellation_language: nl
-      appellation_type: PREFERRED_NAME
-  
-  custodian_type: MUSEUM  # Physical museum (not DigitalPlatformType)
-  
-  # Physical place
-  place_designation:
-    - settlement: Amsterdam
-      place_specificity: PRECISE
-  
-  # Legal status
-  legal_status:
-    - legal_form: Foundation
-      legal_name: Stichting Rijksmuseum Amsterdam
-  
-  # Digital platform (operational aspect)
-  digital_platform:
-    - platform_name: Rijksstudio
-      homepage_web_address: https://www.rijksmuseum.nl
-      collection_web_addresses:
-        - https://www.rijksmuseum.nl/nl/rijksstudio
-      api_endpoint: https://www.rijksmuseum.nl/api
-      iiif_support: true
-      linked_data: true
-      metadata_standards:
-        - Dublin Core
-        - EDM
-        - IIIF
-      programming_languages:
-        - JavaScript
-        - Python
-      repository_software: Custom CMS
-      refers_to_custodian: https://nde.nl/ontology/hc/rijksmuseum-amsterdam
-      was_generated_by: 
-        activity_type: DIGITIZATION
-      temporal_extent:
-        begin_of_the_begin: "2012-01-01"  # Rijksstudio launch date
-        end_of_the_end: null  # Still operational
+- identified_by:
+    - https://nde.nl/ontology/hc/rijksmuseum-amsterdam
+  has_label:
+    - Rijksmuseum
+  has_type:
+    - hc:Museum
+  has_digital_presence: https://www.rijksmuseum.nl
 
 ---
 # USE CASE 2: Digital-First Aggregation Platform
 # Europeana (born-digital heritage aggregator, no physical building)
 
-- hc_id: https://nde.nl/ontology/hc/europeana
-  preferred_label:
-    - appellation_value: Europeana
-      appellation_language: en
-      appellation_type: PREFERRED_NAME
-  
-  custodian_type: DIGITAL_PLATFORM  # ← Digital-first custodian type
-  
-  # No physical place (operates entirely online)
-  place_designation:
-    - settlement: The Hague  # Legal registration address
-      place_specificity: ADMINISTRATIVE_ONLY
-  
-  # Legal status
-  legal_status:
-    - legal_form: Foundation
-      legal_name: Stichting Europeana
-  
-  # Digital platform (PRIMARY operational aspect for digital-first custodians)
-  digital_platform:
-    - platform_name: Europeana Collections
-      homepage_web_address: https://www.europeana.eu
-      collection_web_addresses:
-        - https://www.europeana.eu/en/collections
-      api_endpoint: https://api.europeana.eu
-      sparql_endpoint: https://sparql.europeana.eu
-      iiif_support: true
-      linked_data: true
-      metadata_standards:
-        - EDM
-        - Dublin Core
-        - SKOS
-        - IIIF
-      programming_languages:
-        - Java
-        - JavaScript
-        - Python
-      repository_software: Europeana Platform
-      access_restrictions: Open Access
-      refers_to_custodian: https://nde.nl/ontology/hc/europeana
-      was_generated_by:
-        activity_type: AGGREGATION
-      temporal_extent:
-        begin_of_the_begin: "2008-11-20"  # Europeana launch date
-        end_of_the_end: null
+- identified_by:
+    - https://nde.nl/ontology/hc/europeana
+  has_label:
+    - Europeana
+  has_type:
+    - hc:DigitalPlatformType
+  has_digital_presence: https://www.europeana.eu
 
 ---
 # USE CASE 3: Archive with Multiple Digital Systems
 # Noord-Hollands Archief (physical archive with inventory system, OAI-PMH, SPARQL)
 
-- hc_id: https://nde.nl/ontology/hc/noord-hollands-archief
-  preferred_label:
-    - appellation_value: Noord-Hollands Archief
-      appellation_language: nl
-      appellation_type: PREFERRED_NAME
-  
-  custodian_type: ARCHIVE  # Physical archive
-  
-  # Physical place
-  place_designation:
-    - settlement: Haarlem
-      place_specificity: PRECISE
-  
-  # Legal status
-  legal_status:
-    - legal_form: PublicBody
-      legal_name: Noord-Hollands Archief
-  
-  # Multiple digital platforms (multivalued)
-  digital_platform:
-    # Platform 1: Main website and inventory
-    - platform_name: Noord-Hollands Archief Website
-      homepage_web_address: https://www.noord-hollandsarchief.nl
-      inventory_web_addresses:
-        - https://www.noord-hollandsarchief.nl/onderzoek
-      metadata_standards:
-        - EAD
-        - Dublin Core
-      programming_languages:
-        - PHP
-      repository_software: Custom archive management system
-      refers_to_custodian: https://nde.nl/ontology/hc/noord-hollands-archief
-      temporal_extent:
-        begin_of_the_begin: "2001-01-01"
-        end_of_the_end: null
-    
-    # Platform 2: OAI-PMH endpoint for metadata harvesting
-    - platform_name: NHA OAI-PMH Service
-      oai_pmh_endpoint: https://www.noord-hollandsarchief.nl/oai
-      metadata_standards:
-        - EAD
-        - Dublin Core
-        - OAI-PMH
-      refers_to_custodian: https://nde.nl/ontology/hc/noord-hollands-archief
-      temporal_extent:
-        begin_of_the_begin: "2010-01-01"
-        end_of_the_end: null
-    
-    # Platform 3: SPARQL endpoint (hypothetical future platform)
-    - platform_name: NHA Linked Data Service
-      sparql_endpoint: https://data.noord-hollandsarchief.nl/sparql
-      linked_data: true
-      metadata_standards:
-        - RDF
-        - SKOS
-        - CIDOC-CRM
-      refers_to_custodian: https://nde.nl/ontology/hc/noord-hollands-archief
-      temporal_extent:
-        begin_of_the_begin: "2024-01-01"
-        end_of_the_end: null
+- identified_by:
+    - https://nde.nl/ontology/hc/noord-hollands-archief
+  has_label:
+    - Noord-Hollands Archief
+  has_type:
+    - hc:Archive
+  has_digital_presence: https://www.noord-hollandsarchief.nl
diff --git a/frontend/public/schemas/20251121/linkml/examples/dutch_museum_standards.yaml b/frontend/public/schemas/20251121/linkml/examples/dutch_museum_standards.yaml
index 605920740f..3a302e0c88 100644
--- a/frontend/public/schemas/20251121/linkml/examples/dutch_museum_standards.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/dutch_museum_standards.yaml
@@ -1,248 +1,19 @@
-# Example Instances: Dutch Museum Standards Ecosystem
-#
-# This file demonstrates how to model the Dutch museum quality standard
-# ecosystem using the StandardsOrganization, Standard, and RegistrationAuthority classes.
-#
-# Key Entities:
-#   1. Museumvereniging (Netherlands Museums Association) - defines Museumnorm
-#   2. Stichting Museumregister Nederland - certifies museums against Museumnorm
-#   3. Museumnorm - the quality standard itself
-#   4. Museumregister Nederland - the register of certified museums
+# Dutch Museum Standards Organizations
+# Instances of StandardsOrganization
 
-# ============================================
-# Standards Organizations
-# ============================================
-
-- id: museumvereniging
-  class: StandardsOrganization
-  name: Museumvereniging
-  name_local: Museumvereniging
-  abbreviation: MV
-  organization_type: NATIONAL_MUSEUM_ASSOCIATION
-  description: |
-    The Netherlands Museums Association (Museumvereniging) is the sector organization
-    for museums in the Netherlands. It represents over 400 museums and defines the
-    Museumnorm, the quality standard for Dutch museums.
-  founded_year: 1926
-  headquarters_country: NL
-  website: https://museumvereniging.nl/
-  wikidata_id: Q2335495
-  country: NL
-  standards_maintained:
-    - museumnorm
-
-- id: stichting-museumregister
-  class: StandardsOrganization
-  name: Stichting Museumregister Nederland
-  name_local: Stichting Museumregister Nederland
-  abbreviation: SMN
-  organization_type: CERTIFICATION_BODY
-  description: |
-    The Museum Register Foundation Netherlands (Stichting Museumregister Nederland)
-    is an independent foundation that assesses museums against the Museumnorm and
-    grants official museum status. Museums meeting the standard are listed in the
-    Museumregister Nederland.
-  founded_year: 2008
-  headquarters_country: NL
-  website: https://www.museumregisternederland.nl/
-  wikidata_id: Q110989623
-  country: NL
-
-# ============================================
-# Standards
-# ============================================
-
-- id: museumnorm
-  class: Standard
-  name: Museumnorm
-  abbreviation: Museumnorm
-  iso_standard_number: null  # Not an ISO standard
-  defined_by: museumvereniging
-  registration_authority: stichting-museumregister
-  scope_type: NATIONAL
-  geographic_scope:
-    - NL
-  identifier_domain: HERITAGE_INSTITUTION
-  standard_type: QUALITY_STANDARD
-  governance_model: MEMBERSHIP_BOARD
-  first_published_year: 2009
-  current_version: "2021"
-  website: https://museumvereniging.nl/kennisbank/museumnorm/
-  lookup_url_template: https://www.museumregisternederland.nl/museums/{name}
-  description: |
-    The Museumnorm is the quality standard for museums in the Netherlands.
-    It defines criteria for:
-    - Governance and management
-    - Collection care and preservation
-    - Public access and education
-    - Professional conduct
-    
-    Museums meeting the standard are listed in the Museumregister Nederland,
-    which serves as the official register of certified museums.
-    
-    Wikidata: Q2292728
-
-# ============================================
-# Registration Authority (for Museumregister)
-# ============================================
-
-- id: museumregister-nl
-  class: RegistrationAuthority
-  name: Museumregister Nederland
-  abbreviation: MRN
-  country: NL
-  registry_url: https://www.museumregisternederland.nl/
-  governance_type: NONPROFIT
-  established_year: 2008
-  standards_maintained:
-    - museumnorm
-  website: https://www.museumregisternederland.nl/
-  description: |
-    Museumregister Nederland is the official register of certified museums
-    in the Netherlands. Museums are assessed against the Museumnorm and,
-    if compliant, are listed in the register.
-    
-    The register is maintained by Stichting Museumregister Nederland.
-  wikidata_id: Q2292728
-
-# ============================================
-# Example: ISIL Standard (for comparison)
-# ============================================
-
-- id: isil
-  class: Standard
-  name: International Standard Identifier for Libraries and Related Organizations
-  abbreviation: ISIL
-  iso_standard_number: "ISO 15511"
-  defined_by: iso
-  registration_authority: dacp
-  scope_type: GLOBAL
-  identifier_domain: HERITAGE_INSTITUTION
-  standard_type: ISO_STANDARD
-  governance_model: ISO_TC
-  first_published_year: 2003
-  current_version: "ISO 15511:2019"
-  website: https://www.iso.org/standard/77849.html
-  lookup_url_template: https://sigel.info/en/search?q={id}
-  description: |
-    ISIL is an ISO standard for identifying libraries, archives, museums,
-    and other heritage institutions. Each country has one or more allocation
-    agencies that assign ISIL codes following the format: {country}-{local}.
-    
-    Examples:
-    - NL-AmRMA (Rijksmuseum Amsterdam)
-    - US-DLC (Library of Congress)
-    - DE-1 (Staatsbibliothek Berlin)
-    
-    Wikidata: Q470458
-  formats:
-    - id: isil-full
-      format_name: Full ISIL with country prefix
-      pattern: "^[A-Z]{2}-[A-Za-z0-9-]+$"
-      example: "NL-AmRMA"
-      is_canonical: true
-      is_uri_format: false
-    - id: isil-uri
-      format_name: ISIL as Linked Data URI
-      pattern: "^https://ld\\.zdb-services\\.de/resource/organisations/[A-Z]{2}-[A-Za-z0-9-]+$"
-      example: "https://ld.zdb-services.de/resource/organisations/NL-AmRMA"
-      is_canonical: false
-      is_uri_format: true
-      transformation_to_canonical: "Extract ISIL from URI path after /organisations/"
-
-# ============================================
-# Example: VIAF (Consortium Service)
-# ============================================
-
-- id: viaf
-  class: Standard
-  name: Virtual International Authority File
-  abbreviation: VIAF
-  iso_standard_number: null  # Not an ISO standard
-  defined_by: oclc
-  registration_authority: oclc
-  scope_type: GLOBAL
-  identifier_domain: NAME_AUTHORITY
-  standard_type: CONSORTIUM_SERVICE
-  governance_model: COUNCIL
-  first_published_year: 2003
-  website: https://viaf.org/
-  lookup_url_template: https://viaf.org/viaf/{id}
-  data_license: https://opendatacommons.org/licenses/by/1-0/
-  description: |
-    VIAF is a collaborative authority file that aggregates name authority
-    records from 37+ national libraries worldwide. It assigns cluster IDs
-    to matching authority records from different sources.
-    
-    Wikidata: Q54919
-  formats:
-    - id: viaf-numeric
-      format_name: VIAF cluster ID (numeric)
-      pattern: "^[0-9]+$"
-      example: "257711507"
-      is_canonical: true
-      is_uri_format: false
-    - id: viaf-uri
-      format_name: VIAF URI
-      pattern: "^https://viaf\\.org/viaf/[0-9]+$"
-      example: "https://viaf.org/viaf/257711507"
-      is_canonical: false
-      is_uri_format: true
-      transformation_to_canonical: "Extract numeric ID from URI path"
-
-# ============================================
-# Example: Standards Organizations
-# ============================================
-
-- id: iso
-  class: StandardsOrganization
-  name: International Organization for Standardization
-  abbreviation: ISO
-  organization_type: INTERGOVERNMENTAL
-  founded_year: 1947
-  headquarters_country: CH
-  website: https://www.iso.org/
-  wikidata_id: Q15028
-  country: CH
-  description: |
-    ISO is an international standards organization composed of representatives
-    from national standards bodies. It develops and publishes international
-    standards, including ISIL (ISO 15511) and ISNI (ISO 27729).
-
-- id: oclc
-  class: StandardsOrganization
-  name: OCLC
-  abbreviation: OCLC
-  organization_type: LIBRARY_COOPERATIVE
-  founded_year: 1967
-  headquarters_country: US
-  website: https://www.oclc.org/
-  wikidata_id: Q190593
-  country: US
-  description: |
-    OCLC (Online Computer Library Center) is a global library cooperative
-    that operates services including WorldCat, VIAF, and FAST. It also
-    serves as a registration authority for several identifier systems.
-  standards_maintained:
-    - viaf
-    - worldcat
-    - fast
-
-- id: dacp
-  class: RegistrationAuthority
-  name: Danish Agency for Culture and Palaces
-  name_local: Slots- og Kulturstyrelsen
-  abbreviation: SLKS
-  country: DK
-  registry_url: https://sigel.info/
-  governance_type: GOVERNMENT
-  established_year: 2016
-  predecessor: dalm  # Danish Agency for Library and Media
-  standards_maintained:
-    - isil
-  website: https://slks.dk/
-  description: |
-    The Danish Agency for Culture and Palaces (Slots- og Kulturstyrelsen)
-    maintains the global ISIL registry at sigel.info. It coordinates with
-    national allocation agencies worldwide.
-  wikidata_id: Q12324270
+- has_name: Museumvereniging
+  has_type:
+  - NATIONAL_MUSEUM_ASSOCIATION
+  founded_through: '1926'
+- has_name: Stichting Museumregister Nederland
+  has_type:
+  - CERTIFICATION_BODY
+  founded_through: '2008'
+- has_name: International Council of Museums
+  has_type:
+  - INTERNATIONAL_BODY
+  founded_through: '1947'
+- has_name: International Organization for Standardization
+  has_type:
+  - INTERNATIONAL_BODY
+  founded_through: '1947'
diff --git a/frontend/public/schemas/20251121/linkml/examples/finding_aid_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/finding_aid_examples.yaml
index c1b8cd41cd..492b937391 100644
--- a/frontend/public/schemas/20251121/linkml/examples/finding_aid_examples.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/finding_aid_examples.yaml
@@ -1,213 +1,11 @@
-# Example: FindingAid and FindingAidType Usage
-#
-# This example demonstrates the FindingAid class which replaces the simple
-# finding_aid_url string slot on Collection. FindingAids are rich objects
-# with metadata about format, language, publisher, versioning, and relationships.
-#
-# Container for validation (tree_root)
----
-collections:
-  # Example 1: Noord-Hollands Archief - Multiple finding aids for regional archives
-  - collection_id: https://nde.nl/ontology/hc/collection/nha-haarlem-gemeentearchief
-    collection_name: "Haarlem Municipal Archives"
-    collection_description: >-
-      Municipal archives of the city of Haarlem, 1245-present.
-      Includes city council minutes, civil registry, tax records, 
-      and guild documents.
-    collection_type_ref: Fonds
-    extent: "1,200 linear meters, 45,000 items"
-    part_of_custodian_collection: https://nde.nl/ontology/hc/custodian-collection/nha
-    
-    # Rich finding aids instead of simple URL
-    finding_aids:
-      # EAD finding aid (primary)
-      - finding_aid_id: https://nde.nl/ontology/hc/findingaid/nha-haarlem-ead-2024
-        finding_aid_title: "Inventory of the Haarlem Municipal Archives"
-        finding_aid_type_ref: Inventory
-        finding_aid_description: >-
-          Complete EAD-encoded inventory of the Haarlem municipal archives,
-          covering fonds 1-350 (1245-2000). Updated annually.
-        finding_aid_format:
-          - "EAD3"
-        finding_aid_url: https://noord-hollandsarchief.nl/collectie/archieven/ead/haarlem
-        finding_aid_ead_id: "NL-HlmNHA.1"
-        finding_aid_language:
-          - "nl"
-        finding_aid_creator:
-          - "Noord-Hollands Archief"
-        finding_aid_publisher: "Noord-Hollands Archief"
-        finding_aid_publication_date: "2024-06-15"
-        finding_aid_revision_date: "2024-11-01"
-        finding_aid_scope_note: >-
-          Covers series 1-350. For newer accessions (2001-present), 
-          see the online catalog at archieven.nl.
-        
-      # PDF guide (supplementary)
-      - finding_aid_id: https://nde.nl/ontology/hc/findingaid/nha-haarlem-guide-2023
-        finding_aid_title: "Research Guide: Haarlem City Archives"
-        finding_aid_type_ref: Guide
-        finding_aid_description: >-
-          Introductory guide for researchers. Includes historical context,
-          overview of major series, and practical research tips.
-        finding_aid_format:
-          - "PDF"
-        finding_aid_url: https://noord-hollandsarchief.nl/media/onderzoeksgids-haarlem.pdf
-        finding_aid_language:
-          - "nl"
-        finding_aid_creator:
-          - "Dr. Jan van der Berg"
-        finding_aid_publisher: "Noord-Hollands Archief"
-        finding_aid_publication_date: "2023-01-15"
-        finding_aid_isbn: "9789012345678"
+# Finding Aid Examples
+# Instances of StandardsOrganization (EAD standard)
 
-  # Example 2: Library catalog as finding aid
-  - collection_id: https://nde.nl/ontology/hc/collection/kb-historische-kranten
-    collection_name: "Historische Kranten (Historical Newspapers)"
-    collection_description: >-
-      Digitized Dutch newspapers from 1618-1995.
-      Over 100 million pages fully OCR'd and searchable.
-    collection_type_ref: SpecialCollection
-    extent: "100+ million pages, 15,000 newspaper titles"
-    part_of_custodian_collection: https://nde.nl/ontology/hc/custodian-collection/kb
-    
-    finding_aids:
-      # Database as primary finding aid
-      - finding_aid_id: https://nde.nl/ontology/hc/findingaid/delpher-kranten-db
-        finding_aid_title: "Delpher Kranten Database"
-        finding_aid_type_ref: Database
-        finding_aid_description: >-
-          Full-text searchable database of digitized historical Dutch newspapers.
-          Includes faceted search by date, location, newspaper title, and topic.
-        finding_aid_format:
-          - "online_database"
-        finding_aid_url: https://www.delpher.nl/nl/kranten
-        finding_aid_language:
-          - "nl"
-        finding_aid_publisher: "Koninklijke Bibliotheek"
-        finding_aid_revision_date: "2025-01-01"
-        
-      # Supplementary print catalogue
-      - finding_aid_id: https://nde.nl/ontology/hc/findingaid/kb-krantencat-1991
-        finding_aid_title: "Catalogus van de Nederlandse Kranten"
-        finding_aid_type_ref: Catalogue
-        finding_aid_description: >-
-          Comprehensive catalogue of Dutch newspaper holdings,
-          with provenance notes and holding locations.
-        finding_aid_format:
-          - "print"
-        finding_aid_language:
-          - "nl"
-        finding_aid_publisher: "Koninklijke Bibliotheek"
-        finding_aid_publication_date: "1991-06-01"
-        finding_aid_isbn: "9789065432100"
-
-  # Example 3: Museum collection with multiple access points
-  - collection_id: https://nde.nl/ontology/hc/collection/rijksmuseum-prentenkabinet
-    collection_name: "Rijksprentenkabinet"
-    collection_description: >-
-      National collection of prints, drawings, and photographs.
-      From 1400 to present, with emphasis on Dutch and Flemish works.
-    collection_type_ref: NamedCollection
-    extent: "1.2 million prints, 90,000 drawings, 500,000 photographs"
-    part_of_custodian_collection: https://nde.nl/ontology/hc/custodian-collection/rijksmuseum
-    
-    finding_aids:
-      # Online database
-      - finding_aid_id: https://nde.nl/ontology/hc/findingaid/rijksmuseum-collection-db
-        finding_aid_title: "Rijksmuseum Collection Online"
-        finding_aid_type_ref: Database
-        finding_aid_description: >-
-          Complete online catalogue of the Rijksmuseum collection,
-          including high-resolution images and full metadata.
-        finding_aid_format:
-          - "online_database"
-        finding_aid_url: https://www.rijksmuseum.nl/nl/collectie
-        finding_aid_language:
-          - "nl"
-        finding_aid_publisher: "Rijksmuseum Amsterdam"
-        finding_aid_revision_date: "2025-01-01"
-        
-      # Printed catalogue raisonne
-      - finding_aid_id: https://nde.nl/ontology/hc/findingaid/rijksmuseum-bartsch
-        finding_aid_title: "The Illustrated Bartsch: Netherlandish Artists"
-        finding_aid_type_ref: Catalogue
-        finding_aid_description: >-
-          Scholarly catalogue of prints with Rijksmuseum provenance.
-          Multi-volume reference work with detailed attributions.
-        finding_aid_format:
-          - "print"
-        finding_aid_language:
-          - "en"
-        finding_aid_creator:
-          - "Walter L. Strauss (ed.)"
-        finding_aid_publisher: "Abaris Books"
-        finding_aid_publication_date: "1978-01-01"
-        finding_aid_isbn: "9780898350000"
-        
-      # Index by artist
-      - finding_aid_id: https://nde.nl/ontology/hc/findingaid/rijksmuseum-artist-index
-        finding_aid_title: "Kunstenaarsindex Rijksprentenkabinet"
-        finding_aid_type_ref: Index
-        finding_aid_description: >-
-          Alphabetical index of artists represented in the collection,
-          with biographical notes and work counts.
-        finding_aid_format:
-          - "PDF"
-        finding_aid_url: https://www.rijksmuseum.nl/media/kunstenaarsindex.pdf
-        finding_aid_language:
-          - "nl"
-        finding_aid_publisher: "Rijksmuseum Amsterdam"
-        finding_aid_publication_date: "2020-03-15"
-
-
-# Standalone finding aids demonstrating versioning
-finding_aids:
-  # Current version (2024)
-  - finding_aid_id: https://nde.nl/ontology/hc/findingaid/example-v3
-    finding_aid_title: "Inventory of the Example Collection (3rd edition)"
-    finding_aid_type_ref: Inventory
-    finding_aid_format:
-      - "EAD3"
-    finding_aid_publication_date: "2024-01-01"
-    finding_aid_language:
-      - "nl"
-    finding_aid_supersedes: https://nde.nl/ontology/hc/findingaid/example-v2
-      
-  # Previous version (2018)
-  - finding_aid_id: https://nde.nl/ontology/hc/findingaid/example-v2
-    finding_aid_title: "Inventory of the Example Collection (2nd edition)"
-    finding_aid_type_ref: Inventory
-    finding_aid_format:
-      - "EAD2002"
-    finding_aid_publication_date: "2018-06-01"
-    finding_aid_language:
-      - "nl"
-    finding_aid_supersedes: https://nde.nl/ontology/hc/findingaid/example-v1
-    finding_aid_superseded_by: https://nde.nl/ontology/hc/findingaid/example-v3
-      
-  # Original version (2005)
-  - finding_aid_id: https://nde.nl/ontology/hc/findingaid/example-v1
-    finding_aid_title: "Inventaris Voorbeeld Collectie"
-    finding_aid_type_ref: Inventory
-    finding_aid_format:
-      - "paper"
-    finding_aid_publication_date: "2005-01-01"
-    finding_aid_language:
-      - "nl"
-    finding_aid_superseded_by: https://nde.nl/ontology/hc/findingaid/example-v2
-
-
-# Digital platforms serving finding aids
-digital_platforms:
-  - platform_id: https://nde.nl/ontology/hc/platform/archieven-nl
-    platform_name: "Archieven.nl"
-    refers_to_custodian: https://nde.nl/ontology/hc/custodian/kvan
-    homepage_web_address: https://www.archieven.nl
-    platform_type:
-      - ARCHIVES_PORTAL
-    
-    # Platform serves multiple finding aids (URIs)
-    serves_finding_aids:
-      - https://nde.nl/ontology/hc/findingaid/nha-haarlem-ead-2024
-      - https://nde.nl/ontology/hc/findingaid/na-voc-ead
-      - https://nde.nl/ontology/hc/findingaid/ga-amsterdam-ead
+- has_name: Society of American Archivists
+  has_type:
+  - PROFESSIONAL_BODY
+  founded_through: '1936'
+- has_name: Library of Congress
+  has_type:
+  - NATIONAL_LIBRARY
+  founded_through: '1800'
diff --git a/frontend/public/schemas/20251121/linkml/examples/funding_agenda_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/funding_agenda_examples.yaml
new file mode 100644
index 0000000000..aebd0d9a0c
--- /dev/null
+++ b/frontend/public/schemas/20251121/linkml/examples/funding_agenda_examples.yaml
@@ -0,0 +1,62 @@
+# Funding Agenda Examples
+# Strategic research agendas that guide funding priorities
+# Converted to canonical slots February 2026
+
+# =============================================================================
+# EXAMPLE 1: Dutch Research Agenda (NWA)
+# =============================================================================
+- has_label:
+    - "Nationale Wetenschapsagenda"
+    - "NWA"
+  has_description:
+    - |
+      The Dutch Research Agenda (Nationale Wetenschapsagenda, NWA) is a collaborative
+      effort by the Dutch science sector to formulate research questions that are
+      societally relevant and scientifically challenging. Launched in 2015, it
+      identified 140 overarching questions grouped into 25 thematic routes that
+      guide research funding priorities in the Netherlands.
+      
+      The NWA promotes interdisciplinary collaboration between universities, research
+      institutes, industry, and civil society. It serves as a strategic framework
+      for Dutch research funding, influencing calls issued by NWO, KNAW, and
+      university consortia.
+      
+      Key features:
+      - 25 interdisciplinary routes covering all research domains
+      - Emphasis on societal challenges and public engagement
+      - Connections between fundamental research and practical applications
+      - Open to all Dutch research organisations and international partners
+  identified_by:
+    - "https://nde.nl/ontology/hc/agenda/nl/nwa"
+  has_url:
+    - "https://www.nwo.nl/en/researchprogrammes/dutch-research-agenda-nwa"
+    - "https://wetenschapsagenda.nl/publicaties/"
+
+# =============================================================================
+# EXAMPLE 2: Horizon Europe Strategic Plan 2021-2024
+# =============================================================================
+- has_label:
+    - "Horizon Europe Strategic Plan 2021-2024"
+    - "HE SP 2021-2024"
+  has_description:
+    - |
+      The Horizon Europe Strategic Plan 2021-2024 sets out the key strategic
+      orientations for research and innovation funding under the EU's 8th
+      Framework Programme. It defines priorities for Pillar II (Global Challenges
+      and European Industrial Competitiveness), including the 6 thematic Clusters
+      and 5 EU Missions.
+      
+      The plan ensures that Horizon Europe investments address EU strategic priorities:
+      - European Green Deal
+      - A Europe fit for the digital age
+      - An economy that works for people
+      - A stronger Europe in the world
+      - Promoting our European way of life
+      - A new push for European democracy
+      
+      Total Horizon Europe budget: €95.5 billion (2021-2027)
+  identified_by:
+    - "https://nde.nl/ontology/hc/agenda/eu/horizon-europe-sp-2021-2024"
+  has_url:
+    - "https://research-and-innovation.ec.europa.eu/funding/funding-opportunities/funding-programmes-and-open-calls/horizon-europe/strategic-plan_en"
+    - "https://ec.europa.eu/info/research-and-innovation/funding/funding-opportunities/funding-programmes-and-open-calls/horizon-europe/strategic-plan_en"
diff --git a/frontend/public/schemas/20251121/linkml/examples/funding_call_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/funding_call_examples.yaml
index f49d4efb7c..413a040256 100644
--- a/frontend/public/schemas/20251121/linkml/examples/funding_call_examples.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/funding_call_examples.yaml
@@ -1,792 +1,112 @@
 # Heritage Funding Call Examples
-# Example instances of CallForApplication, WebObservation, FundingRequirement, and FundingAgenda classes
-# Created November 2025 to demonstrate funding call, requirement, and agenda tracking
-# Updated November 2025 to include structured FundingRequirement examples
+# Example instances of CallForApplication class
+# Converted to canonical slots February 2026
+# Original slots mapped: call_id→identified_by, call_title/call_short_name→has_label,
+#   call_description→has_description, call_status→has_status, application_deadline→due_on,
+#   issuing_organisation→published_by, call_url→has_url
 
 # =============================================================================
 # EXAMPLE 1: Horizon Europe CL2 2025 Heritage Call
 # Major EU research and innovation funding for cultural heritage
 # =============================================================================
-
-horizon_europe_cl2_2025:
-  call_id: "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
-  call_title: "Cultural heritage, cultural and creative industries"
-  call_short_name: "HORIZON-CL2-2025-HERITAGE-01"
-  call_description: |
-    This call supports research and innovation addressing cultural heritage
-    preservation, digitisation, and access. Projects should develop new
-    methods, technologies, and approaches for safeguarding tangible and
-    intangible cultural heritage while promoting sustainable use and
-    citizen engagement. Focus areas include climate change impact on heritage,
-    digital twins for historic sites, and AI-assisted heritage preservation.
-  call_status: "OPEN"
-  call_url: "https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/horizon-cl2-2025-heritage-01"
-  application_opening_date: "2025-01-15"
-  application_deadline: "2025-09-16"
-  results_expected_date: "2026-03-01"
-  total_budget: "82.5M EUR"
-  typical_grant_range: "2M-4M EUR per project"
-  eligible_applicants:
-    - "Public bodies"
-    - "Research organisations"
-    - "Higher education institutions"
-    - "SMEs"
-    - "Non-profit organisations"
-    - "International organisations"
-  eligible_countries:
-    - "EU Member States (27)"
-    - "Horizon Europe Associated Countries"
-    - "Norway"
-    - "Iceland"
-    - "Israel"
-    - "United Kingdom"
-  thematic_areas:
-    - "Cultural heritage preservation"
-    - "Digital heritage and digitisation"
-    - "Climate change impact on heritage"
-    - "Heritage skills and traditional crafts"
-    - "Community engagement with heritage"
-    - "Heritage interpretation and access"
-  heritage_types:
-    - "Tangible heritage (monuments, buildings, artefacts)"
-    - "Intangible heritage (traditions, crafts, knowledge)"
-    - "Digital heritage (born-digital, digitised)"
-    - "Documentary heritage (archives, manuscripts)"
-    - "Natural heritage (cultural landscapes)"
-  funding_rate: "100% for non-profit entities, 70% for for-profit entities"
-  co_funding_required: false
-  partnership_required: true
-  minimum_partners: 3
-  issuing_organisation: "https://nde.nl/ontology/hc/encompassing-body/funding/ec-rea"
-  parent_programme: "Horizon Europe Cluster 2 - Culture, Creativity and Inclusive Society"
-  programme_year: 2025
-  call_identifiers:
+- has_label:
+    - "Cultural heritage, cultural and creative industries"
+    - "HORIZON-CL2-2025-HERITAGE-01"
+  has_description:
+    - |
+      This call supports research and innovation addressing cultural heritage
+      preservation, digitisation, and access. Projects should develop new
+      methods, technologies, and approaches for safeguarding tangible and
+      intangible cultural heritage while promoting sustainable use and
+      citizen engagement. Focus areas include climate change impact on heritage,
+      digital twins for historic sites, and AI-assisted heritage preservation.
+  identified_by:
+    - "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
     - "https://doi.org/10.3030/horizon-cl2-2025-heritage-01"
-  contact_email: "REA-C2@ec.europa.eu"
-  info_session_dates:
-    - "2025-02-15 - Virtual info day (10:00-16:00 CET)"
-    - "2025-04-10 - Brokerage event Brussels"
-    - "2025-05-20 - Webinar: How to write a successful proposal"
-  keywords:
-    - "cultural heritage"
-    - "research"
-    - "innovation"
-    - "digitisation"
-    - "preservation"
-    - "EU funding"
-    - "Horizon Europe"
-    - "Cluster 2"
-  web_observations:
-    - "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
-  
-  # =========================================================================
-  # STRUCTURED REQUIREMENTS with provenance (NEW in v0.9.4)
-  # Each requirement links to WebObservation for source tracking
-  # =========================================================================
-  requirements:
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/ec-cl2-2025/min-partners"
-      requirement_type: "PARTNERSHIP_MINIMUM_PARTNERS"
-      requirement_text: >-
-        Proposals must be submitted by a consortium of at least 3 independent
-        legal entities established in 3 different EU Member States or Horizon
-        Europe Associated Countries.
-      requirement_value: "3"
-      requirement_unit: "partners"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
-      source_section: "Section 2 - Eligibility Criteria"
-      extraction_confidence: 0.98
-      extraction_notes: "Standard Horizon Europe RIA requirement. Clearly stated in call documentation."
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/ec-cl2-2025/country-diversity"
-      requirement_type: "PARTNERSHIP_COUNTRY_DIVERSITY"
-      requirement_text: >-
-        Consortium partners must be from at least 3 different EU Member States
-        or Horizon Europe Associated Countries. Each partner must be an
-        independent legal entity.
-      requirement_value: "3"
-      requirement_unit: "countries"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
-      source_section: "Section 2 - Eligibility Criteria"
-      extraction_confidence: 0.98
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/ec-cl2-2025/funding-rate-nonprofit"
-      requirement_type: "FINANCIAL_RATE"
-      requirement_text: >-
-        Non-profit legal entities (public bodies, non-profit organisations,
-        research institutions) receive 100% funding of eligible costs.
-      requirement_value: "100"
-      requirement_unit: "percent"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
-      source_section: "Section 3 - Financial Conditions"
-      extraction_confidence: 0.95
-      extraction_notes: "Applies to non-profit entities only. For-profit receive 70%."
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/ec-cl2-2025/funding-rate-forprofit"
-      requirement_type: "FINANCIAL_COFUNDING"
-      requirement_text: >-
-        For-profit entities receive 70% funding rate. The remaining 30% must
-        be covered by own resources or co-funding.
-      requirement_value: "30"
-      requirement_unit: "percent"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
-      source_section: "Section 3 - Financial Conditions"
-      extraction_confidence: 0.95
-      extraction_notes: "Applies to for-profit entities only. 30% co-funding required."
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/ec-cl2-2025/open-access"
-      requirement_type: "TECHNICAL_OPEN_ACCESS"
-      requirement_text: >-
-        Beneficiaries must ensure immediate open access to peer-reviewed
-        scientific publications related to their results. Open access must
-        comply with the Grant Agreement conditions (no embargo period).
-        FAIR data principles apply to research data.
-      requirement_value: "immediate"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
-      source_section: "Section 4.2 - Open Science"
-      extraction_confidence: 0.99
-      extraction_notes: "Standard Horizon Europe open science requirement. Plan S compliant."
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/ec-cl2-2025/thematic-heritage"
-      requirement_type: "THEMATIC_FOCUS_AREA"
-      requirement_text: >-
-        Projects must address cultural heritage preservation, digitisation,
-        or access. Focus areas include climate change impact on heritage,
-        digital technologies for heritage, and heritage skills development.
-      requirement_value: "cultural-heritage"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
-      source_section: "Section 1 - Call Objectives"
-      extraction_confidence: 0.92
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/ec-cl2-2025/pic-registration"
-      requirement_type: "ADMINISTRATIVE_REGISTRATION"
-      requirement_text: >-
-        All participating organisations must be registered in the EU Funding &
-        Tenders Portal with a valid Participant Identification Code (PIC).
-        Registration must be completed before proposal submission.
-      requirement_value: "EU-FT-PIC"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
-      source_section: "Section 5 - How to Apply"
-      extraction_confidence: 0.99
-      extraction_notes: "Standard EU portal requirement. PIC obtained through portal registration."
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/ec-cl2-2025/project-duration"
-      requirement_type: "TECHNICAL_DURATION"
-      requirement_text: >-
-        Project duration should typically be 36-48 months. Projects may request
-        shorter or longer durations with justification.
-      requirement_value: "36-48"
-      requirement_unit: "months"
-      is_mandatory: false
-      applies_to_call: "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
-      source_section: "Section 3 - Financial Conditions"
-      extraction_confidence: 0.85
-      extraction_notes: "Typical duration. Flexibility allowed with justification."
+  has_status: "OPEN"
+  has_url:
+    - "https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/horizon-cl2-2025-heritage-01"
+  published_by:
+    - "https://nde.nl/ontology/hc/encompassing-body/funding/ec-rea"
+  due_on:
+    begin_of_the_begin: "2025-09-16"
+    end_of_the_begin: "2025-09-16"
 
 # =============================================================================
 # EXAMPLE 2: Creative Europe Cooperation Projects 2025
 # Support for transnational cultural cooperation
 # =============================================================================
-
-creative_europe_coop_2025:
-  call_id: "https://nde.nl/ontology/hc/call/eacea/crea-cult-2025-coop"
-  call_title: "European Cooperation Projects 2025"
-  call_short_name: "CREA-CULT-2025-COOP"
-  call_description: |
-    European Cooperation Projects support transnational cooperation between
-    cultural and creative organisations from different countries. Projects
-    should strengthen the capacity of cultural sectors to operate transnationally
-    and internationally, promote cross-border circulation of works and mobility
-    of cultural operators, and improve access to culture while promoting audience
-    development and social inclusion.
-  call_status: "ANNOUNCED"
-  call_url: "https://culture.ec.europa.eu/funding/creative-europe-cooperation-projects"
-  application_opening_date: "2025-04-01"
-  application_deadline: "2025-05-15"
-  results_expected_date: "2025-10-01"
-  total_budget: "75M EUR"
-  typical_grant_range: "€200K-€2M depending on project scale"
-  eligible_applicants:
-    - "Cultural organisations"
-    - "Creative industries"
-    - "Non-profit cultural associations"
-    - "Public bodies"
-    - "Foundations"
-  eligible_countries:
-    - "EU Member States"
-    - "Creative Europe participating countries"
-    - "Western Balkans"
-    - "Ukraine"
-  thematic_areas:
-    - "Cross-border cultural cooperation"
-    - "Audience development"
-    - "Digital transition in cultural sectors"
-    - "Green transition for culture"
-    - "Inclusion and diversity"
-  heritage_types:
-    - "Performing arts"
-    - "Visual arts"
-    - "Cultural heritage"
-    - "Design and architecture"
-    - "Literary translation"
-  funding_rate: "60-80% depending on project scale"
-  co_funding_required: true
-  partnership_required: true
-  minimum_partners: 3
-  issuing_organisation: "https://nde.nl/ontology/hc/encompassing-body/funding/eacea"
-  parent_programme: "Creative Europe 2021-2027"
-  programme_year: 2025
-  contact_email: "EACEA-CREATIVE-EUROPE@ec.europa.eu"
-  keywords:
-    - "cultural cooperation"
-    - "creative europe"
-    - "transnational projects"
-    - "capacity building"
-    - "audience development"
+- has_label:
+    - "European Cooperation Projects 2025"
+    - "CREA-CULT-2025-COOP"
+  has_description:
+    - |
+      European Cooperation Projects support transnational cooperation between
+      cultural and creative organisations from different countries. Projects
+      should strengthen the capacity of cultural sectors to operate transnationally
+      and internationally, promote cross-border circulation of works and mobility
+      of cultural operators, and improve access to culture while promoting audience
+      development and social inclusion.
+  identified_by:
+    - "https://nde.nl/ontology/hc/call/eacea/crea-cult-2025-coop"
+  has_status: "ANNOUNCED"
+  has_url:
+    - "https://culture.ec.europa.eu/funding/creative-europe-cooperation-projects"
+  published_by:
+    - "https://nde.nl/ontology/hc/encompassing-body/funding/eacea"
+  due_on:
+    begin_of_the_begin: "2025-05-15"
+    end_of_the_begin: "2025-05-15"
 
 # =============================================================================
 # EXAMPLE 3: National Lottery Heritage Fund UK - Medium Grants
 # UK heritage funding for projects £250K-£5M
 # =============================================================================
-
-nlhf_medium_grants_2025:
-  call_id: "https://nde.nl/ontology/hc/call/nlhf/medium-grants-2025"
-  call_title: "Medium grants - Heritage Fund"
-  call_short_name: "NLHF-MG-2025"
-  call_description: |
-    Medium grants support heritage projects seeking between £250,000 and
-    £5 million. Projects must achieve outcomes for heritage, people, and
-    communities. Suitable for conservation, interpretation, community
-    engagement, and skills development projects. Applications are accepted
-    on a rolling basis. The Heritage Fund invests in heritage that brings
-    communities together and creates opportunities for everyone.
-  call_status: "OPEN"
-  call_url: "https://www.heritagefund.org.uk/funding/medium-grants"
-  application_deadline: "2025-12-31"
-  typical_grant_range: "£250,000 - £5,000,000"
-  eligible_applicants:
-    - "Not-for-profit organisations"
-    - "Local authorities"
-    - "Community groups"
-    - "Heritage organisations"
-    - "Charities"
-    - "Parish councils"
-  eligible_countries:
-    - "England"
-    - "Northern Ireland"
-    - "Scotland"
-    - "Wales"
-  thematic_areas:
-    - "Heritage conservation"
-    - "Community engagement"
-    - "Skills development"
-    - "Nature conservation"
-    - "Wellbeing and heritage"
-  heritage_types:
-    - "Historic buildings and monuments"
-    - "Natural heritage and landscapes"
-    - "Intangible heritage (traditions, stories)"
-    - "Industrial heritage"
-    - "Community heritage"
-    - "Parks and gardens"
-  co_funding_required: true
-  partnership_required: false
-  issuing_organisation: "https://nde.nl/ontology/hc/encompassing-body/funding/nlhf"
-  parent_programme: "National Lottery Heritage Fund"
-  programme_year: 2025
-  contact_email: "enquire@heritagefund.org.uk"
-  keywords:
-    - "UK heritage"
-    - "lottery funding"
-    - "conservation"
-    - "community heritage"
-    - "skills"
-  web_observations:
-    - "https://nde.nl/ontology/hc/observation/web/2025-11-28/nlhf-medium-grants"
-  
-  # =========================================================================
-  # STRUCTURED REQUIREMENTS for NLHF Medium Grants
-  # =========================================================================
-  requirements:
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/nlhf-medium-2025/uk-based"
-      requirement_type: "ELIGIBILITY_GEOGRAPHIC"
-      requirement_text: >-
-        Your organisation must be based in the UK (England, Northern Ireland,
-        Scotland or Wales). Projects must take place in the UK and primarily
-        benefit people in the UK.
-      requirement_value: "UK"
-      requirement_unit: "country"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/nlhf/medium-grants-2025"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-28/nlhf-medium-grants"
-      source_section: "Eligibility"
-      extraction_confidence: 0.99
-      extraction_notes: "Clear UK-only restriction. All devolved nations explicitly included."
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/nlhf-medium-2025/non-profit"
-      requirement_type: "ELIGIBILITY_ORGANIZATIONAL"
-      requirement_text: >-
-        We can fund not-for-profit organisations, including charities,
-        community groups, local authorities, social enterprises, and CICs.
-        Private individuals and for-profit companies are not eligible.
-      requirement_value: "non-profit"
-      requirement_unit: "organization-type"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/nlhf/medium-grants-2025"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-28/nlhf-medium-grants"
-      source_section: "Who can apply"
-      extraction_confidence: 0.95
-      extraction_notes: "Explicitly excludes for-profit. Social enterprises may need verification."
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/nlhf-medium-2025/grant-range"
-      requirement_type: "FINANCIAL_BUDGET_MINIMUM"
-      requirement_text: >-
-        Medium grants are for projects seeking between £250,000 and £5 million.
-        Projects under £250,000 should apply to the Small Grants programme.
-      requirement_value: "250000"
-      requirement_unit: "GBP"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/nlhf/medium-grants-2025"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-28/nlhf-medium-grants"
-      source_section: "How much can you apply for"
-      extraction_confidence: 0.99
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/nlhf-medium-2025/cofunding"
-      requirement_type: "FINANCIAL_COFUNDING"
-      requirement_text: >-
-        We expect you to secure partnership funding to contribute towards
-        your project. This can include cash contributions and/or in-kind
-        support from partners.
-      requirement_value: "expected"
-      is_mandatory: false
-      applies_to_call: "https://nde.nl/ontology/hc/call/nlhf/medium-grants-2025"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-28/nlhf-medium-grants"
-      source_section: "Partnership funding"
-      extraction_confidence: 0.85
-      extraction_notes: "Expected but not mandatory percentage specified. Case-by-case basis."
-    
-    - requirement_id: "https://nde.nl/ontology/hc/requirement/nlhf-medium-2025/outcomes"
-      requirement_type: "THEMATIC_FOCUS_AREA"
-      requirement_text: >-
-        Projects must achieve all four of our investment principles:
-        1. Saving heritage (conservation, preservation)
-        2. Protecting the environment
-        3. Including everyone (widening participation)
-        4. Organisational sustainability
-      requirement_value: "four-investment-principles"
-      is_mandatory: true
-      applies_to_call: "https://nde.nl/ontology/hc/call/nlhf/medium-grants-2025"
-      observed_in: "https://nde.nl/ontology/hc/observation/web/2025-11-28/nlhf-medium-grants"
-      source_section: "What we're looking for"
-      extraction_confidence: 0.98
-      extraction_notes: "All four principles must be addressed in application."
+- has_label:
+    - "Medium grants - Heritage Fund"
+    - "NLHF-MG-2025"
+  has_description:
+    - |
+      Medium grants support heritage projects seeking between £250,000 and
+      £5 million. Projects must achieve outcomes for heritage, people, and
+      communities. Suitable for conservation, interpretation, community
+      engagement, and skills development projects. Applications are accepted
+      on a rolling basis. The Heritage Fund invests in heritage that brings
+      communities together and creates opportunities for everyone.
+  identified_by:
+    - "https://nde.nl/ontology/hc/call/nlhf/medium-grants-2025"
+  has_status: "OPEN"
+  has_url:
+    - "https://www.heritagefund.org.uk/funding/medium-grants"
+  published_by:
+    - "https://nde.nl/ontology/hc/encompassing-body/funding/nlhf"
+  due_on:
+    begin_of_the_begin: "2025-12-31"
+    end_of_the_begin: "2025-12-31"
 
 # =============================================================================
 # EXAMPLE 4: European Heritage Awards 2026
 # Recognition for excellence in heritage (not direct funding)
 # =============================================================================
-
-european_heritage_awards_2026:
-  call_id: "https://nde.nl/ontology/hc/call/europa-nostra/heritage-awards-2026"
-  call_title: "European Heritage Awards / Europa Nostra Awards 2026"
-  call_short_name: "EHA-2026"
-  call_description: |
-    The European Heritage Awards / Europa Nostra Awards celebrate and promote
-    excellence in heritage. Entries can be submitted in five categories:
-    Research, Conservation, Dedicated Service, Education and Awareness, and
-    Heritage Champions. The awards recognise outstanding heritage achievements
-    across Europe and share best practices. Winners receive a trophy, €10,000
-    for Grand Prix winners, and extensive media coverage.
-  call_status: "ANNOUNCED"
-  call_url: "https://www.europeanheritageawards.eu/"
-  application_opening_date: "2025-05-01"
-  application_deadline: "2025-10-01"
-  results_expected_date: "2026-05-01"
-  eligible_applicants:
-    - "Individuals"
-    - "Organisations"
-    - "Municipalities"
-    - "Private owners"
-    - "Research institutions"
-  eligible_countries:
-    - "EU Member States"
-    - "European Heritage Hub countries"
-    - "Council of Europe member states"
-  thematic_areas:
-    - "Research on cultural heritage"
-    - "Conservation and restoration"
-    - "Education and training"
-    - "Citizens engagement"
-    - "Dedicated service to heritage"
-  heritage_types:
-    - "Built heritage"
-    - "Cultural landscapes"
-    - "Archaeological heritage"
-    - "Intangible heritage"
-    - "Industrial heritage"
-  partnership_required: false
-  issuing_organisation: "https://nde.nl/ontology/hc/encompassing-body/network/europa-nostra"
-  parent_programme: "European Heritage Awards"
-  programme_year: 2026
-  call_identifiers:
+- has_label:
+    - "European Heritage Awards / Europa Nostra Awards 2026"
+    - "EHA-2026"
+  has_description:
+    - |
+      The European Heritage Awards / Europa Nostra Awards celebrate and promote
+      excellence in heritage. Entries can be submitted in five categories:
+      Research, Conservation, Dedicated Service, Education and Awareness, and
+      Heritage Champions. The awards recognise outstanding heritage achievements
+      across Europe and share best practices. Winners receive a trophy, €10,000
+      for Grand Prix winners, and extensive media coverage.
+  identified_by:
+    - "https://nde.nl/ontology/hc/call/europa-nostra/heritage-awards-2026"
     - "http://www.wikidata.org/entity/Q33076697"
-  contact_email: "awards@europanostra.org"
-  keywords:
-    - "heritage awards"
-    - "Europa Nostra"
-    - "excellence"
-    - "best practices"
-    - "recognition"
-
-# =============================================================================
-# WEB OBSERVATION EXAMPLES
-# Provenance records for the funding calls above
-# =============================================================================
-
----
-# WebObservation for Horizon Europe call
-web_observation_horizon:
-  observation_id: "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
-  source_url: "https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/horizon-cl2-2025-heritage-01"
-  retrieved_on: "2025-11-29T10:30:00Z"
-  retrieved_by: "claude-assistant"
-  retrieval_method: "exa-search"
-  http_status_code: 200
-  content_type: "text/html"
-  page_title: "Horizon Europe - Cultural heritage, cultural and creative industries"
-  extraction_confidence: 0.92
-  extraction_notes: >-
-    Extracted via Exa AI search. Call details well-structured with clear
-    sections for budget, deadline, and eligibility. Budget figure of €82.5M
-    confirmed from official documentation. Partnership requirement of minimum
-    3 partners verified. Deadline of 2025-09-16 confirmed.
-  observed_entities:
-    - "https://nde.nl/ontology/hc/call/ec/horizon-cl2-2025-heritage-01"
-  archived_at: "https://web.archive.org/web/20251129103000/https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/horizon-cl2-2025-heritage-01"
-
----
-# WebObservation for NLHF Medium Grants
-web_observation_nlhf:
-  observation_id: "https://nde.nl/ontology/hc/observation/web/2025-11-28/nlhf-medium-grants"
-  source_url: "https://www.heritagefund.org.uk/funding/medium-grants"
-  retrieved_on: "2025-11-28T14:00:00Z"
-  retrieved_by: "glam-harvester/1.0"
-  retrieval_method: "playwright-scraper"
-  http_status_code: 200
-  content_type: "text/html"
-  page_title: "Medium grants | The National Lottery Heritage Fund"
-  content_hash: "sha256:a1b2c3d4e5f6789012345678901234567890abcdef1234567890abcdef123456"
-  last_modified: "2025-11-15T09:00:00Z"
-  extraction_confidence: 0.88
-  extraction_notes: >-
-    Extracted via Playwright headless browser. Dynamic JavaScript content
-    fully rendered before extraction. Grant range of £250K-£5M confirmed.
-    Rolling deadline - set to end of year for tracking purposes.
-    Co-funding requirement noted in application guidance.
-  observed_entities:
-    - "https://nde.nl/ontology/hc/call/nlhf/medium-grants-2025"
-  previous_observation: "https://nde.nl/ontology/hc/observation/web/2025-10-15/nlhf-medium-grants"
-  content_changed: true
-
-# =============================================================================
-# FUNDING AGENDA EXAMPLES
-# Strategic research agendas that guide funding priorities
-# =============================================================================
-
----
-# EXAMPLE 5: Dutch Research Agenda (NWA)
-# National research agenda with 25 thematic routes
-dutch_research_agenda_nwa:
-  agenda_id: "https://nde.nl/ontology/hc/agenda/nl/nwa"
-  agenda_title: "Nationale Wetenschapsagenda"
-  agenda_short_name: "NWA"
-  agenda_description: |
-    The Dutch Research Agenda (Nationale Wetenschapsagenda, NWA) is a collaborative
-    effort by the Dutch science sector to formulate research questions that are
-    societally relevant and scientifically challenging. Launched in 2015, it
-    identified 140 overarching questions grouped into 25 thematic routes that
-    guide research funding priorities in the Netherlands.
-    
-    The NWA promotes interdisciplinary collaboration between universities, research
-    institutes, industry, and civil society. It serves as a strategic framework
-    for Dutch research funding, influencing calls issued by NWO, KNAW, and
-    university consortia.
-    
-    Key features:
-    - 25 interdisciplinary routes covering all research domains
-    - Emphasis on societal challenges and public engagement
-    - Connections between fundamental research and practical applications
-    - Open to all Dutch research organisations and international partners
-  agenda_url: "https://www.nwo.nl/en/researchprogrammes/dutch-research-agenda-nwa"
-  agenda_document_url: "https://wetenschapsagenda.nl/publicaties/"
-  governing_body: "https://nde.nl/ontology/hc/encompassing-body/umbrella/nl-ministry-ocw"
-  implementing_organisations:
-    - "https://nde.nl/ontology/hc/encompassing-body/funding/nwo"
-    - "https://nde.nl/ontology/hc/encompassing-body/funding/knaw"
-  validity_period:
-    begin_of_the_begin: "2015-11-27T00:00:00Z"
-    end_of_the_begin: "2015-11-27T00:00:00Z"
-    # No end date - ongoing agenda
-  thematic_routes:
-    - route_id: "https://nde.nl/ontology/hc/route/nwa/cultural-identity"
-      route_title: "Origin and Identity of the Netherlands and Its Inhabitants"
-      route_description: |
-        Research on Dutch cultural heritage, national identity, migration history,
-        and cultural diversity. Examines how the Netherlands developed its unique
-        cultural characteristics and how identity is shaped in a multicultural society.
-      route_keywords:
-        - "cultural heritage"
-        - "national identity"
-        - "migration"
-        - "diversity"
-        - "history"
-        - "collective memory"
-      route_relevance_to_heritage: >-
-        Directly relevant - focuses on tangible and intangible Dutch heritage,
-        historical collections, and cultural memory institutions. Museums, archives,
-        and heritage organisations are key research partners in this route.
-    
-    - route_id: "https://nde.nl/ontology/hc/route/nwa/creative-industry"
-      route_title: "Art, Culture and the Creative Industry"
-      route_description: |
-        Research on the creative industries, cultural production, artistic practice,
-        and the economic and social value of culture. Includes heritage tourism,
-        museum studies, and cultural participation.
-      route_keywords:
-        - "creative industries"
-        - "arts"
-        - "culture"
-        - "museums"
-        - "heritage tourism"
-        - "cultural value"
-      route_relevance_to_heritage: >-
-        Highly relevant - covers museum practices, heritage valorisation,
-        cultural tourism, and creative reuse of heritage. Heritage sector is
-        both research subject and research partner.
-    
-    - route_id: "https://nde.nl/ontology/hc/route/nwa/digital-society"
-      route_title: "A Sustainable Digital Society"
-      route_description: |
-        Research on digital transformation, data infrastructure, AI applications,
-        and digital literacy. Addresses challenges and opportunities of digitisation
-        across all societal sectors including cultural heritage.
-      route_keywords:
-        - "digitisation"
-        - "artificial intelligence"
-        - "data infrastructure"
-        - "digital preservation"
-        - "digital literacy"
-      route_relevance_to_heritage: >-
-        Indirectly relevant - digital transformation impacts heritage sector through
-        digitisation, digital preservation, AI-assisted cataloguing, and online access
-        to collections. Research on sustainable digital infrastructure applies to
-        heritage data management.
-  
-  strategic_objectives:
-    - "Strengthen Dutch research through interdisciplinary collaboration"
-    - "Address societal challenges through science"
-    - "Connect research to societal stakeholders"
-    - "Promote knowledge circulation between academia and society"
-    - "Foster research talent development"
-  
-  heritage_relevance: >-
-    The NWA has direct heritage relevance through routes on Cultural Identity
-    and Creative Industry. Museums, archives, and heritage organisations can
-    participate in NWA-funded research consortia addressing questions about
-    Dutch cultural heritage, identity, and the role of heritage institutions
-    in society.
-    
-    Key heritage-related questions in the NWA:
-    - How does cultural heritage shape Dutch identity?
-    - What is the societal value of museums and collections?
-    - How can digital technologies enhance heritage access?
-    - How should heritage institutions address colonial history?
-    
-    NWO regularly issues NWA-calls that include heritage themes, particularly
-    through the Cultural Identity and Creative Industry routes.
-  
-  geographic_scope:
-    - "NL"
-  
-  language: "nl"
-  
-  keywords:
-    - "Dutch Research Agenda"
-    - "NWA"
-    - "Nationale Wetenschapsagenda"
-    - "research priorities"
-    - "Netherlands"
-    - "interdisciplinary research"
-    - "societal challenges"
-
----
-# EXAMPLE 6: Horizon Europe Strategic Plan 2021-2024
-# EU research framework strategic priorities
-horizon_europe_strategic_plan:
-  agenda_id: "https://nde.nl/ontology/hc/agenda/eu/horizon-europe-sp-2021-2024"
-  agenda_title: "Horizon Europe Strategic Plan 2021-2024"
-  agenda_short_name: "HE SP 2021-2024"
-  agenda_description: |
-    The Horizon Europe Strategic Plan 2021-2024 sets out the key strategic
-    orientations for research and innovation funding under the EU's 8th
-    Framework Programme. It defines priorities for Pillar II (Global Challenges
-    and European Industrial Competitiveness), including the 6 thematic Clusters
-    and 5 EU Missions.
-    
-    The plan ensures that Horizon Europe investments address EU strategic priorities:
-    - European Green Deal
-    - A Europe fit for the digital age
-    - An economy that works for people
-    - A stronger Europe in the world
-    - Promoting our European way of life
-    - A new push for European democracy
-    
-    Total Horizon Europe budget: €95.5 billion (2021-2027)
-  agenda_url: "https://research-and-innovation.ec.europa.eu/funding/funding-opportunities/funding-programmes-and-open-calls/horizon-europe/strategic-plan_en"
-  agenda_document_url: "https://ec.europa.eu/info/research-and-innovation/funding/funding-opportunities/funding-programmes-and-open-calls/horizon-europe/strategic-plan_en"
-  governing_body: "https://nde.nl/ontology/hc/encompassing-body/umbrella/eu-commission"
-  implementing_organisations:
-    - "https://nde.nl/ontology/hc/encompassing-body/funding/ec-rea"
-    - "https://nde.nl/ontology/hc/encompassing-body/funding/erc"
-    - "https://nde.nl/ontology/hc/encompassing-body/funding/eacea"
-  validity_period:
-    begin_of_the_begin: "2021-01-01T00:00:00Z"
-    end_of_the_begin: "2021-01-01T00:00:00Z"
-    begin_of_the_end: "2024-12-31T23:59:59Z"
-    end_of_the_end: "2024-12-31T23:59:59Z"
-  thematic_routes:
-    - route_id: "https://nde.nl/ontology/hc/route/he/cluster-2"
-      route_title: "Cluster 2: Culture, Creativity and Inclusive Society"
-      route_description: |
-        Research and innovation addressing democracy, cultural heritage, social
-        and economic transformations, and the creative industries. Aims to
-        safeguard European cultural heritage, promote cultural diversity, and
-        strengthen democratic governance.
-        
-        Key research areas:
-        - Democracy and governance
-        - Cultural heritage and museums
-        - Social and economic transformations
-        - Creative industries
-      route_keywords:
-        - "cultural heritage"
-        - "democracy"
-        - "social transformation"
-        - "creative industries"
-        - "inclusion"
-        - "museums"
-      route_relevance_to_heritage: >-
-        Primary heritage cluster - directly funds research on heritage preservation,
-        digitisation, access, climate impact on heritage, heritage skills, and
-        societal value of cultural heritage. Heritage institutions are key partners.
-    
-    - route_id: "https://nde.nl/ontology/hc/route/he/cluster-5"
-      route_title: "Cluster 5: Climate, Energy and Mobility"
-      route_description: |
-        Research on climate change, clean energy, and sustainable mobility.
-        Includes research on climate adaptation across sectors.
-      route_keywords:
-        - "climate change"
-        - "energy transition"
-        - "sustainability"
-        - "mobility"
-      route_relevance_to_heritage: >-
-        Indirectly relevant - climate change research addresses impact on heritage
-        (flooding, extreme weather, conservation challenges). Energy efficiency
-        in historic buildings is a cross-cutting theme.
-    
-    - route_id: "https://nde.nl/ontology/hc/route/he/cluster-4"
-      route_title: "Cluster 4: Digital, Industry and Space"
-      route_description: |
-        Research on digital technologies, artificial intelligence, manufacturing,
-        and space applications. Includes digital infrastructure and data spaces.
-      route_keywords:
-        - "digital transformation"
-        - "artificial intelligence"
-        - "industry"
-        - "data spaces"
-      route_relevance_to_heritage: >-
-        Indirectly relevant - digital transformation research applies to heritage
-        sector digitisation, AI-assisted cataloguing, digital twins of heritage
-        sites, and the European Common Data Space for Cultural Heritage.
-    
-    - route_id: "https://nde.nl/ontology/hc/route/he/mission-climate"
-      route_title: "EU Mission: Adaptation to Climate Change"
-      route_description: |
-        Support at least 150 European regions and communities to become climate
-        resilient by 2030. Includes protecting cultural heritage from climate
-        change impacts and integrating heritage in climate adaptation strategies.
-      route_keywords:
-        - "climate adaptation"
-        - "resilience"
-        - "regions"
-        - "communities"
-        - "heritage at risk"
-      route_relevance_to_heritage: >-
-        Directly relevant for heritage at risk from climate change - flooding,
-        coastal erosion, heat damage to historic buildings, extreme weather impacts
-        on outdoor heritage. Heritage institutions can partner in regional
-        climate adaptation projects.
-  
-  strategic_objectives:
-    - "Promote an open strategic autonomy by leading the development of key technologies"
-    - "Restore Europe's ecosystems and biodiversity, and manage sustainably natural resources"
-    - "Make Europe the first digitally-enabled circular, climate-neutral and sustainable economy"
-    - "Create a more resilient, inclusive and democratic European society"
-    - "Drive sustainable and inclusive growth through research and innovation"
-  
-  heritage_relevance: >-
-    Horizon Europe is highly relevant to cultural heritage through Cluster 2
-    "Culture, Creativity and Inclusive Society" which includes dedicated heritage
-    calls. The Climate Mission also addresses heritage at risk. Heritage institutions
-    can participate in collaborative research projects (minimum 3 countries) on
-    preservation, digitisation, access, and societal value of heritage.
-    
-    Key heritage funding opportunities:
-    - HORIZON-CL2 heritage calls (annual, €50-100M budget)
-    - Digital Europe Programme (cultural heritage data space)
-    - European Heritage Hub partnership
-    - Climate Mission heritage adaptation projects
-    
-    Heritage-specific projects funded 2021-2024:
-    - Digital twin technologies for historic sites
-    - AI-assisted heritage cataloguing
-    - Climate-resilient conservation methods
-    - Participatory heritage interpretation
-  
-  total_investment: "95.5B EUR (total Horizon Europe 2021-2027)"
-  
-  geographic_scope:
-    - "EU"
-    - "EEA"
-    - "Horizon Europe Associated Countries"
-  
-  language: "en"
-  
-  related_agendas:
-    - "https://nde.nl/ontology/hc/agenda/eu/h2020-sc6"
-    - "https://nde.nl/ontology/hc/agenda/eu/horizon-europe-sp-2025-2027"
-  
-  keywords:
-    - "Horizon Europe"
-    - "EU research"
-    - "framework programme"
-    - "cultural heritage"
-    - "Cluster 2"
-    - "EU Missions"
-    - "strategic priorities"
-
+  has_status: "ANNOUNCED"
+  has_url:
+    - "https://www.europeanheritageawards.eu/"
+  published_by:
+    - "https://nde.nl/ontology/hc/encompassing-body/network/europa-nostra"
+  due_on:
+    begin_of_the_begin: "2025-10-01"
+    end_of_the_begin: "2025-10-01"
diff --git a/frontend/public/schemas/20251121/linkml/examples/project_integration_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/project_integration_examples.yaml
index 1d5e197380..57f07fb079 100644
--- a/frontend/public/schemas/20251121/linkml/examples/project_integration_examples.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/project_integration_examples.yaml
@@ -1,396 +1,119 @@
-# Project Integration Examples
-# Demonstrates the three-way relationship between:
-#   - EncompassingBody (NetworkOrganisation) → runs projects
-#   - Project → has participating custodians
-#   - Custodian → participates in projects
-#
-# Primary Example: NDE Versnellen Program
-# - NDE (Netwerk Digitaal Erfgoed) runs multiple annual acceleration programs
-# - Heritage institutions participate as members seeking infrastructure adoption
-# - Example URL: https://netwerkdigitaalerfgoed.nl/versnellen-2024/
+- identified_by:
+  - https://nde.nl/ontology/hc/project/nde/versnellen-2024
+  has_label:
+  - Versnellen 2024
+  - V2024
+  has_description:
+  - "Versnellen 2024 is NDE's annual acceleration program supporting heritage \ninstitutions in adopting sustainable digital infrastructure. The program \nprovides funding, technical expertise, and training to help museums, \narchives, and libraries implement digital preservation and access \nsolutions aligned with NDE's infrastructure requirements.\n\nIn 2024, the program focuses on:\n- Linked Data publication and consumption\n- IIIF implementation for image interoperability\n- Sustainable API development\n- Metadata quality improvement\n- Integration with NDE Register and Dataset descriptions\n"
+  has_status: IN_PROGRESS
+  has_url:
+  - https://netwerkdigitaalerfgoed.nl/versnellen-2024/
+  temporal_extent:
+    begin_of_the_begin: '2024-01-15'
+    end_of_the_end: '2024-12-31'
+  receive:
+  - has_label:
+    - Ministry of OCW (Netherlands)
+  - has_label:
+    - NDE member contributions
+  has_objective:
+  - Support 40 heritage institutions in digital infrastructure adoption
+  - Achieve IIIF compliance for 15 participating organizations
+  - Publish 2M heritage objects as Linked Open Data
+  - Train 200 heritage professionals in digital preservation
+  - Connect 25 institutions to NDE Register
+  - Individual implementation roadmaps for each participant
+  - Technical documentation and best practices guide
+  - Training curriculum and workshop materials
+  - Case study reports from participating institutions
+  - Updated NDE Requirements specification (v2.1)
+  organized_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/nde
+  related_to:
+  - https://nde.nl/ontology/hc/project/nde/versnellen-2023
+  has_keyword:
+  - digital heritage
+  - infrastructure
+  - linked data
+  - IIIF
+  - metadata
+  - digital preservation
+  - acceleration
+  - NDE
+- identified_by:
+  - https://nde.nl/ontology/hc/project/nde/versnellen-2023
+  has_label:
+  - Versnellen 2023
+  - V2023
+  has_description:
+  - "Versnellen 2023 was NDE's annual acceleration program for 2023, \nfocusing on helping heritage institutions adopt NDE infrastructure \ncomponents. The program supported 35 institutions with technical \nguidance, funding, and training.\n\nKey focus areas in 2023:\n- NDE Register adoption\n- Dataset descriptions publication\n- Vocabulary alignment\n- Technical architecture modernization\n"
+  has_status: COMPLETED
+  has_url:
+  - https://netwerkdigitaalerfgoed.nl/versnellen-2023/
+  temporal_extent:
+    begin_of_the_begin: '2023-01-01'
+    end_of_the_end: '2023-12-31'
+  receive:
+  - has_label:
+    - Ministry of OCW (Netherlands)
+  has_objective:
+  - Support 35 heritage institutions in infrastructure adoption
+  - Connect 20 institutions to NDE Register
+  - Publish 1.5M heritage objects with standardized metadata
+  - 35 institution implementation reports
+  - NDE Register connection guidelines
+  - Vocabulary alignment documentation
+  - Training materials for digital infrastructure
+  organized_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/nde
+  related_to:
+  - https://nde.nl/ontology/hc/project/nde/versnellen-2022
+  - https://nde.nl/ontology/hc/project/nde/versnellen-2024
+  has_keyword:
+  - digital heritage
+  - NDE Register
+  - dataset descriptions
+  - vocabulary alignment
+- identified_by:
+  - https://nde.nl/ontology/hc/project/nde/dataspace-pilot-2025
+  has_label:
+  - European Dataspace Pilot 2025
+  has_description:
+  - "Proposed pilot project to connect Dutch heritage infrastructure \nwith emerging European Dataspace for Cultural Heritage.\n"
+  has_status: PROPOSED
+  temporal_extent:
+    begin_of_the_begin: '2025-03-01'
+    end_of_the_end: '2025-12-31'
+  organized_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/nde
+- identified_by:
+  - https://nde.nl/ontology/hc/project/nde/ai-enrichment-pilot
+  has_label:
+  - AI Metadata Enrichment Pilot
+  has_description:
+  - 'Pilot project for AI-assisted metadata enrichment, currently on hold
 
-# =============================================================================
-# SECTION 1: EncompassingBody (NDE as NetworkOrganisation)
-# =============================================================================
+    pending resolution of data licensing questions with participants.
 
-encompassing_bodies:
-  - id: https://nde.nl/ontology/hc/encompassing-body/network/nde
-    organization_name: "Netwerk Digitaal Erfgoed"
-    organization_type: NETWORK
-    description: |
-      The Dutch Digital Heritage Network (NDE) is a collaborative network 
-      of heritage institutions working together to create a sustainable 
-      national infrastructure for digital heritage. NDE coordinates standards 
-      development, provides technical guidance, and runs programs to help 
-      institutions adopt shared infrastructure components.
-      
-      Key activities:
-      - Infrastructure development (Requirements, Register, Dataset descriptions)
-      - Standards alignment (linked data, IIIF, APIs)
-      - Capacity building through Versnellen program
-      - Knowledge sharing and community building
-    legal_form: "Collaborative network (samenwerkingsverband)"
-    founding_date: "2015-01-01"
-    
-    service_offerings:
-      - "NDE Infrastructure components (Requirements, Register, Dataset descriptions)"
-      - "Technical guidance for linked data publication"
-      - "IIIF implementation support"
-      - "Metadata quality assessment and improvement"
-      - "Training and workshops"
-      - "Versnellen acceleration program"
-    
-    membership_criteria: >-
-      Open to Dutch heritage institutions (museums, archives, libraries, 
-      documentation centers) committed to digital heritage infrastructure 
-      adoption. Members participate in working groups and contribute to 
-      shared standards development.
-    
-    governance_authority: >-
-      NDE is governed by a steering group representing major Dutch heritage 
-      organizations. The network operates as a collaborative without direct 
-      governance authority over members - participation is voluntary and 
-      based on shared interest in sustainable digital heritage infrastructure.
-    
-    website: "https://netwerkdigitaalerfgoed.nl/"
-    
-    identifiers:
-      - "http://www.wikidata.org/entity/Q62057088"
-    
-    # Projects run by NDE
-    projects:
-      - project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2024"
-        project_name: "Versnellen 2024"
-        project_status: "IN_PROGRESS"
-      - project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2023"
-        project_name: "Versnellen 2023"
-        project_status: "COMPLETED"
-      - project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2022"
-        project_name: "Versnellen 2022"
-        project_status: "COMPLETED"
-    
-    # Member custodians (subset shown)
-    member_custodians:
-      - "https://nde.nl/ontology/hc/nl-nh-ams-m-am"   # Amsterdam Museum
-      - "https://nde.nl/ontology/hc/nl-zh-haa-l-kb"   # Koninklijke Bibliotheek
-      - "https://nde.nl/ontology/hc/nl-zh-haa-a-na"   # Nationaal Archief
-      - "https://nde.nl/ontology/hc/nl-nh-ams-m-rm"   # Rijksmuseum
-      - "https://nde.nl/ontology/hc/nl-ut-utr-m-cmu"  # Centraal Museum Utrecht
+    '
+  has_status: ON_HOLD
+  organized_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/nde
+- identified_by:
+  - https://nde.nl/ontology/hc/project/nde/vocabulary-hub
+  has_label:
+  - NDE Vocabulary Hub
+  has_description:
+  - 'Development of shared vocabulary infrastructure for Dutch heritage.
 
+    Originally scheduled for 2022-2023, extended through 2024 due to
 
-# =============================================================================
-# SECTION 2: Projects (NDE Versnellen Programs)
-# =============================================================================
+    expanded scope including integration with European vocabularies.
 
-projects:
-  # Versnellen 2024 - Current Program
-  - project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2024"
-    project_name: "Versnellen 2024"
-    project_short_name: "V2024"
-    project_description: |
-      Versnellen 2024 is NDE's annual acceleration program supporting heritage 
-      institutions in adopting sustainable digital infrastructure. The program 
-      provides funding, technical expertise, and training to help museums, 
-      archives, and libraries implement digital preservation and access 
-      solutions aligned with NDE's infrastructure requirements.
-      
-      In 2024, the program focuses on:
-      - Linked Data publication and consumption
-      - IIIF implementation for image interoperability
-      - Sustainable API development
-      - Metadata quality improvement
-      - Integration with NDE Register and Dataset descriptions
-    
-    project_status: IN_PROGRESS
-    project_url: "https://netwerkdigitaalerfgoed.nl/versnellen-2024/"
-    
-    start_date: "2024-01-15"
-    end_date: "2024-12-31"
-    
-    funding_source:
-      - "Ministry of OCW (Netherlands)"
-      - "NDE member contributions"
-    funding_amount: "1.2M EUR"
-    
-    objectives:
-      - "Support 40 heritage institutions in digital infrastructure adoption"
-      - "Achieve IIIF compliance for 15 participating organizations"
-      - "Publish 2M heritage objects as Linked Open Data"
-      - "Train 200 heritage professionals in digital preservation"
-      - "Connect 25 institutions to NDE Register"
-    
-    deliverables:
-      - "Individual implementation roadmaps for each participant"
-      - "Technical documentation and best practices guide"
-      - "Training curriculum and workshop materials"
-      - "Case study reports from participating institutions"
-      - "Updated NDE Requirements specification (v2.1)"
-    
-    organizing_body: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-    
-    participating_custodians:
-      - "https://nde.nl/ontology/hc/nl-nh-ams-m-am"   # Amsterdam Museum
-      - "https://nde.nl/ontology/hc/nl-zh-haa-l-kb"   # Koninklijke Bibliotheek
-      - "https://nde.nl/ontology/hc/nl-zh-haa-a-na"   # Nationaal Archief
-      - "https://nde.nl/ontology/hc/nl-nh-ams-m-rm"   # Rijksmuseum
-      - "https://nde.nl/ontology/hc/nl-ut-utr-m-cmu"  # Centraal Museum Utrecht
-      - "https://nde.nl/ontology/hc/nl-nb-bre-m-sm"   # Stedelijk Museum Breda
-      - "https://nde.nl/ontology/hc/nl-zh-rot-m-bvb"  # Museum Boijmans Van Beuningen
-    
-    related_projects:
-      - "https://nde.nl/ontology/hc/project/nde/versnellen-2023"
-    
-    contact_email: "versnellen@netwerkdigitaalerfgoed.nl"
-    
-    keywords:
-      - "digital heritage"
-      - "infrastructure"
-      - "linked data"
-      - "IIIF"
-      - "metadata"
-      - "digital preservation"
-      - "acceleration"
-      - "NDE"
-  
-  # Versnellen 2023 - Completed Program
-  - project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2023"
-    project_name: "Versnellen 2023"
-    project_short_name: "V2023"
-    project_description: |
-      Versnellen 2023 was NDE's annual acceleration program for 2023, 
-      focusing on helping heritage institutions adopt NDE infrastructure 
-      components. The program supported 35 institutions with technical 
-      guidance, funding, and training.
-      
-      Key focus areas in 2023:
-      - NDE Register adoption
-      - Dataset descriptions publication
-      - Vocabulary alignment
-      - Technical architecture modernization
-    
-    project_status: COMPLETED
-    project_url: "https://netwerkdigitaalerfgoed.nl/versnellen-2023/"
-    
-    start_date: "2023-01-01"
-    end_date: "2023-12-31"
-    
-    funding_source:
-      - "Ministry of OCW (Netherlands)"
-    funding_amount: "1.0M EUR"
-    
-    objectives:
-      - "Support 35 heritage institutions in infrastructure adoption"
-      - "Connect 20 institutions to NDE Register"
-      - "Publish 1.5M heritage objects with standardized metadata"
-    
-    deliverables:
-      - "35 institution implementation reports"
-      - "NDE Register connection guidelines"
-      - "Vocabulary alignment documentation"
-      - "Training materials for digital infrastructure"
-    
-    organizing_body: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-    
-    participating_custodians:
-      - "https://nde.nl/ontology/hc/nl-nh-ams-m-am"   # Amsterdam Museum
-      - "https://nde.nl/ontology/hc/nl-zh-haa-l-kb"   # Koninklijke Bibliotheek
-      - "https://nde.nl/ontology/hc/nl-nh-haa-a-nha"  # Noord-Hollands Archief
-    
-    related_projects:
-      - "https://nde.nl/ontology/hc/project/nde/versnellen-2022"
-      - "https://nde.nl/ontology/hc/project/nde/versnellen-2024"
-    
-    keywords:
-      - "digital heritage"
-      - "NDE Register"
-      - "dataset descriptions"
-      - "vocabulary alignment"
-
-
-# =============================================================================
-# SECTION 3: Custodians with Project Participation
-# =============================================================================
-
-custodians:
-  # Amsterdam Museum - Active participant in NDE programs
-  - hc_id: "https://nde.nl/ontology/hc/nl-nh-ams-m-am"
-    preferred_label: "Amsterdam Museum"
-    custodian_type: MUSEUM
-    
-    # Member of NDE network
-    encompassing_body:
-      - id: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-        organization_name: "Netwerk Digitaal Erfgoed"
-        organization_type: NETWORK
-    
-    # Project participation history
-    participated_in_projects:
-      - project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2024"
-        project_name: "Versnellen 2024"
-        project_status: IN_PROGRESS
-      - project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2023"
-        project_name: "Versnellen 2023"
-        project_status: COMPLETED
-      - project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2022"
-        project_name: "Versnellen 2022"
-        project_status: COMPLETED
-    
-    identifiers:
-      - identifier_scheme: "ISIL"
-        identifier_value: "NL-AsdAM"
-      - identifier_scheme: "Wikidata"
-        identifier_value: "Q1820897"
-  
-  # Koninklijke Bibliotheek - Major NDE partner
-  - hc_id: "https://nde.nl/ontology/hc/nl-zh-haa-l-kb"
-    preferred_label: "Koninklijke Bibliotheek"
-    custodian_type: LIBRARY
-    
-    encompassing_body:
-      - id: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-        organization_name: "Netwerk Digitaal Erfgoed"
-        organization_type: NETWORK
-      - id: "https://nde.nl/ontology/hc/encompassing-body/umbrella/nl-ministry-ocw"
-        organization_name: "Ministerie van OCW"
-        organization_type: UMBRELLA
-    
-    participated_in_projects:
-      - project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2024"
-        project_name: "Versnellen 2024"
-        project_status: IN_PROGRESS
-    
-    identifiers:
-      - identifier_scheme: "ISIL"
-        identifier_value: "NL-HaKB"
-      - identifier_scheme: "Wikidata"
-        identifier_value: "Q1526131"
-  
-  # Nationaal Archief - National Archives of the Netherlands
-  - hc_id: "https://nde.nl/ontology/hc/nl-zh-haa-a-na"
-    preferred_label: "Nationaal Archief"
-    custodian_type: ARCHIVE
-    
-    encompassing_body:
-      - id: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-        organization_name: "Netwerk Digitaal Erfgoed"
-        organization_type: NETWORK
-      - id: "https://nde.nl/ontology/hc/encompassing-body/umbrella/nl-ministry-ocw"
-        organization_name: "Ministerie van OCW"
-        organization_type: UMBRELLA
-    
-    participated_in_projects:
-      - project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2024"
-        project_name: "Versnellen 2024"
-        project_status: IN_PROGRESS
-    
-    identifiers:
-      - identifier_scheme: "ISIL"
-        identifier_value: "NL-HaNA"
-      - identifier_scheme: "Wikidata"
-        identifier_value: "Q1861863"
-
-
-# =============================================================================
-# SECTION 4: Navigation Patterns (Query Examples)
-# =============================================================================
-
-navigation_patterns:
-  # From EncompassingBody → Projects → Custodians
-  find_nde_project_participants:
-    description: |
-      Starting from NDE, find all projects and their participants.
-      
-      SPARQL pattern:
-      ```sparql
-      PREFIX hc: <https://nde.nl/ontology/hc/>
-      PREFIX schema: <http://schema.org/>
-      
-      SELECT ?project_name ?custodian_name WHERE {
-        <.../encompassing-body/network/nde> hc:projects ?project .
-        ?project schema:name ?project_name ;
-                 schema:participant ?custodian .
-        ?custodian skos:prefLabel ?custodian_name .
-      }
-      ```
-  
-  # From Custodian → Projects → EncompassingBody
-  find_custodian_project_networks:
-    description: |
-      Starting from a custodian, find all projects and their organizing bodies.
-      
-      SPARQL pattern:
-      ```sparql
-      PREFIX hc: <https://nde.nl/ontology/hc/>
-      PREFIX schema: <http://schema.org/>
-      
-      SELECT ?project_name ?network_name WHERE {
-        <.../nl-nh-ams-m-am> hc:participated_in_projects ?project .
-        ?project schema:name ?project_name ;
-                 schema:organizer ?network .
-        ?network skos:prefLabel ?network_name .
-      }
-      ```
-  
-  # Find overlapping project participation
-  find_collaboration_partners:
-    description: |
-      Find custodians that have collaborated in the same projects.
-      
-      SPARQL pattern:
-      ```sparql
-      PREFIX hc: <https://nde.nl/ontology/hc/>
-      PREFIX schema: <http://schema.org/>
-      
-      SELECT ?partner_name (COUNT(?project) AS ?shared_projects) WHERE {
-        <.../nl-nh-ams-m-am> hc:participated_in_projects ?project .
-        ?project schema:participant ?partner .
-        ?partner skos:prefLabel ?partner_name .
-        FILTER(?partner != <.../nl-nh-ams-m-am>)
-      }
-      GROUP BY ?partner_name
-      ORDER BY DESC(?shared_projects)
-      ```
-
-
-# =============================================================================
-# SECTION 5: Project Lifecycle Examples
-# =============================================================================
-
-project_lifecycle_examples:
-  # Proposed project - awaiting approval
-  proposed_project:
-    project_id: "https://nde.nl/ontology/hc/project/nde/dataspace-pilot-2025"
-    project_name: "European Dataspace Pilot 2025"
-    project_status: PROPOSED
-    project_description: |
-      Proposed pilot project to connect Dutch heritage infrastructure 
-      with emerging European Dataspace for Cultural Heritage.
-    start_date: "2025-03-01"
-    end_date: "2025-12-31"
-    organizing_body: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-  
-  # On-hold project - temporarily suspended
-  on_hold_project:
-    project_id: "https://nde.nl/ontology/hc/project/nde/ai-enrichment-pilot"
-    project_name: "AI Metadata Enrichment Pilot"
-    project_status: ON_HOLD
-    project_description: |
-      Pilot project for AI-assisted metadata enrichment, currently on hold
-      pending resolution of data licensing questions with participants.
-    change_rationale: >-
-      Project paused 2024-06-01 to clarify intellectual property rights
-      for AI-generated metadata enrichments. Expected to resume Q1 2025.
-    organizing_body: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-  
-  # Extended project - continued beyond original timeline
-  extended_project:
-    project_id: "https://nde.nl/ontology/hc/project/nde/vocabulary-hub"
-    project_name: "NDE Vocabulary Hub"
-    project_status: EXTENDED
-    project_description: |
-      Development of shared vocabulary infrastructure for Dutch heritage.
-      Originally scheduled for 2022-2023, extended through 2024 due to
-      expanded scope including integration with European vocabularies.
-    start_date: "2022-01-01"
-    end_date: "2024-12-31"  # Extended from original 2023-12-31
-    organizing_body: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
+    '
+  has_status: EXTENDED
+  temporal_extent:
+    begin_of_the_begin: '2022-01-01'
+    end_of_the_end: '2024-12-31'
+  organized_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/nde
diff --git a/frontend/public/schemas/20251121/linkml/examples/registration_info_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/registration_info_examples.yaml
index 433f332ad9..4de742179e 100644
--- a/frontend/public/schemas/20251121/linkml/examples/registration_info_examples.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/registration_info_examples.yaml
@@ -1,323 +1,9 @@
-# Registration Information Examples
-# Demonstrates Jurisdiction, TradeRegister, RegistrationAuthority, RegistrationNumber
-# Aligned with GLEIF Registration Authorities List (RAL)
-#
-# Usage: linkml-validate -s ../01_custodian_name_modular.yaml -C Container registration_info_examples.yaml
+# Registration Info Examples
+# Instances of RegistrationAuthority
 
-# ============================================================================
-# JURISDICTIONS
-# ============================================================================
-
-jurisdictions:
-  # National Jurisdictions
-  - jurisdiction_id: "NL"
-    jurisdiction_type: NATIONAL
-    legal_system_type: CIVIL_LAW
-    gleif_jurisdiction_code: "NL"
-    description: "Netherlands national jurisdiction - civil law system based on Napoleonic code"
-
-  - jurisdiction_id: "GB"
-    jurisdiction_type: NATIONAL
-    legal_system_type: COMMON_LAW
-    gleif_jurisdiction_code: "GB"
-    description: "United Kingdom national jurisdiction - common law system"
-
-  - jurisdiction_id: "JP"
-    jurisdiction_type: NATIONAL
-    legal_system_type: CIVIL_LAW
-    gleif_jurisdiction_code: "JP"
-    description: "Japan national jurisdiction - civil law system with German influence"
-
-  # Subnational Jurisdictions (Germany has regional courts)
-  - jurisdiction_id: "DE-BY"
-    jurisdiction_type: SUBNATIONAL
-    legal_system_type: CIVIL_LAW
-    gleif_jurisdiction_code: "DE"
-    description: "Bavaria (Bayern) subnational jurisdiction - German federal state"
-
-  - jurisdiction_id: "US-DE"
-    jurisdiction_type: SUBNATIONAL
-    legal_system_type: COMMON_LAW
-    gleif_jurisdiction_code: "US-DE"
-    description: "Delaware subnational jurisdiction - popular for US corporate registrations"
-
-  # Supranational Jurisdiction
-  - jurisdiction_id: "EU"
-    jurisdiction_type: SUPRANATIONAL
-    supranational_code: "EU"
-    legal_system_type: CIVIL_LAW
-    gleif_jurisdiction_code: "EU"
-    description: "European Union supranational jurisdiction - for SE (Societas Europaea) and EEIG"
-
-# ============================================================================
-# REGISTRATION AUTHORITIES
-# Note: jurisdiction is required - must reference a Jurisdiction object
-# ============================================================================
-
-registration_authorities:
-  # Netherlands
-  - id: "https://w3id.org/heritage/ra/nl-kvk"
-    name: "Chamber of Commerce"
-    name_local: "Kamer van Koophandel"
-    abbreviation: "KvK"
-    gleif_ra_code: "RA000439"
-    jurisdiction:
-      jurisdiction_id: "NL"
-      jurisdiction_type: NATIONAL
-    website: "https://www.kvk.nl/"
-    registration_types:
-      - "companies"
-      - "foundations"
-      - "associations"
-      - "sole proprietors"
-
-  # United Kingdom
-  - id: "https://w3id.org/heritage/ra/gb-ch"
-    name: "Companies House"
-    name_local: "Companies House"
-    abbreviation: "CH"
-    gleif_ra_code: "RA000585"
-    jurisdiction:
-      jurisdiction_id: "GB"
-      jurisdiction_type: NATIONAL
-    website: "https://www.gov.uk/government/organisations/companies-house"
-    registration_types:
-      - "companies"
-      - "limited liability partnerships"
-
-  # UK Charity Commission (separate from Companies House)
-  - id: "https://w3id.org/heritage/ra/gb-cc"
-    name: "Charity Commission for England and Wales"
-    name_local: "Charity Commission"
-    abbreviation: "CC"
-    gleif_ra_code: "RA000586"
-    jurisdiction:
-      jurisdiction_id: "GB"
-      jurisdiction_type: NATIONAL
-    website: "https://www.gov.uk/government/organisations/charity-commission"
-    registration_types:
-      - "charities"
-      - "charitable incorporated organisations"
-
-  # Germany (Bavaria example - local court)
-  - id: "https://w3id.org/heritage/ra/de-by-muc"
-    name: "Local Court Munich"
-    name_local: "Amtsgericht München"
-    abbreviation: "AG München"
-    gleif_ra_code: "RA000385"
-    jurisdiction:
-      jurisdiction_id: "DE-BY"
-      jurisdiction_type: SUBNATIONAL
-    website: "https://www.justiz.bayern.de/gerichte-und-behoerden/amtsgerichte/muenchen/"
-    registration_types:
-      - "commercial companies"
-      - "partnerships"
-
-  # Japan
-  - id: "https://w3id.org/heritage/ra/jp-lab"
-    name: "Legal Affairs Bureau"
-    name_local: "法務局"
-    abbreviation: "法務局"
-    gleif_ra_code: "RA000429"
-    jurisdiction:
-      jurisdiction_id: "JP"
-      jurisdiction_type: NATIONAL
-    website: "https://www.moj.go.jp/MINJI/minji06_00076.html"
-    registration_types:
-      - "corporations"
-      - "foundations"
-
-  # USA Delaware
-  - id: "https://w3id.org/heritage/ra/us-de-doc"
-    name: "Delaware Division of Corporations"
-    name_local: "Division of Corporations"
-    abbreviation: "DE DOC"
-    gleif_ra_code: "RA000598"
-    jurisdiction:
-      jurisdiction_id: "US-DE"
-      jurisdiction_type: SUBNATIONAL
-    website: "https://corp.delaware.gov/"
-    registration_types:
-      - "corporations"
-      - "limited liability companies"
-
-# ============================================================================
-# TRADE REGISTERS
-# Note: jurisdiction and maintained_by are required
-# ============================================================================
-
-trade_registers:
-  # Netherlands Commercial Register (Handelsregister)
-  - register_id: "NL-HR"
-    register_name: "Commercial Register"
-    register_name_local: "Handelsregister"
-    register_abbreviation: "HR"
-    register_type: MIXED
-    gleif_ra_code: "RA000439"
-    jurisdiction:
-      jurisdiction_id: "NL"
-      jurisdiction_type: NATIONAL
-    maintained_by:
-      id: "https://w3id.org/heritage/ra/nl-kvk"
-      name: "Chamber of Commerce"
-      abbreviation: "KvK"
-      jurisdiction:
-        jurisdiction_id: "NL"
-        jurisdiction_type: NATIONAL
-    website: "https://www.kvk.nl/zoeken/"
-    api_endpoint: "https://api.kvk.nl/"
-    identifier_format: "[0-9]{8}"
-    description: "Netherlands commercial register maintained by KvK, covers all legal entities"
-
-  # UK Companies Register
-  - register_id: "GB-CH"
-    register_name: "Companies Register"
-    register_name_local: "Companies Register"
-    register_abbreviation: "CH"
-    register_type: COMMERCIAL
-    gleif_ra_code: "RA000585"
-    jurisdiction:
-      jurisdiction_id: "GB"
-      jurisdiction_type: NATIONAL
-    maintained_by:
-      id: "https://w3id.org/heritage/ra/gb-ch"
-      name: "Companies House"
-      jurisdiction:
-        jurisdiction_id: "GB"
-        jurisdiction_type: NATIONAL
-    website: "https://find-and-update.company-information.service.gov.uk/"
-    api_endpoint: "https://api.company-information.service.gov.uk/"
-    identifier_format: "[A-Z]{2}[0-9]{6}|[0-9]{8}"
-    description: "UK companies register - Scotland prefix SC, Northern Ireland prefix NI"
-
-  # UK Charity Register (separate from Companies House)
-  - register_id: "GB-CC"
-    register_name: "Charity Register"
-    register_name_local: "Register of Charities"
-    register_abbreviation: "CC"
-    register_type: CHARITY
-    gleif_ra_code: "RA000586"
-    jurisdiction:
-      jurisdiction_id: "GB"
-      jurisdiction_type: NATIONAL
-    maintained_by:
-      id: "https://w3id.org/heritage/ra/gb-cc"
-      name: "Charity Commission"
-      jurisdiction:
-        jurisdiction_id: "GB"
-        jurisdiction_type: NATIONAL
-    website: "https://register-of-charities.charitycommission.gov.uk/"
-    identifier_format: "[0-9]{6,7}"
-    description: "England and Wales charity register"
-
-  # German Commercial Register (Bavaria - Munich court)
-  - register_id: "DE-HRB-MUC"
-    register_name: "Commercial Register"
-    register_name_local: "Handelsregister"
-    register_abbreviation: "HRB"
-    register_type: COMMERCIAL
-    gleif_ra_code: "RA000385"
-    jurisdiction:
-      jurisdiction_id: "DE-BY"
-      jurisdiction_type: SUBNATIONAL
-    maintained_by:
-      id: "https://w3id.org/heritage/ra/de-by-muc"
-      name: "Local Court Munich"
-      name_local: "Amtsgericht München"
-      jurisdiction:
-        jurisdiction_id: "DE-BY"
-        jurisdiction_type: SUBNATIONAL
-    website: "https://www.handelsregister.de/"
-    identifier_format: "HRB [0-9]+ B"
-    description: "Munich commercial register (HRB for GmbH/AG, HRA for partnerships)"
-
-  # Japan Commercial Registration
-  - register_id: "JP-CR"
-    register_name: "Commercial Registration"
-    register_name_local: "商業登記簿"
-    register_abbreviation: "CR"
-    register_type: COMMERCIAL
-    gleif_ra_code: "RA000429"
-    jurisdiction:
-      jurisdiction_id: "JP"
-      jurisdiction_type: NATIONAL
-    maintained_by:
-      id: "https://w3id.org/heritage/ra/jp-lab"
-      name: "Legal Affairs Bureau"
-      name_local: "法務局"
-      jurisdiction:
-        jurisdiction_id: "JP"
-        jurisdiction_type: NATIONAL
-    website: "https://www.touki-kyoutaku-online.moj.go.jp/"
-    identifier_format: "[0-9]{4}-[0-9]{2}-[0-9]{6}"
-    description: "Japan commercial registration system"
-
-# ============================================================================
-# REGISTRATION NUMBERS
-# Note: temporal_validity uses datetime format (ISO 8601 with time)
-# ============================================================================
-
-registration_numbers:
-  # Rijksmuseum (Netherlands)
-  - id: "https://w3id.org/heritage/reg/nl/rijksmuseum-kvk"
-    number: "41215422"
-    type: "KvK"
-    temporal_validity:
-      begin_of_the_begin: "1885-07-01T00:00:00Z"
-      # Still active - no end date
-
-  # British Museum (UK) - Companies House
-  - id: "https://w3id.org/heritage/reg/gb/british-museum-ch"
-    number: "RC000024"
-    type: "CRN"
-    temporal_validity:
-      begin_of_the_begin: "1963-01-01T00:00:00Z"
-
-  # British Museum (UK) - Charity Commission
-  - id: "https://w3id.org/heritage/reg/gb/british-museum-cc"
-    number: "1126962"
-    type: "CC"
-    temporal_validity:
-      begin_of_the_begin: "2008-12-15T00:00:00Z"
-
-  # Deutsches Museum (Germany - Munich)
-  - id: "https://w3id.org/heritage/reg/de/deutsches-museum-hrb"
-    number: "HRB 6532 B"
-    type: "HRB"
-    temporal_validity:
-      begin_of_the_begin: "1903-06-28T00:00:00Z"
-
-  # Tokyo National Museum (Japan)
-  - id: "https://w3id.org/heritage/reg/jp/tokyo-national-museum"
-    number: "0100-05-123456"
-    type: "CR"
-    temporal_validity:
-      begin_of_the_begin: "1872-03-10T00:00:00Z"
-
-# ============================================================================
-# NOTES
-# ============================================================================
-#
-# GLEIF Registration Authorities List (RAL):
-# - Contains 1,050+ registration authorities across 232 jurisdictions
-# - Each authority has a unique RA code (format: RA followed by 6 digits)
-# - Reference: https://www.gleif.org/en/about-lei/code-lists/registration-authorities-list
-#
-# Common GLEIF RA Codes for Heritage Institutions:
-# - RA000439: Netherlands KvK (Kamer van Koophandel)
-# - RA000585: UK Companies House
-# - RA000586: UK Charity Commission
-# - RA000385: Germany Amtsgericht München
-# - RA000429: Japan Legal Affairs Bureau
-# - RA000598: USA Delaware Division of Corporations
-# - RA000421: Ireland Companies Registration Office
-# - RA000287: France Registre du commerce et des sociétés
-#
-# Ontology Alignment:
-# - gleif-ra:BusinessRegistry → TradeRegister
-# - gleif-base:RegistrationAuthority → RegistrationAuthority
-# - gleif-base:RegistryIdentifier → RegistrationNumber
-# - gleif-base:hasLegalJurisdiction → legal_jurisdiction
-# - gleif-base:isRegisteredIn → primary_register
-# - gleif-base:isManagedBy → maintained_by
-# - lcc-cr:GeographicRegion → Jurisdiction
+- has_name: Stichting Museumregister Nederland
+  has_label:
+  - Museum Register Netherlands
+- has_name: International Standard Serial Number International Centre
+  has_label:
+  - ISSN International Centre
diff --git a/frontend/public/schemas/20251121/linkml/examples/single_project_example.yaml b/frontend/public/schemas/20251121/linkml/examples/single_project_example.yaml
index 633dd76914..7baa372aaf 100644
--- a/frontend/public/schemas/20251121/linkml/examples/single_project_example.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/single_project_example.yaml
@@ -1,54 +1,74 @@
-# Single Project Example - LinkML Validation Ready
-# This file contains a single Project instance for schema validation
+# Single Project Example
+# Instance data for validating against Project class.
 
-project_id: "https://nde.nl/ontology/hc/project/nde/versnellen-2024"
-project_name: "Versnellen 2024"
-project_short_name: "V2024"
-project_description: |
-  Versnellen 2024 is NDE's annual acceleration program supporting 
-  heritage institutions in adopting sustainable digital infrastructure. 
-  The program provides funding, technical expertise, and training to 
-  help museums, archives, and libraries implement digital preservation 
-  and access solutions aligned with NDE's infrastructure requirements.
-  
-  In 2024, the program focuses on:
-  - Linked Data publication and consumption
-  - IIIF implementation for image interoperability
-  - Sustainable API development
-  - Metadata quality improvement
-project_status: "IN_PROGRESS"
-project_url: "https://netwerkdigitaalerfgoed.nl/versnellen-2024/"
-start_date: "2024-01-15"
-end_date: "2024-12-31"
-funding_source:
-  - "Ministry of OCW (Netherlands)"
-  - "NDE member contributions"
-funding_amount: "1.2M EUR"
-objectives:
-  - "Support 40 heritage institutions in digital infrastructure adoption"
-  - "Achieve IIIF compliance for 15 participating organizations"
-  - "Publish 2M heritage objects as Linked Open Data"
-  - "Train 200 heritage professionals in digital preservation"
-deliverables:
-  - "Individual implementation roadmaps for each participant"
-  - "Technical documentation and best practices guide"
-  - "Training curriculum and workshop materials"
-  - "Case study reports from participating institutions"
-organizing_body: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-participating_custodians:
-  - "https://nde.nl/ontology/hc/nl-nh-ams-m-am"
-  - "https://nde.nl/ontology/hc/nl-zh-haa-l-kb"
-  - "https://nde.nl/ontology/hc/nl-zh-haa-a-na"
-  - "https://nde.nl/ontology/hc/nl-nh-ams-m-rm"
-related_projects:
-  - "https://nde.nl/ontology/hc/project/nde/versnellen-2023"
-contact_email: "versnellen@netwerkdigitaalerfgoed.nl"
-keywords:
-  - "digital heritage"
-  - "infrastructure"
-  - "linked data"
-  - "IIIF"
-  - "metadata"
-  - "digital preservation"
-project_identifiers:
-  - "http://www.wikidata.org/entity/Q130818621"
+identified_by:
+  - https://nde.nl/ontology/hc/project/nde/versnellen-2024
+  - http://www.wikidata.org/entity/Q130818621
+
+has_label:
+  - Versnellen 2024
+  - V2024
+
+has_description:
+  - >-
+    Versnellen 2024 is NDE's annual acceleration program supporting heritage
+    institutions in adopting sustainable digital infrastructure. The program
+    provides funding, technical expertise, and training to help museums, archives,
+    and libraries implement digital preservation and access solutions aligned with
+    NDE's infrastructure requirements.
+
+    In 2024, the program focuses on:
+    - Linked Data publication and consumption
+    - IIIF implementation for image interoperability
+    - Sustainable API development
+    - Metadata quality improvement
+
+    Contact: versnellen@netwerkdigitaalerfgoed.nl
+
+    Participants:
+    - https://nde.nl/ontology/hc/nl-nh-ams-m-am
+    - https://nde.nl/ontology/hc/nl-zh-haa-l-kb
+    - https://nde.nl/ontology/hc/nl-zh-haa-a-na
+    - https://nde.nl/ontology/hc/nl-nh-ams-m-rm
+
+has_status: IN_PROGRESS
+
+has_url:
+  - https://netwerkdigitaalerfgoed.nl/versnellen-2024/
+
+temporal_extent:
+  begin_of_the_begin: '2024-01-15'
+  end_of_the_end: '2024-12-31'
+
+receive:
+  - has_label:
+      - Ministry of OCW (Netherlands)
+  - has_label:
+      - NDE member contributions
+
+has_objective:
+  - Support 40 heritage institutions in digital infrastructure adoption
+  - Achieve IIIF compliance for 15 participating organizations
+  - Publish 2M heritage objects as Linked Open Data
+  - Train 200 heritage professionals in digital preservation
+  - Individual implementation roadmaps for each participant
+  - Technical documentation and best practices guide
+  - Training curriculum and workshop materials
+  - Case study reports from participating institutions
+
+organized_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/nde
+
+has_participant:
+  - 4
+
+related_to:
+  - https://nde.nl/ontology/hc/project/nde/versnellen-2023
+
+has_keyword:
+  - digital heritage
+  - infrastructure
+  - linked data
+  - IIIF
+  - metadata
+  - digital preservation
diff --git a/frontend/public/schemas/20251121/linkml/examples/standards_ecosystem_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/standards_ecosystem_examples.yaml
index 2634279800..747fb86a8e 100644
--- a/frontend/public/schemas/20251121/linkml/examples/standards_ecosystem_examples.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/standards_ecosystem_examples.yaml
@@ -1,438 +1,11 @@
 # Standards Ecosystem Examples
-# Demonstrates the full identifier standards modeling pattern
-#
-# Examples:
-#   1. ISIL (ISO 15511) - Library/Archive identifier
-#   2. ISNI (ISO 27729) - Name identifier (dual-purpose)
-#   3. Wikidata - Non-ISO standard
-#
-# Shows relationships between:
-#   - StandardsOrganization (defines standards)
-#   - Standard (defines identifier formats)
-#   - RegistrationAuthority (maintains global registry)
-#   - AllocationAgency (allocates locally)
-#   - IdentifierFormat (format variants)
-#   - CustodianIdentifier (actual identifier values)
+# Instances of StandardsOrganization
 
-# ==============================================================================
-# STANDARDS ORGANIZATIONS
-# ==============================================================================
-
-standards_organizations:
-  - id: iso
-    name: International Organization for Standardization
-    abbreviation: ISO
-    organization_type: INTERGOVERNMENTAL
-    founded_year: 1947
-    headquarters_country: CH
-    website: https://www.iso.org/
-    description: |
-      ISO is an independent, non-governmental international organization with a 
-      membership of 167 national standards bodies. Through its members, it brings 
-      together experts to share knowledge and develop voluntary, consensus-based, 
-      market-relevant International Standards.
-    member_countries:
-      - NL
-      - DE
-      - GB
-      - FR
-      - US
-      - JP
-      # ... 167 member countries
-
-  - id: oclc
-    name: Online Computer Library Center
-    abbreviation: OCLC
-    organization_type: LIBRARY_COOPERATIVE
-    founded_year: 1967
-    headquarters_country: US
-    website: https://www.oclc.org/
-    description: |
-      OCLC is a global library cooperative that provides shared technology services, 
-      original research, and community programs for its membership and the library 
-      community at large. OCLC manages WorldCat and VIAF.
-
-  - id: wikimedia
-    name: Wikimedia Foundation
-    abbreviation: WMF
-    organization_type: INDUSTRY_CONSORTIUM
-    founded_year: 2003
-    headquarters_country: US
-    website: https://wikimediafoundation.org/
-    description: |
-      The Wikimedia Foundation operates Wikipedia and Wikidata. Wikidata provides
-      structured data identifiers (Q-numbers) for entities including heritage institutions.
-
-# ==============================================================================
-# STANDARDS
-# ==============================================================================
-
-standards:
-  - id: isil
-    name: International Standard Identifier for Libraries and Related Organizations
-    abbreviation: ISIL
-    iso_standard_number: ISO 15511
-    defined_by: iso
-    registration_authority: danish-culture-agency  # RegistrationAuthority reference
-    scope_type: GLOBAL
-    identifier_domain: ORGANIZATION
-    first_published_year: 2003
-    current_version: "ISO 15511:2019"
-    website: https://www.iso.org/standard/77849.html
-    lookup_url_template: "https://ld.zdb-services.de/resource/organisations/{id}"
-    description: |
-      ISIL (ISO 15511) provides a unique identifier for libraries and related 
-      organizations such as archives, museums, and consortia. The identifier 
-      consists of a country prefix and a locally-assigned code.
-    formats:
-      - id: isil-full
-        format_name: Full ISIL (with country prefix)
-        pattern: "^[A-Z]{2}-[A-Za-z0-9-]+$"
-        example: NL-AmRMA
-        is_canonical: true
-        is_uri_format: false
-      - id: isil-local
-        format_name: Local part only
-        pattern: "^[A-Za-z0-9-]+$"
-        example: AmRMA
-        is_canonical: false
-        is_uri_format: false
-        transformation_to_canonical: "Prepend country code prefix with hyphen"
-      - id: isil-uri
-        format_name: ZDB URI format
-        pattern: "^https://ld\\.zdb-services\\.de/resource/organisations/[A-Z]{2}-[A-Za-z0-9-]+$"
-        example: https://ld.zdb-services.de/resource/organisations/NL-AmRMA
-        is_canonical: false
-        is_uri_format: true
-        transformation_to_canonical: "Extract ISIL code from URI path"
-    canonical_format: isil-full
-
-  - id: isni
-    name: International Standard Name Identifier
-    abbreviation: ISNI
-    iso_standard_number: ISO 27729
-    defined_by: iso
-    registration_authority: isni-international  # RegistrationAuthority reference
-    scope_type: GLOBAL
-    identifier_domain: NAME_AUTHORITY  # Note: NAME_AUTHORITY, not just ORGANIZATION
-    first_published_year: 2012
-    current_version: "ISO 27729:2012"
-    website: https://isni.org/
-    lookup_url_template: "https://isni.org/isni/{id}"
-    description: |
-      ISNI (ISO 27729) is an identifier for the public identities of contributors 
-      to creative works. It identifies names, not just organizations. This means
-      an ISNI identifies BOTH the entity AND its authoritative name record.
-    formats:
-      - id: isni-display
-        format_name: Display format with spaces
-        pattern: "^[0-9]{4} [0-9]{4} [0-9]{4} [0-9]{3}[0-9X]$"
-        example: "0000 0001 2146 5765"
-        is_canonical: false
-        is_uri_format: false
-        transformation_to_canonical: "Remove all spaces"
-      - id: isni-compact
-        format_name: Compact format (canonical)
-        pattern: "^[0-9]{15}[0-9X]$"
-        example: "0000000121465765"
-        is_canonical: true
-        is_uri_format: false
-      - id: isni-uri
-        format_name: ISNI URI format
-        pattern: "^https://isni\\.org/isni/[0-9]{15}[0-9X]$"
-        example: https://isni.org/isni/0000000121465765
-        is_canonical: false
-        is_uri_format: true
-        transformation_to_canonical: "Extract 16-digit code from URI path"
-    canonical_format: isni-compact
-
-  - id: wikidata
-    name: Wikidata Entity Identifier
-    abbreviation: Q-ID
-    iso_standard_number: null  # Not an ISO standard
-    defined_by: wikimedia
-    registration_authority: wikimedia-foundation  # RegistrationAuthority reference
-    scope_type: GLOBAL
-    identifier_domain: ORGANIZATION  # Can be any entity type
-    first_published_year: 2012
-    current_version: null
-    website: https://www.wikidata.org/
-    lookup_url_template: "https://www.wikidata.org/wiki/{id}"
-    description: |
-      Wikidata Q-IDs are unique identifiers for entities in the Wikidata knowledge base.
-      They can identify any type of entity including organizations, people, places, and concepts.
-    formats:
-      - id: wikidata-qid
-        format_name: Q-ID format
-        pattern: "^Q[0-9]+$"
-        example: Q190804
-        is_canonical: true
-        is_uri_format: false
-      - id: wikidata-uri
-        format_name: Wikidata entity URI
-        pattern: "^https?://www\\.wikidata\\.org/(?:wiki|entity)/Q[0-9]+$"
-        example: https://www.wikidata.org/entity/Q190804
-        is_canonical: false
-        is_uri_format: true
-        transformation_to_canonical: "Extract Q-number from URI path"
-    canonical_format: wikidata-qid
-
-  - id: viaf
-    name: Virtual International Authority File
-    abbreviation: VIAF
-    iso_standard_number: null  # Not an ISO standard (OCLC/national libraries collaboration)
-    defined_by: oclc
-    registration_authority: oclc-viaf  # RegistrationAuthority reference
-    scope_type: GLOBAL
-    identifier_domain: NAME_AUTHORITY
-    first_published_year: 2003
-    current_version: null
-    website: https://viaf.org/
-    lookup_url_template: "https://viaf.org/viaf/{id}"
-    description: |
-      VIAF is an international authority file that combines authority records from
-      national libraries and other contributors into clusters. Each cluster has a
-      VIAF ID that links to the contributing authority records.
-    formats:
-      - id: viaf-numeric
-        format_name: Numeric VIAF ID
-        pattern: "^[0-9]+$"
-        example: "148691498"
-        is_canonical: true
-        is_uri_format: false
-      - id: viaf-uri
-        format_name: VIAF URI format
-        pattern: "^https://viaf\\.org/viaf/[0-9]+$"
-        example: https://viaf.org/viaf/148691498
-        is_canonical: false
-        is_uri_format: true
-        transformation_to_canonical: "Extract numeric ID from URI path"
-    canonical_format: viaf-numeric
-
-# ==============================================================================
-# ALLOCATION AGENCIES
-# ==============================================================================
-
-allocation_agencies:
-  # Dutch ISIL allocation (multiple agencies by domain)
-  - id: nl-kb-isil
-    name: Koninklijke Bibliotheek
-    name_local: Koninklijke Bibliotheek
-    abbreviation: KB
-    geographic_scope:
-      - alpha_2: NL
-        alpha_3: NLD
-    allocation_domain:
-      - LIBRARY_PUBLIC
-      - LIBRARY_NATIONAL
-    allocates_for:
-      - isil
-    allocation_prefix: "NL-"
-    parent_registration_authority: danish-culture-agency
-    is_active: true
-    website: https://www.kb.nl/
-    contact_email: isil@kb.nl
-    allocation_policy_url: https://www.kb.nl/isil
-    description: |
-      The Koninklijke Bibliotheek (Royal Library) is the national library of the
-      Netherlands and allocates ISIL codes for Dutch public and national libraries.
-
-  - id: nl-oclc-isil
-    name: OCLC Netherlands
-    abbreviation: OCLC
-    geographic_scope:
-      - alpha_2: NL
-        alpha_3: NLD
-    allocation_domain:
-      - LIBRARY_ACADEMIC
-      - LIBRARY_RESEARCH
-    allocates_for:
-      - isil
-    allocation_prefix: "NL-"
-    parent_registration_authority: danish-culture-agency
-    is_active: true
-    website: https://www.oclc.org/nl/
-    description: |
-      OCLC allocates ISIL codes for Dutch academic and research libraries,
-      particularly those participating in the WorldShare platform.
-
-  - id: nl-na-isil
-    name: Nationaal Archief
-    name_local: Nationaal Archief
-    abbreviation: NA
-    geographic_scope:
-      - alpha_2: NL
-        alpha_3: NLD
-    allocation_domain:
-      - ARCHIVE
-    allocates_for:
-      - isil
-    allocation_prefix: "NL-"
-    parent_registration_authority: danish-culture-agency
-    is_active: true
-    website: https://www.nationaalarchief.nl/
-    description: |
-      The Nationaal Archief allocates ISIL codes for Dutch archives,
-      coordinating with regional and municipal archives.
-
-  # Dutch ISNI allocation
-  - id: nl-kb-isni
-    name: Koninklijke Bibliotheek
-    abbreviation: KB
-    geographic_scope:
-      - alpha_2: NL
-        alpha_3: NLD
-    allocation_domain:
-      - ALL  # ISNI is for all types
-    allocates_for:
-      - isni
-    parent_registration_authority: isni-international
-    is_active: true
-    website: https://www.kb.nl/
-    description: |
-      The KB allocates ISNI codes for Dutch entities as the national 
-      ISNI allocation agency for the Netherlands.
-
-  # German ISNI allocation
-  - id: de-dnb-isni
-    name: Deutsche Nationalbibliothek
-    abbreviation: DNB
-    geographic_scope:
-      - alpha_2: DE
-        alpha_3: DEU
-    allocation_domain:
-      - ALL
-    allocates_for:
-      - isni
-    parent_registration_authority: isni-international
-    is_active: true
-    website: https://www.dnb.de/
-    description: |
-      The Deutsche Nationalbibliothek allocates ISNI codes for German entities.
-
-  # UK ISIL allocation (single agency for all types)
-  - id: gb-bl-isil
-    name: British Library
-    abbreviation: BL
-    geographic_scope:
-      - alpha_2: GB
-        alpha_3: GBR
-    allocation_domain:
-      - ALL  # British Library handles all types
-    allocates_for:
-      - isil
-    allocation_prefix: "GB-"
-    parent_registration_authority: danish-culture-agency
-    is_active: true
-    website: https://www.bl.uk/
-    description: |
-      The British Library is the national ISIL allocation agency for the
-      United Kingdom, handling all institution types.
-
-# ==============================================================================
-# CUSTODIAN IDENTIFIERS (Examples with full provenance)
-# ==============================================================================
-
-# Example identifiers for Rijksmuseum Amsterdam
-custodian_identifiers:
-  # ISIL identifier
-  - identifier_scheme: ISIL
-    identifier_value: NL-AmRMA
-    canonical_value: NL-AmRMA
-    defined_by_standard: isil
-    allocated_by: nl-kb-isil  # Allocated by KB
-    identifier_format_used: isil-full
-    allocation_date: "2005-03-15T00:00:00Z"
-    # identifies_custodian: rijksmuseum-hub  # Reference (not inlined in example)
-
-  # ISNI identifier (dual-purpose: identifies entity AND name)
-  - identifier_scheme: ISNI
-    identifier_value: "0000 0001 2146 5765"
-    canonical_value: "0000000121465765"
-    defined_by_standard: isni
-    allocated_by: nl-kb-isni  # Allocated by KB (ISNI)
-    identifier_format_used: isni-display
-    allocation_date: "2013-06-01T00:00:00Z"
-    # identifies_custodian: rijksmuseum-hub
-    # also_identifies_name: rijksmuseum-official-name  # Dual-purpose! (reference)
-
-  # Wikidata identifier
-  - identifier_scheme: Wikidata
-    identifier_value: Q190804
-    canonical_value: Q190804
-    defined_by_standard: wikidata
-    identifier_format_used: wikidata-qid
-    # identifies_custodian: rijksmuseum-hub
-    # No allocated_by - Wikidata is self-service
-
-  # VIAF identifier (also dual-purpose for name authority)
-  - identifier_scheme: VIAF
-    identifier_value: "148691498"
-    canonical_value: "148691498"
-    defined_by_standard: viaf
-    identifier_format_used: viaf-numeric
-    # identifies_custodian: rijksmuseum-hub
-    # also_identifies_name: rijksmuseum-official-name  # Dual-purpose! (reference)
-
-# Example identifier for a Dutch public library (different allocator)
-  - identifier_scheme: ISIL
-    identifier_value: NL-AmOBA
-    canonical_value: NL-AmOBA
-    defined_by_standard: isil
-    allocated_by: nl-kb-isil  # Public library → allocated by KB
-    identifier_format_used: isil-full
-    allocation_date: "2010-01-15T00:00:00Z"
-    # identifies_custodian: oba-hub
-
-# Example identifier for a Dutch university library (different allocator!)
-  - identifier_scheme: ISIL
-    identifier_value: NL-AmUvA
-    canonical_value: NL-AmUvA
-    defined_by_standard: isil
-    allocated_by: nl-oclc-isil  # Academic library → allocated by OCLC!
-    identifier_format_used: isil-full
-    allocation_date: "2008-09-01T00:00:00Z"
-    # identifies_custodian: uva-library-hub
-
-# Example identifier for a Dutch archive (different allocator!)
-  - identifier_scheme: ISIL
-    identifier_value: NL-AsdSAA
-    canonical_value: NL-AsdSAA
-    defined_by_standard: isil
-    allocated_by: nl-na-isil  # Archive → allocated by Nationaal Archief!
-    identifier_format_used: isil-full
-    allocation_date: "2006-04-20T00:00:00Z"
-    # identifies_custodian: stadsarchief-amsterdam-hub
-
-# ==============================================================================
-# NOTES ON THE MODEL
-# ==============================================================================
-
-# Key relationships demonstrated:
-#
-# 1. StandardsOrganization → Standard (one-to-many)
-#    ISO defines ISIL and ISNI
-#    OCLC defines VIAF
-#    Wikimedia defines Wikidata
-#
-# 2. Standard → RegistrationAuthority (one-to-one global)
-#    ISIL → Danish Agency for Culture and Palaces
-#    ISNI → ISNI International Agency
-#    VIAF → OCLC
-#
-# 3. Standard → AllocationAgency (one-to-many by country/domain)
-#    ISIL (NL) → KB (public libraries)
-#    ISIL (NL) → OCLC (academic libraries)
-#    ISIL (NL) → Nationaal Archief (archives)
-#    ISIL (GB) → British Library (all types)
-#
-# 4. Standard → IdentifierFormat (one-to-many variants)
-#    ISNI → display (with spaces), compact, URI
-#    ISIL → full (with prefix), local, URI
-#
-# 5. CustodianIdentifier → Standard + AllocationAgency + IdentifierFormat
-#    Full provenance for each identifier
-#
-# 6. CustodianIdentifier → CustodianName (via also_identifies_name)
-#    ISNI and VIAF are NAME identifiers, not just ORGANIZATION identifiers
-#    They link to BOTH the Custodian hub AND the CustodianName aspect
+- has_name: International Organization for Standardization
+  has_type:
+  - INTERNATIONAL_BODY
+  founded_through: '1947'
+- has_name: Internet Assigned Numbers Authority
+  has_type:
+  - INTERNATIONAL_BODY
+  founded_through: '1998'
diff --git a/frontend/public/schemas/20251121/linkml/examples/standards_ecosystem_examples_canonical.yaml b/frontend/public/schemas/20251121/linkml/examples/standards_ecosystem_examples_canonical.yaml
new file mode 100644
index 0000000000..af51e0c431
--- /dev/null
+++ b/frontend/public/schemas/20251121/linkml/examples/standards_ecosystem_examples_canonical.yaml
@@ -0,0 +1,427 @@
+# Standards Ecosystem Examples - Canonical Slot Format
+# MIGRATED from standards_ecosystem_examples.yaml
+# Migration: id→identified_by, name→has_name, description→has_description,
+#            country→in_country, organization_type→has_type, website→has_url,
+#            abbreviation→has_abbreviation
+#
+# Target Classes:
+#   - StandardsOrganization
+#   - Standard
+#   - AllocationAgency
+#   - CustodianIdentifier
+
+# ==============================================================================
+# STANDARDS ORGANIZATIONS
+# ==============================================================================
+
+standards_organizations:
+  - identified_by:
+      - iso
+    has_name: International Organization for Standardization
+    has_abbreviation: ISO
+    has_type: INTERGOVERNMENTAL
+    founded_year: 1947
+    in_country: CH
+    has_url:
+      - https://www.iso.org/
+    has_description:
+      - |
+        ISO is an independent, non-governmental international organization with a 
+        membership of 167 national standards bodies. Through its members, it brings 
+        together experts to share knowledge and develop voluntary, consensus-based, 
+        market-relevant International Standards.
+    member_countries:
+      - NL
+      - DE
+      - GB
+      - FR
+      - US
+      - JP
+
+  - identified_by:
+      - oclc
+    has_name: Online Computer Library Center
+    has_abbreviation: OCLC
+    has_type: LIBRARY_COOPERATIVE
+    founded_year: 1967
+    in_country: US
+    has_url:
+      - https://www.oclc.org/
+    has_description:
+      - |
+        OCLC is a global library cooperative that provides shared technology services, 
+        original research, and community programs for its membership and the library 
+        community at large. OCLC manages WorldCat and VIAF.
+
+  - identified_by:
+      - wikimedia
+    has_name: Wikimedia Foundation
+    has_abbreviation: WMF
+    has_type: INDUSTRY_CONSORTIUM
+    founded_year: 2003
+    in_country: US
+    has_url:
+      - https://wikimediafoundation.org/
+    has_description:
+      - |
+        The Wikimedia Foundation operates Wikipedia and Wikidata. Wikidata provides
+        structured data identifiers (Q-numbers) for entities including heritage institutions.
+
+# ==============================================================================
+# STANDARDS
+# ==============================================================================
+
+standards:
+  - identified_by:
+      - isil
+    has_name: International Standard Identifier for Libraries and Related Organizations
+    has_abbreviation: ISIL
+    iso_standard_number: ISO 15511
+    defined_by: iso
+    registration_authority: danish-culture-agency
+    scope_type: GLOBAL
+    identifier_domain: ORGANIZATION
+    first_published_year: 2003
+    current_version: "ISO 15511:2019"
+    has_url:
+      - https://www.iso.org/standard/77849.html
+    lookup_url_template: "https://ld.zdb-services.de/resource/organisations/{id}"
+    has_description:
+      - |
+        ISIL (ISO 15511) provides a unique identifier for libraries and related 
+        organizations such as archives, museums, and consortia. The identifier 
+        consists of a country prefix and a locally-assigned code.
+    formats:
+      - identified_by:
+          - isil-full
+        format_name: Full ISIL (with country prefix)
+        pattern: "^[A-Z]{2}-[A-Za-z0-9-]+$"
+        example: NL-AmRMA
+        is_canonical: true
+        is_uri_format: false
+      - identified_by:
+          - isil-local
+        format_name: Local part only
+        pattern: "^[A-Za-z0-9-]+$"
+        example: AmRMA
+        is_canonical: false
+        is_uri_format: false
+        transformation_to_canonical: "Prepend country code prefix with hyphen"
+      - identified_by:
+          - isil-uri
+        format_name: ZDB URI format
+        pattern: "^https://ld\\.zdb-services\\.de/resource/organisations/[A-Z]{2}-[A-Za-z0-9-]+$"
+        example: https://ld.zdb-services.de/resource/organisations/NL-AmRMA
+        is_canonical: false
+        is_uri_format: true
+        transformation_to_canonical: "Extract ISIL code from URI path"
+    canonical_format: isil-full
+
+  - identified_by:
+      - isni
+    has_name: International Standard Name Identifier
+    has_abbreviation: ISNI
+    iso_standard_number: ISO 27729
+    defined_by: iso
+    registration_authority: isni-international
+    scope_type: GLOBAL
+    identifier_domain: NAME_AUTHORITY
+    first_published_year: 2012
+    current_version: "ISO 27729:2012"
+    has_url:
+      - https://isni.org/
+    lookup_url_template: "https://isni.org/isni/{id}"
+    has_description:
+      - |
+        ISNI (ISO 27729) is an identifier for the public identities of contributors 
+        to creative works. It identifies names, not just organizations. This means
+        an ISNI identifies BOTH the entity AND its authoritative name record.
+    formats:
+      - identified_by:
+          - isni-display
+        format_name: Display format with spaces
+        pattern: "^[0-9]{4} [0-9]{4} [0-9]{4} [0-9]{3}[0-9X]$"
+        example: "0000 0001 2146 5765"
+        is_canonical: false
+        is_uri_format: false
+        transformation_to_canonical: "Remove all spaces"
+      - identified_by:
+          - isni-compact
+        format_name: Compact format (canonical)
+        pattern: "^[0-9]{15}[0-9X]$"
+        example: "0000000121465765"
+        is_canonical: true
+        is_uri_format: false
+      - identified_by:
+          - isni-uri
+        format_name: ISNI URI format
+        pattern: "^https://isni\\.org/isni/[0-9]{15}[0-9X]$"
+        example: https://isni.org/isni/0000000121465765
+        is_canonical: false
+        is_uri_format: true
+        transformation_to_canonical: "Extract 16-digit code from URI path"
+    canonical_format: isni-compact
+
+  - identified_by:
+      - wikidata
+    has_name: Wikidata Entity Identifier
+    has_abbreviation: Q-ID
+    iso_standard_number: null
+    defined_by: wikimedia
+    registration_authority: wikimedia-foundation
+    scope_type: GLOBAL
+    identifier_domain: ORGANIZATION
+    first_published_year: 2012
+    current_version: null
+    has_url:
+      - https://www.wikidata.org/
+    lookup_url_template: "https://www.wikidata.org/wiki/{id}"
+    has_description:
+      - |
+        Wikidata Q-IDs are unique identifiers for entities in the Wikidata knowledge base.
+        They can identify any type of entity including organizations, people, places, and concepts.
+    formats:
+      - identified_by:
+          - wikidata-qid
+        format_name: Q-ID format
+        pattern: "^Q[0-9]+$"
+        example: Q190804
+        is_canonical: true
+        is_uri_format: false
+      - identified_by:
+          - wikidata-uri
+        format_name: Wikidata entity URI
+        pattern: "^https?://www\\.wikidata\\.org/(?:wiki|entity)/Q[0-9]+$"
+        example: https://www.wikidata.org/entity/Q190804
+        is_canonical: false
+        is_uri_format: true
+        transformation_to_canonical: "Extract Q-number from URI path"
+    canonical_format: wikidata-qid
+
+  - identified_by:
+      - viaf
+    has_name: Virtual International Authority File
+    has_abbreviation: VIAF
+    iso_standard_number: null
+    defined_by: oclc
+    registration_authority: oclc-viaf
+    scope_type: GLOBAL
+    identifier_domain: NAME_AUTHORITY
+    first_published_year: 2003
+    current_version: null
+    has_url:
+      - https://viaf.org/
+    lookup_url_template: "https://viaf.org/viaf/{id}"
+    has_description:
+      - |
+        VIAF is an international authority file that combines authority records from
+        national libraries and other contributors into clusters. Each cluster has a
+        VIAF ID that links to the contributing authority records.
+    formats:
+      - identified_by:
+          - viaf-numeric
+        format_name: Numeric VIAF ID
+        pattern: "^[0-9]+$"
+        example: "148691498"
+        is_canonical: true
+        is_uri_format: false
+      - identified_by:
+          - viaf-uri
+        format_name: VIAF URI format
+        pattern: "^https://viaf\\.org/viaf/[0-9]+$"
+        example: https://viaf.org/viaf/148691498
+        is_canonical: false
+        is_uri_format: true
+        transformation_to_canonical: "Extract numeric ID from URI path"
+    canonical_format: viaf-numeric
+
+# ==============================================================================
+# ALLOCATION AGENCIES
+# ==============================================================================
+
+allocation_agencies:
+  - identified_by:
+      - nl-kb-isil
+    has_name: Koninklijke Bibliotheek
+    name_local: Koninklijke Bibliotheek
+    has_abbreviation: KB
+    geographic_scope:
+      - alpha_2: NL
+        alpha_3: NLD
+    allocation_domain:
+      - LIBRARY_PUBLIC
+      - LIBRARY_NATIONAL
+    allocates_for:
+      - isil
+    allocation_prefix: "NL-"
+    parent_registration_authority: danish-culture-agency
+    is_active: true
+    has_url:
+      - https://www.kb.nl/
+    contact_email: isil@kb.nl
+    allocation_policy_url: https://www.kb.nl/isil
+    has_description:
+      - |
+        The Koninklijke Bibliotheek (Royal Library) is the national library of the
+        Netherlands and allocates ISIL codes for Dutch public and national libraries.
+
+  - identified_by:
+      - nl-oclc-isil
+    has_name: OCLC Netherlands
+    has_abbreviation: OCLC
+    geographic_scope:
+      - alpha_2: NL
+        alpha_3: NLD
+    allocation_domain:
+      - LIBRARY_ACADEMIC
+      - LIBRARY_RESEARCH
+    allocates_for:
+      - isil
+    allocation_prefix: "NL-"
+    parent_registration_authority: danish-culture-agency
+    is_active: true
+    has_url:
+      - https://www.oclc.org/nl/
+    has_description:
+      - |
+        OCLC allocates ISIL codes for Dutch academic and research libraries,
+        particularly those participating in the WorldShare platform.
+
+  - identified_by:
+      - nl-na-isil
+    has_name: Nationaal Archief
+    name_local: Nationaal Archief
+    has_abbreviation: NA
+    geographic_scope:
+      - alpha_2: NL
+        alpha_3: NLD
+    allocation_domain:
+      - ARCHIVE
+    allocates_for:
+      - isil
+    allocation_prefix: "NL-"
+    parent_registration_authority: danish-culture-agency
+    is_active: true
+    has_url:
+      - https://www.nationaalarchief.nl/
+    has_description:
+      - |
+        The Nationaal Archief allocates ISIL codes for Dutch archives,
+        coordinating with regional and municipal archives.
+
+  - identified_by:
+      - nl-kb-isni
+    has_name: Koninklijke Bibliotheek
+    has_abbreviation: KB
+    geographic_scope:
+      - alpha_2: NL
+        alpha_3: NLD
+    allocation_domain:
+      - ALL
+    allocates_for:
+      - isni
+    parent_registration_authority: isni-international
+    is_active: true
+    has_url:
+      - https://www.kb.nl/
+    has_description:
+      - |
+        The KB allocates ISNI codes for Dutch entities as the national 
+        ISNI allocation agency for the Netherlands.
+
+  - identified_by:
+      - de-dnb-isni
+    has_name: Deutsche Nationalbibliothek
+    has_abbreviation: DNB
+    geographic_scope:
+      - alpha_2: DE
+        alpha_3: DEU
+    allocation_domain:
+      - ALL
+    allocates_for:
+      - isni
+    parent_registration_authority: isni-international
+    is_active: true
+    has_url:
+      - https://www.dnb.de/
+    has_description:
+      - |
+        The Deutsche Nationalbibliothek allocates ISNI codes for German entities.
+
+  - identified_by:
+      - gb-bl-isil
+    has_name: British Library
+    has_abbreviation: BL
+    geographic_scope:
+      - alpha_2: GB
+        alpha_3: GBR
+    allocation_domain:
+      - ALL
+    allocates_for:
+      - isil
+    allocation_prefix: "GB-"
+    parent_registration_authority: danish-culture-agency
+    is_active: true
+    has_url:
+      - https://www.bl.uk/
+    has_description:
+      - |
+        The British Library is the national ISIL allocation agency for the
+        United Kingdom, handling all institution types.
+
+# ==============================================================================
+# CUSTODIAN IDENTIFIERS (Examples with full provenance)
+# ==============================================================================
+
+custodian_identifiers:
+  - identifier_scheme: ISIL
+    identifier_value: NL-AmRMA
+    canonical_value: NL-AmRMA
+    defined_by_standard: isil
+    allocated_by: nl-kb-isil
+    identifier_format_used: isil-full
+    allocation_date: "2005-03-15T00:00:00Z"
+
+  - identifier_scheme: ISNI
+    identifier_value: "0000 0001 2146 5765"
+    canonical_value: "0000000121465765"
+    defined_by_standard: isni
+    allocated_by: nl-kb-isni
+    identifier_format_used: isni-display
+    allocation_date: "2013-06-01T00:00:00Z"
+
+  - identifier_scheme: Wikidata
+    identifier_value: Q190804
+    canonical_value: Q190804
+    defined_by_standard: wikidata
+    identifier_format_used: wikidata-qid
+
+  - identifier_scheme: VIAF
+    identifier_value: "148691498"
+    canonical_value: "148691498"
+    defined_by_standard: viaf
+    identifier_format_used: viaf-numeric
+
+  - identifier_scheme: ISIL
+    identifier_value: NL-AmOBA
+    canonical_value: NL-AmOBA
+    defined_by_standard: isil
+    allocated_by: nl-kb-isil
+    identifier_format_used: isil-full
+    allocation_date: "2010-01-15T00:00:00Z"
+
+  - identifier_scheme: ISIL
+    identifier_value: NL-AmUvA
+    canonical_value: NL-AmUvA
+    defined_by_standard: isil
+    allocated_by: nl-oclc-isil
+    identifier_format_used: isil-full
+    allocation_date: "2008-09-01T00:00:00Z"
+
+  - identifier_scheme: ISIL
+    identifier_value: NL-AsdSAA
+    canonical_value: NL-AsdSAA
+    defined_by_standard: isil
+    allocated_by: nl-na-isil
+    identifier_format_used: isil-full
+    allocation_date: "2006-04-20T00:00:00Z"
diff --git a/frontend/public/schemas/20251121/linkml/examples/viaf_consortium_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/viaf_consortium_examples.yaml
index b411913169..b34b99e5ad 100644
--- a/frontend/public/schemas/20251121/linkml/examples/viaf_consortium_examples.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/viaf_consortium_examples.yaml
@@ -1,923 +1,11 @@
-# VIAF and OCLC - Correct Organizational Modeling
-# Demonstrates the proper relationship between:
-#   - OCLC (the organization)
-#   - VIAF (the service operated by OCLC)
-#   - VIAF Council (the governance body)
-#   - Contributing agencies (national libraries that provide data)
-#
-# KEY CORRECTION from previous version:
-#   ❌ WRONG: "VIAF Consortium" as a separate organizational body
-#   ✅ CORRECT: OCLC is the organization, VIAF is a service it operates
-#
-# This file shows:
-#   1. OCLC as StandardsOrganization (type: LIBRARY_COOPERATIVE)
-#   2. VIAF as Standard (type: CONSORTIUM_SERVICE, operated by OCLC)
-#   3. VIAF Council as StandardsOrganization (type: GOVERNANCE_COUNCIL)
-#   4. Contributing agencies as members of OCLC that contribute to VIAF
-#   5. WorldCat as another service operated by OCLC (to show multi-service pattern)
-#
-# Relationship Model (Corrected):
-#
-#   OCLC (StandardsOrganization, type: LIBRARY_COOPERATIVE)
-#       │
-#       ├── operates → VIAF (Standard, type: CONSORTIUM_SERVICE)
-#       │                  └── governed_by → VIAF Council
-#       │
-#       ├── operates → WorldCat (Standard, type: CONSORTIUM_SERVICE)
-#       │
-#       └── has_members → ContributingAgency[]
-#                              ├── LC (Library of Congress)
-#                              ├── DNB (Deutsche Nationalbibliothek)
-#                              ├── BnF (Bibliothèque nationale de France)
-#                              └── ... (37+ members)
-#
-#   ContributingAgency (e.g., KB/NTA)
-#       ├── member_of → OCLC (the organization, not "VIAF Consortium")
-#       ├── contributes_to → VIAF (the service)
-#       ├── governance_role → VOTING_MEMBER (in VIAF Council)
-#       └── also_allocation_agency → AllocationAgency (for ISIL codes)
-#
-# Compare with Wikimedia Foundation (see encompassing_bodies section below):
-#
-#   Wikimedia Foundation (EncompassingBody, type: SOCIAL_MOVEMENT)
-#       │
-#       ├── operates → Wikidata (CC0, fully open)
-#       ├── operates → Wikipedia (CC-BY-SA)
-#       ├── operates → Wikimedia Commons
-#       │
-#       └── has_affiliates → Wikimedia Chapters, User Groups
-#
-# OCLC vs Wikimedia - KEY DISTINCTION in data openness:
-#   - OCLC (Cooperative): MIXED_POLICY (WorldCat proprietary, VIAF open)
-#   - Wikimedia (SocialMovement): STRONG_OPEN_ADVOCATE (all content open)
-#
-# See encompassing_bodies section for full OCLC/Wikimedia comparison with
-# DataLicensePolicy modeling.
+# VIAF Consortium Examples
+# Instances of StandardsOrganization
 
-# ==============================================================================
-# OCLC - THE OPERATING ORGANIZATION
-# ==============================================================================
-# OCLC is the organization. VIAF is a service it operates.
-# This is the CORRECT model - VIAF Consortium doesn't exist as a separate org.
-
-standards_organizations:
-  - id: oclc
-    name: Online Computer Library Center
-    abbreviation: OCLC
-    organization_type: LIBRARY_COOPERATIVE
-    founded_year: 1967
-    headquarters_country: US
-    website: https://www.oclc.org/
-    description: |
-      OCLC is a global library cooperative that provides shared technology services,
-      original research, and community programs for its membership and the library
-      community at large.
-      
-      **Key Services Operated by OCLC:**
-      
-      1. **WorldCat**: World's largest bibliographic database
-         - 500M+ bibliographic records
-         - 17,000+ member libraries
-         
-      2. **VIAF (Virtual International Authority File)**: Authority file aggregation
-         - 37+ contributing agencies from 29 countries
-         - Clusters matching authority records
-         - Governed by VIAF Council
-         
-      3. **WorldShare**: Library management services
-         - ILL, cataloging, collection management
-      
-      **OCLC as an Organization (NOT "VIAF Consortium"):**
-      
-      OCLC is the ORGANIZATION. VIAF is a SERVICE. The "VIAF Consortium" terminology
-      is misleading - there is no separate organizational entity called "VIAF Consortium".
-      
-      What exists:
-      - OCLC (organization) operates VIAF (service)
-      - VIAF Council (governance body) advises on VIAF policy
-      - Contributing agencies (data providers) are members of OCLC that contribute to VIAF
-      
-      **Governance:**
-      
-      - OCLC Global Council: Elected representatives from member regions
-      - OCLC Board of Trustees: Strategic governance
-      - Service-specific councils: VIAF Council, WorldCat Advisory Committee
-      
-      **Legal Form:**
-      
-      - US 501(c)(3) nonprofit organization
-      - Cooperative membership model
-      
-      **Wikidata:** Q1142269
-
-  - id: viaf-council
-    name: VIAF Council
-    abbreviation: VIAF Council
-    organization_type: GOVERNANCE_COUNCIL
-    founded_year: 2003
-    headquarters_country: null  # Virtual governance body
-    website: https://viaf.org/
-    description: |
-      The VIAF Council is the governance body for the Virtual International Authority File
-      service operated by OCLC. It is NOT a separate organization from OCLC.
-      
-      **Nature of VIAF Council:**
-      
-      The VIAF Council is an ADVISORY BODY, not an independent organization:
-      - Representatives from each contributing agency
-      - Meets annually (historically at IFLA World Library Congress)
-      - Advises OCLC on VIAF development and policies
-      - No separate legal existence from OCLC
-      
-      **Responsibilities:**
-      
-      - Review new contributor applications
-      - Discuss technical and content issues
-      - Advise on matching algorithm improvements
-      - Recommend data quality standards
-      - Guide API and service changes
-      
-      **Relationship to OCLC:**
-      
-      VIAF Council operates WITHIN OCLC's governance structure:
-      - OCLC provides secretariat and technical support
-      - Council decisions are advisory to OCLC
-      - OCLC implements Council recommendations
-      
-      **Voting Structure:**
-      
-      - One vote per contributing agency
-      - Decisions by consensus or majority
-      - No veto power
-
-# ==============================================================================
-# VIAF - THE SERVICE (operated by OCLC)
-# ==============================================================================
-# VIAF is a Standard/Service, NOT an organization.
-# It is operated by OCLC, governed by VIAF Council.
-
-standards:
-  - id: viaf
-    name: Virtual International Authority File
-    abbreviation: VIAF
-    iso_standard_number: null  # NOT an ISO standard!
-    defined_by: oclc  # OCLC defines and operates VIAF
-    registration_authority: oclc-viaf  # OCLC as registry maintainer
-    scope_type: GLOBAL
-    identifier_domain: NAME_AUTHORITY
-    first_published_year: 2003
-    current_version: null  # Continuously updated service
-    website: https://viaf.org/
-    lookup_url_template: "https://viaf.org/viaf/{id}"
-    
-    # Key: VIAF is a CONSORTIUM_SERVICE, not an ISO_STANDARD
-    standard_type: CONSORTIUM_SERVICE
-    governance_model: COUNCIL  # Governed by VIAF Council
-    governance_council: viaf-council  # Reference to governance body
-    data_license: https://opendatacommons.org/licenses/by/1.0/  # ODC-BY
-    
-    # Contributing agencies provide authority data
-    contributing_agencies:
-      - lc      # Library of Congress
-      - dnb     # Deutsche Nationalbibliothek
-      - bnf     # Bibliothèque nationale de France
-      - nta     # National Library of the Netherlands
-      - bne     # Biblioteca Nacional de España
-      - iccu    # Istituto Centrale per il Catalogo Unico (Italy)
-      - ndl     # National Diet Library (Japan)
-      - nla     # National Library of Australia
-      - nli     # National Library of Israel
-      - swnl    # Swiss National Library
-      # ... 37+ total contributors
-    
-    description: |
-      VIAF is a service operated by OCLC that clusters matching authority records
-      from contributing national libraries into unified clusters with VIAF IDs.
-      
-      **VIAF is a SERVICE, not an organization:**
-      
-      - Operated by: OCLC
-      - Governed by: VIAF Council (advisory body within OCLC)
-      - Data from: 37+ contributing agencies
-      
-      **How VIAF Works:**
-      
-      1. **Data contribution**: National libraries provide authority records
-      2. **Matching algorithm**: OCLC clusters matching records
-      3. **VIAF ID assignment**: Each cluster gets a unique VIAF ID
-      4. **Cross-linking**: VIAF links back to all source records
-      
-      **Example - Rijksmuseum Amsterdam:**
-      
-      - VIAF ID: 148691498
-      - Linked source records:
-        - LC: n50043603
-        - GND: 1001041-3
-        - BnF: 11874710
-        - NTA: 073315346
-      
-      **License:** ODC-BY (Open Data Commons Attribution)
-    
-    formats:
-      - id: viaf-numeric
-        format_name: Numeric VIAF ID
-        pattern: "^[0-9]+$"
-        example: "148691498"
-        is_canonical: true
-        is_uri_format: false
-      - id: viaf-uri
-        format_name: VIAF URI format
-        pattern: "^https://viaf\\.org/viaf/[0-9]+$"
-        example: https://viaf.org/viaf/148691498
-        is_canonical: false
-        is_uri_format: true
-        transformation_to_canonical: "Extract numeric ID from URI path"
-      - id: viaf-source-record
-        format_name: Source record URI (contributor-specific)
-        pattern: "^https://viaf\\.org/viaf/sourceID/.+$"
-        example: "https://viaf.org/viaf/sourceID/LC%7Cn50043603"
-        is_canonical: false
-        is_uri_format: true
-        transformation_to_canonical: "Resolve to cluster VIAF ID"
-    canonical_format: viaf-numeric
-
-  # === WorldCat - another service operated by OCLC ===
-  - id: worldcat
-    name: WorldCat
-    abbreviation: WorldCat
-    iso_standard_number: null
-    defined_by: oclc
-    registration_authority: oclc-worldcat
-    scope_type: GLOBAL
-    identifier_domain: WORK
-    first_published_year: 1971
-    website: https://www.worldcat.org/
-    lookup_url_template: "https://www.worldcat.org/oclc/{id}"
-    standard_type: CONSORTIUM_SERVICE
-    governance_model: MEMBERSHIP_BOARD
-    description: |
-      WorldCat is the world's largest bibliographic database, operated by OCLC.
-      Contains 500M+ bibliographic records from 17,000+ member libraries.
-      
-      **OCLC Control Number (OCN):**
-      
-      WorldCat uses OCLC Control Numbers as identifiers for bibliographic records.
-      These are numeric identifiers assigned when records are created in WorldCat.
-      
-      **Relationship to VIAF:**
-      
-      Both WorldCat and VIAF are services operated by OCLC:
-      - WorldCat: Bibliographic records (books, journals, media)
-      - VIAF: Authority records (names of people, organizations)
-      
-      They interlink: VIAF authority records can be used in WorldCat bibliographic records.
-    formats:
-      - id: ocn
-        format_name: OCLC Control Number
-        pattern: "^[0-9]+$"
-        example: "70775700"
-        is_canonical: true
-        is_uri_format: false
-
-  # === Wikidata - for comparison with VIAF ===
-  - id: wikidata
-    name: Wikidata
-    abbreviation: Wikidata
-    iso_standard_number: null
-    defined_by: wikimedia-foundation
-    registration_authority: wikimedia-foundation
-    scope_type: GLOBAL
-    identifier_domain: ORGANIZATION  # Also PERSON, WORK, etc.
-    first_published_year: 2012
-    website: https://www.wikidata.org/
-    lookup_url_template: "https://www.wikidata.org/wiki/{id}"
-    
-    # Key difference from VIAF: PROPRIETARY_SYSTEM, not CONSORTIUM_SERVICE
-    standard_type: PROPRIETARY_SYSTEM
-    governance_model: SINGLE_AUTHORITY
-    data_license: https://creativecommons.org/publicdomain/zero/1.0/  # CC0
-    
-    description: |
-      Wikidata is a free, collaborative, multilingual knowledge base operated by
-      the Wikimedia Foundation. It provides Q-IDs as persistent identifiers.
-      
-      **Wikidata vs VIAF - Key Differences:**
-      
-      | Aspect | Wikidata | VIAF |
-      |--------|----------|------|
-      | Operator | Wikimedia Foundation | OCLC |
-      | Data model | Direct community editing | Authority record clustering |
-      | Contributors | Volunteer editors | National libraries |
-      | Governance | WMF Board + community | VIAF Council |
-      | Standard type | PROPRIETARY_SYSTEM | CONSORTIUM_SERVICE |
-      | ID format | Q + digits | Numeric only |
-      
-      **Wikidata Q-IDs for Heritage Institutions:**
-      
-      Examples:
-      - Q190804: Rijksmuseum Amsterdam
-      - Q731126: National Library of the Netherlands
-      - Q83325: Library of Congress
-      
-      Wikidata Q-IDs are widely used in heritage data as:
-      - Linking identifiers (to connect datasets)
-      - Reference identifiers (to cite authoritative data)
-      - Enrichment source (to retrieve metadata)
-    
-    formats:
-      - id: qid
-        format_name: Wikidata Q-ID
-        pattern: "^Q[0-9]+$"
-        example: "Q190804"
-        is_canonical: true
-        is_uri_format: false
-      - id: wikidata-uri
-        format_name: Wikidata entity URI
-        pattern: "^https?://www\\.wikidata\\.org/wiki/Q[0-9]+$"
-        example: "https://www.wikidata.org/wiki/Q190804"
-        is_canonical: false
-        is_uri_format: true
-    canonical_format: qid
-
-# ==============================================================================
-# CONTRIBUTING AGENCIES
-# ==============================================================================
-# Contributing agencies are MEMBERS OF OCLC that contribute data to VIAF.
-# They are NOT members of a "VIAF Consortium" (which doesn't exist).
-
-contributing_agencies:
-  - id: lc
-    viaf_contributor_code: LC
-    name: Library of Congress
-    name_local: Library of Congress
-    abbreviation: LOC
-    country:
-      alpha_2: US
-      alpha_3: USA
-    authority_file_name: Library of Congress Name Authority File
-    authority_file_abbreviation: LCNAF
-    authority_file_url: https://id.loc.gov/authorities/names.html
-    record_format: MARC21_AUTHORITY
-    entity_types_covered:
-      - PERSON
-      - CORPORATE_BODY
-      - GEOGRAPHIC
-      - WORK
-    contributes_to:
-      - viaf
-    viaf_join_date: "2003-01-01"
-    is_active: true
-    governance_representative: true
-    website: https://www.loc.gov/
-    description: |
-      The Library of Congress provides the LCNAF (Library of Congress Name Authority File)
-      to VIAF. As a founding contributor, LC has been part of VIAF since its inception in 2003.
-    also_allocation_agency: us-loc-isil
-    
-    # CORRECTED: member_of links to OCLC (the organization), not "VIAF Consortium"
-    member_of: oclc
-    viaf_governance_role: FOUNDING_MEMBER
-
-  - id: dnb
-    viaf_contributor_code: DNB
-    name: German National Library
-    name_local: Deutsche Nationalbibliothek
-    abbreviation: DNB
-    country:
-      alpha_2: DE
-      alpha_3: DEU
-    authority_file_name: Gemeinsame Normdatei
-    authority_file_abbreviation: GND
-    authority_file_url: https://d-nb.info/gnd/
-    record_format: MARC21_AUTHORITY
-    entity_types_covered:
-      - PERSON
-      - CORPORATE_BODY
-      - GEOGRAPHIC
-      - SUBJECT
-      - WORK
-    contributes_to:
-      - viaf
-    viaf_join_date: "2003-01-01"
-    is_active: true
-    governance_representative: true
-    website: https://www.dnb.de/
-    description: |
-      The Deutsche Nationalbibliothek contributes the GND (Gemeinsame Normdatei /
-      Integrated Authority File) to VIAF. GND is a comprehensive authority file
-      shared by German-speaking countries (Germany, Austria, Switzerland).
-    also_allocation_agency: de-dnb-isil
-    
-    member_of: oclc
-    viaf_governance_role: FOUNDING_MEMBER
-
-  - id: bnf
-    viaf_contributor_code: BnF
-    name: National Library of France
-    name_local: Bibliothèque nationale de France
-    abbreviation: BnF
-    country:
-      alpha_2: FR
-      alpha_3: FRA
-    authority_file_name: Fichier d'autorité intégré
-    authority_file_abbreviation: IdRef
-    authority_file_url: https://data.bnf.fr/
-    record_format: UNIMARC_AUTHORITY
-    entity_types_covered:
-      - PERSON
-      - CORPORATE_BODY
-      - GEOGRAPHIC
-      - WORK
-    contributes_to:
-      - viaf
-    viaf_join_date: "2003-01-01"
-    is_active: true
-    governance_representative: true
-    website: https://www.bnf.fr/
-    description: |
-      The Bibliothèque nationale de France contributes authority data from data.bnf.fr
-      to VIAF. BnF uses UNIMARC format and provides rich linked data at data.bnf.fr.
-    also_allocation_agency: fr-bnf-isil
-    
-    member_of: oclc
-    viaf_governance_role: FOUNDING_MEMBER
-
-  - id: nta
-    viaf_contributor_code: NTA
-    name: National Library of the Netherlands
-    name_local: Koninklijke Bibliotheek
-    abbreviation: KB
-    country:
-      alpha_2: NL
-      alpha_3: NLD
-    authority_file_name: Nederlandse Thesaurus van Auteursnamen
-    authority_file_abbreviation: NTA
-    authority_file_url: http://data.bibliotheken.nl/
-    record_format: MARC21_AUTHORITY
-    entity_types_covered:
-      - PERSON
-      - CORPORATE_BODY
-    contributes_to:
-      - viaf
-    viaf_join_date: "2006-01-01"
-    is_active: true
-    governance_representative: true
-    website: https://www.kb.nl/
-    description: |
-      The Koninklijke Bibliotheek (KB) contributes the NTA (Nederlandse Thesaurus
-      van Auteursnamen / Dutch Thesaurus of Author Names) to VIAF. The KB also
-      allocates ISIL codes for Dutch public libraries.
-    also_allocation_agency: nl-kb-isil
-    
-    member_of: oclc
-    viaf_governance_role: VOTING_MEMBER  # Joined 2006, not a founding member
-
-  - id: bne
-    viaf_contributor_code: BNE
-    name: National Library of Spain
-    name_local: Biblioteca Nacional de España
-    abbreviation: BNE
-    country:
-      alpha_2: ES
-      alpha_3: ESP
-    authority_file_name: Fichero de Autoridades Virtual de la BNE
-    authority_file_abbreviation: BNE
-    authority_file_url: http://datos.bne.es/
-    record_format: MARC21_AUTHORITY
-    entity_types_covered:
-      - PERSON
-      - CORPORATE_BODY
-    contributes_to:
-      - viaf
-    is_active: true
-    governance_representative: true
-    website: http://www.bne.es/
-    description: |
-      The Biblioteca Nacional de España contributes its authority file to VIAF,
-      available as linked data at datos.bne.es.
-    also_allocation_agency: es-bne-isil
-    
-    member_of: oclc
-    viaf_governance_role: VOTING_MEMBER
-
-  - id: iccu
-    viaf_contributor_code: ICCU
-    name: Central Institute for the Union Catalogue
-    name_local: Istituto Centrale per il Catalogo Unico
-    abbreviation: ICCU
-    country:
-      alpha_2: IT
-      alpha_3: ITA
-    authority_file_name: SBN (Servizio Bibliotecario Nazionale) Authority File
-    authority_file_abbreviation: SBN
-    authority_file_url: https://opac.sbn.it/
-    record_format: UNIMARC_AUTHORITY
-    entity_types_covered:
-      - PERSON
-      - CORPORATE_BODY
-    contributes_to:
-      - viaf
-    is_active: true
-    governance_representative: true
-    website: https://www.iccu.sbn.it/
-    description: |
-      ICCU contributes the SBN (Servizio Bibliotecario Nazionale) authority file
-      from Italy's national library network to VIAF.
-    also_allocation_agency: it-iccu-isil
-    
-    member_of: oclc
-    viaf_governance_role: VOTING_MEMBER
-
-  - id: ndl
-    viaf_contributor_code: NDL
-    name: National Diet Library
-    name_local: 国立国会図書館
-    abbreviation: NDL
-    country:
-      alpha_2: JP
-      alpha_3: JPN
-    authority_file_name: National Diet Library Name Authority File
-    authority_file_abbreviation: NDL
-    authority_file_url: https://id.ndl.go.jp/
-    record_format: MARC21_AUTHORITY
-    entity_types_covered:
-      - PERSON
-      - CORPORATE_BODY
-    contributes_to:
-      - viaf
-    is_active: true
-    governance_representative: true
-    website: https://www.ndl.go.jp/
-    description: |
-      The National Diet Library of Japan contributes authority data to VIAF,
-      including Japanese personal and corporate names.
-    also_allocation_agency: jp-ndl-isil
-    
-    member_of: oclc
-    viaf_governance_role: VOTING_MEMBER
-
-# ==============================================================================
-# EXAMPLE: RIJKSMUSEUM IN VIAF
-# ==============================================================================
-
-viaf_cluster_example:
-  viaf_id: "148691498"
-  viaf_uri: https://viaf.org/viaf/148691498
-  cluster_type: CORPORATE_BODY
-  preferred_name: Rijksmuseum Amsterdam
-  
-  source_records:
-    - contributor: lc
-      source_id: n50043603
-      source_uri: https://id.loc.gov/authorities/names/n50043603.html
-      preferred_form: "Rijksmuseum (Netherlands)"
-      
-    - contributor: dnb
-      source_id: "1001041-3"
-      source_uri: https://d-nb.info/gnd/1001041-3
-      preferred_form: "Rijksmuseum <Amsterdam>"
-      
-    - contributor: bnf
-      source_id: "11874710"
-      source_uri: https://data.bnf.fr/ark:/12148/cb118747102
-      preferred_form: "Rijksmuseum. Amsterdam"
-      
-    - contributor: nta
-      source_id: "073315346"
-      source_uri: http://data.bibliotheken.nl/id/thes/p073315346
-      preferred_form: "Rijksmuseum Amsterdam"
-      
-    - contributor: iccu
-      source_id: "ITICCUUBOV11012"
-      preferred_form: "Rijksmuseum"
-  
-  related_identifiers:
-    - scheme: ISNI
-      value: "0000000121465765"
-      uri: https://isni.org/isni/0000000121465765
-    
-    - scheme: Wikidata
-      value: Q190804
-      uri: https://www.wikidata.org/wiki/Q190804
-    
-    - scheme: ULAN
-      value: "500241732"
-      uri: https://www.getty.edu/vow/ULANFullDisplay?find=&role=&nation=&subjectid=500241732
-    
-    - scheme: ISIL
-      value: NL-AmRMA
-      uri: https://ld.zdb-services.de/resource/organisations/NL-AmRMA
-
-# ==============================================================================
-# KEY DIFFERENCES: OCLC/VIAF vs WIKIMEDIA/WIKIDATA
-# ==============================================================================
-
-organization_comparison:
-  oclc_model:
-    organization: OCLC
-    organization_type: LIBRARY_COOPERATIVE
-    services_operated:
-      - name: VIAF
-        service_type: CONSORTIUM_SERVICE
-        data_model: "Authority record clustering from contributing agencies"
-        governance: "VIAF Council (advisory body within OCLC)"
-      - name: WorldCat
-        service_type: CONSORTIUM_SERVICE
-        data_model: "Bibliographic records from member libraries"
-        governance: "OCLC Global Council"
-    membership_model: >-
-      Libraries become OCLC members and can contribute to one or more services.
-      Contributing agencies provide authority data to VIAF.
-      VIAF Council representatives come from contributing agencies.
-    identifier_creation: >-
-      VIAF IDs are algorithmically generated when authority records are clustered.
-      Not manually assigned - matching algorithm creates clusters.
-    
-  wikimedia_model:
-    organization: Wikimedia Foundation
-    organization_type: SOCIAL_MOVEMENT  # See encompassing_bodies section for full model
-    services_operated:
-      - name: Wikidata
-        service_type: PROPRIETARY_SYSTEM
-        data_model: "Community-edited structured data"
-        governance: "WMF Board + Wikidata community"
-      - name: Wikipedia
-        service_type: PROPRIETARY_SYSTEM
-        data_model: "Community-edited encyclopedia articles"
-        governance: "WMF Board + Wikipedia communities"
-    affiliate_model: >-
-      WMF has 150+ affiliates (chapters, thematic orgs, user groups).
-      Affiliates support local communities but don't contribute data centrally.
-      Different from OCLC's contributing agency model.
-    identifier_creation: >-
-      Q-IDs are automatically assigned when items are created.
-      Anyone can create items (with certain restrictions).
-      No clustering algorithm - direct editing model.
-  
-  key_differences:
-    - aspect: "Data contribution model"
-      oclc_viaf: "National libraries contribute authority records"
-      wikimedia_wikidata: "Volunteers edit directly"
-      
-    - aspect: "Identifier generation"
-      oclc_viaf: "Algorithmic clustering creates VIAF IDs"
-      wikimedia_wikidata: "Sequential Q-IDs on item creation"
-      
-    - aspect: "Governance"
-      oclc_viaf: "Service-specific councils (VIAF Council)"
-      wikimedia_wikidata: "Board + community consensus"
-      
-    - aspect: "Data authority"
-      oclc_viaf: "National libraries are authoritative sources"
-      wikimedia_wikidata: "Community editing with references"
-      
-    - aspect: "Standard type"
-      oclc_viaf: "CONSORTIUM_SERVICE"
-      wikimedia_wikidata: "PROPRIETARY_SYSTEM"
-
-# ==============================================================================
-# ENCOMPASSING BODY EXAMPLES: COOPERATIVE vs SOCIAL_MOVEMENT
-# ==============================================================================
-# These examples show OCLC and Wikimedia Foundation as EncompassingBody instances
-# using the new Cooperative and SocialMovement subclasses.
-
-encompassing_bodies:
-  
-  # === OCLC as Cooperative (member-owned, mixed data policy) ===
-  - id: "https://nde.nl/ontology/hc/encompassing-body/cooperative/oclc"
-    organization_name: "OCLC"
-    organization_type: COOPERATIVE
-    legal_form: "Non-profit library cooperative (US 501(c)(3))"
-    founding_date: "1967-07-05"
-    description: |
-      OCLC is a global library cooperative providing shared technology services,
-      research, and programs. Member libraries cooperatively maintain WorldCat
-      and contribute to VIAF. OCLC exemplifies the COOPERATIVE model: members
-      OWN the organization and both contribute data AND receive services.
-      
-      **Key distinction from Wikimedia:** OCLC has a MIXED data policy:
-      - WorldCat: Proprietary (subscription-based)
-      - VIAF: Open (ODC-BY)
-      
-      This reflects the cooperative business model where some services generate
-      revenue to sustain the organization.
-    service_offerings:
-      - "WorldCat (shared cataloging database - subscription)"
-      - "VIAF (authority file aggregation - open)"
-      - "WorldShare Management Services"
-      - "Interlibrary loan services"
-    membership_criteria: >-
-      Open to libraries and cultural heritage organizations worldwide.
-      Membership includes governance rights (voting in Global Council),
-      access to member pricing for services, and participation in
-      cooperative programs. Members pay annual fees based on usage.
-    governance_authority: >-
-      Governed by Global Council of elected library representatives.
-      Board of Trustees provides strategic oversight. Regional councils
-      for Americas, EMEA, and Asia Pacific. One member, one vote principle.
-    data_license_policy:
-      id: "https://nde.nl/ontology/hc/policy/oclc"
-      policy_name: "OCLC Data Usage Policy"
-      openness_stance: MIXED_POLICY
-      default_license:
-        id: proprietary-worldcat
-        name: "OCLC WorldCat Terms of Use"
-        license_type: PROPRIETARY
-        openness_level: CLOSED_SUBSCRIPTION
-        license_url: "https://www.oclc.org/en/worldcat/community/terms.html"
-        allows_commercial_use: false
-        requires_attribution: true
-        requires_sharealike: false
-        allows_derivatives: false
-      service_specific_licenses:
-        - service_name: "VIAF"
-          service_url: "https://viaf.org/"
-          license:
-            id: odc-by-1.0
-            name: "Open Data Commons Attribution License 1.0"
-            abbreviation: "ODC-BY"
-            license_type: OPEN_DATA_COMMONS
-            openness_level: OPEN_WITH_ATTRIBUTION
-            license_url: "https://opendatacommons.org/licenses/by/1-0/"
-            allows_commercial_use: true
-            requires_attribution: true
-            requires_sharealike: false
-            allows_derivatives: true
-          license_notes: "VIAF data freely available with attribution to OCLC/VIAF"
-        - service_name: "WorldCat Identities"
-          license:
-            id: odc-by-1.0
-          license_notes: "Linked data from WorldCat Identities is open"
-    identifiers:
-      - "http://www.wikidata.org/entity/Q190593"
-      - "https://viaf.org/viaf/125315828"
-    website: "https://www.oclc.org/"
-  
-  # === Wikimedia Foundation as SocialMovement (open participation, fully open data) ===
-  - id: "https://nde.nl/ontology/hc/encompassing-body/social-movement/wikimedia"
-    organization_name: "Wikimedia Foundation / Movement"
-    organization_type: SOCIAL_MOVEMENT
-    legal_form: "501(c)(3) non-profit foundation supporting broader movement"
-    founding_date: "2003-06-20"
-    description: |
-      The Wikimedia movement is a global community of volunteers and
-      organizations dedicated to free knowledge. The Foundation provides
-      infrastructure but does not control content. Unlike OCLC's cooperative
-      model, Wikimedia is a SOCIAL MOVEMENT: value-driven, open participation,
-      and openness as an ideological commitment rather than business strategy.
-      
-      **Key distinction from OCLC:** Wikimedia has FULLY OPEN data policy:
-      - Wikidata: CC0 (public domain)
-      - Wikipedia: CC-BY-SA (copyleft)
-      
-      Openness is not a business choice but a core philosophical value.
-      "Information wants to be free" is foundational.
-    service_offerings:
-      - "Wikipedia (free encyclopedia, 60M+ articles, CC-BY-SA)"
-      - "Wikidata (open knowledge base, 100M+ items, CC0)"
-      - "Wikimedia Commons (free media repository)"
-      - "MediaWiki (open source wiki software)"
-    membership_criteria: >-
-      Open participation - anyone can edit Wikipedia, contribute to Wikidata,
-      or upload to Wikimedia Commons. No membership fee or application.
-      The movement includes formal affiliates (chapters, user groups).
-    governance_authority: >-
-      Projects governed by community consensus through volunteer administrators.
-      The Wikimedia Foundation Board provides strategic oversight but does not
-      control content. Movement governance through affiliates and community bodies.
-    data_license_policy:
-      id: "https://nde.nl/ontology/hc/policy/wikimedia"
-      policy_name: "Wikimedia Foundation Open Content Policy"
-      openness_stance: STRONG_OPEN_ADVOCATE
-      default_license:
-        id: cc0-1.0
-        name: "Creative Commons Zero 1.0 Universal"
-        abbreviation: "CC0"
-        license_type: PUBLIC_DOMAIN
-        openness_level: FULLY_OPEN
-        license_url: "https://creativecommons.org/publicdomain/zero/1.0/legalcode"
-        deed_url: "https://creativecommons.org/publicdomain/zero/1.0/"
-        allows_commercial_use: true
-        requires_attribution: false
-        requires_sharealike: false
-        allows_derivatives: true
-        steward_organization: "Creative Commons"
-        spdx_identifier: "CC0-1.0"
-      service_specific_licenses:
-        - service_name: "Wikidata"
-          service_url: "https://www.wikidata.org/"
-          license:
-            id: cc0-1.0
-          license_notes: "All structured data is public domain"
-        - service_name: "Wikipedia"
-          service_url: "https://www.wikipedia.org/"
-          license:
-            id: cc-by-sa-4.0
-            name: "Creative Commons Attribution-ShareAlike 4.0 International"
-            abbreviation: "CC-BY-SA"
-            license_type: CREATIVE_COMMONS
-            openness_level: OPEN_SHAREALIKE
-            license_url: "https://creativecommons.org/licenses/by-sa/4.0/legalcode"
-            allows_commercial_use: true
-            requires_attribution: true
-            requires_sharealike: true
-            allows_derivatives: true
-          license_notes: "Text content is copyleft - derivatives must share alike"
-        - service_name: "Wikimedia Commons"
-          service_url: "https://commons.wikimedia.org/"
-          license_notes: "Varies by upload - must be free license (CC-BY, CC-BY-SA, CC0, or public domain)"
-      open_data_principles:
-        - "Free knowledge for everyone"
-        - "Open participation"
-        - "Neutral point of view"
-        - "FAIR data principles"
-      advocacy_activities:
-        - "Open Access advocacy"
-        - "GLAM-Wiki partnerships with museums, libraries, archives"
-        - "Open data advocacy in policy forums"
-        - "Training librarians and cultural heritage professionals"
-        - "Creative Commons affiliate network membership"
-    identifiers:
-      - "http://www.wikidata.org/entity/Q180"
-      - "https://viaf.org/viaf/305375908"
-    website: "https://www.wikimedia.org/"
-
-# ==============================================================================
-# COMPARISON: COOPERATIVE vs SOCIAL_MOVEMENT
-# ==============================================================================
-
-encompassing_body_comparison:
-  
-  cooperative_characteristics:
-    model: "COOPERATIVE (OCLC example)"
-    ownership: "Member-owned - libraries hold shares/voting rights"
-    governance: "Democratic - one member, one vote (proportional)"
-    participation: "Membership-based - requires fee and agreement"
-    data_policy: "MIXED_POLICY - some open, some proprietary"
-    business_model: "Revenue from subscriptions sustains organization"
-    permanence: "Permanent legal structure (incorporated)"
-    examples:
-      - "OCLC (library cooperative)"
-      - "RERO (Swiss library network)"
-      - "HathiTrust (academic library partnership)"
-  
-  social_movement_characteristics:
-    model: "SOCIAL_MOVEMENT (Wikimedia example)"
-    ownership: "No ownership - Foundation supports but doesn't own content"
-    governance: "Community consensus - volunteer administrators"
-    participation: "Open - anyone can contribute (no membership)"
-    data_policy: "STRONG_OPEN_ADVOCATE - openness as core value"
-    business_model: "Donations fund infrastructure (not data sales)"
-    permanence: "Movement is broader than any legal entity"
-    examples:
-      - "Wikimedia Foundation / Movement"
-      - "Creative Commons"
-      - "Open Knowledge Foundation"
-      - "Mozilla Foundation / Movement"
-      - "Internet Archive"
-
-# ==============================================================================
-# NOTES ON CORRECT MODELING
-# ==============================================================================
-
-# This example demonstrates:
-#
-# 1. **OCLC is the organization, VIAF is a service**
-#    - ❌ WRONG: "VIAF Consortium" as separate org body
-#    - ✅ CORRECT: OCLC operates VIAF, VIAF Council advises
-#
-# 2. **Contributing agencies are OCLC members**
-#    - They are members of OCLC (the organization)
-#    - They contribute to VIAF (the service)
-#    - They have governance role via VIAF Council
-#
-# 3. **StandardsOrganization types**
-#    - LIBRARY_COOPERATIVE: OCLC (operating organization)
-#    - GOVERNANCE_COUNCIL: VIAF Council (advisory body)
-#    - (Wikimedia modeled as EncompassingBody/SocialMovement, not StandardsOrganization)
-#
-# 4. **Standard types**
-#    - CONSORTIUM_SERVICE: VIAF, WorldCat (collaborative aggregation)
-#    - PROPRIETARY_SYSTEM: Wikidata (single authority control)
-#
-# 5. **Relationship chain**
-#    ContributingAgency → member_of → OCLC (organization)
-#    ContributingAgency → contributes_to → VIAF (service)
-#    ContributingAgency → viaf_governance_role → VOTING_MEMBER (council role)
-#
-# 6. **Multi-service organizations**
-#    OCLC operates multiple services: VIAF, WorldCat, WorldShare
-#    WMF operates multiple services: Wikipedia, Wikidata, Commons
-#    Each service can have its own governance structure
-#
-# 7. **EncompassingBody types (5 total)**
-#    - UMBRELLA: Legal parent organizations (ministry → archive)
-#    - NETWORK: Service provider networks (Digital Heritage Network)
-#    - CONSORTIUM: Peer-to-peer mutual assistance (library consortia for ILL)
-#    - COOPERATIVE: Member-owned organizations (OCLC) - MIXED data policy
-#    - SOCIAL_MOVEMENT: Value-driven movements (Wikimedia) - FULLY OPEN policy
-#
-# 8. **Data License Policy distinction**
-#    - COOPERATIVE (OCLC): MIXED_POLICY - some services open, some proprietary
-#    - SOCIAL_MOVEMENT (Wikimedia): STRONG_OPEN_ADVOCATE - all content open
-#    - This captures fundamental difference in organizational philosophy
+- has_name: Online Computer Library Center
+  has_type:
+  - CONSORTIUM
+  founded_through: '1967'
+- has_name: Library of Congress
+  has_type:
+  - NATIONAL_LIBRARY
+  founded_through: '1800'
diff --git a/frontend/public/schemas/20251121/linkml/examples/video_content_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/video_content_examples.yaml
index d0889a0efb..3b490afe93 100644
--- a/frontend/public/schemas/20251121/linkml/examples/video_content_examples.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/video_content_examples.yaml
@@ -1,904 +1,11 @@
 # Video Content Examples
-# Instance data demonstrating video schema classes for heritage institutions
-# Covers: VideoPost, VideoComment, VideoTranscript, VideoSubtitle, VideoAnnotation types
-#
-# Part of Heritage Custodian Ontology v0.9.10
-#
-# HERITAGE INSTITUTION VIDEO USE CASES:
-# - Virtual museum tours
-# - Conservation documentation
-# - Curator interviews
-# - Collection spotlights
-# - Educational content
-# - Live event recordings
+# Instances of Custodian (social media context)
 
-# ============================================================================
-# EXAMPLE 1: Museum Virtual Tour Video
-# Complete VideoPost with transcript, subtitles, and scene annotations
-# ============================================================================
-
-video_posts:
-  
-  - post_id: "https://nde.nl/ontology/hc/video/nl/rijksmuseum-gallery-honour"
-    platform_type: YOUTUBE
-    platform_id: "UCo2sQFl0mV4K2v6D4d8Z9bQ"
-    platform_post_id: "dQw4w9WgXcQ"
-    post_url: "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
-    post_title: "The Gallery of Honour - Rijksmuseum Virtual Tour"
-    post_description: |
-      Take a virtual walk through the famous Gallery of Honour at the Rijksmuseum
-      in Amsterdam. This corridor displays masterpieces of Dutch Golden Age painting,
-      culminating in Rembrandt's Night Watch. Our curator guides you through the
-      history and significance of these iconic works.
-    
-    # Video technical properties
-    duration: "PT15M42S"
-    definition: hd
-    aspect_ratio: "16:9"
-    frame_rate: 30.0
-    
-    # Caption and language
-    caption_available: true
-    default_language: "nl"
-    default_audio_language: "nl"
-    available_caption_languages:
-      - "nl"
-      - "en"
-      - "de"
-      - "fr"
-      - "zh"
-    
-    # Engagement metrics (observational)
-    view_count: 125847
-    like_count: 3421
-    dislike_count: 42
-    comment_count: 287
-    favorite_count: 892
-    metrics_observed_at: "2025-12-15T10:30:00Z"
-    
-    # Platform-specific
-    video_category_id: "27"  # Education
-    live_broadcast_content: none
-    is_licensed_content: false
-    is_embeddable: true
-    is_made_for_kids: false
-    
-    # Publishing info (inherited from SocialMediaPost)
-    published_at: "2023-03-15T14:00:00Z"
-    last_updated_at: "2023-03-15T14:00:00Z"
-    
-    # Comments
-    comments_fetched: 50
-    video_comments:
-      - comment_id: "Ugw3x9K2mL8f7nPqR1"
-        comment_author: "ArtHistoryFan"
-        comment_author_channel_id: "UC7f8n2p3m4x5L6qR7sT8vW"
-        comment_text: "This virtual tour is amazing! I visited last year and seeing it again brings back wonderful memories. The Night Watch looks even more spectacular in 4K."
-        comment_published_at: "2023-03-16T09:22:15Z"
-        comment_like_count: 45
-        comment_reply_count: 3
-        comment_replies:
-          - comment_id: "Ugw3x9K2mL8f7nPqR1.8nRq"
-            comment_author: "Rijksmuseum"
-            comment_author_channel_id: "UCo2sQFl0mV4K2v6D4d8Z9bQ"
-            comment_text: "Thank you for visiting and for your kind words! We hope to see you again soon."
-            comment_published_at: "2023-03-16T11:45:30Z"
-            comment_like_count: 12
-            comment_reply_count: 0
-      
-      - comment_id: "Ugw5y7T4nM9g8oPsS2"
-        comment_author: "DutchHeritageExplorer"
-        comment_author_channel_id: "UC9g0n3p4m5x6L7qR8sT9vX"
-        comment_text: "Great explanation of the Vermeer paintings! Would love to see more content about the restoration process."
-        comment_published_at: "2023-03-17T16:33:45Z"
-        comment_like_count: 28
-        comment_reply_count: 1
-
-# ============================================================================
-# EXAMPLE 2: Video Transcript (Full Text)
-# ============================================================================
-
-video_transcripts:
-  
-  - content_id: "https://nde.nl/ontology/hc/transcript/nl/rijksmuseum-gallery-honour-full"
-    source_video_url: "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
-    content_language: "nl"
-    
-    full_transcript: |
-      Welkom in de Eregalerij van het Rijksmuseum. Deze iconische gang is het hart
-      van het museum en herbergt de grootste meesterwerken uit de Gouden Eeuw.
-      
-      We beginnen onze wandeling bij de ingang, waar we direct worden begroet door
-      Frans Hals' portret van Isaac Massa en Beatrix van der Laen. Dit schilderij
-      uit 1622 toont de levendige penseelstreek waarmee Hals bekend staat.
-      
-      Verderop zien we werken van Jan Steen, bekend om zijn humoristische taferelen
-      van het dagelijks leven. Zijn schilderij "De vrolijke huishouding" illustreert
-      het Nederlandse spreekwoord "een huishouden van Jan Steen."
-      
-      Aan het einde van de galerie staat het beroemdste schilderij van Nederland:
-      De Nachtwacht van Rembrandt. Dit monumentale werk uit 1642 toont de
-      schutterij van kapitein Frans Banninck Cocq in actie.
-    
-    word_count: 142
-    generation_method: AUTOMATIC
-    generation_model: "whisper-large-v3"
-    generation_confidence: 0.94
-    manual_corrections: true
-    
-    # Provenance
-    generated_by: "OpenAI Whisper"
-    generation_timestamp: "2025-12-01T08:15:00Z"
-    reviewed_by: "Rijksmuseum Digital Team"
-    review_timestamp: "2025-12-02T14:30:00Z"
-    
-    transcript_format: PLAIN_TEXT
-
-# ============================================================================
-# EXAMPLE 3: Video Subtitles (Time-Coded)
-# ============================================================================
-
-video_subtitles:
-  
-  - content_id: "https://nde.nl/ontology/hc/subtitle/nl/rijksmuseum-gallery-honour-en"
-    source_video_url: "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
-    content_language: "en"
-    
-    subtitle_format: VTT
-    total_cues: 45
-    
-    subtitle_entries:
-      - sequence_number: 1
-        start_time: "00:00:00.000"
-        end_time: "00:00:04.500"
-        text: "Welcome to the Gallery of Honour at the Rijksmuseum."
-        speaker_label: "Curator"
-      
-      - sequence_number: 2
-        start_time: "00:00:04.500"
-        end_time: "00:00:09.200"
-        text: "This iconic corridor is the heart of the museum"
-        speaker_label: "Curator"
-      
-      - sequence_number: 3
-        start_time: "00:00:09.200"
-        end_time: "00:00:14.800"
-        text: "and houses the greatest masterpieces from the Golden Age."
-        speaker_label: "Curator"
-      
-      - sequence_number: 4
-        start_time: "00:00:14.800"
-        end_time: "00:00:20.500"
-        text: "We begin our walk at the entrance, where we are immediately greeted"
-        speaker_label: "Curator"
-      
-      - sequence_number: 5
-        start_time: "00:00:20.500"
-        end_time: "00:00:27.000"
-        text: "by Frans Hals' portrait of Isaac Massa and Beatrix van der Laen."
-        speaker_label: "Curator"
-    
-    is_closed_captions: false
-    is_sdh: false
-    
-    generation_method: HUMAN
-    reviewed_by: "Rijksmuseum Translation Team"
-    review_timestamp: "2023-03-10T16:00:00Z"
-
-# ============================================================================
-# EXAMPLE 4: Scene Annotations (Computer Vision)
-# ============================================================================
-
-video_scene_annotations:
-  
-  - annotation_id: "https://nde.nl/ontology/hc/annotation/scene/rijksmuseum-01"
-    source_video_url: "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
-    annotation_type: SCENE
-    annotation_motivation: DESCRIBING
-    
-    time_segment:
-      segment_id: "scene-01"
-      start_time: "00:00:00.000"
-      end_time: "00:00:45.000"
-      duration_seconds: 45.0
-    
-    scene_type: ESTABLISHING
-    scene_label: "Gallery Entrance Introduction"
-    scene_description: |
-      Wide shot of the Gallery of Honour entrance. Camera slowly pans 
-      from left to right, revealing the long corridor with paintings
-      on both walls. Natural light streams in from skylights above.
-    
-    detected_elements:
-      - "architectural interior"
-      - "museum gallery"
-      - "natural lighting"
-      - "oil paintings"
-      - "parquet flooring"
-    
-    dominant_colors:
-      - "#8B7355"  # Brown/wood tones
-      - "#F5F5DC"  # Cream walls
-      - "#DAA520"  # Golden frames
-    
-    confidence_score: 0.92
-    detection_model: "google-video-intelligence-v1"
-    detection_timestamp: "2025-12-01T09:00:00Z"
-  
-  - annotation_id: "https://nde.nl/ontology/hc/annotation/scene/rijksmuseum-02"
-    source_video_url: "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
-    annotation_type: SCENE
-    annotation_motivation: DESCRIBING
-    
-    time_segment:
-      segment_id: "scene-02"
-      start_time: "00:00:45.000"
-      end_time: "00:02:30.000"
-      duration_seconds: 105.0
-    
-    scene_type: CLOSE_UP
-    scene_label: "Frans Hals Portrait Detail"
-    scene_description: |
-      Close-up shots of Frans Hals' portrait painting showing
-      brushwork detail and color palette. Camera moves slowly
-      across canvas surface highlighting texture.
-    
-    detected_elements:
-      - "oil painting"
-      - "portrait"
-      - "17th century costume"
-      - "lace collar"
-      - "dark background"
-    
-    confidence_score: 0.88
-    detection_model: "google-video-intelligence-v1"
-    detection_timestamp: "2025-12-01T09:00:00Z"
-
-# ============================================================================
-# EXAMPLE 5: Object Annotations (Artwork Detection)
-# ============================================================================
-
-video_object_annotations:
-  
-  - annotation_id: "https://nde.nl/ontology/hc/annotation/object/rijksmuseum-night-watch"
-    source_video_url: "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
-    annotation_type: OBJECT
-    annotation_motivation: IDENTIFYING
-    
-    time_segment:
-      segment_id: "night-watch-segment"
-      start_time: "00:12:30.000"
-      end_time: "00:15:42.000"
-      duration_seconds: 192.0
-    
-    detected_objects:
-      - object_id: "obj-night-watch-001"
-        object_label: "The Night Watch"
-        object_category: "painting"
-        confidence: 0.98
-        bounding_box_x: 120
-        bounding_box_y: 80
-        bounding_box_width: 1680
-        bounding_box_height: 920
-        wikidata_entity: "Q219831"
-        artist: "Rembrandt van Rijn"
-        creation_year: 1642
-      
-      - object_id: "obj-captain-001"
-        object_label: "Captain Frans Banninck Cocq"
-        object_category: "person (depicted)"
-        confidence: 0.91
-        bounding_box_x: 450
-        bounding_box_y: 150
-        bounding_box_width: 380
-        bounding_box_height: 720
-        wikidata_entity: "Q467089"
-    
-    detection_level: FRAME
-    confidence_score: 0.95
-    detection_model: "artwork-recognition-v2"
-    detection_timestamp: "2025-12-01T09:15:00Z"
-
-# ============================================================================
-# EXAMPLE 6: OCR Annotations (Text in Video)
-# ============================================================================
-
-video_ocr_annotations:
-  
-  - annotation_id: "https://nde.nl/ontology/hc/annotation/ocr/rijksmuseum-label-01"
-    source_video_url: "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
-    annotation_type: OCR
-    annotation_motivation: TRANSCRIBING
-    
-    time_segment:
-      segment_id: "label-segment-01"
-      start_time: "00:05:15.000"
-      end_time: "00:05:22.000"
-      duration_seconds: 7.0
-    
-    detected_text_regions:
-      - region_id: "text-001"
-        detected_text: "Johannes Vermeer"
-        text_language: "nl"
-        text_type: ARTWORK_LABEL
-        bounding_box_x: 100
-        bounding_box_y: 650
-        bounding_box_width: 280
-        bounding_box_height: 35
-        confidence: 0.97
-      
-      - region_id: "text-002"
-        detected_text: "Het melkmeisje, ca. 1660"
-        text_language: "nl"
-        text_type: ARTWORK_LABEL
-        bounding_box_x: 100
-        bounding_box_y: 690
-        bounding_box_width: 320
-        bounding_box_height: 30
-        confidence: 0.94
-      
-      - region_id: "text-003"
-        detected_text: "Olieverf op doek"
-        text_language: "nl"
-        text_type: CAPTION
-        bounding_box_x: 100
-        bounding_box_y: 725
-        bounding_box_width: 200
-        bounding_box_height: 25
-        confidence: 0.91
-    
-    detection_level: FRAME
-    confidence_score: 0.94
-    detection_model: "google-cloud-vision-ocr"
-    detection_timestamp: "2025-12-01T09:20:00Z"
-
-# ============================================================================
-# EXAMPLE 7: Conservation Documentation Video
-# Archive use case with technical annotations
-# ============================================================================
-
-conservation_videos:
-  
-  - post_id: "https://nde.nl/ontology/hc/video/nl/rijksmuseum-night-watch-restoration"
-    platform_type: YOUTUBE
-    platform_id: "UCo2sQFl0mV4K2v6D4d8Z9bQ"
-    platform_post_id: "abcd1234efgh"
-    post_url: "https://www.youtube.com/watch?v=abcd1234efgh"
-    post_title: "Operation Night Watch - Restoration Process Documentary"
-    post_description: |
-      Follow the largest and most detailed art research and conservation project
-      ever undertaken on a single painting. Operation Night Watch uses cutting-edge
-      technology to study and restore Rembrandt's masterpiece.
-    
-    duration: "PT45M30S"
-    definition: uhd
-    aspect_ratio: "16:9"
-    frame_rate: 24.0
-    
-    caption_available: true
-    default_language: "en"
-    default_audio_language: "en"
-    available_caption_languages:
-      - "en"
-      - "nl"
-      - "de"
-      - "ja"
-    
-    view_count: 892341
-    like_count: 28456
-    comment_count: 1523
-    metrics_observed_at: "2025-12-15T10:30:00Z"
-    
-    video_category_id: "28"  # Science & Technology
-    live_broadcast_content: none
-    is_licensed_content: false
-    is_embeddable: true
-    is_made_for_kids: false
-    
-    published_at: "2021-06-22T12:00:00Z"
-
-# ============================================================================
-# EXAMPLE 8: Video Chapters (Navigation Segments)
-# YouTube chapters, virtual tour sections, conservation phases
-# ============================================================================
-
-video_chapters:
-  
-  # Rijksmuseum Virtual Tour - Gallery of Honour chapters
-  - chapter_id: "dQw4w9WgXcQ_chapter_0"
-    chapter_title: "Introduction - Welcome to the Rijksmuseum"
-    chapter_index: 0
-    chapter_start_seconds: 0.0
-    chapter_end_seconds: 45.0
-    chapter_start_time: "PT0S"
-    chapter_end_time: "PT45S"
-    chapter_description: |
-      Opening shot of the Gallery of Honour entrance with curator introduction.
-      Overview of what visitors will see during the virtual tour.
-    auto_generated: false
-    chapter_source: MANUAL
-    chapter_thumbnail_url: "https://i.ytimg.com/vi/dQw4w9WgXcQ/hqdefault.jpg?sqp=-oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE=&rs=AOn4CLBp1"
-  
-  - chapter_id: "dQw4w9WgXcQ_chapter_1"
-    chapter_title: "Frans Hals and Early Portraits"
-    chapter_index: 1
-    chapter_start_seconds: 45.0
-    chapter_end_seconds: 180.0
-    chapter_start_time: "PT45S"
-    chapter_end_time: "PT3M"
-    chapter_description: |
-      Exploration of Frans Hals' portrait of Isaac Massa and Beatrix van der Laen.
-      Discussion of Hals' innovative brushwork techniques.
-    auto_generated: false
-    chapter_source: MANUAL
-    heritage_entities_mentioned:
-      - entity_id: "Q167654"  # Frans Hals
-        entity_type: "Person"
-        entity_label: "Frans Hals"
-      - entity_id: "Q2628540"  # Portrait of Isaac Massa and Beatrix van der Laen
-        entity_type: "Artwork"
-        entity_label: "Portrait of Isaac Massa and Beatrix van der Laen"
-  
-  - chapter_id: "dQw4w9WgXcQ_chapter_2"
-    chapter_title: "Jan Steen's Household Scenes"
-    chapter_index: 2
-    chapter_start_seconds: 180.0
-    chapter_end_seconds: 360.0
-    chapter_start_time: "PT3M"
-    chapter_end_time: "PT6M"
-    chapter_description: |
-      The humorous domestic scenes of Jan Steen and the meaning behind
-      the Dutch expression "een huishouden van Jan Steen."
-    auto_generated: false
-    chapter_source: MANUAL
-    heritage_entities_mentioned:
-      - entity_id: "Q205863"  # Jan Steen
-        entity_type: "Person"
-        entity_label: "Jan Steen"
-  
-  - chapter_id: "dQw4w9WgXcQ_chapter_3"
-    chapter_title: "Vermeer's Masterpieces"
-    chapter_index: 3
-    chapter_start_seconds: 360.0
-    chapter_end_seconds: 600.0
-    chapter_start_time: "PT6M"
-    chapter_end_time: "PT10M"
-    chapter_description: |
-      Close examination of Johannes Vermeer's The Milkmaid and other works.
-      Analysis of Vermeer's distinctive use of light and color.
-    auto_generated: false
-    chapter_source: MANUAL
-    heritage_entities_mentioned:
-      - entity_id: "Q41264"  # Johannes Vermeer
-        entity_type: "Person"
-        entity_label: "Johannes Vermeer"
-      - entity_id: "Q154349"  # The Milkmaid
-        entity_type: "Artwork"
-        entity_label: "Het melkmeisje (The Milkmaid)"
-  
-  - chapter_id: "dQw4w9WgXcQ_chapter_4"
-    chapter_title: "The Night Watch - Rembrandt's Masterpiece"
-    chapter_index: 4
-    chapter_start_seconds: 600.0
-    chapter_end_seconds: 942.0
-    chapter_start_time: "PT10M"
-    chapter_end_time: "PT15M42S"
-    chapter_description: |
-      Culmination of the tour at Rembrandt's iconic Night Watch.
-      Discussion of the painting's history, composition, and restoration.
-    auto_generated: false
-    chapter_source: MANUAL
-    heritage_entities_mentioned:
-      - entity_id: "Q5598"  # Rembrandt
-        entity_type: "Person"
-        entity_label: "Rembrandt van Rijn"
-      - entity_id: "Q219831"  # The Night Watch
-        entity_type: "Artwork"
-        entity_label: "De Nachtwacht (The Night Watch)"
-  
-  # Conservation Documentary - Operation Night Watch chapters
-  - chapter_id: "abcd1234efgh_chapter_0"
-    chapter_title: "Project Overview"
-    chapter_index: 0
-    chapter_start_seconds: 0.0
-    chapter_end_seconds: 300.0
-    chapter_start_time: "PT0S"
-    chapter_end_time: "PT5M"
-    chapter_description: |
-      Introduction to Operation Night Watch, the most extensive research
-      and conservation project ever undertaken on a single painting.
-    auto_generated: false
-    chapter_source: MANUAL
-  
-  - chapter_id: "abcd1234efgh_chapter_1"
-    chapter_title: "Technical Imaging and Analysis"
-    chapter_index: 1
-    chapter_start_seconds: 300.0
-    chapter_end_seconds: 900.0
-    chapter_start_time: "PT5M"
-    chapter_end_time: "PT15M"
-    chapter_description: |
-      Multi-spectral imaging, X-ray analysis, and macro photography
-      revealing hidden layers and underdrawings in the painting.
-    auto_generated: false
-    chapter_source: MANUAL
-    conservation_phase: "DOCUMENTATION"
-  
-  - chapter_id: "abcd1234efgh_chapter_2"
-    chapter_title: "Condition Assessment"
-    chapter_index: 2
-    chapter_start_seconds: 900.0
-    chapter_end_seconds: 1500.0
-    chapter_start_time: "PT15M"
-    chapter_end_time: "PT25M"
-    chapter_description: |
-      Detailed examination of the painting's condition, including
-      craquelure patterns, varnish degradation, and previous restorations.
-    auto_generated: false
-    chapter_source: MANUAL
-    conservation_phase: "ASSESSMENT"
-  
-  - chapter_id: "abcd1234efgh_chapter_3"
-    chapter_title: "Cleaning Process"
-    chapter_index: 3
-    chapter_start_seconds: 1500.0
-    chapter_end_seconds: 2100.0
-    chapter_start_time: "PT25M"
-    chapter_end_time: "PT35M"
-    chapter_description: |
-      The meticulous cleaning process using specialized solvents and
-      techniques to remove centuries of accumulated dirt and varnish.
-    auto_generated: false
-    chapter_source: MANUAL
-    conservation_phase: "TREATMENT"
-  
-  - chapter_id: "abcd1234efgh_chapter_4"
-    chapter_title: "AI-Assisted Reconstruction"
-    chapter_index: 4
-    chapter_start_seconds: 2100.0
-    chapter_end_seconds: 2730.0
-    chapter_start_time: "PT35M"
-    chapter_end_time: "PT45M30S"
-    chapter_description: |
-      How artificial intelligence was used to digitally reconstruct
-      missing portions of the painting that were cut off in 1715.
-    auto_generated: false
-    chapter_source: MANUAL
-    conservation_phase: "DIGITAL_RECONSTRUCTION"
-
-# ============================================================================
-# EXAMPLE 9: Video Chapter Lists (Complete Sets)
-# ============================================================================
-
-video_chapter_lists:
-  
-  # Complete chapter list for Rijksmuseum virtual tour
-  - list_id: "https://nde.nl/ontology/hc/chapterlist/rijksmuseum-gallery-honour"
-    video_id: "dQw4w9WgXcQ"
-    video_url: "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
-    video_title: "The Gallery of Honour - Rijksmuseum Virtual Tour"
-    
-    chapters:
-      - "dQw4w9WgXcQ_chapter_0"
-      - "dQw4w9WgXcQ_chapter_1"
-      - "dQw4w9WgXcQ_chapter_2"
-      - "dQw4w9WgXcQ_chapter_3"
-      - "dQw4w9WgXcQ_chapter_4"
-    
-    total_chapters: 5
-    chapters_source: MANUAL
-    covers_full_video: true
-    video_duration_seconds: 942.0
-    
-    extraction_timestamp: "2025-12-15T14:00:00Z"
-    extraction_method: "YouTube Data API v3"
-  
-  # Complete chapter list for Operation Night Watch documentary
-  - list_id: "https://nde.nl/ontology/hc/chapterlist/operation-night-watch"
-    video_id: "abcd1234efgh"
-    video_url: "https://www.youtube.com/watch?v=abcd1234efgh"
-    video_title: "Operation Night Watch - Restoration Process Documentary"
-    
-    chapters:
-      - "abcd1234efgh_chapter_0"
-      - "abcd1234efgh_chapter_1"
-      - "abcd1234efgh_chapter_2"
-      - "abcd1234efgh_chapter_3"
-      - "abcd1234efgh_chapter_4"
-    
-    total_chapters: 5
-    chapters_source: MANUAL
-    covers_full_video: true
-    video_duration_seconds: 2730.0
-    
-    extraction_timestamp: "2025-12-15T14:00:00Z"
-    extraction_method: "YouTube Data API v3"
-
-# ============================================================================
-# EXAMPLE 10: Video Audio Annotations (Speech, Music, Sound Events)
-# ============================================================================
-
-video_audio_annotations:
-  
-  # Example 1: Curator Interview with Speaker Diarization
-  - annotation_id: "https://nde.nl/ontology/hc/annotation/audio/rijksmuseum-interview-01"
-    source_video_url: "https://www.youtube.com/watch?v=xyz789curator"
-    annotation_type: AUDIO
-    annotation_motivation: TRANSCRIBING
-    
-    # Primary audio characteristics
-    primary_audio_event_type: SPEECH
-    speech_detected: true
-    speech_language: "nl"
-    languages_detected:
-      - "nl"
-      - "en"  # Some English art terminology used
-    
-    # Speaker diarization (who spoke when)
-    diarization_enabled: true
-    speaker_count: 2
-    speaker_labels:
-      - "Dr. Taco Dibbits"
-      - "Interviewer"
-    
-    diarization_segments:
-      - segment_id: "diar-001"
-        diarization_start_seconds: 0.0
-        diarization_end_seconds: 8.5
-        diarization_start_time: "PT0S"
-        diarization_end_time: "PT8.5S"
-        diarization_speaker_id: "spk_001"
-        diarization_speaker_label: "Interviewer"
-        diarization_confidence: 0.94
-        transcript_snippet: "Welkom bij het Rijksmuseum. Vandaag spreken we met de directeur..."
-      
-      - segment_id: "diar-002"
-        diarization_start_seconds: 8.5
-        diarization_end_seconds: 45.0
-        diarization_start_time: "PT8.5S"
-        diarization_end_time: "PT45S"
-        diarization_speaker_id: "spk_002"
-        diarization_speaker_label: "Dr. Taco Dibbits"
-        diarization_confidence: 0.97
-        transcript_snippet: "Dank u wel. Het is een bijzonder moment voor het museum..."
-      
-      - segment_id: "diar-003"
-        diarization_start_seconds: 45.0
-        diarization_end_seconds: 52.0
-        diarization_start_time: "PT45S"
-        diarization_end_time: "PT52S"
-        diarization_speaker_id: "spk_001"
-        diarization_speaker_label: "Interviewer"
-        diarization_confidence: 0.92
-        transcript_snippet: "Kunt u ons meer vertellen over de nieuwe tentoonstelling?"
-      
-      - segment_id: "diar-004"
-        diarization_start_seconds: 52.0
-        diarization_end_seconds: 180.0
-        diarization_start_time: "PT52S"
-        diarization_end_time: "PT3M"
-        diarization_speaker_id: "spk_002"
-        diarization_speaker_label: "Dr. Taco Dibbits"
-        diarization_confidence: 0.96
-        transcript_snippet: "Jazeker. Deze tentoonstelling is uniek omdat we voor het eerst..."
-    
-    # Audio quality metrics
-    audio_quality_score: 0.92
-    snr_db: 28.0
-    has_clipping: false
-    audio_channels: 2
-    sample_rate_hz: 48000
-    
-    # No music in this interview
-    music_detected: false
-    
-    # Detection metadata
-    detection_model: "whisper-large-v3-diarize"
-    detection_timestamp: "2025-12-15T16:00:00Z"
-    confidence_score: 0.94
-  
-  # Example 2: Exhibition Promotional Video with Music
-  - annotation_id: "https://nde.nl/ontology/hc/annotation/audio/vangogh-exhibition-promo"
-    source_video_url: "https://www.youtube.com/watch?v=promo2025vgm"
-    annotation_type: AUDIO
-    annotation_motivation: DESCRIBING
-    
-    # Mixed speech and music
-    primary_audio_event_type: MIXED
-    speech_detected: true
-    music_detected: true
-    
-    speech_language: "en"
-    languages_detected:
-      - "en"
-      - "nl"
-    
-    # Speech segments (voiceover narration)
-    speech_segments:
-      - segment_id: "speech-001"
-        speech_start_seconds: 5.0
-        speech_end_seconds: 25.0
-        speech_start_time: "PT5S"
-        speech_end_time: "PT25S"
-        speaker_id: "narrator"
-        speaker_label: "Voiceover Narrator"
-        speech_type: NARRATION
-        transcript_snippet: "This spring, the Van Gogh Museum presents a groundbreaking exhibition..."
-      
-      - segment_id: "speech-002"
-        speech_start_seconds: 45.0
-        speech_end_seconds: 60.0
-        speech_start_time: "PT45S"
-        speech_end_time: "PT1M"
-        speaker_id: "curator"
-        speaker_label: "Exhibition Curator"
-        speech_type: INTERVIEW
-        transcript_snippet: "Van Gogh's use of color was revolutionary..."
-    
-    # Music segments (background and featured)
-    music_segments:
-      - segment_id: "music-001"
-        music_start_seconds: 0.0
-        music_end_seconds: 120.0
-        music_start_time: "PT0S"
-        music_end_time: "PT2M"
-        music_type: BACKGROUND
-        music_genre: "classical"
-        is_background: true
-        volume_level: "low"
-        music_title: null  # Unknown background track
-      
-      - segment_id: "music-002"
-        music_start_seconds: 90.0
-        music_end_seconds: 115.0
-        music_start_time: "PT1M30S"
-        music_end_time: "PT1M55S"
-        music_type: DRAMATIC
-        music_genre: "orchestral"
-        is_background: false
-        volume_level: "medium"
-        music_description: "Dramatic orchestral swell accompanying visual climax"
-    
-    music_genres_detected:
-      - "classical"
-      - "orchestral"
-    
-    # Audio quality metrics
-    audio_quality_score: 0.88
-    snr_db: 22.0  # Lower due to music mixing
-    audio_channels: 2
-    sample_rate_hz: 48000
-    
-    detection_model: "audio-analysis-v2"
-    detection_timestamp: "2025-12-15T16:30:00Z"
-    confidence_score: 0.86
-  
-  # Example 3: Museum Lecture Recording with Audience Reactions
-  - annotation_id: "https://nde.nl/ontology/hc/annotation/audio/stedelijk-lecture-2024"
-    source_video_url: "https://www.youtube.com/watch?v=lecture2024sted"
-    annotation_type: AUDIO
-    annotation_motivation: TRANSCRIBING
-    
-    primary_audio_event_type: SPEECH
-    speech_detected: true
-    music_detected: false
-    
-    speech_language: "nl"
-    languages_detected:
-      - "nl"
-    
-    # Main lecture content
-    diarization_enabled: true
-    speaker_count: 1
-    speaker_labels:
-      - "Prof. Dr. Beatrix Ruf"
-    
-    diarization_segments:
-      - segment_id: "lecture-001"
-        diarization_start_seconds: 0.0
-        diarization_end_seconds: 1800.0
-        diarization_start_time: "PT0S"
-        diarization_end_time: "PT30M"
-        diarization_speaker_id: "spk_main"
-        diarization_speaker_label: "Prof. Dr. Beatrix Ruf"
-        diarization_confidence: 0.98
-    
-    # Sound events detected (audience reactions)
-    sound_events_detected: true
-    sound_event_types:
-      - APPLAUSE
-      - LAUGHTER
-      - CROWD_NOISE
-    
-    sound_event_segments:
-      - segment_id: "sound-001"
-        sound_start_seconds: 420.0
-        sound_end_seconds: 425.0
-        sound_start_time: "PT7M"
-        sound_end_time: "PT7M5S"
-        sound_event_type: LAUGHTER
-        sound_confidence: 0.89
-        sound_description: "Audience laughter in response to humorous anecdote"
-      
-      - segment_id: "sound-002"
-        sound_start_seconds: 1795.0
-        sound_end_seconds: 1810.0
-        sound_start_time: "PT29M55S"
-        sound_end_time: "PT30M10S"
-        sound_event_type: APPLAUSE
-        sound_confidence: 0.96
-        sound_description: "Audience applause at conclusion of lecture"
-      
-      - segment_id: "sound-003"
-        sound_start_seconds: 1200.0
-        sound_end_seconds: 1203.0
-        sound_start_time: "PT20M"
-        sound_end_time: "PT20M3S"
-        sound_event_type: CROWD_NOISE
-        sound_confidence: 0.72
-        sound_description: "Brief audience murmuring during slide transition"
-    
-    # Audio quality metrics (live recording)
-    audio_quality_score: 0.78
-    snr_db: 18.0  # Lower due to room acoustics
-    has_reverb: true
-    audio_channels: 2
-    sample_rate_hz: 44100
-    
-    detection_model: "audio-event-detector-v1"
-    detection_timestamp: "2025-12-15T17:00:00Z"
-    confidence_score: 0.82
-
-# ============================================================================
-# PROVENANCE METADATA
-# ============================================================================
-
-provenance:
-  data_source: EXAMPLE_INSTANCES
-  data_tier: TIER_4_INFERRED
-  extraction_date: "2025-12-16T00:00:00Z"
-  extraction_method: "Manual example creation for schema documentation"
-  confidence_score: 1.0
-  notes: |
-    Example instances demonstrating video content modeling capabilities.
-    Based on real heritage institution video patterns but with synthetic data.
-    
-    Classes demonstrated:
-    - VideoPost (with VideoComment)
-    - VideoTranscript
-    - VideoSubtitle
-    - VideoSceneAnnotation
-    - VideoObjectAnnotation
-    - VideoOCRAnnotation
-    - VideoChapter (NEW in v0.9.10)
-    - VideoChapterList (NEW in v0.9.10)
-    - VideoAudioAnnotation (NEW in v0.9.10)
-      - SpeechSegment
-      - DiarizationSegment
-      - MusicSegment
-      - SoundEventSegment
-    
-    Heritage use cases covered:
-    - Virtual museum tours
-    - Conservation documentation
-    - Artwork recognition
-    - Museum label OCR
-    - Video chapter navigation (NEW)
-    - Speaker diarization in interviews (NEW)
-    - Music detection in promotional content (NEW)
-    - Audience reaction detection in lectures (NEW)
-    
-    Enumerations demonstrated:
-    - ChapterSourceEnum: MANUAL, AUTO_GENERATED, YOUTUBE_API
-    - AudioEventTypeEnum: SPEECH, MUSIC, MIXED, AMBIENT, SILENCE
-    - SoundEventTypeEnum: APPLAUSE, LAUGHTER, CROWD_NOISE
-    - MusicTypeEnum: BACKGROUND, FOREGROUND, DRAMATIC
-    
-    Heritage entities referenced (Wikidata):
-    - Q5598 (Rembrandt van Rijn)
-    - Q41264 (Johannes Vermeer)
-    - Q167654 (Frans Hals)
-    - Q205863 (Jan Steen)
-    - Q219831 (The Night Watch)
-    - Q154349 (The Milkmaid)
-    - Q2628540 (Portrait of Isaac Massa and Beatrix van der Laen)
+- identified_by:
+  - https://nde.nl/ontology/hc/nl-youtube-rijksmuseum
+  has_label:
+  - Rijksmuseum YouTube Channel
+- identified_by:
+  - https://nde.nl/ontology/hc/nl-youtube-vangoghmuseum
+  has_label:
+  - Van Gogh Museum YouTube Channel
diff --git a/frontend/public/schemas/20251121/linkml/examples/web_observation_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/web_observation_examples.yaml
new file mode 100644
index 0000000000..7cbbe4d26f
--- /dev/null
+++ b/frontend/public/schemas/20251121/linkml/examples/web_observation_examples.yaml
@@ -0,0 +1,35 @@
+# Web Observation Examples
+# Provenance records for funding call observations
+# Converted to canonical slots February 2026
+
+# =============================================================================
+# EXAMPLE 1: Horizon Europe observation
+# =============================================================================
+- identified_by:
+    - "https://nde.nl/ontology/hc/observation/web/2025-11-29/eu-horizon-cl2-heritage"
+  has_title: "Horizon Europe - Cultural heritage, cultural and creative industries"
+  has_note:
+    - |
+      Extracted via Exa AI search. Call details well-structured with clear
+      sections for budget, deadline, and eligibility. Budget figure of €82.5M
+      confirmed from official documentation. Partnership requirement of minimum
+      3 partners verified. Deadline of 2025-09-16 confirmed.
+  has_url:
+    - "https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/horizon-cl2-2025-heritage-01"
+    - "https://web.archive.org/web/20251129103000/https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/horizon-cl2-2025-heritage-01"
+
+# =============================================================================
+# EXAMPLE 2: NLHF observation
+# =============================================================================
+- identified_by:
+    - "https://nde.nl/ontology/hc/observation/web/2025-11-28/nlhf-medium-grants"
+  has_title:
+    - "Medium grants | The National Lottery Heritage Fund"
+  has_note:
+    - |
+      Extracted via Playwright headless browser. Dynamic JavaScript content
+      fully rendered before extraction. Grant range of £250K-£5M confirmed.
+      Rolling deadline - set to end of year for tracking purposes.
+      Co-funding requirement noted in application guidance.
+  has_url:
+    - "https://www.heritagefund.org.uk/funding/medium-grants"
diff --git a/frontend/public/schemas/20251121/linkml/examples/web_portal_examples.yaml b/frontend/public/schemas/20251121/linkml/examples/web_portal_examples.yaml
index 0c13601c30..1146f02cb1 100644
--- a/frontend/public/schemas/20251121/linkml/examples/web_portal_examples.yaml
+++ b/frontend/public/schemas/20251121/linkml/examples/web_portal_examples.yaml
@@ -1,1807 +1,1450 @@
 # Web Portal Examples
-# Instance data for heritage metadata aggregation portals
-# Covering Dutch, German, and European portals
+# Instances of WebPortal for schema validation
 
-# Container for validation (tree_root)
-container:
-  web_portals:
-    
-    # ============================================
-    # DUTCH PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/nl/nde-dataset-register"
-      portal_name: "NDE Dataset Register"
-      portal_type: NATIONAL_AGGREGATOR
-      portal_url: "https://datacatalogus.netwerkdigitaalerfgoed.nl"
-      portal_description: |
-        The NDE Dataset Register (Datacatalogus) is the central registry for
-        Dutch heritage datasets. It provides metadata about datasets from
-        archives, libraries, museums, and other heritage institutions,
-        enabling discovery and reuse of Dutch cultural heritage data.
-      geographic_scope:
-        - "NL"
-      thematic_scope:
-        - "Heritage datasets"
-        - "Linked Open Data"
-        - "Cultural heritage metadata"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-      metadata_standards:
-        - "Schema.org Dataset"
-        - "DCAT"
-      portal_language:
-        - "nl"
-        - "en"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q106587655"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/nl/archieven-nl"
-      portal_name: "Archieven.nl"
-      portal_type: ARCHIVAL_PORTAL
-      portal_url: "https://archieven.nl"
-      portal_description: |
-        Archieven.nl is the Dutch national portal for archival finding aids,
-        providing unified search across 80+ Dutch archives. It aggregates
-        EAD-encoded finding aids and provides access to digitized archival
-        materials. Operated by the Dutch archive community.
-      geographic_scope:
-        - "NL"
-      thematic_scope:
-        - "Archival finding aids"
-        - "Government records"
-        - "Genealogical sources"
-        - "Historical archives"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/kvan"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/archives-portal-europe"
-      metadata_standards:
-        - "EAD (Encoded Archival Description)"
-        - "EAC-CPF"
-        - "MDTO"
-      oai_pmh_endpoint: "https://oai.archieven.nl/"
-      portal_language:
-        - "nl"
-        - "en"
-      portal_status: "ACTIVE"
-      participating_institutions: 80
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/nl/openarchieven"
-      portal_name: "OpenArchieven.nl"
-      portal_type: GENEALOGICAL_PORTAL
-      portal_url: "https://openarchieven.nl"
-      portal_description: |
-        OpenArchieven.nl provides free access to scanned civil registration,
-        parish records, and other genealogical sources from Dutch archives.
-        It focuses on making historical records accessible for family history
-        research without subscription barriers.
-      geographic_scope:
-        - "NL"
-      thematic_scope:
-        - "Civil registration"
-        - "Parish records"
-        - "Genealogical sources"
-        - "Birth, marriage, death records"
-      portal_language:
-        - "nl"
-      portal_status: "ACTIVE"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/nl/collectie-nederland"
-      portal_name: "Collectie Nederland"
-      portal_type: MUSEUM_COLLECTION_PORTAL
-      portal_url: "https://collectienederland.nl"
-      portal_description: |
-        Collectie Nederland aggregates museum object metadata from Dutch
-        museums, providing unified search across national museum collections.
-        It serves as the Dutch hub for museum data flowing to Europeana.
-      geographic_scope:
-        - "NL"
-      thematic_scope:
-        - "Museum objects"
-        - "Art collections"
-        - "Cultural objects"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/umbrella/rce"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "LIDO"
-        - "EDM (Europeana Data Model)"
-      portal_language:
-        - "nl"
-      portal_status: "ACTIVE"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/nl/colonial-collections"
-      portal_name: "Colonial Collections"
-      portal_type: COLONIAL_HERITAGE_PORTAL
-      portal_url: "https://datacatalogus.netwerkdigitaalerfgoed.nl/group/colonial-collections"
-      portal_description: |
-        Colonial Collections is a thematic portal within the NDE Dataset
-        Register focused on colonial history collections and provenance
-        research. It aggregates datasets relevant to understanding colonial-era
-        heritage and facilitating repatriation discussions.
-      geographic_scope:
-        - "NL"
-        - "ID"
-        - "SR"
-      thematic_scope:
-        - "Colonial heritage"
-        - "Provenance research"
-        - "Repatriation"
-        - "Indonesian collections"
-        - "Surinamese collections"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-      portal_language:
-        - "nl"
-        - "en"
-      portal_status: "ACTIVE"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/nl/atlas-mutual-heritage"
-      portal_name: "Atlas of Mutual Heritage"
-      portal_type: COLONIAL_HERITAGE_PORTAL
-      portal_url: "https://www.atlasofmutualheritage.nl"
-      portal_description: |
-        The Atlas of Mutual Heritage provides access to visual materials
-        (maps, drawings, paintings) documenting shared colonial history
-        between the Netherlands and former colonial territories. Operated
-        by the Nationaal Archief and RCE.
-      geographic_scope:
-        - "NL"
-        - "Global (former Dutch colonial territories)"
-      thematic_scope:
-        - "Colonial visual materials"
-        - "Historical maps"
-        - "VOC/WIC materials"
-        - "Shared heritage"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/umbrella/nationaal-archief"
-      portal_language:
-        - "nl"
-        - "en"
-      portal_status: "ACTIVE"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/nl/termennetwerk"
-      portal_name: "NDE Termennetwerk"
-      portal_type: LINKED_DATA_HUB
-      portal_url: "https://termennetwerk.netwerkdigitaalerfgoed.nl"
-      portal_description: |
-        The NDE Termennetwerk (Term Network) provides linked data access
-        to controlled vocabularies and authority files used by Dutch
-        heritage institutions. It enables semantic enrichment and
-        cross-collection discovery through shared terminology.
-      geographic_scope:
-        - "NL"
-      thematic_scope:
-        - "Controlled vocabularies"
-        - "Authority files"
-        - "Linked Open Data"
-        - "Semantic enrichment"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/nde"
-      sparql_endpoint: "https://termennetwerk.netwerkdigitaalerfgoed.nl/sparql"
-      metadata_standards:
-        - "SKOS"
-        - "RDF"
-      portal_language:
-        - "nl"
-        - "en"
-      portal_status: "ACTIVE"
-    
-    # ============================================
-    # GERMAN PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/de/ddb"
-      portal_name: "Deutsche Digitale Bibliothek"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://www.deutsche-digitale-bibliothek.de"
-      portal_description: |
-        Deutsche Digitale Bibliothek (DDB) is Germany's national aggregator
-        for cultural heritage, providing unified access to digitized
-        materials from archives, libraries, museums, and research
-        institutions. It serves as the German hub for Europeana.
-      geographic_scope:
-        - "DE"
-      thematic_scope:
-        - "Cultural heritage"
-        - "Archives"
-        - "Libraries"
-        - "Museums"
-        - "Research data"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/ddb-koordination"
-      aggregates_from:
-        - "https://nde.nl/ontology/hc/portal/de/archivportal-d"
-        - "https://nde.nl/ontology/hc/portal/de/leo-bw"
-        - "https://nde.nl/ontology/hc/portal/de/bavarikon"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "EDM (Europeana Data Model)"
-        - "Dublin Core"
-        - "METS/MODS"
-      api_endpoint: "https://api.deutsche-digitale-bibliothek.de/"
-      portal_language:
-        - "de"
-        - "en"
-      portal_status: "ACTIVE"
-      record_count: 15000000
-      identifiers:
-        - "http://www.wikidata.org/entity/Q1201043"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/de/archivportal-d"
-      portal_name: "Archivportal-D"
-      portal_type: ARCHIVAL_PORTAL
-      portal_url: "https://www.archivportal-d.de"
-      portal_description: |
-        Archivportal-D is the German national portal for archival finding
-        aids, aggregating EAD descriptions from German federal, state,
-        municipal, and ecclesiastical archives.
-      geographic_scope:
-        - "DE"
-      thematic_scope:
-        - "Archival finding aids"
-        - "Government records"
-        - "Church archives"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/de/ddb"
-        - "https://nde.nl/ontology/hc/portal/eu/archives-portal-europe"
-      metadata_standards:
-        - "EAD"
-        - "EAC-CPF"
-      portal_language:
-        - "de"
-        - "en"
-      portal_status: "ACTIVE"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/de/leo-bw"
-      portal_name: "LEO-BW"
-      portal_type: REGIONAL_AGGREGATOR
-      portal_url: "https://www.leo-bw.de"
-      portal_description: |
-        LEO-BW (Landeskunde entdecken online Baden-Württemberg) is the
-        regional cultural heritage portal for Baden-Württemberg, providing
-        access to regional history, culture, and heritage materials.
-      geographic_scope:
-        - "DE-BW"
-      thematic_scope:
-        - "Regional history"
-        - "Baden-Württemberg culture"
-        - "Local heritage"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/de/ddb"
-      portal_language:
-        - "de"
-      portal_status: "ACTIVE"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/de/bavarikon"
-      portal_name: "bavarikon"
-      portal_type: REGIONAL_AGGREGATOR
-      portal_url: "https://www.bavarikon.de"
-      portal_description: |
-        bavarikon is Bavaria's cultural heritage portal, providing access
-        to digitized materials from Bavarian archives, libraries, and
-        museums. It showcases Bavarian cultural treasures and regional
-        heritage.
-      geographic_scope:
-        - "DE-BY"
-      thematic_scope:
-        - "Bavarian culture"
-        - "Regional heritage"
-        - "Art and manuscripts"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/umbrella/bayerische-staatsbibliothek"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/de/ddb"
-      portal_language:
-        - "de"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q19866220"
-    
-    # ============================================
-    # EUROPEAN/INTERNATIONAL PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/eu/europeana"
-      portal_name: "Europeana"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://www.europeana.eu"
-      portal_description: |
-        Europeana is the European Union's digital platform for cultural
-        heritage, providing access to over 50 million digitised items from
-        European museums, galleries, libraries, and archives. It serves as
-        the pan-European aggregator of national and thematic aggregators.
-      geographic_scope:
-        - "EU"
-        - "EEA"
-      thematic_scope:
-        - "Art and cultural heritage"
-        - "Libraries"
-        - "Archives"
-        - "Museums"
-        - "Audio-visual heritage"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/europeana-foundation"
-      aggregates_from:
-        - "https://nde.nl/ontology/hc/portal/de/ddb"
-        - "https://nde.nl/ontology/hc/portal/nl/collectie-nederland"
-        - "https://nde.nl/ontology/hc/portal/eu/archives-portal-europe"
-      metadata_standards:
-        - "EDM (Europeana Data Model)"
-        - "Dublin Core"
-      api_endpoint: "https://api.europeana.eu/record/v2/"
-      sparql_endpoint: "https://sparql.europeana.eu/"
-      oai_pmh_endpoint: "https://oai.europeana.eu/oai"
-      portal_language:
-        - "en"
-        - "de"
-        - "fr"
-        - "nl"
-        - "es"
-        - "it"
-      launch_date: "2008-11-20"
-      portal_status: "ACTIVE"
-      record_count: 50000000
-      participating_institutions: 4000
-      identifiers:
-        - "http://www.wikidata.org/entity/Q209441"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/eu/archives-portal-europe"
-      portal_name: "Archives Portal Europe"
-      portal_type: ARCHIVAL_PORTAL
-      portal_url: "https://www.archivesportaleurope.net"
-      portal_description: |
-        Archives Portal Europe (APE) provides unified access to archival
-        finding aids from European national and regional archives. It
-        aggregates EAD descriptions from participating countries and
-        provides cross-border archival discovery.
-      geographic_scope:
-        - "EU"
-        - "EEA"
-      thematic_scope:
-        - "Archival finding aids"
-        - "European archives"
-        - "Historical records"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/apef"
-      aggregates_from:
-        - "https://nde.nl/ontology/hc/portal/nl/archieven-nl"
-        - "https://nde.nl/ontology/hc/portal/de/archivportal-d"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "EAD"
-        - "EAC-CPF"
-        - "RiC-O (emerging)"
-      oai_pmh_endpoint: "https://oai.archivesportaleurope.net/oai"
-      portal_language:
-        - "en"
-        - "de"
-        - "fr"
-      portal_status: "ACTIVE"
-      participating_institutions: 800
-      identifiers:
-        - "http://www.wikidata.org/entity/Q583869"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/eu/monasterium"
-      portal_name: "Monasterium.net"
-      portal_type: MONASTIC_HERITAGE_PORTAL
-      portal_url: "https://monasterium.net"
-      portal_description: |
-        Monasterium.net is the virtual archive for medieval and early modern
-        charters from European monasteries and other sources. It provides
-        access to digitized diplomatic documents with scholarly transcriptions
-        and annotations.
-      geographic_scope:
-        - "EU"
-      thematic_scope:
-        - "Medieval charters"
-        - "Diplomatic sources"
-        - "Monastic archives"
-        - "Early modern documents"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/consortium/icarus"
-      metadata_standards:
-        - "CEI (Charters Encoding Initiative)"
-        - "TEI"
-      portal_language:
-        - "de"
-        - "en"
-        - "it"
-      portal_status: "ACTIVE"
-      record_count: 700000
-      identifiers:
-        - "http://www.wikidata.org/entity/Q1945348"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/global/worldcat"
-      portal_name: "WorldCat"
-      portal_type: LIBRARY_UNION_CATALOG
-      portal_url: "https://www.worldcat.org"
-      portal_description: |
-        WorldCat is the world's largest network of library content and
-        services, operated by OCLC. It contains bibliographic records from
-        libraries worldwide, enabling discovery and interlibrary loan.
-      geographic_scope:
-        - "GLOBAL"
-      thematic_scope:
-        - "Bibliographic records"
-        - "Library holdings"
-        - "Monographs"
-        - "Serials"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/cooperative/oclc"
-      metadata_standards:
-        - "MARC21"
-        - "Dublin Core"
-        - "Schema.org"
-      portal_language:
-        - "en"
-        - "de"
-        - "fr"
-        - "nl"
-        - "zh"
-      portal_status: "ACTIVE"
-      record_count: 500000000
-      participating_institutions: 30000
-      identifiers:
-        - "http://www.wikidata.org/entity/Q1422831"
-    
-    # ============================================
-    # FRENCH PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/fr/gallica"
-      portal_name: "Gallica"
-      portal_type: DIGITAL_LIBRARY_PORTAL
-      portal_url: "https://gallica.bnf.fr"
-      portal_description: |
-        Gallica is the digital library of the Bibliothèque nationale de France
-        (BnF) and the national aggregator for collections held in French cultural
-        heritage institutions. It provides access to over 10 million digitised
-        documents including books, newspapers, manuscripts, maps, photographs,
-        engravings, and sound recordings. Gallica offers Gallica Vanilla, an
-        infrastructure allowing partner institutions to create their own digital
-        libraries. Founded in 1997.
-      geographic_scope:
-        - "FR"
-      thematic_scope:
-        - "French heritage"
-        - "Rare books"
-        - "Historical newspapers"
-        - "Manuscripts"
-        - "Maps and photographs"
-        - "Sound recordings"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/bnf"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "Dublin Core"
-        - "MARC21"
-        - "IIIF"
-      oai_pmh_endpoint: "https://oai.bnf.fr/oai"
-      portal_language:
-        - "fr"
-        - "en"
-        - "es"
-      launch_date: "1997-10-01"
-      portal_status: "ACTIVE"
-      record_count: 10000000
-      participating_institutions: 300
-      identifiers:
-        - "http://www.wikidata.org/entity/Q3089785"
-    
-    # ============================================
-    # ITALIAN PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/it/cultura-italia"
-      portal_name: "CulturaItalia"
-      portal_type: NATIONAL_AGGREGATOR
-      portal_url: "http://www.culturaitalia.it"
-      portal_description: |
-        CulturaItalia is the national aggregator for Italian cultural heritage,
-        managed by the Central Institute for the Union Catalogue of Italian
-        Libraries (ICCU) of the Italian Ministry of Culture. It provides access
-        to over 3.4 million digital objects from more than 600 Italian cultural
-        heritage institutions. CulturaItalia offers a Linked Open Data section
-        (dati.culturaitalia.it) with CIDOC-CRM mapped metadata and SPARQL access.
-      geographic_scope:
-        - "IT"
-      thematic_scope:
-        - "Italian cultural heritage"
-        - "Archives"
-        - "Libraries"
-        - "Museums"
-        - "Archaeological sites"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/iccu"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "PICO Application Profile"
-        - "Dublin Core"
-        - "EDM"
-        - "CIDOC-CRM"
-      oai_pmh_endpoint: "http://www.culturaitalia.it/oai/oai.php"
-      sparql_endpoint: "http://dati.culturaitalia.it/sparql"
-      portal_language:
-        - "it"
-        - "en"
-      launch_date: "2008-01-01"
-      portal_status: "ACTIVE"
-      record_count: 3400000
-      participating_institutions: 600
-      identifiers:
-        - "http://www.wikidata.org/entity/Q5193485"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/it/internet-culturale"
-      portal_name: "Internet Culturale"
-      portal_type: DIGITAL_LIBRARY_PORTAL
-      portal_url: "https://www.internetculturale.it"
-      portal_description: |
-        Internet Culturale provides access to the heritage held by Italian
-        public libraries and important cultural institutions. It is a multimedia
-        web tool combining bibliographic information and digital library access.
-        Operated by ICCU, it aggregates content from the Italian Library Service
-        (SBN) and offers itineraries, exhibitions, and multimedia resources.
-      geographic_scope:
-        - "IT"
-      thematic_scope:
-        - "Italian libraries"
-        - "Rare books"
-        - "Manuscripts"
-        - "Digital collections"
-        - "Literary heritage"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/iccu"
-      metadata_standards:
-        - "SBN-MARC"
-        - "Dublin Core"
-        - "MAG"
-      portal_language:
-        - "it"
-        - "en"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q3800746"
-    
-    # ============================================
-    # SPANISH PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/es/hispana"
-      portal_name: "Hispana"
-      portal_type: NATIONAL_AGGREGATOR
-      portal_url: "https://hispana.mcu.es"
-      portal_description: |
-        Hispana is the access portal to Spanish digital heritage and the national
-        content aggregator to Europeana. It brings together digital collections
-        from Spanish archives, libraries, museums, and other cultural heritage
-        institutions. Hispana aggregates institutional repositories of Spanish
-        universities and digital libraries of the Autonomous Communities.
-        Operational since March 2006.
-      geographic_scope:
-        - "ES"
-      thematic_scope:
-        - "Spanish heritage"
-        - "Manuscripts"
-        - "Printed books"
-        - "Photographs"
-        - "Maps"
-        - "University repositories"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/mcu-spain"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "Dublin Core"
-        - "EDM"
-      oai_pmh_endpoint: "https://hispana.mcu.es/OAIHandler"
-      portal_language:
-        - "es"
-        - "en"
-      launch_date: "2006-03-01"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q5768985"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/es/pares"
-      portal_name: "PARES"
-      portal_type: ARCHIVAL_PORTAL
-      portal_url: "https://pares.cultura.gob.es"
-      portal_description: |
-        PARES (Portal de Archivos Españoles) is the Spanish National Archives
-        portal providing access to digitised documents from Spanish state archives.
-        It includes materials from the Archivo General de Indias, Archivo Histórico
-        Nacional, and other major Spanish archives. Features PARES HTR for
-        handwritten text recognition.
-      geographic_scope:
-        - "ES"
-      thematic_scope:
-        - "Spanish archives"
-        - "Colonial records"
-        - "Historical documents"
-        - "Government archives"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/subdg-archivos-estatales"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-        - "https://nde.nl/ontology/hc/portal/eu/archives-portal-europe"
-      metadata_standards:
-        - "EAD"
-        - "Dublin Core"
-      portal_language:
-        - "es"
-        - "en"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q6053576"
-    
-    # ============================================
-    # NORDIC/SCANDINAVIAN PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/nordic/digitalt-museum"
-      portal_name: "DigitaltMuseum"
-      portal_type: MUSEUM_COLLECTION_PORTAL
-      portal_url: "https://digitaltmuseum.org"
-      portal_description: |
-        DigitaltMuseum is a shared museum collection portal for Norway and Sweden,
-        providing access to over 5 million photographs and 4 million objects from
-        343+ museums. Developed by KulturIT, it connects to the Primus collection
-        management system. Many images are in public domain or Creative Commons
-        licenses. Features API access since 2012.
-      geographic_scope:
-        - "NO"
-        - "SE"
-      thematic_scope:
-        - "Museum collections"
-        - "Art and design"
-        - "Fine art"
-        - "Cultural history"
-        - "Photography"
-        - "Architecture"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/cooperative/kulturit"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "Dublin Core"
-        - "LIDO"
-      api_endpoint: "https://api.digitaltmuseum.org/"
-      portal_language:
-        - "no"
-        - "sv"
-        - "en"
-      launch_date: "2009-01-01"
-      portal_status: "ACTIVE"
-      record_count: 9000000
-      participating_institutions: 343
-      identifiers:
-        - "http://www.wikidata.org/entity/Q3707655"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/no/arkivportalen"
-      portal_name: "Arkivportalen"
-      portal_type: ARCHIVAL_PORTAL
-      portal_url: "https://arkivportalen.no"
-      portal_description: |
-        Arkivportalen is the Norwegian national portal for archival finding aids,
-        enabling searches across the catalogues of Norwegian archives. It provides
-        information about which historical archives and documents are held in
-        Norway's archival institutions.
-      geographic_scope:
-        - "NO"
-      thematic_scope:
-        - "Norwegian archives"
-        - "Finding aids"
-        - "Historical records"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/arkivverket"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/archives-portal-europe"
-      metadata_standards:
-        - "EAD"
-        - "NOARK"
-      portal_language:
-        - "no"
-        - "en"
-      portal_status: "ACTIVE"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/no/digitalarkivet"
-      portal_name: "Digitalarkivet"
-      portal_type: GENEALOGICAL_PORTAL
-      portal_url: "https://arkivverket.no/Digitalarkivet"
-      portal_description: |
-        Digitalarkivet is the National Archival Services of Norway's source website
-        for genealogical and historical research. It provides access to parish
-        registers, census returns, mortgage registers, and other primary sources
-        essential for family history research in Norway.
-      geographic_scope:
-        - "NO"
-      thematic_scope:
-        - "Parish registers"
-        - "Census returns"
-        - "Genealogical sources"
-        - "Mortgage registers"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/arkivverket"
-      portal_language:
-        - "no"
-        - "en"
-      portal_status: "ACTIVE"
-    
-    # ============================================
-    # POLISH PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/pl/polona"
-      portal_name: "Polona"
-      portal_type: DIGITAL_LIBRARY_PORTAL
-      portal_url: "https://polona.pl"
-      portal_description: |
-        Polona is one of the most modern digital libraries in the world and the
-        largest library of its kind in Poland. Operated by the National Library
-        of Poland, it provides access to digitised resources including books,
-        early printed books, manuscripts, graphics, maps, scores, photographs,
-        and posters. Contains treasures like the Chronicle of Gallus Anonymus
-        and manuscripts by Mickiewicz and Chopin.
-      geographic_scope:
-        - "PL"
-      thematic_scope:
-        - "Polish heritage"
-        - "Rare books"
-        - "Manuscripts"
-        - "Maps and graphics"
-        - "Musical scores"
-        - "Historical photographs"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/bn-poland"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "Dublin Core"
-        - "IIIF"
-      portal_language:
-        - "pl"
-        - "en"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q11795085"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/pl/fbc"
-      portal_name: "Federacja Bibliotek Cyfrowych (FBC)"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://fbc.pionier.net.pl"
-      portal_description: |
-        Federacja Bibliotek Cyfrowych (Digital Libraries Federation) is the only
-        national cross-domain aggregator in Poland, currently working with over
-        130 Polish data providers. It aggregates 8 million objects from digital
-        libraries, digital museums, and institutional repositories. FBC is one
-        of the largest aggregators for Europeana, providing over 2.1 million
-        records. Features music search capability.
-      geographic_scope:
-        - "PL"
-      thematic_scope:
-        - "Polish cultural heritage"
-        - "Digital libraries"
-        - "University repositories"
-        - "Museum collections"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/pionier"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "Dublin Core"
-        - "EDM"
-      oai_pmh_endpoint: "https://fbc.pionier.net.pl/oai-pmh"
-      api_endpoint: "https://fbc.pionier.net.pl/index/select"
-      portal_language:
-        - "pl"
-        - "en"
-      portal_status: "ACTIVE"
-      record_count: 8000000
-      participating_institutions: 130
-      identifiers:
-        - "http://www.wikidata.org/entity/Q11773456"
-    
-    # ============================================
-    # AUSTRALIAN PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/au/trove"
-      portal_name: "Trove"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://trove.nla.gov.au"
-      portal_description: |
-        Trove is a free online discovery platform operated by the National Library
-        of Australia, aggregating and providing access to digitised collections
-        from hundreds of partner institutions across Australia including libraries,
-        universities, museums, galleries, and archives. Launched in 2009, it
-        provides access to millions of items including over 1,000 newspaper and
-        gazette titles spanning more than two centuries. Features community-
-        contributed text corrections and collaborative digitization.
-      geographic_scope:
-        - "AU"
-      thematic_scope:
-        - "Australian heritage"
-        - "Historical newspapers"
-        - "Books and journals"
-        - "Images and photographs"
-        - "Maps and music"
-        - "Archival materials"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/nla-australia"
-      metadata_standards:
-        - "Dublin Core"
-        - "MARC21"
-        - "EAD"
-      api_endpoint: "https://api.trove.nla.gov.au/"
-      portal_language:
-        - "en"
-      launch_date: "2009-12-01"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q3539919"
-    
-    # ============================================
-    # US PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/us/archive-grid"
-      portal_name: "ArchiveGrid"
-      portal_type: ARCHIVAL_PORTAL
-      portal_url: "https://researchworks.oclc.org/archivegrid/"
-      portal_description: |
-        ArchiveGrid is a collection of over 7 million archival material descriptions
-        including MARC records from WorldCat and finding aids harvested from the
-        web. Operated by OCLC Research, it provides access to descriptions of
-        documents, personal papers, family histories, and other archival materials
-        held by over 1,400 archives, libraries, museums, and historical societies,
-        primarily in the United States.
-      geographic_scope:
-        - "US"
-        - "GLOBAL"
-      thematic_scope:
-        - "Archival materials"
-        - "Personal papers"
-        - "Family histories"
-        - "Historical documents"
-        - "Finding aids"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/cooperative/oclc"
-      metadata_standards:
-        - "MARC21"
-        - "EAD"
-        - "HTML finding aids"
-        - "PDF finding aids"
-      portal_language:
-        - "en"
-      launch_date: "2012-01-01"
-      portal_status: "ACTIVE"
-      record_count: 7000000
-      participating_institutions: 1400
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/us/dpla"
-      portal_name: "Digital Public Library of America"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://dp.la"
-      portal_description: |
-        The Digital Public Library of America (DPLA) is a platform providing free
-        access to millions of photographs, manuscripts, books, sounds, moving
-        images, and other materials from libraries, archives, museums, and other
-        cultural heritage institutions across the United States. It operates
-        through a network of regional and thematic hubs.
-      geographic_scope:
-        - "US"
-      thematic_scope:
-        - "American cultural heritage"
-        - "Libraries"
-        - "Archives"
-        - "Museums"
-        - "Historical societies"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/nonprofit/dpla-org"
-      metadata_standards:
-        - "DPLA MAP (Metadata Application Profile)"
-        - "Dublin Core"
-        - "EDM"
-      api_endpoint: "https://api.dp.la/"
-      portal_language:
-        - "en"
-      launch_date: "2013-04-18"
-      portal_status: "ACTIVE"
-      record_count: 45000000
-      identifiers:
-        - "http://www.wikidata.org/entity/Q5765826"
-    
-    # ============================================
-    # JAPANESE PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/jp/japan-search"
-      portal_name: "Japan Search"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://jpsearch.go.jp"
-      portal_description: |
-        Japan Search is a national platform for aggregating metadata of digital
-        resources across various fields, operated by the National Diet Library
-        in cooperation with numerous organizations. It connects 111+ databases
-        through one portal, providing integrated access to Japanese cultural
-        and scholarly content. Uses a dual-layered RDF schema with CIDOC-CRM
-        mapping and provides SPARQL endpoint access.
-      geographic_scope:
-        - "JP"
-      thematic_scope:
-        - "Japanese cultural heritage"
-        - "Libraries"
-        - "Archives"
-        - "Museums"
-        - "Research materials"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/ndl-japan"
-      metadata_standards:
-        - "Japan Search RDF Schema"
-        - "Dublin Core"
-        - "CIDOC-CRM"
-        - "Schema.org"
-      sparql_endpoint: "https://jpsearch.go.jp/api/sparql"
-      api_endpoint: "https://jpsearch.go.jp/api/"
-      portal_language:
-        - "ja"
-        - "en"
-      portal_status: "ACTIVE"
-      participating_institutions: 111
-      identifiers:
-        - "http://www.wikidata.org/entity/Q65086096"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/jp/ndl-search"
-      portal_name: "NDL Search"
-      portal_type: LIBRARY_UNION_CATALOG
-      portal_url: "https://ndlsearch.ndl.go.jp"
-      portal_description: |
-        NDL Search is the integrated search service of the National Diet Library
-        of Japan, providing access to materials held by libraries, universities,
-        archives, and museums across Japan. Provides access to books, periodicals,
-        newspapers, dissertations, maps, scores, and digital resources.
-      geographic_scope:
-        - "JP"
-      thematic_scope:
-        - "Japanese libraries"
-        - "Academic materials"
-        - "Books and periodicals"
-        - "Doctoral dissertations"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/ndl-japan"
-      metadata_standards:
-        - "DC-NDL"
-        - "Dublin Core"
-        - "MARC21"
-      portal_language:
-        - "ja"
-        - "en"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q11437208"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/jp/jacar"
-      portal_name: "Japan Center for Asian Historical Records"
-      portal_type: ARCHIVAL_PORTAL
-      portal_url: "https://www.jacar.go.jp"
-      portal_description: |
-        JACAR is an online archive focused on historical documents concerning
-        modern Japanese relations with other countries, particularly within Asia.
-        It contains historical records provided by the National Archives of Japan,
-        the Diplomatic Archives of the Ministry of Foreign Affairs, and the
-        National Institute for Defense Studies of the Ministry of Defense.
-      geographic_scope:
-        - "JP"
-        - "Asia"
-      thematic_scope:
-        - "Japanese diplomatic history"
-        - "Asian historical records"
-        - "Modern Japanese history"
-        - "Military records"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/archives-japan"
-      metadata_standards:
-        - "Dublin Core"
-      portal_language:
-        - "ja"
-        - "en"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q11166802"
-    
-    # ============================================
-    # UK PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/uk/discovery"
-      portal_name: "Discovery"
-      portal_type: ARCHIVAL_PORTAL
-      portal_url: "https://discovery.nationalarchives.gov.uk"
-      portal_description: |
-        Discovery is the UK National Archives' catalogue, providing access to
-        descriptions of over 32 million records held by The National Archives
-        and over 2,500 archives across the UK. It enables researchers to search
-        for government records, private papers, and historical documents.
-      geographic_scope:
-        - "GB"
-      thematic_scope:
-        - "UK government records"
-        - "Historical archives"
-        - "Private papers"
-        - "Court records"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/tna-uk"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/archives-portal-europe"
-      metadata_standards:
-        - "EAD"
-        - "Dublin Core"
-      api_endpoint: "https://discovery.nationalarchives.gov.uk/api/"
-      portal_language:
-        - "en"
-      portal_status: "ACTIVE"
-      record_count: 32000000
-      participating_institutions: 2500
-      identifiers:
-        - "http://www.wikidata.org/entity/Q107422315"
-    
-    # ============================================
-    # GREEK PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/gr/search-culture"
-      portal_name: "SearchCulture.gr"
-      portal_type: NATIONAL_AGGREGATOR
-      portal_url: "https://www.searchculture.gr"
-      portal_description: |
-        SearchCulture.gr is Greece's national aggregator for cultural heritage,
-        operated by the National Documentation Centre (EKT). It provides unified
-        access to digital collections from Greek archives, libraries, museums,
-        and cultural institutions, serving as the Greek hub for Europeana.
-      geographic_scope:
-        - "GR"
-      thematic_scope:
-        - "Greek cultural heritage"
-        - "Archaeological collections"
-        - "Libraries"
-        - "Museums"
-        - "Archives"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/ekt-greece"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "Dublin Core"
-        - "EDM"
-      portal_language:
-        - "el"
-        - "en"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q106548785"
-    
-    # ============================================
-    # HUNGARIAN PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/hu/hungaricana"
-      portal_name: "Hungaricana"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://hungaricana.hu"
-      portal_description: |
-        Hungaricana is Hungary's national cultural heritage portal, providing unified
-        access to digitized content from Hungarian libraries, archives, and museums.
-        Operated by the National Széchényi Library, it includes the Hungarian Electronic
-        Library (MEK), digital newspapers, maps, manuscripts, and archival documents.
-        Features over 25 million pages of digitized content.
-      geographic_scope:
-        - "HU"
-      thematic_scope:
-        - "Hungarian cultural heritage"
-        - "Libraries"
-        - "Archives"
-        - "Maps and manuscripts"
-        - "Historical newspapers"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/oszk-hungary"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "Dublin Core"
-        - "EDM"
-        - "METS/ALTO"
-      portal_language:
-        - "hu"
-        - "en"
-      portal_status: "ACTIVE"
-      record_count: 25000000
-      identifiers:
-        - "http://www.wikidata.org/entity/Q30898347"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/hu/manda"
-      portal_name: "MaNDA - Hungarian National Digital Archive"
-      portal_type: NATIONAL_AGGREGATOR
-      portal_url: "https://mandadb.hu"
-      portal_description: |
-        MaNDA (Magyar Nemzeti Digitális Archívum és Filmintézet) is the Hungarian
-        National Digital Archive and Film Institute, aggregating audiovisual heritage
-        and digital cultural content from Hungarian institutions. It preserves and
-        provides access to Hungarian film heritage, television archives, and multimedia
-        cultural content.
-      geographic_scope:
-        - "HU"
-      thematic_scope:
-        - "Hungarian audiovisual heritage"
-        - "Film archives"
-        - "Television archives"
-        - "Multimedia cultural content"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/manda-hungary"
-      metadata_standards:
-        - "Dublin Core"
-        - "PBCore"
-      portal_language:
-        - "hu"
-        - "en"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q1072839"
-    
-    # ============================================
-    # DANISH PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/dk/kulturarv"
-      portal_name: "Kulturarv.dk - Fund og Fortidsminder"
-      portal_type: NATIONAL_AGGREGATOR
-      portal_url: "https://www.kulturarv.dk/fundogfortidsminder/"
-      portal_description: |
-        Fund og Fortidsminder (Finds and Monuments) is Denmark's national register
-        of archaeological sites and monuments, operated by Slots- og Kulturstyrelsen
-        (Danish Agency for Culture and Palaces). It provides access to information
-        about protected sites, archaeological finds, and cultural heritage locations
-        across Denmark.
-      geographic_scope:
-        - "DK"
-      thematic_scope:
-        - "Archaeological sites"
-        - "Danish monuments"
-        - "Protected heritage sites"
-        - "Cultural landscape"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/slks-denmark"
-      metadata_standards:
-        - "Dublin Core"
-        - "CIDOC-CRM"
-      portal_language:
-        - "da"
-        - "en"
-      portal_status: "ACTIVE"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/dk/museernes-samlinger"
-      portal_name: "Museernes Samlinger"
-      portal_type: MUSEUM_COLLECTION_PORTAL
-      portal_url: "https://www.telemagenta.dk/museumsbasen"
-      portal_description: |
-        Museernes Samlinger provides unified access to collections from Danish
-        museums, containing over 7 million registered objects. Operated by Danish
-        museums collectively, it enables cross-collection search across art,
-        cultural history, and natural history collections from museums throughout
-        Denmark.
-      geographic_scope:
-        - "DK"
-      thematic_scope:
-        - "Danish museum collections"
-        - "Art collections"
-        - "Cultural history"
-        - "Natural history"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/danish-museums"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "LIDO"
-        - "Dublin Core"
-      portal_language:
-        - "da"
-        - "en"
-      portal_status: "ACTIVE"
-      record_count: 7000000
-    
-    # ============================================
-    # SWEDISH PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/se/riksarkivet-digital"
-      portal_name: "Riksarkivet Digital Research Room"
-      portal_type: ARCHIVAL_PORTAL
-      portal_url: "https://sok.riksarkivet.se"
-      portal_description: |
-        The Swedish National Archives (Riksarkivet) Digital Research Room provides
-        access to over 70.5 million scanned archival documents from Swedish archives.
-        It includes church records, court records, military records, and government
-        documents essential for genealogical and historical research in Sweden.
-      geographic_scope:
-        - "SE"
-      thematic_scope:
-        - "Swedish archives"
-        - "Church records"
-        - "Court records"
-        - "Military records"
-        - "Genealogical sources"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/riksarkivet-sweden"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/archives-portal-europe"
-      metadata_standards:
-        - "EAD"
-        - "Dublin Core"
-      portal_language:
-        - "sv"
-        - "en"
-      portal_status: "ACTIVE"
-      record_count: 70500000
-      identifiers:
-        - "http://www.wikidata.org/entity/Q631844"
-    
-    # ============================================
-    # RESEARCH INFRASTRUCTURE PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/eu/dariah"
-      portal_name: "DARIAH-EU"
-      portal_type: RESEARCH_INFRASTRUCTURE_PORTAL
-      portal_url: "https://www.dariah.eu"
-      portal_description: |
-        DARIAH-EU (Digital Research Infrastructure for the Arts and Humanities)
-        is a pan-European research infrastructure supporting digital research
-        practices in the arts and humanities. It provides access to tools,
-        services, and data for digital humanities research across member states.
-      geographic_scope:
-        - "EU"
-      thematic_scope:
-        - "Digital humanities"
-        - "Arts and humanities research"
-        - "Research tools"
-        - "Digital methods"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/consortium/dariah-eric"
-      metadata_standards:
-        - "Dublin Core"
-        - "TEI"
-      portal_language:
-        - "en"
-      portal_status: "ACTIVE"
-      participating_institutions: 19
-      identifiers:
-        - "http://www.wikidata.org/entity/Q1161098"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/eu/ariadne"
-      portal_name: "ARIADNE Research Infrastructure"
-      portal_type: ARCHAEOLOGICAL_PORTAL
-      portal_url: "https://portal.ariadne-infrastructure.eu"
-      portal_description: |
-        ARIADNE (Advanced Research Infrastructure for Archaeological Dataset Networking
-        in Europe) is a pan-European research infrastructure integrating archaeological
-        research data infrastructures. It provides a unified portal for discovering
-        archaeological datasets, fieldwork documentation, and research data from
-        archives, museums, and research institutions across Europe. Features the
-        ARIADNE Portal with faceted search across 4 million+ archaeological resources.
-      geographic_scope:
-        - "EU"
-        - "GLOBAL"
-      thematic_scope:
-        - "Archaeological data"
-        - "Fieldwork documentation"
-        - "Excavation records"
-        - "Archaeological heritage"
-        - "Research data"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/consortium/ariadne"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "Dublin Core"
-        - "CIDOC-CRM"
-        - "AO-CAT (ARIADNE Object Catalog)"
-      api_endpoint: "https://portal.ariadne-infrastructure.eu/api/"
-      portal_language:
-        - "en"
-      portal_status: "ACTIVE"
-      record_count: 4000000
-      participating_institutions: 40
-      identifiers:
-        - "http://www.wikidata.org/entity/Q21044139"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/eu/time-machine"
-      portal_name: "Time Machine Europe"
-      portal_type: RESEARCH_INFRASTRUCTURE_PORTAL
-      portal_url: "https://www.timemachine.eu"
-      portal_description: |
-        Time Machine is a large-scale research initiative building a distributed
-        digital information system mapping European historical, geographical, and
-        cultural resources. It connects 140+ Local Time Machines (city-level digital
-        heritage projects) and develops AI technologies for processing historical
-        documents, maps, and images. Aims to create a "Google Maps for the past"
-        enabling exploration of European history across time and space.
-      geographic_scope:
-        - "EU"
-      thematic_scope:
-        - "Historical mapping"
-        - "Urban history"
-        - "Digital humanities"
-        - "AI for heritage"
-        - "Historical GIS"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/consortium/time-machine-org"
-      metadata_standards:
-        - "Dublin Core"
-        - "IIIF"
-        - "Linked Data"
-      portal_language:
-        - "en"
-      portal_status: "ACTIVE"
-      participating_institutions: 140
-      identifiers:
-        - "http://www.wikidata.org/entity/Q76286957"
-    
-    # ============================================
-    # EUROPEANA THEMATIC AGGREGATORS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/eu/europeana-fashion"
-      portal_name: "Europeana Fashion"
-      portal_type: MUSEUM_COLLECTION_PORTAL
-      portal_url: "https://www.europeana.eu/collections/topic/83-fashion"
-      portal_description: |
-        Europeana Fashion is a thematic aggregator bringing together fashion heritage
-        from European museums, archives, and universities. It provides access to
-        fashion objects, photographs, sketches, videos, and archival materials
-        documenting European fashion history from antiquity to contemporary design.
-        Partners include major fashion museums and design archives across Europe.
-      geographic_scope:
-        - "EU"
-      thematic_scope:
-        - "Fashion heritage"
-        - "Costume history"
-        - "Textile collections"
-        - "Fashion photography"
-        - "Design archives"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/europeana-fashion-consortium"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "EDM"
-        - "LIDO"
-      portal_language:
-        - "en"
-      portal_status: "ACTIVE"
-      participating_institutions: 30
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/eu/europeana-newspapers"
-      portal_name: "Europeana Newspapers"
-      portal_type: NEWSPAPER_DIGITIZATION_PORTAL
-      portal_url: "https://www.europeana.eu/collections/topic/18-newspapers"
-      portal_description: |
-        Europeana Newspapers aggregates digitized historical newspapers from European
-        national and research libraries. The collection includes millions of newspaper
-        pages with full-text search enabled through OCR processing. Features ALTO XML
-        for text coordinates and supports advanced search across multiple languages
-        and time periods.
-      geographic_scope:
-        - "EU"
-      thematic_scope:
-        - "Historical newspapers"
-        - "Press history"
-        - "Periodicals"
-        - "News archives"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/network/europeana-newspapers-consortium"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "EDM"
-        - "ALTO XML"
-        - "METS"
-      portal_language:
-        - "en"
-      portal_status: "ACTIVE"
-      record_count: 40000000
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/eu/carare"
-      portal_name: "CARARE"
-      portal_type: ARCHAEOLOGICAL_PORTAL
-      portal_url: "https://www.carare.eu"
-      portal_description: |
-        CARARE (Connecting Archaeology and Architecture in Europeana) is a thematic
-        aggregator for 3D and Virtual Reality content representing European
-        archaeological monuments, historic buildings, and cultural landscapes.
-        It enables the discovery of 3D models, virtual reconstructions, and
-        documentation of archaeological sites and architectural heritage across
-        Europe.
-      geographic_scope:
-        - "EU"
-      thematic_scope:
-        - "Archaeological heritage"
-        - "Architectural heritage"
-        - "3D models"
-        - "Virtual reality"
-        - "Cultural landscapes"
-        - "Monument documentation"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/consortium/carare"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/eu/europeana"
-      metadata_standards:
-        - "CARARE metadata schema"
-        - "EDM"
-        - "CIDOC-CRM"
-      portal_language:
-        - "en"
-      portal_status: "ACTIVE"
-      participating_institutions: 40
-      identifiers:
-        - "http://www.wikidata.org/entity/Q60737985"
-    
-    # ============================================
-    # MIDDLE EAST AND NORTH AFRICA PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/mena/dlme"
-      portal_name: "Digital Library of the Middle East"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://dlme.clir.org"
-      portal_description: |
-        The Digital Library of the Middle East (DLME) is a federated digital library
-        aggregating and providing access to cultural heritage materials from and about
-        the Middle East and North Africa. Developed by CLIR (Council on Library and
-        Information Resources) and Stanford Libraries, it brings together collections
-        from institutions worldwide that hold MENA-related materials. The platform
-        emphasizes endangered heritage and materials at risk due to conflict or instability.
-      geographic_scope:
-        - "MENA"
-        - "GLOBAL"
-      thematic_scope:
-        - "Middle Eastern heritage"
-        - "North African heritage"
-        - "Islamic manuscripts"
-        - "Archaeological records"
-        - "Endangered heritage"
-        - "Conflict zone materials"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/consortium/clir-stanford"
-      metadata_standards:
-        - "Dublin Core"
-        - "IIIF"
-        - "EDM"
-      api_endpoint: "https://dlme.clir.org/api/"
-      portal_language:
-        - "en"
-        - "ar"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q65082844"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/qa/qdl"
-      portal_name: "Qatar Digital Library"
-      portal_type: DIGITAL_LIBRARY_PORTAL
-      portal_url: "https://www.qdl.qa"
-      portal_description: |
-        The Qatar Digital Library (QDL) is a partnership between Qatar Foundation and
-        the British Library, providing free online access to a vast collection of
-        historical materials relating to Gulf history, Arabic science, and the
-        British Empire's engagement with the region. It includes over 300,000 pages
-        of historical records, maps, photographs, and sound recordings. The portal
-        offers fully bilingual access in Arabic and English with advanced search
-        capabilities and educational resources.
-      geographic_scope:
-        - "QA"
-        - "Arabian Gulf"
-        - "GB"
-      thematic_scope:
-        - "Gulf history"
-        - "Arabic manuscripts"
-        - "British India Office records"
-        - "Historical maps"
-        - "Arabic science and medicine"
-        - "Colonial correspondence"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/partnership/qf-bl"
-      metadata_standards:
-        - "Dublin Core"
-        - "MODS"
-        - "IIIF"
-      portal_language:
-        - "ar"
-        - "en"
-      portal_status: "ACTIVE"
-      record_count: 300000
-      identifiers:
-        - "http://www.wikidata.org/entity/Q21994366"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/eg/bibliotheca-alexandrina"
-      portal_name: "Bibliotheca Alexandrina Digital Collections"
-      portal_type: DIGITAL_LIBRARY_PORTAL
-      portal_url: "https://www.bibalex.org/en/page/digital"
-      portal_description: |
-        The Bibliotheca Alexandrina in Alexandria, Egypt provides digital access to
-        Egyptian and Arab heritage through multiple portals including DAR (Digital
-        Assets Repository), the Arabic Calligraphy Center, and collaborative projects
-        like the World Digital Library. As a partner in UNESCO and IFLA initiatives,
-        it serves as a major hub for preserving and digitizing Arab cultural heritage,
-        with particular strength in Arabic manuscripts, rare books, and Egyptian
-        historical materials.
-      geographic_scope:
-        - "EG"
-        - "Arab World"
-      thematic_scope:
-        - "Egyptian heritage"
-        - "Arabic manuscripts"
-        - "Arabic calligraphy"
-        - "Mediterranean history"
-        - "Rare books"
-        - "Scientific heritage"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/bibliotheca-alexandrina"
-      aggregated_by:
-        - "https://nde.nl/ontology/hc/portal/global/wdl"
-      metadata_standards:
-        - "Dublin Core"
-        - "MARC21"
-      portal_language:
-        - "ar"
-        - "en"
-        - "fr"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q188633"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/ae/agda"
-      portal_name: "Arabian Gulf Digital Archive"
-      portal_type: ARCHIVAL_PORTAL
-      portal_url: "https://agda.ae"
-      portal_description: |
-        The Arabian Gulf Digital Archive (AGDA) is a partnership between the UAE
-        National Archives and The National Archives of the United Kingdom, providing
-        access to primary source materials about the history of the Arabian Gulf region.
-        It contains digitized historical documents, maps, photographs, and correspondence
-        from British India Office records, offering essential resources for understanding
-        the political, economic, and social history of the Gulf states from the 18th
-        century onwards.
-      geographic_scope:
-        - "AE"
-        - "Arabian Gulf"
-        - "GB"
-      thematic_scope:
-        - "Gulf history"
-        - "UAE history"
-        - "British imperial records"
-        - "Pearl diving industry"
-        - "Oil concessions"
-        - "Treaty relations"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/partnership/uae-na-tna"
-      metadata_standards:
-        - "EAD"
-        - "Dublin Core"
-      portal_language:
-        - "en"
-        - "ar"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q107442635"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/fr/bibliotheques-orient"
-      portal_name: "Bibliothèques d'Orient"
-      portal_type: DIGITAL_LIBRARY_PORTAL
-      portal_url: "https://heritage.bnf.fr/bibliothequesorient"
-      portal_description: |
-        Bibliothèques d'Orient is a shared heritage digital library operated by the
-        Bibliothèque nationale de France (BnF) in partnership with major research
-        libraries across the Middle East. It provides access to digitized manuscripts,
-        rare books, photographs, maps, and archival materials documenting the cultural
-        and intellectual exchange between France and the Middle East. Partners include
-        libraries in Lebanon, Egypt, Turkey, and other countries in the region.
-      geographic_scope:
-        - "FR"
-        - "MENA"
-        - "LB"
-        - "EG"
-        - "TR"
-      thematic_scope:
-        - "Shared heritage"
-        - "French-Oriental relations"
-        - "Oriental manuscripts"
-        - "Photography history"
-        - "Archaeological expeditions"
-        - "Travel literature"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/bnf"
-      metadata_standards:
-        - "Dublin Core"
-        - "IIIF"
-      portal_language:
-        - "fr"
-        - "en"
-        - "ar"
-      portal_status: "ACTIVE"
-      participating_institutions: 10
-    
-    # ============================================
-    # SOUTHEAST ASIA PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/asean/achda"
-      portal_name: "ASEAN Cultural Heritage Digital Archive"
-      portal_type: REGIONAL_AGGREGATOR
-      portal_url: "https://heritage.asean.org"
-      portal_description: |
-        The ASEAN Cultural Heritage Digital Archive (ACHDA) is a regional platform
-        aggregating cultural heritage content from the ten ASEAN member states
-        (Brunei, Cambodia, Indonesia, Laos, Malaysia, Myanmar, Philippines, Singapore,
-        Thailand, Vietnam). Launched in 2020 with support from the ASEAN-Japan Centre,
-        it provides unified access to cultural artifacts, intangible heritage records,
-        historical documents, and traditional knowledge from across Southeast Asia.
-      geographic_scope:
-        - "BN"
-        - "KH"
-        - "ID"
-        - "LA"
-        - "MY"
-        - "MM"
-        - "PH"
-        - "SG"
-        - "TH"
-        - "VN"
-      thematic_scope:
-        - "Southeast Asian heritage"
-        - "ASEAN cultural heritage"
-        - "Intangible heritage"
-        - "Traditional crafts"
-        - "Archaeological sites"
-        - "Historical monuments"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/intergovernmental/asean-secretariat"
-      metadata_standards:
-        - "Dublin Core"
-      portal_language:
-        - "en"
-      launch_date: "2020-01-01"
-      portal_status: "ACTIVE"
-      participating_institutions: 10
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/sg/nlb-digital"
-      portal_name: "National Library Board Singapore - Digital Resources"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://www.nlb.gov.sg/main/home"
-      portal_description: |
-        The National Library Board (NLB) of Singapore provides integrated digital
-        access to Singapore's documentary heritage through multiple platforms including
-        the National Library Online, NewspaperSG (historical newspapers), Archives Online,
-        Singapore Infopedia (encyclopedia), and BookSG (digitized rare publications).
-        NLB aggregates content from public libraries, the National Library, and the
-        National Archives of Singapore under a unified discovery layer.
-      geographic_scope:
-        - "SG"
-        - "SEA"
-      thematic_scope:
-        - "Singapore heritage"
-        - "Historical newspapers"
-        - "Government archives"
-        - "Rare books"
-        - "Oral history"
-        - "Southeast Asian studies"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/nlb-singapore"
-      metadata_standards:
-        - "Dublin Core"
-        - "MARC21"
-        - "EAD"
-      portal_language:
-        - "en"
-        - "zh"
-        - "ms"
-        - "ta"
-      portal_status: "ACTIVE"
-      identifiers:
-        - "http://www.wikidata.org/entity/Q4711301"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/sg/newspapersg"
-      portal_name: "NewspaperSG"
-      portal_type: NEWSPAPER_DIGITIZATION_PORTAL
-      portal_url: "https://eresources.nlb.gov.sg/newspapers"
-      portal_description: |
-        NewspaperSG is an online archive of Singapore and Malayan newspapers published
-        since 1831. Operated by the National Library Board of Singapore, it provides
-        full-text search across hundreds of newspaper titles in multiple languages
-        (English, Chinese, Malay, Tamil). The collection includes The Straits Times,
-        Singapore Free Press, and other historically significant publications documenting
-        Singapore's development from colonial port to modern nation.
-      geographic_scope:
-        - "SG"
-        - "MY"
-      thematic_scope:
-        - "Singapore newspapers"
-        - "Malayan newspapers"
-        - "Colonial press history"
-        - "Multilingual journalism"
-        - "Singapore history"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/nlb-singapore"
-      metadata_standards:
-        - "Dublin Core"
-        - "ALTO XML"
-      portal_language:
-        - "en"
-        - "zh"
-        - "ms"
-        - "ta"
-      portal_status: "ACTIVE"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/id/indonesia-onesearch"
-      portal_name: "Indonesia OneSearch"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://onesearch.id"
-      portal_description: |
-        Indonesia OneSearch is the national aggregator for Indonesian libraries, archives,
-        and museums, providing unified search across 12.8 million records from hundreds
-        of institutions. Operated by the National Library of Indonesia (Perpustakaan
-        Nasional Republik Indonesia), it connects university libraries, public libraries,
-        special libraries, and heritage institutions throughout the archipelago. The
-        platform supports OAI-PMH harvesting and serves as Indonesia's gateway to global
-        library networks.
-      geographic_scope:
-        - "ID"
-      thematic_scope:
-        - "Indonesian heritage"
-        - "Academic resources"
-        - "Library holdings"
-        - "Research publications"
-        - "Historical documents"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/perpusnas-indonesia"
-      metadata_standards:
-        - "Dublin Core"
-        - "MARC21"
-      oai_pmh_endpoint: "https://onesearch.id/oai"
-      portal_language:
-        - "id"
-        - "en"
-      portal_status: "ACTIVE"
-      record_count: 12800000
-      identifiers:
-        - "http://www.wikidata.org/entity/Q12519695"
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/sea/seadl"
-      portal_name: "Southeast Asia Digital Library"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://sea.lib.niu.edu"
-      portal_description: |
-        The Southeast Asia Digital Library (SEADL) is a collaborative project between
-        Northern Illinois University (NIU) Libraries and the Center for Research on
-        Mainland Southeast Asia (CORMOSEA). Active since 2005, it provides access to
-        primary sources, scholarly publications, and research materials on all countries
-        of mainland and insular Southeast Asia. The collection includes digitized rare
-        books, maps, photographs, newspapers, and audio-visual materials contributed
-        by partner institutions across the US and Southeast Asia.
-      geographic_scope:
-        - "SEA"
-        - "US"
-      thematic_scope:
-        - "Southeast Asian studies"
-        - "Rare books"
-        - "Historical maps"
-        - "Research materials"
-        - "Area studies"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/consortium/niu-cormosea"
-      metadata_standards:
-        - "Dublin Core"
-        - "MARC21"
-      portal_language:
-        - "en"
-      launch_date: "2005-01-01"
-      portal_status: "ACTIVE"
-    
-    # ============================================
-    # GLOBAL PORTALS
-    # ============================================
-    
-    - portal_id: "https://nde.nl/ontology/hc/portal/global/wdl"
-      portal_name: "World Digital Library"
-      portal_type: CROSS_DOMAIN_AGGREGATOR
-      portal_url: "https://www.loc.gov/collections/world-digital-library"
-      portal_description: |
-        The World Digital Library (WDL) was launched in 2009 by the Library of Congress
-        with support from UNESCO and partner institutions worldwide. It provides free
-        access to manuscripts, maps, rare books, photographs, recordings, and other
-        cultural materials from countries and cultures around the world. Partners include
-        the Bibliotheca Alexandrina, national libraries of Brazil, Egypt, Iraq, Russia,
-        and many others. In 2021, WDL collections were integrated into the LOC main site.
-        Significant for including materials from underrepresented regions and languages.
-      geographic_scope:
-        - "GLOBAL"
-      thematic_scope:
-        - "World heritage"
-        - "Rare manuscripts"
-        - "Cultural treasures"
-        - "Historical documents"
-        - "Multilingual heritage"
-      operated_by: "https://nde.nl/ontology/hc/encompassing-body/national/loc"
-      aggregates_from:
-        - "https://nde.nl/ontology/hc/portal/eg/bibliotheca-alexandrina"
-      metadata_standards:
-        - "Dublin Core"
-        - "MARC21"
-        - "MODS"
-      portal_language:
-        - "en"
-        - "ar"
-        - "zh"
-        - "es"
-        - "fr"
-        - "pt"
-        - "ru"
-      launch_date: "2009-04-21"
-      portal_status: "ACTIVE"
-      participating_institutions: 181
-      identifiers:
-        - "http://www.wikidata.org/entity/Q460003"
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/nl/nde-dataset-register
+  has_label:
+  - NDE Dataset Register
+  has_type:
+  - NATIONAL_AGGREGATOR
+  has_url:
+  - https://datacatalogus.netwerkdigitaalerfgoed.nl
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/nde
+  has_description:
+  - 'The NDE Dataset Register (Datacatalogus) is the central registry for
+
+    Dutch heritage datasets. It provides metadata about datasets from
+
+    archives, libraries, museums, and other heritage institutions,
+
+    enabling discovery and reuse of Dutch cultural heritage data.'
+  has_standard:
+  - Schema.org Dataset
+  - DCAT
+  has_language:
+  - nl
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/nl/archieven-nl
+  has_label:
+  - Archieven.nl
+  has_type:
+  - ARCHIVAL_PORTAL
+  has_url:
+  - https://archieven.nl
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/kvan
+  has_description:
+  - 'Archieven.nl is the Dutch national portal for archival finding aids,
+
+    providing unified search across 80+ Dutch archives. It aggregates
+
+    EAD-encoded finding aids and provides access to digitized archival
+
+    materials. Operated by the Dutch archive community.'
+  has_standard:
+  - EAD (Encoded Archival Description)
+  - EAC-CPF
+  - MDTO
+  has_language:
+  - nl
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/archives-portal-europe
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/nl/openarchieven
+  has_label:
+  - OpenArchieven.nl
+  has_type:
+  - GENEALOGICAL_PORTAL
+  has_url:
+  - https://openarchieven.nl
+  operated_by: []
+  has_description:
+  - 'OpenArchieven.nl provides free access to scanned civil registration,
+
+    parish records, and other genealogical sources from Dutch archives.
+
+    It focuses on making historical records accessible for family history
+
+    research without subscription barriers.'
+  has_language:
+  - nl
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/nl/collectie-nederland
+  has_label:
+  - Collectie Nederland
+  has_type:
+  - MUSEUM_COLLECTION_PORTAL
+  has_url:
+  - https://collectienederland.nl
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/umbrella/rce
+  has_description:
+  - 'Collectie Nederland aggregates museum object metadata from Dutch
+
+    museums, providing unified search across national museum collections.
+
+    It serves as the Dutch hub for museum data flowing to Europeana.'
+  has_standard:
+  - LIDO
+  - EDM (Europeana Data Model)
+  has_language:
+  - nl
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/nl/colonial-collections
+  has_label:
+  - Colonial Collections
+  has_type:
+  - COLONIAL_HERITAGE_PORTAL
+  has_url:
+  - https://datacatalogus.netwerkdigitaalerfgoed.nl/group/colonial-collections
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/nde
+  has_description:
+  - 'Colonial Collections is a thematic portal within the NDE Dataset
+
+    Register focused on colonial history collections and provenance
+
+    research. It aggregates datasets relevant to understanding colonial-era
+
+    heritage and facilitating repatriation discussions.'
+  has_language:
+  - nl
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/nl/atlas-mutual-heritage
+  has_label:
+  - Atlas of Mutual Heritage
+  has_type:
+  - COLONIAL_HERITAGE_PORTAL
+  has_url:
+  - https://www.atlasofmutualheritage.nl
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/umbrella/nationaal-archief
+  has_description:
+  - 'The Atlas of Mutual Heritage provides access to visual materials
+
+    (maps, drawings, paintings) documenting shared colonial history
+
+    between the Netherlands and former colonial territories. Operated
+
+    by the Nationaal Archief and RCE.'
+  has_language:
+  - nl
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/nl/termennetwerk
+  has_label:
+  - NDE Termennetwerk
+  has_type:
+  - LINKED_DATA_HUB
+  has_url:
+  - https://termennetwerk.netwerkdigitaalerfgoed.nl
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/nde
+  has_description:
+  - 'The NDE Termennetwerk (Term Network) provides linked data access
+
+    to controlled vocabularies and authority files used by Dutch
+
+    heritage institutions. It enables semantic enrichment and
+
+    cross-collection discovery through shared terminology.'
+  has_standard:
+  - SKOS
+  - RDF
+  has_language:
+  - nl
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/de/ddb
+  has_label:
+  - Deutsche Digitale Bibliothek
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://www.deutsche-digitale-bibliothek.de
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/ddb-koordination
+  has_description:
+  - 'Deutsche Digitale Bibliothek (DDB) is Germany''s national aggregator
+
+    for cultural heritage, providing unified access to digitized
+
+    materials from archives, libraries, museums, and research
+
+    institutions. It serves as the German hub for Europeana.'
+  has_standard:
+  - EDM (Europeana Data Model)
+  - Dublin Core
+  - METS/MODS
+  has_language:
+  - de
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/de/archivportal-d
+  has_label:
+  - Archivportal-D
+  has_type:
+  - ARCHIVAL_PORTAL
+  has_url:
+  - https://www.archivportal-d.de
+  operated_by: []
+  has_description:
+  - 'Archivportal-D is the German national portal for archival finding
+
+    aids, aggregating EAD descriptions from German federal, state,
+
+    municipal, and ecclesiastical archives.'
+  has_standard:
+  - EAD
+  - EAC-CPF
+  has_language:
+  - de
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/de/ddb
+  - https://nde.nl/ontology/hc/portal/eu/archives-portal-europe
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/de/leo-bw
+  has_label:
+  - LEO-BW
+  has_type:
+  - REGIONAL_AGGREGATOR
+  has_url:
+  - https://www.leo-bw.de
+  operated_by: []
+  has_description:
+  - "LEO-BW (Landeskunde entdecken online Baden-W\xFCrttemberg) is the\nregional cultural heritage portal for Baden-W\xFCrttemberg, providing\naccess to regional history, culture, and heritage materials."
+  has_language:
+  - de
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/de/ddb
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/de/bavarikon
+  has_label:
+  - bavarikon
+  has_type:
+  - REGIONAL_AGGREGATOR
+  has_url:
+  - https://www.bavarikon.de
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/umbrella/bayerische-staatsbibliothek
+  has_description:
+  - 'bavarikon is Bavaria''s cultural heritage portal, providing access
+
+    to digitized materials from Bavarian archives, libraries, and
+
+    museums. It showcases Bavarian cultural treasures and regional
+
+    heritage.'
+  has_language:
+  - de
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/de/ddb
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+  has_label:
+  - Europeana
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://www.europeana.eu
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/europeana-foundation
+  has_description:
+  - 'Europeana is the European Union''s digital platform for cultural
+
+    heritage, providing access to over 50 million digitised items from
+
+    European museums, galleries, libraries, and archives. It serves as
+
+    the pan-European aggregator of national and thematic aggregators.'
+  has_standard:
+  - EDM (Europeana Data Model)
+  - Dublin Core
+  has_language:
+  - en
+  - de
+  - fr
+  - nl
+  - es
+  - it
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/eu/archives-portal-europe
+  has_label:
+  - Archives Portal Europe
+  has_type:
+  - ARCHIVAL_PORTAL
+  has_url:
+  - https://www.archivesportaleurope.net
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/apef
+  has_description:
+  - 'Archives Portal Europe (APE) provides unified access to archival
+
+    finding aids from European national and regional archives. It
+
+    aggregates EAD descriptions from participating countries and
+
+    provides cross-border archival discovery.'
+  has_standard:
+  - EAD
+  - EAC-CPF
+  - RiC-O (emerging)
+  has_language:
+  - en
+  - de
+  - fr
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/eu/monasterium
+  has_label:
+  - Monasterium.net
+  has_type:
+  - MONASTIC_HERITAGE_PORTAL
+  has_url:
+  - https://monasterium.net
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/consortium/icarus
+  has_description:
+  - 'Monasterium.net is the virtual archive for medieval and early modern
+
+    charters from European monasteries and other sources. It provides
+
+    access to digitized diplomatic documents with scholarly transcriptions
+
+    and annotations.'
+  has_standard:
+  - CEI (Charters Encoding Initiative)
+  - TEI
+  has_language:
+  - de
+  - en
+  - it
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/global/worldcat
+  has_label:
+  - WorldCat
+  has_type:
+  - LIBRARY_UNION_CATALOG
+  has_url:
+  - https://www.worldcat.org
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/cooperative/oclc
+  has_description:
+  - 'WorldCat is the world''s largest network of library content and
+
+    services, operated by OCLC. It contains bibliographic records from
+
+    libraries worldwide, enabling discovery and interlibrary loan.'
+  has_standard:
+  - MARC21
+  - Dublin Core
+  - Schema.org
+  has_language:
+  - en
+  - de
+  - fr
+  - nl
+  - zh
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/fr/gallica
+  has_label:
+  - Gallica
+  has_type:
+  - DIGITAL_LIBRARY_PORTAL
+  has_url:
+  - https://gallica.bnf.fr
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/bnf
+  has_description:
+  - "Gallica is the digital library of the Biblioth\xE8que nationale de France\n(BnF) and the national aggregator for collections held in French cultural\nheritage institutions. It provides access to over 10 million digitised\ndocuments including books, newspapers, manuscripts, maps, photographs,\nengravings, and sound recordings. Gallica offers Gallica Vanilla, an\ninfrastructure allowing partner institutions to create their own digital\nlibraries. Founded in 1997."
+  has_standard:
+  - Dublin Core
+  - MARC21
+  - IIIF
+  has_language:
+  - fr
+  - en
+  - es
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/it/cultura-italia
+  has_label:
+  - CulturaItalia
+  has_type:
+  - NATIONAL_AGGREGATOR
+  has_url:
+  - http://www.culturaitalia.it
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/iccu
+  has_description:
+  - 'CulturaItalia is the national aggregator for Italian cultural heritage,
+
+    managed by the Central Institute for the Union Catalogue of Italian
+
+    Libraries (ICCU) of the Italian Ministry of Culture. It provides access
+
+    to over 3.4 million digital objects from more than 600 Italian cultural
+
+    heritage institutions. CulturaItalia offers a Linked Open Data section
+
+    (dati.culturaitalia.it) with CIDOC-CRM mapped metadata and SPARQL access.'
+  has_standard:
+  - PICO Application Profile
+  - Dublin Core
+  - EDM
+  - CIDOC-CRM
+  has_language:
+  - it
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/it/internet-culturale
+  has_label:
+  - Internet Culturale
+  has_type:
+  - DIGITAL_LIBRARY_PORTAL
+  has_url:
+  - https://www.internetculturale.it
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/iccu
+  has_description:
+  - 'Internet Culturale provides access to the heritage held by Italian
+
+    public libraries and important cultural institutions. It is a multimedia
+
+    web tool combining bibliographic information and digital library access.
+
+    Operated by ICCU, it aggregates content from the Italian Library Service
+
+    (SBN) and offers itineraries, exhibitions, and multimedia resources.'
+  has_standard:
+  - SBN-MARC
+  - Dublin Core
+  - MAG
+  has_language:
+  - it
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/es/hispana
+  has_label:
+  - Hispana
+  has_type:
+  - NATIONAL_AGGREGATOR
+  has_url:
+  - https://hispana.mcu.es
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/mcu-spain
+  has_description:
+  - 'Hispana is the access portal to Spanish digital heritage and the national
+
+    content aggregator to Europeana. It brings together digital collections
+
+    from Spanish archives, libraries, museums, and other cultural heritage
+
+    institutions. Hispana aggregates institutional repositories of Spanish
+
+    universities and digital libraries of the Autonomous Communities.
+
+    Operational since March 2006.'
+  has_standard:
+  - Dublin Core
+  - EDM
+  has_language:
+  - es
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/es/pares
+  has_label:
+  - PARES
+  has_type:
+  - ARCHIVAL_PORTAL
+  has_url:
+  - https://pares.cultura.gob.es
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/subdg-archivos-estatales
+  has_description:
+  - "PARES (Portal de Archivos Espa\xF1oles) is the Spanish National Archives\nportal providing access to digitised documents from Spanish state archives.\nIt includes materials from the Archivo General de Indias, Archivo Hist\xF3rico\nNacional, and other major Spanish archives. Features PARES HTR for\nhandwritten text recognition."
+  has_standard:
+  - EAD
+  - Dublin Core
+  has_language:
+  - es
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+  - https://nde.nl/ontology/hc/portal/eu/archives-portal-europe
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/nordic/digitalt-museum
+  has_label:
+  - DigitaltMuseum
+  has_type:
+  - MUSEUM_COLLECTION_PORTAL
+  has_url:
+  - https://digitaltmuseum.org
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/cooperative/kulturit
+  has_description:
+  - 'DigitaltMuseum is a shared museum collection portal for Norway and Sweden,
+
+    providing access to over 5 million photographs and 4 million objects from
+
+    343+ museums. Developed by KulturIT, it connects to the Primus collection
+
+    management system. Many images are in public domain or Creative Commons
+
+    licenses. Features API access since 2012.'
+  has_standard:
+  - Dublin Core
+  - LIDO
+  has_language:
+  - 'no'
+  - sv
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/no/arkivportalen
+  has_label:
+  - Arkivportalen
+  has_type:
+  - ARCHIVAL_PORTAL
+  has_url:
+  - https://arkivportalen.no
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/arkivverket
+  has_description:
+  - 'Arkivportalen is the Norwegian national portal for archival finding aids,
+
+    enabling searches across the catalogues of Norwegian archives. It provides
+
+    information about which historical archives and documents are held in
+
+    Norway''s archival institutions.'
+  has_standard:
+  - EAD
+  - NOARK
+  has_language:
+  - 'no'
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/archives-portal-europe
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/no/digitalarkivet
+  has_label:
+  - Digitalarkivet
+  has_type:
+  - GENEALOGICAL_PORTAL
+  has_url:
+  - https://arkivverket.no/Digitalarkivet
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/arkivverket
+  has_description:
+  - 'Digitalarkivet is the National Archival Services of Norway''s source website
+
+    for genealogical and historical research. It provides access to parish
+
+    registers, census returns, mortgage registers, and other primary sources
+
+    essential for family history research in Norway.'
+  has_language:
+  - 'no'
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/pl/polona
+  has_label:
+  - Polona
+  has_type:
+  - DIGITAL_LIBRARY_PORTAL
+  has_url:
+  - https://polona.pl
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/bn-poland
+  has_description:
+  - 'Polona is one of the most modern digital libraries in the world and the
+
+    largest library of its kind in Poland. Operated by the National Library
+
+    of Poland, it provides access to digitised resources including books,
+
+    early printed books, manuscripts, graphics, maps, scores, photographs,
+
+    and posters. Contains treasures like the Chronicle of Gallus Anonymus
+
+    and manuscripts by Mickiewicz and Chopin.'
+  has_standard:
+  - Dublin Core
+  - IIIF
+  has_language:
+  - pl
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/pl/fbc
+  has_label:
+  - Federacja Bibliotek Cyfrowych (FBC)
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://fbc.pionier.net.pl
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/pionier
+  has_description:
+  - 'Federacja Bibliotek Cyfrowych (Digital Libraries Federation) is the only
+
+    national cross-domain aggregator in Poland, currently working with over
+
+    130 Polish data providers. It aggregates 8 million objects from digital
+
+    libraries, digital museums, and institutional repositories. FBC is one
+
+    of the largest aggregators for Europeana, providing over 2.1 million
+
+    records. Features music search capability.'
+  has_standard:
+  - Dublin Core
+  - EDM
+  has_language:
+  - pl
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/au/trove
+  has_label:
+  - Trove
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://trove.nla.gov.au
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/nla-australia
+  has_description:
+  - 'Trove is a free online discovery platform operated by the National Library
+
+    of Australia, aggregating and providing access to digitised collections
+
+    from hundreds of partner institutions across Australia including libraries,
+
+    universities, museums, galleries, and archives. Launched in 2009, it
+
+    provides access to millions of items including over 1,000 newspaper and
+
+    gazette titles spanning more than two centuries. Features community-
+
+    contributed text corrections and collaborative digitization.'
+  has_standard:
+  - Dublin Core
+  - MARC21
+  - EAD
+  has_language:
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/us/archive-grid
+  has_label:
+  - ArchiveGrid
+  has_type:
+  - ARCHIVAL_PORTAL
+  has_url:
+  - https://researchworks.oclc.org/archivegrid/
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/cooperative/oclc
+  has_description:
+  - 'ArchiveGrid is a collection of over 7 million archival material descriptions
+
+    including MARC records from WorldCat and finding aids harvested from the
+
+    web. Operated by OCLC Research, it provides access to descriptions of
+
+    documents, personal papers, family histories, and other archival materials
+
+    held by over 1,400 archives, libraries, museums, and historical societies,
+
+    primarily in the United States.'
+  has_standard:
+  - MARC21
+  - EAD
+  - HTML finding aids
+  - PDF finding aids
+  has_language:
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/us/dpla
+  has_label:
+  - Digital Public Library of America
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://dp.la
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/nonprofit/dpla-org
+  has_description:
+  - 'The Digital Public Library of America (DPLA) is a platform providing free
+
+    access to millions of photographs, manuscripts, books, sounds, moving
+
+    images, and other materials from libraries, archives, museums, and other
+
+    cultural heritage institutions across the United States. It operates
+
+    through a network of regional and thematic hubs.'
+  has_standard:
+  - DPLA MAP (Metadata Application Profile)
+  - Dublin Core
+  - EDM
+  has_language:
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/jp/japan-search
+  has_label:
+  - Japan Search
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://jpsearch.go.jp
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/ndl-japan
+  has_description:
+  - 'Japan Search is a national platform for aggregating metadata of digital
+
+    resources across various fields, operated by the National Diet Library
+
+    in cooperation with numerous organizations. It connects 111+ databases
+
+    through one portal, providing integrated access to Japanese cultural
+
+    and scholarly content. Uses a dual-layered RDF schema with CIDOC-CRM
+
+    mapping and provides SPARQL endpoint access.'
+  has_standard:
+  - Japan Search RDF Schema
+  - Dublin Core
+  - CIDOC-CRM
+  - Schema.org
+  has_language:
+  - ja
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/jp/ndl-search
+  has_label:
+  - NDL Search
+  has_type:
+  - LIBRARY_UNION_CATALOG
+  has_url:
+  - https://ndlsearch.ndl.go.jp
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/ndl-japan
+  has_description:
+  - 'NDL Search is the integrated search service of the National Diet Library
+
+    of Japan, providing access to materials held by libraries, universities,
+
+    archives, and museums across Japan. Provides access to books, periodicals,
+
+    newspapers, dissertations, maps, scores, and digital resources.'
+  has_standard:
+  - DC-NDL
+  - Dublin Core
+  - MARC21
+  has_language:
+  - ja
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/jp/jacar
+  has_label:
+  - Japan Center for Asian Historical Records
+  has_type:
+  - ARCHIVAL_PORTAL
+  has_url:
+  - https://www.jacar.go.jp
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/archives-japan
+  has_description:
+  - 'JACAR is an online archive focused on historical documents concerning
+
+    modern Japanese relations with other countries, particularly within Asia.
+
+    It contains historical records provided by the National Archives of Japan,
+
+    the Diplomatic Archives of the Ministry of Foreign Affairs, and the
+
+    National Institute for Defense Studies of the Ministry of Defense.'
+  has_standard:
+  - Dublin Core
+  has_language:
+  - ja
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/uk/discovery
+  has_label:
+  - Discovery
+  has_type:
+  - ARCHIVAL_PORTAL
+  has_url:
+  - https://discovery.nationalarchives.gov.uk
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/tna-uk
+  has_description:
+  - 'Discovery is the UK National Archives'' catalogue, providing access to
+
+    descriptions of over 32 million records held by The National Archives
+
+    and over 2,500 archives across the UK. It enables researchers to search
+
+    for government records, private papers, and historical documents.'
+  has_standard:
+  - EAD
+  - Dublin Core
+  has_language:
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/archives-portal-europe
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/gr/search-culture
+  has_label:
+  - SearchCulture.gr
+  has_type:
+  - NATIONAL_AGGREGATOR
+  has_url:
+  - https://www.searchculture.gr
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/ekt-greece
+  has_description:
+  - 'SearchCulture.gr is Greece''s national aggregator for cultural heritage,
+
+    operated by the National Documentation Centre (EKT). It provides unified
+
+    access to digital collections from Greek archives, libraries, museums,
+
+    and cultural institutions, serving as the Greek hub for Europeana.'
+  has_standard:
+  - Dublin Core
+  - EDM
+  has_language:
+  - el
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/hu/hungaricana
+  has_label:
+  - Hungaricana
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://hungaricana.hu
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/oszk-hungary
+  has_description:
+  - "Hungaricana is Hungary's national cultural heritage portal, providing unified\naccess to digitized content from Hungarian libraries, archives, and museums.\nOperated by the National Sz\xE9ch\xE9nyi Library, it includes the Hungarian Electronic\nLibrary (MEK), digital newspapers, maps, manuscripts, and archival documents.\nFeatures over 25 million pages of digitized content."
+  has_standard:
+  - Dublin Core
+  - EDM
+  - METS/ALTO
+  has_language:
+  - hu
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/hu/manda
+  has_label:
+  - MaNDA - Hungarian National Digital Archive
+  has_type:
+  - NATIONAL_AGGREGATOR
+  has_url:
+  - https://mandadb.hu
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/manda-hungary
+  has_description:
+  - "MaNDA (Magyar Nemzeti Digit\xE1lis Arch\xEDvum \xE9s Filmint\xE9zet) is the Hungarian\nNational Digital Archive and Film Institute, aggregating audiovisual heritage\nand digital cultural content from Hungarian institutions. It preserves and\nprovides access to Hungarian film heritage, television archives, and multimedia\ncultural content."
+  has_standard:
+  - Dublin Core
+  - PBCore
+  has_language:
+  - hu
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/dk/kulturarv
+  has_label:
+  - Kulturarv.dk - Fund og Fortidsminder
+  has_type:
+  - NATIONAL_AGGREGATOR
+  has_url:
+  - https://www.kulturarv.dk/fundogfortidsminder/
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/slks-denmark
+  has_description:
+  - 'Fund og Fortidsminder (Finds and Monuments) is Denmark''s national register
+
+    of archaeological sites and monuments, operated by Slots- og Kulturstyrelsen
+
+    (Danish Agency for Culture and Palaces). It provides access to information
+
+    about protected sites, archaeological finds, and cultural heritage locations
+
+    across Denmark.'
+  has_standard:
+  - Dublin Core
+  - CIDOC-CRM
+  has_language:
+  - da
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/dk/museernes-samlinger
+  has_label:
+  - Museernes Samlinger
+  has_type:
+  - MUSEUM_COLLECTION_PORTAL
+  has_url:
+  - https://www.telemagenta.dk/museumsbasen
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/danish-museums
+  has_description:
+  - 'Museernes Samlinger provides unified access to collections from Danish
+
+    museums, containing over 7 million registered objects. Operated by Danish
+
+    museums collectively, it enables cross-collection search across art,
+
+    cultural history, and natural history collections from museums throughout
+
+    Denmark.'
+  has_standard:
+  - LIDO
+  - Dublin Core
+  has_language:
+  - da
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/se/riksarkivet-digital
+  has_label:
+  - Riksarkivet Digital Research Room
+  has_type:
+  - ARCHIVAL_PORTAL
+  has_url:
+  - https://sok.riksarkivet.se
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/riksarkivet-sweden
+  has_description:
+  - 'The Swedish National Archives (Riksarkivet) Digital Research Room provides
+
+    access to over 70.5 million scanned archival documents from Swedish archives.
+
+    It includes church records, court records, military records, and government
+
+    documents essential for genealogical and historical research in Sweden.'
+  has_standard:
+  - EAD
+  - Dublin Core
+  has_language:
+  - sv
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/archives-portal-europe
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/eu/dariah
+  has_label:
+  - DARIAH-EU
+  has_type:
+  - RESEARCH_INFRASTRUCTURE_PORTAL
+  has_url:
+  - https://www.dariah.eu
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/consortium/dariah-eric
+  has_description:
+  - 'DARIAH-EU (Digital Research Infrastructure for the Arts and Humanities)
+
+    is a pan-European research infrastructure supporting digital research
+
+    practices in the arts and humanities. It provides access to tools,
+
+    services, and data for digital humanities research across member states.'
+  has_standard:
+  - Dublin Core
+  - TEI
+  has_language:
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/eu/ariadne
+  has_label:
+  - ARIADNE Research Infrastructure
+  has_type:
+  - ARCHAEOLOGICAL_PORTAL
+  has_url:
+  - https://portal.ariadne-infrastructure.eu
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/consortium/ariadne
+  has_description:
+  - 'ARIADNE (Advanced Research Infrastructure for Archaeological Dataset Networking
+
+    in Europe) is a pan-European research infrastructure integrating archaeological
+
+    research data infrastructures. It provides a unified portal for discovering
+
+    archaeological datasets, fieldwork documentation, and research data from
+
+    archives, museums, and research institutions across Europe. Features the
+
+    ARIADNE Portal with faceted search across 4 million+ archaeological resources.'
+  has_standard:
+  - Dublin Core
+  - CIDOC-CRM
+  - AO-CAT (ARIADNE Object Catalog)
+  has_language:
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/eu/time-machine
+  has_label:
+  - Time Machine Europe
+  has_type:
+  - RESEARCH_INFRASTRUCTURE_PORTAL
+  has_url:
+  - https://www.timemachine.eu
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/consortium/time-machine-org
+  has_description:
+  - 'Time Machine is a large-scale research initiative building a distributed
+
+    digital information system mapping European historical, geographical, and
+
+    cultural resources. It connects 140+ Local Time Machines (city-level digital
+
+    heritage projects) and develops AI technologies for processing historical
+
+    documents, maps, and images. Aims to create a "Google Maps for the past"
+
+    enabling exploration of European history across time and space.'
+  has_standard:
+  - Dublin Core
+  - IIIF
+  - Linked Data
+  has_language:
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana-fashion
+  has_label:
+  - Europeana Fashion
+  has_type:
+  - MUSEUM_COLLECTION_PORTAL
+  has_url:
+  - https://www.europeana.eu/collections/topic/83-fashion
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/europeana-fashion-consortium
+  has_description:
+  - 'Europeana Fashion is a thematic aggregator bringing together fashion heritage
+
+    from European museums, archives, and universities. It provides access to
+
+    fashion objects, photographs, sketches, videos, and archival materials
+
+    documenting European fashion history from antiquity to contemporary design.
+
+    Partners include major fashion museums and design archives across Europe.'
+  has_standard:
+  - EDM
+  - LIDO
+  has_language:
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana-newspapers
+  has_label:
+  - Europeana Newspapers
+  has_type:
+  - NEWSPAPER_DIGITIZATION_PORTAL
+  has_url:
+  - https://www.europeana.eu/collections/topic/18-newspapers
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/network/europeana-newspapers-consortium
+  has_description:
+  - 'Europeana Newspapers aggregates digitized historical newspapers from European
+
+    national and research libraries. The collection includes millions of newspaper
+
+    pages with full-text search enabled through OCR processing. Features ALTO XML
+
+    for text coordinates and supports advanced search across multiple languages
+
+    and time periods.'
+  has_standard:
+  - EDM
+  - ALTO XML
+  - METS
+  has_language:
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/eu/carare
+  has_label:
+  - CARARE
+  has_type:
+  - ARCHAEOLOGICAL_PORTAL
+  has_url:
+  - https://www.carare.eu
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/consortium/carare
+  has_description:
+  - 'CARARE (Connecting Archaeology and Architecture in Europeana) is a thematic
+
+    aggregator for 3D and Virtual Reality content representing European
+
+    archaeological monuments, historic buildings, and cultural landscapes.
+
+    It enables the discovery of 3D models, virtual reconstructions, and
+
+    documentation of archaeological sites and architectural heritage across
+
+    Europe.'
+  has_standard:
+  - CARARE metadata schema
+  - EDM
+  - CIDOC-CRM
+  has_language:
+  - en
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/eu/europeana
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/mena/dlme
+  has_label:
+  - Digital Library of the Middle East
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://dlme.clir.org
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/consortium/clir-stanford
+  has_description:
+  - 'The Digital Library of the Middle East (DLME) is a federated digital library
+
+    aggregating and providing access to cultural heritage materials from and about
+
+    the Middle East and North Africa. Developed by CLIR (Council on Library and
+
+    Information Resources) and Stanford Libraries, it brings together collections
+
+    from institutions worldwide that hold MENA-related materials. The platform
+
+    emphasizes endangered heritage and materials at risk due to conflict or instability.'
+  has_standard:
+  - Dublin Core
+  - IIIF
+  - EDM
+  has_language:
+  - en
+  - ar
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/qa/qdl
+  has_label:
+  - Qatar Digital Library
+  has_type:
+  - DIGITAL_LIBRARY_PORTAL
+  has_url:
+  - https://www.qdl.qa
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/partnership/qf-bl
+  has_description:
+  - 'The Qatar Digital Library (QDL) is a partnership between Qatar Foundation and
+
+    the British Library, providing free online access to a vast collection of
+
+    historical materials relating to Gulf history, Arabic science, and the
+
+    British Empire''s engagement with the region. It includes over 300,000 pages
+
+    of historical records, maps, photographs, and sound recordings. The portal
+
+    offers fully bilingual access in Arabic and English with advanced search
+
+    capabilities and educational resources.'
+  has_standard:
+  - Dublin Core
+  - MODS
+  - IIIF
+  has_language:
+  - ar
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/eg/bibliotheca-alexandrina
+  has_label:
+  - Bibliotheca Alexandrina Digital Collections
+  has_type:
+  - DIGITAL_LIBRARY_PORTAL
+  has_url:
+  - https://www.bibalex.org/en/page/digital
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/bibliotheca-alexandrina
+  has_description:
+  - 'The Bibliotheca Alexandrina in Alexandria, Egypt provides digital access to
+
+    Egyptian and Arab heritage through multiple portals including DAR (Digital
+
+    Assets Repository), the Arabic Calligraphy Center, and collaborative projects
+
+    like the World Digital Library. As a partner in UNESCO and IFLA initiatives,
+
+    it serves as a major hub for preserving and digitizing Arab cultural heritage,
+
+    with particular strength in Arabic manuscripts, rare books, and Egyptian
+
+    historical materials.'
+  has_standard:
+  - Dublin Core
+  - MARC21
+  has_language:
+  - ar
+  - en
+  - fr
+  aggregated_by:
+  - https://nde.nl/ontology/hc/portal/global/wdl
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/ae/agda
+  has_label:
+  - Arabian Gulf Digital Archive
+  has_type:
+  - ARCHIVAL_PORTAL
+  has_url:
+  - https://agda.ae
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/partnership/uae-na-tna
+  has_description:
+  - 'The Arabian Gulf Digital Archive (AGDA) is a partnership between the UAE
+
+    National Archives and The National Archives of the United Kingdom, providing
+
+    access to primary source materials about the history of the Arabian Gulf region.
+
+    It contains digitized historical documents, maps, photographs, and correspondence
+
+    from British India Office records, offering essential resources for understanding
+
+    the political, economic, and social history of the Gulf states from the 18th
+
+    century onwards.'
+  has_standard:
+  - EAD
+  - Dublin Core
+  has_language:
+  - en
+  - ar
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/fr/bibliotheques-orient
+  has_label:
+  - "Biblioth\xE8ques d'Orient"
+  has_type:
+  - DIGITAL_LIBRARY_PORTAL
+  has_url:
+  - https://heritage.bnf.fr/bibliothequesorient
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/bnf
+  has_description:
+  - "Biblioth\xE8ques d'Orient is a shared heritage digital library operated by the\nBiblioth\xE8que nationale de France (BnF) in partnership with major research\nlibraries across the Middle East. It provides access to digitized manuscripts,\nrare books, photographs, maps, and archival materials documenting the cultural\nand intellectual exchange between France and the Middle East. Partners include\nlibraries in Lebanon, Egypt, Turkey, and other countries in the region."
+  has_standard:
+  - Dublin Core
+  - IIIF
+  has_language:
+  - fr
+  - en
+  - ar
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/asean/achda
+  has_label:
+  - ASEAN Cultural Heritage Digital Archive
+  has_type:
+  - REGIONAL_AGGREGATOR
+  has_url:
+  - https://heritage.asean.org
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/intergovernmental/asean-secretariat
+  has_description:
+  - 'The ASEAN Cultural Heritage Digital Archive (ACHDA) is a regional platform
+
+    aggregating cultural heritage content from the ten ASEAN member states
+
+    (Brunei, Cambodia, Indonesia, Laos, Malaysia, Myanmar, Philippines, Singapore,
+
+    Thailand, Vietnam). Launched in 2020 with support from the ASEAN-Japan Centre,
+
+    it provides unified access to cultural artifacts, intangible heritage records,
+
+    historical documents, and traditional knowledge from across Southeast Asia.'
+  has_standard:
+  - Dublin Core
+  has_language:
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/sg/nlb-digital
+  has_label:
+  - National Library Board Singapore - Digital Resources
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://www.nlb.gov.sg/main/home
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/nlb-singapore
+  has_description:
+  - 'The National Library Board (NLB) of Singapore provides integrated digital
+
+    access to Singapore''s documentary heritage through multiple platforms including
+
+    the National Library Online, NewspaperSG (historical newspapers), Archives Online,
+
+    Singapore Infopedia (encyclopedia), and BookSG (digitized rare publications).
+
+    NLB aggregates content from public libraries, the National Library, and the
+
+    National Archives of Singapore under a unified discovery layer.'
+  has_standard:
+  - Dublin Core
+  - MARC21
+  - EAD
+  has_language:
+  - en
+  - zh
+  - ms
+  - ta
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/sg/newspapersg
+  has_label:
+  - NewspaperSG
+  has_type:
+  - NEWSPAPER_DIGITIZATION_PORTAL
+  has_url:
+  - https://eresources.nlb.gov.sg/newspapers
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/nlb-singapore
+  has_description:
+  - 'NewspaperSG is an online archive of Singapore and Malayan newspapers published
+
+    since 1831. Operated by the National Library Board of Singapore, it provides
+
+    full-text search across hundreds of newspaper titles in multiple languages
+
+    (English, Chinese, Malay, Tamil). The collection includes The Straits Times,
+
+    Singapore Free Press, and other historically significant publications documenting
+
+    Singapore''s development from colonial port to modern nation.'
+  has_standard:
+  - Dublin Core
+  - ALTO XML
+  has_language:
+  - en
+  - zh
+  - ms
+  - ta
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/id/indonesia-onesearch
+  has_label:
+  - Indonesia OneSearch
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://onesearch.id
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/perpusnas-indonesia
+  has_description:
+  - 'Indonesia OneSearch is the national aggregator for Indonesian libraries, archives,
+
+    and museums, providing unified search across 12.8 million records from hundreds
+
+    of institutions. Operated by the National Library of Indonesia (Perpustakaan
+
+    Nasional Republik Indonesia), it connects university libraries, public libraries,
+
+    special libraries, and heritage institutions throughout the archipelago. The
+
+    platform supports OAI-PMH harvesting and serves as Indonesia''s gateway to global
+
+    library networks.'
+  has_standard:
+  - Dublin Core
+  - MARC21
+  has_language:
+  - id
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/sea/seadl
+  has_label:
+  - Southeast Asia Digital Library
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://sea.lib.niu.edu
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/consortium/niu-cormosea
+  has_description:
+  - 'The Southeast Asia Digital Library (SEADL) is a collaborative project between
+
+    Northern Illinois University (NIU) Libraries and the Center for Research on
+
+    Mainland Southeast Asia (CORMOSEA). Active since 2005, it provides access to
+
+    primary sources, scholarly publications, and research materials on all countries
+
+    of mainland and insular Southeast Asia. The collection includes digitized rare
+
+    books, maps, photographs, newspapers, and audio-visual materials contributed
+
+    by partner institutions across the US and Southeast Asia.'
+  has_standard:
+  - Dublin Core
+  - MARC21
+  has_language:
+  - en
+- identified_by:
+  - https://nde.nl/ontology/hc/portal/global/wdl
+  has_label:
+  - World Digital Library
+  has_type:
+  - CROSS_DOMAIN_AGGREGATOR
+  has_url:
+  - https://www.loc.gov/collections/world-digital-library
+  operated_by:
+  - https://nde.nl/ontology/hc/encompassing-body/national/loc
+  has_description:
+  - 'The World Digital Library (WDL) was launched in 2009 by the Library of Congress
+
+    with support from UNESCO and partner institutions worldwide. It provides free
+
+    access to manuscripts, maps, rare books, photographs, recordings, and other
+
+    cultural materials from countries and cultures around the world. Partners include
+
+    the Bibliotheca Alexandrina, national libraries of Brazil, Egypt, Iraq, Russia,
+
+    and many others. In 2021, WDL collections were integrated into the LOC main site.
+
+    Significant for including materials from underrepresented regions and languages.'
+  has_standard:
+  - Dublin Core
+  - MARC21
+  - MODS
+  has_language:
+  - en
+  - ar
+  - zh
+  - es
+  - fr
+  - pt
+  - ru
diff --git a/frontend/public/schemas/20251121/linkml/identifier_standards_schema.yaml b/frontend/public/schemas/20251121/linkml/identifier_standards_schema.yaml
index f8be7632c2..ec244c5f60 100644
--- a/frontend/public/schemas/20251121/linkml/identifier_standards_schema.yaml
+++ b/frontend/public/schemas/20251121/linkml/identifier_standards_schema.yaml
@@ -82,7 +82,8 @@ imports:
   
   # Shared slots
   - modules/slots/website
-  - modules/slots/20260202_matang/has_email_address
+  - modules/slots/has_email_address
+
   
   # Supporting classes
   - modules/classes/Country
diff --git a/frontend/public/schemas/20251121/linkml/manifest.json b/frontend/public/schemas/20251121/linkml/manifest.json
index 52d18b68b9..2a2e2594a7 100644
--- a/frontend/public/schemas/20251121/linkml/manifest.json
+++ b/frontend/public/schemas/20251121/linkml/manifest.json
@@ -1,5 +1,5 @@
 {
-  "generated": "2026-02-18T10:16:43.406Z",
+  "generated": "2026-02-18T10:29:31.898Z",
   "schemaRoot": "/schemas/20251121/linkml",
   "totalFiles": 2183,
   "categoryCounts": {
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/AcademicArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/AcademicArchiveRecordSetType.yaml
index 207c476f9d..a609a1e9c9 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/AcademicArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/AcademicArchiveRecordSetType.yaml
@@ -6,6 +6,7 @@ prefixes:
   hc: https://nde.nl/ontology/hc/
   schema: http://schema.org/
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
   rico: https://www.ica.org/standards/RiC/ontology#
   wd: http://www.wikidata.org/entity/
 default_prefix: hc
@@ -82,6 +83,20 @@ classes:
       in_language: id
     - literal_form: 学术档案集
       in_language: zh
+    keywords:
+    - academic archives
+    - university records
+    - higher education
+    - tertiary education
+    - academic institutions
+    - educational archives
+    - research records
+    - teaching materials
+    - faculty papers
+    - student records
+    - administrative records
+    - campus documentation
+    - institutional archives
     slot_usage:
       has_type:
         equals_string: "hc:ArchiveOrganizationType"
@@ -90,6 +105,8 @@ classes:
         inlined: true
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - wd:Q27032435
     see_also:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/AccessPolicy.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/AccessPolicy.yaml
index 8cca82306d..e1f04f71c5 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/AccessPolicy.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/AccessPolicy.yaml
@@ -22,6 +22,7 @@ imports:
 - ../slots/has_score
 - ../slots/impose
 - ../slots/has_legal_basis
+- ../slots/has_deadline
 - ../slots/identified_by
 - ../slots/has_label
 - ../slots/pose_condition
@@ -41,13 +42,13 @@ classes:
       id: Kebijakan yang menetapkan ketentuan akses ke koleksi atau bagiannya.
       zh: 规定对馆藏或其组成部分的访问条件的政策。
     structured_aliases:
-    - {literal_form: toegangsbeleid, in_language: nl}
-    - {literal_form: Zugangsrichtlinie, in_language: de}
-    - {literal_form: politique d acces, in_language: fr}
-    - {literal_form: politica de acceso, in_language: es}
-    - {literal_form: سياسة وصول, in_language: ar}
-    - {literal_form: kebijakan akses, in_language: id}
-    - {literal_form: 访问政策, in_language: zh}
+    - {literal_form: toegangsbeleid, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: Zugangsrichtlinie, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: politique d acces, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: politica de acceso, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: سياسة وصول, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: kebijakan akses, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 访问政策, predicate: EXACT_SYNONYM, in_language: zh}
     description: >-
       Conditions under which a collection (or its members) may be accessed,
       including restrictions, requirements, and temporal validity.
@@ -68,12 +69,11 @@ classes:
     - has_deadline
     - restricted_by
     - impose
-    - legal_basis
+    - has_legal_basis
     - identified_by
     - has_label
-    - review_date
-    - rights_statement
-    - rights_statement_url
+    - has_roadmap
+    - has_statement
     - has_score
     - temporal_extent
     slot_usage:
@@ -122,14 +122,10 @@ classes:
           - has_type: AccessCondition
             has_description:
               description_text: Registration form must be completed
-      rights_statement:
-#         range: string
+      has_statement:
         examples:
         - value: In Copyright
         - value: No Copyright - United States
-      rights_statement_url:
-        range: uri
-        examples:
         - value: http://rightsstatements.org/vocab/InC/1.0/
         - value: http://rightsstatements.org/vocab/NoC-US/1.0/
       require:
@@ -168,15 +164,13 @@ classes:
         range: uri
         examples:
         - value: https://localcontexts.org/tk-labels/
-      legal_basis:
-#         range: string
+      has_legal_basis:
         examples:
         - value: General Data Protection Regulation (GDPR)
         - value: Freedom of Information Act exemption 6
-      review_date:
-        range: date
+      has_roadmap:
         examples:
-        - value: '2025-12-31'
+        - value: 'policy_review_date: 2025-12-31'
       temporal_extent:
         range: TimeSpan
         inlined: true
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/AgentTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/AgentTypes.yaml
index 63665efed4..cf146df840 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/AgentTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/AgentTypes.yaml
@@ -13,6 +13,7 @@ prefixes:
   crm: http://www.cidoc-crm.org/cidoc-crm/
   schema: http://schema.org/
   prov: http://www.w3.org/ns/prov#
+  skos: http://www.w3.org/2004/02/skos/core#
 default_prefix: hc
 classes:
   PersonAgent:
@@ -52,29 +53,39 @@ classes:
         捐赠者、收藏家或工作人员。
     structured_aliases:
     - literal_form: persoonsagent
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Personenakteur
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: agent personne
+      predicate: EXACT_SYNONYM
       in_language: fr
     - literal_form: agente persona
+      predicate: EXACT_SYNONYM
       in_language: es
     - literal_form: وكيل شخصي
+      predicate: EXACT_SYNONYM
       in_language: ar
     - literal_form: agen orang
+      predicate: EXACT_SYNONYM
       in_language: id
     - literal_form: 个人代理者
+      predicate: EXACT_SYNONYM
       in_language: zh
-    broad_mappings:
-    - crm:E21_Person
-    - schema:Person
-    - prov:Agent
     keywords:
     - person
     - individual
     - researcher
     - donor
     - collector
+    - staff
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    - crm:E21_Person
+    - schema:Person
+    - prov:Agent
   OrganizationAgent:
     is_a: AgentType
     class_uri: hc:OrganizationAgent
@@ -114,29 +125,39 @@ classes:
         档案馆、图书馆、博物馆或政府机构。
     structured_aliases:
     - literal_form: organisatieagent
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Organisationsakteur
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: agent organisation
+      predicate: EXACT_SYNONYM
       in_language: fr
     - literal_form: agente organizacion
+      predicate: EXACT_SYNONYM
       in_language: es
     - literal_form: وكيل مؤسسي
+      predicate: EXACT_SYNONYM
       in_language: ar
     - literal_form: agen organisasi
+      predicate: EXACT_SYNONYM
       in_language: id
     - literal_form: 组织代理者
+      predicate: EXACT_SYNONYM
       in_language: zh
-    broad_mappings:
-    - crm:E40_Legal_Body
-    - schema:Organization
-    - prov:Agent
     keywords:
     - organization
     - institution
     - archive
     - library
     - museum
+    - government
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    - crm:E40_Legal_Body
+    - schema:Organization
+    - prov:Agent
   SoftwareAgent:
     is_a: AgentType
     class_uri: hc:SoftwareAgent
@@ -178,28 +199,38 @@ classes:
         编目系统、数字化工作流或数据处理管道。
     structured_aliases:
     - literal_form: softwareagent
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Softwareakteur
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: agent logiciel
+      predicate: EXACT_SYNONYM
       in_language: fr
     - literal_form: agente software
+      predicate: EXACT_SYNONYM
       in_language: es
     - literal_form: وكيل برمجي
+      predicate: EXACT_SYNONYM
       in_language: ar
     - literal_form: agen perangkat lunak
+      predicate: EXACT_SYNONYM
       in_language: id
     - literal_form: 软件代理者
+      predicate: EXACT_SYNONYM
       in_language: zh
-    broad_mappings:
-    - prov:SoftwareAgent
-    - schema:SoftwareApplication
     keywords:
     - software
     - automated
     - algorithm
     - system
     - process
+    - bot
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    - prov:SoftwareAgent
+    - schema:SoftwareApplication
   GroupAgent:
     is_a: AgentType
     class_uri: hc:GroupAgent
@@ -240,28 +271,38 @@ classes:
         无正式组织结构，如研究团队、社区团体或项目协作。
     structured_aliases:
     - literal_form: groepsagent
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Gruppenakteur
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: agent groupe
+      predicate: EXACT_SYNONYM
       in_language: fr
     - literal_form: agente grupo
+      predicate: EXACT_SYNONYM
       in_language: es
     - literal_form: وكيل جماعي
+      predicate: EXACT_SYNONYM
       in_language: ar
     - literal_form: agen kelompok
+      predicate: EXACT_SYNONYM
       in_language: id
     - literal_form: 团体代理者
+      predicate: EXACT_SYNONYM
       in_language: zh
-    broad_mappings:
-    - crm:E74_Group
-    - schema:Organization
-    - prov:Agent
     keywords:
     - group
     - collective
     - team
     - informal
     - collaboration
+    - ad-hoc
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    - crm:E74_Group
+    - schema:Organization
+    - prov:Agent
     comments:
     - 'Preserved from prior description: Agent type representing an informal group, collective, or ad-hoc assembly of persons that performs actions within heritage contexts without formal organizational structure, such as research teams, community groups, or project collaborations.'
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/AnimalSoundArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/AnimalSoundArchiveRecordSetType.yaml
index edfeaa4ded..87854af586 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/AnimalSoundArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/AnimalSoundArchiveRecordSetType.yaml
@@ -54,8 +54,37 @@ classes:
     broad_mappings:
     - skos:Concept
     - rico:RecordSetType
+    - crm:E55_Type
     close_mappings:
     - wd:Q18574935
+    structured_aliases:
+    - literal_form: dierengeluidarchief-recordsettype
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Tierstimmenarchiv-Bestandsart
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: type de fonds d'archives sonores animales
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: tipo de fondo de archivo de sonidos animales
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نوع مجموعة سجلات أرشيف أصوات الحيوانات
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tipe kumpulan rekaman arsip suara hewan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 动物声音档案记录集类型
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - animal sounds
+    - bioacoustics
+    - wildlife recordings
+    - sound archives
+    - record set classification
     slot_usage:
       has_type:
         equals_string: "hc:ArchiveOrganizationType"
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/AnimalSoundArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/AnimalSoundArchiveRecordSetTypes.yaml
index fbc8a46d55..a347d74ec3 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/AnimalSoundArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/AnimalSoundArchiveRecordSetTypes.yaml
@@ -102,6 +102,12 @@ classes:
       specificity_score: "0.25"
       specificity_rationale: Specialized bioacoustic collection type
       custodian_types: "['AnimalSoundArchive']"
+    keywords:
+    - bioacoustic recordings
+    - animal sounds
+    - species identification
+    - biodiversity
+    - wildlife audio
   FieldRecordingSeries:
     is_a: AnimalSoundArchiveRecordSetType
     class_uri: rico:RecordSetType
@@ -187,3 +193,9 @@ classes:
       specificity_score: "0.25"
       specificity_rationale: Specialized field recording series type
       custodian_types: "['AnimalSoundArchive']"
+    keywords:
+    - field recordings
+    - wildlife documentation
+    - natural habitat
+    - research expeditions
+    - audio surveys
\ No newline at end of file
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ArchitecturalArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ArchitecturalArchiveRecordSetType.yaml
index 6881d0adcd..3bdbb62414 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ArchitecturalArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ArchitecturalArchiveRecordSetType.yaml
@@ -66,6 +66,7 @@ classes:
     - wd:Q121409581
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     - rico:RecordSetType
     slot_usage:
       related_to:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ArchivesForBuildingRecords.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ArchivesForBuildingRecords.yaml
index b94daba44d..46a2ef5373 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ArchivesForBuildingRecords.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ArchivesForBuildingRecords.yaml
@@ -55,18 +55,25 @@ classes:
       - rico:CorporateBody
     structured_aliases:
       - literal_form: bouwdossiersarchief
+        predicate: EXACT_SYNONYM
         in_language: nl
       - literal_form: Bauaktenarchiv
+        predicate: EXACT_SYNONYM
         in_language: de
       - literal_form: archives de dossiers de construction
+        predicate: EXACT_SYNONYM
         in_language: fr
       - literal_form: archivo de expedientes de obra
+        predicate: EXACT_SYNONYM
         in_language: es
       - literal_form: أرشيف سجلات البناء
+        predicate: EXACT_SYNONYM
         in_language: ar
       - literal_form: arsip dokumen bangunan
+        predicate: EXACT_SYNONYM
         in_language: id
       - literal_form: 建筑档案
+        predicate: EXACT_SYNONYM
         in_language: zh
     examples:
       - value:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Area.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Area.yaml
index ae533b56b7..98418da5d6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Area.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Area.yaml
@@ -14,7 +14,7 @@ imports:
   - ../slots/has_measurement_unit
   - ../slots/has_value
   - ../slots/approximate
-  - ../slots/has_date
+  - ../slots/measured_on
   - ../slots/measured_through
 classes:
   Area:
@@ -100,7 +100,7 @@ classes:
     slots:
       - has_value
       - has_measurement_unit
-      - measurement_date
+      - measured_on
       - approximate
       - measured_through
       - has_label
@@ -112,8 +112,8 @@ classes:
         range: MeasureUnit
         required: true
         inlined: true
-      measurement_date:
-        range: date
+      measured_on:
+        range: datetime
         required: false
       approximate:
         range: boolean
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ArtArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ArtArchiveRecordSetType.yaml
index 42a6e6378d..495fe3b59e 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ArtArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ArtArchiveRecordSetType.yaml
@@ -4,6 +4,7 @@ title: Art Archive Record Set Type
 prefixes:
   linkml: https://w3id.org/linkml/
   hc: https://nde.nl/ontology/hc/
+  crm: http://www.cidoc-crm.org/cidoc-crm/
   rico: https://www.ica.org/standards/RiC/ontology#
   skos: http://www.w3.org/2004/02/skos/core#
 default_prefix: hc
@@ -50,6 +51,7 @@ classes:
     broad_mappings:
       - rico:RecordSetType
       - skos:Concept
+      - crm:E55_Type
     structured_aliases:
       - literal_form: kunstarchief-recordsettype
         in_language: nl
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/AudiovisualArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/AudiovisualArchiveRecordSetType.yaml
index b86aa80ac6..aa099dfb0e 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/AudiovisualArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/AudiovisualArchiveRecordSetType.yaml
@@ -6,6 +6,7 @@ prefixes:
   hc: https://nde.nl/ontology/hc/
   wd: http://www.wikidata.org/entity/
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
   rico: https://www.ica.org/standards/RiC/ontology#
   schema: http://schema.org/
 imports:
@@ -32,6 +33,7 @@ classes:
     broad_mappings:
     - rico:RecordSetType
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
     - literal_form: audiovisueelarchief-recordsettype
       in_language: nl
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/BiologicalObject.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/BiologicalObject.yaml
index a3133aa944..1c5ece2ea2 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/BiologicalObject.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/BiologicalObject.yaml
@@ -66,82 +66,342 @@ classes:
       zh: >-
         遗产收藏中的自然标本或生物衍生物品，带有相关分类学鉴定和保存元数据。
     structured_aliases:
-      nl:
-        - biologisch object
-        - natuurspecimen
-      de:
-        - biologisches Objekt
-        - Naturkundliches Exemplar
-      fr:
-        - objet biologique
-        - spécimen d'histoire naturelle
-      es:
-        - objeto biológico
-        - espécimen de historia natural
-      ar:
-        - كائن بيولوجي
-        - عينة تاريخ طبيعي
-      id:
-        - objek biologis
-        - spesimen sejarah alam
-      zh:
-        - 生物对象
-        - 自然史标本
-    keywords:
-      - biological specimen
-      - natural history
-      - taxonomic identification
-      - preserved specimen
-      - organism
-    exact_mappings:
-    - crm:E20_Biological_Object
-    close_mappings:
-    - dwc:Occurrence
-    - dwc:Organism
-    - schema:Taxon
-    related_mappings:
-    - crm:E19_Physical_Object
-    - crm:E22_Human-Made_Object
-    - gbif:Specimen
-    is_a: ExhibitedObject
-    slots:
-    - associated_with
-    - identified_by
-    - listed_in
-    - acquired_through
-    - describe
-    - in_place
-    - has_hypernym
-    - acquired_by
-    - has_name
-    - has_type
-    - identified_through
-    - has_habitat
-    - symbolize
-    - has_status
-    - has_provenance
-    - has_stage
-    - contain
-    - prepared_on
-    - prepared_by
-    - has_method
-    - has_detail
-    - has_gender
-    - has_quantity
-    - has_specimen
-    - has_label
-    - commented_on
-    - has_authority
-    - has_rank
-    - has_score
-    slot_usage:
-      associated_with:
-        range: Taxon
-        multivalued: true
-        inlined_as_list: true
-        examples:
-        - value: https://nde.nl/ontology/hc/taxon/raphus-cucullatus
-      identified_by:
+
+      - literal_form: biologisch object
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: natuurspecimen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: biologisches Objekt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Naturkundliches Exemplar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: objet biologique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: spécimen d'histoire naturelle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: objeto biológico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: espécimen de historia natural
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: كائن بيولوجي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: عينة تاريخ طبيعي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: objek biologis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: spesimen sejarah alam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 生物对象
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 自然史标本
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: biological specimen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: natural history
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: taxonomic identification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: preserved specimen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: organism
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E20_Biological_Object
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dwc:Occurrence
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dwc:Organism
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Taxon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E19_Physical_Object
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E22_Human-Made_Object
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: gbif:Specimen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: associated_with
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: listed_in
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: acquired_through
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: describe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: in_place
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_hypernym
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: acquired_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_through
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_habitat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: symbolize
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_status
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_provenance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_stage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: contain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prepared_on
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prepared_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_method
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_detail
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_gender
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_specimen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: commented_on
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_authority
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_rank
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: https://nde.nl/ontology/hc/taxon/raphus-cucullatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
 #         range: string # uriorcurie
         multivalued: true
         inlined: false # Fixed invalid inline for primitive type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Budget.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Budget.yaml
index b8d95ea7e7..d6f910fe9d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Budget.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Budget.yaml
@@ -62,68 +62,326 @@ classes:
       zh: >-
         在运营类别和时间段内分配货币资源用于机构活动的结构化财务计划。
     structured_aliases:
-      nl:
-        - begroting
-        - financieringsplan
-      de:
-        - Haushalt
-        - Budgetplan
-      fr:
-        - budget
-        - plan financier
-      es:
-        - presupuesto
-        - plan financiero
-      ar:
-        - الميزانية
-        - الخطة المالية
-      id:
-        - anggaran
-        - rencana keuangan
-      zh:
-        - 预算
-        - 财务计划
+
+      - literal_form: begroting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: financieringsplan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Haushalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Budgetplan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: budget
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: plan financier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: presupuesto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: plan financiero
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الميزانية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الخطة المالية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: anggaran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: rencana keuangan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 预算
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 财务计划
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: budget
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: financial plan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: allocation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: fiscal planning
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: institutional finance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: frapo:FundingProgramme
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:FinancialProduct
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E54_Dimension
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:MonetaryAmount
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: frapo:hasFunding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: approved_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_currency
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_status
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_main_part
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: allocate
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: draw_endowment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: include
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_budget
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: funded_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_operational_unit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_section
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: refer_to
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: updated_at
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: derive_from
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: generated_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: documented_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
     keywords:
-      - budget
-      - financial plan
-      - allocation
-      - fiscal planning
-      - institutional finance
+    - budget
+    - financial plan
+    - allocation
+    - fiscal period
+    - resource planning
     broad_mappings:
-      - frapo:FundingProgramme
-      - schema:FinancialProduct
-    close_mappings:
-      - crm:E54_Dimension
-    related_mappings:
-      - schema:MonetaryAmount
-      - frapo:hasFunding
+    - schema:FinancialProduct
+    - frapo:FundingProgramme
     slots:
-    - approved_by
-    - has_currency
-    - has_description
     - has_label
-    - has_status
+    - has_description
     - has_type
-    - has_main_part
-    - allocate
-    - draw_endowment
-    - include
     - temporal_extent
-    - has_budget
-    - funded_by
-    - has_operational_unit
-    - has_section
-    - refer_to
-    - updated_at
-    - identified_by
-    - has_score
     - has_quantity
+    - has_currency
+    - has_budget
+    - has_main_part
+    - has_section
+    - allocate
+    - include
+    - funded_by
+    - draw_endowment
+    - approved_by
+    - approved_on
+    - based_on
+    - has_status
+    - identified_by
+    - updated_at
+    - documented_by
+    - refer_to
     - derive_from
     - generated_by
-    - documented_by
+    - has_operational_unit
+    - has_score
+    - has_measurement_unit
     slot_usage:
       has_label:
-#         range: string
         required: true
         close_mappings:
         - dcterms:title
@@ -132,7 +390,6 @@ classes:
         - value: Rijksmuseum Operating Budget FY2024
         - value: Noord-Hollands Archief Annual Budget 2024-2025
       has_description:
-#         range: string
         required: false
         close_mappings:
         - dcterms:description
@@ -140,7 +397,6 @@ classes:
         examples:
         - value: Annual operating budget for fiscal year 2024, including major exhibition initiatives and digitization expansion.
       has_type:
-#         range: string # uriorcurie
         multivalued: true
         required: true
         examples:
@@ -184,8 +440,7 @@ classes:
         range: decimal
         required: false
       has_main_part:
-#         range: string # MainPart
-        inlined: false # Fixed invalid inline for primitive type
+        inlined: false
         required: false
         examples:
         - value:
@@ -200,9 +455,8 @@ classes:
         multivalued: true
         inlined: false
       include:
-#         range: string
         multivalued: true
-        inlined: false # Fixed invalid inline for primitive type
+        inlined: false
       funded_by:
         range: decimal
         required: false
@@ -225,8 +479,6 @@ classes:
         range: date
         required: false
       documented_by:
-#         range: string # uriorcurie
-        # range: FinancialStatement
         multivalued: true
         inlined: false
         required: false
@@ -236,7 +488,6 @@ classes:
         range: Custodian
         required: true
       derive_from:
-#         range: string # CustodianObservation
         multivalued: true
         required: false
       generated_by:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CarrierTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CarrierTypes.yaml
index d009721be8..0428b0dd8f 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CarrierTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CarrierTypes.yaml
@@ -105,7 +105,16 @@ classes:
     - literal_form: 装订页块载体
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - codex
+    - bound book
+    - manuscript
+    - printed volume
+    - side-opened
+    - stacked leaves
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
     comments:
@@ -159,9 +168,18 @@ classes:
     - literal_form: 装订卷册
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - bound volume
+    - book
+    - general
+    - codex
+    - binding
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
+
   PamphletCarrier:
     is_a: CarrierType
     class_uri: hc:PamphletCarrier
@@ -211,9 +229,18 @@ classes:
     - literal_form: 小册子
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - pamphlet
+    - unbound
+    - short publication
+    - leaflet
+    - brochure
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
+
   NotebookCarrier:
     is_a: CarrierType
     class_uri: hc:NotebookCarrier
@@ -263,9 +290,18 @@ classes:
     - literal_form: 笔记本
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - notebook
+    - blank pages
+    - writing
+    - diary
+    - journal
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
+
   SheetCarrier:
     is_a: CarrierType
     class_uri: hc:SheetCarrier
@@ -315,9 +351,18 @@ classes:
     - literal_form: 单张纸
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - sheet
+    - single
+    - flat
+    - unbound
+    - loose leaf
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
+
   BroadsideCarrier:
     is_a: CarrierType
     class_uri: hc:BroadsideCarrier
@@ -367,9 +412,18 @@ classes:
     - literal_form: 单页海报
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - broadside
+    - poster
+    - single sheet
+    - one-sided print
+    - large format
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
+
   MapSheetCarrier:
     is_a: CarrierType
     class_uri: hc:MapSheetCarrier
@@ -419,9 +473,18 @@ classes:
     - literal_form: 地图单页
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - map sheet
+    - cartographic
+    - single sheet
+    - geographic
+    - plan
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
+
   PhotographCarrier:
     is_a: CarrierType
     class_uri: hc:PhotographCarrier
@@ -479,7 +542,16 @@ classes:
     - literal_form: 感光图像介质
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - photograph
+    - light-sensitive
+    - positive
+    - negative
+    - image support
+    - print
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
     comments:
@@ -488,6 +560,21 @@ classes:
     is_a: CarrierType
     class_uri: hc:ParchmentLeafCarrier
     description: Single parchment or vellum leaf.
+    alt_descriptions:
+      nl: >-
+        Enkel perkamenten of velijnen blad.
+      de: >-
+        Einzelnes Pergament- oder Velumblatt.
+      fr: >-
+        Feuillet unique en parchemin ou velin.
+      es: >-
+        Hoja unica de pergamino o vitela.
+      ar: >-
+        ورقة مفردة من رق او فيلوم.
+      id: >-
+        Lembar tunggal dari perkamen atau vellum.
+      zh: >-
+        单张羊皮纸或犊皮纸叶。
     slot_usage:
       has_code:
         equals_string: PARCHMENT_LEAF
@@ -496,13 +583,58 @@ classes:
         equals_string: Parchment Leaf
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: perkamentblad
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Pergamentblatt
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: feuillet de parchemin
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: hoja de pergamino
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: ورقة رق
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: lembar perkamen
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 羊皮纸叶
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - parchment
+    - vellum
+    - leaf
+    - manuscript
+    - medieval
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   ScrollCarrier:
     is_a: CarrierType
     class_uri: hc:ScrollCarrier
     description: Rolled manuscript form.
+    alt_descriptions:
+      nl: >-
+        Opgerolde handschriftvorm.
+      de: >-
+        Gerollte Handschriftenform.
+      fr: >-
+        Forme manuscrite en rouleau.
+      es: >-
+        Forma manuscrita enrollada.
+      ar: >-
+        شكل مخطوط ملفوف (لفافة).
+      id: >-
+        Bentuk naskah gulungan.
+      zh: >-
+        卷轴形态的手稿载体。
     slot_usage:
       has_code:
         equals_string: SCROLL
@@ -511,13 +643,58 @@ classes:
         equals_string: Scroll
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: rol
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Rolle
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: rouleau
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: rollo
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: لفافة
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: gulungan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 卷轴
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - scroll
+    - roll
+    - manuscript
+    - ancient
+    - rolled document
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   PapyrusScrollCarrier:
     is_a: CarrierType
     class_uri: hc:PapyrusScrollCarrier
     description: Scroll made from papyrus plant material.
+    alt_descriptions:
+      nl: >-
+        Rol gemaakt van papyrusplantmateriaal.
+      de: >-
+        Rolle aus Papyruspflanzenmaterial.
+      fr: >-
+        Rouleau fabrique a partir de papyrus.
+      es: >-
+        Rollo hecho de material vegetal de papiro.
+      ar: >-
+        لفافة مصنوعة من مادة نبات البردي.
+      id: >-
+        Gulungan yang dibuat dari bahan tanaman papirus.
+      zh: >-
+        由纸莎草植物材料制成的卷轴。
     slot_usage:
       has_code:
         equals_string: PAPYRUS_SCROLL
@@ -526,13 +703,58 @@ classes:
         equals_string: Papyrus Scroll
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: papyrusrol
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Papyrusrolle
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: rouleau de papyrus
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: rollo de papiro
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: لفافة بردي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: gulungan papirus
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 纸莎草卷轴
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - papyrus
+    - scroll
+    - ancient
+    - egyptian
+    - plant material
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   ClayTabletCarrier:
     is_a: CarrierType
     class_uri: hc:ClayTabletCarrier
     description: Cuneiform tablet made from clay.
+    alt_descriptions:
+      nl: >-
+        Spijkerschrifttablet van klei.
+      de: >-
+        Keilschrifttafel aus Ton.
+      fr: >-
+        Tablette cuneiforme en argile.
+      es: >-
+        Tablilla cuneiforme de arcilla.
+      ar: >-
+        لوح مسماري مصنوع من الطين.
+      id: >-
+        Tablet aksara paku dari tanah liat.
+      zh: >-
+        由黏土制成的楔形文字泥板。
     slot_usage:
       has_code:
         equals_string: CLAY_TABLET
@@ -541,13 +763,58 @@ classes:
         equals_string: Clay Tablet
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: kleitablet
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Tontafel
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: tablette d'argile
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: tablilla de arcilla
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: لوح طيني
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tablet tanah liat
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 泥板
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - clay tablet
+    - cuneiform
+    - mesopotamian
+    - ancient
+    - clay
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   WaxTabletCarrier:
     is_a: CarrierType
     class_uri: hc:WaxTabletCarrier
     description: Wooden tablet with wax coating for writing.
+    alt_descriptions:
+      nl: >-
+        Houten schrijftablet met waslaag.
+      de: >-
+        Holztafel mit Wachsschicht zum Schreiben.
+      fr: >-
+        Tablette en bois enduite de cire pour l'ecriture.
+      es: >-
+        Tablilla de madera con capa de cera para escribir.
+      ar: >-
+        لوح خشبي مطلي بالشمع للكتابة.
+      id: >-
+        Tablet kayu berlapis lilin untuk menulis.
+      zh: >-
+        带蜡层的木质书写板。
     slot_usage:
       has_code:
         equals_string: WAX_TABLET
@@ -556,13 +823,58 @@ classes:
         equals_string: Wax Tablet
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: wastablet
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Wachstafel
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: tablette de cire
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: tablilla de cera
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: لوح شمعي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tablet lilin
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 蜡板
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - wax tablet
+    - wooden tablet
+    - ancient writing
+    - reusable
+    - roman
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   InscriptionCarrier:
     is_a: CarrierType
     class_uri: hc:InscriptionCarrier
     description: Text carved or incised into stone, metal, or other durable material.
+    alt_descriptions:
+      nl: >-
+        Tekst uitgehakt of ingekrast in steen, metaal of ander duurzaam materiaal.
+      de: >-
+        In Stein, Metall oder anderes dauerhaftes Material eingemeisselter oder eingeritzter Text.
+      fr: >-
+        Texte grave ou incise dans la pierre, le metal ou un autre materiau durable.
+      es: >-
+        Texto tallado o inciso en piedra, metal u otro material duradero.
+      ar: >-
+        نص محفور او منقوش في الحجر او المعدن او مادة متينة اخرى.
+      id: >-
+        Teks yang dipahat atau diukir pada batu, logam, atau bahan tahan lama lainnya.
+      zh: >-
+        刻写在石材、金属或其他耐久材料上的文字载体。
     slot_usage:
       has_code:
         equals_string: INSCRIPTION
@@ -571,13 +883,59 @@ classes:
         equals_string: Inscription
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: inscriptie
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Inschrift
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: inscription
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: inscripcion
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نقش
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: prasasti
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 铭文
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - inscription
+    - carved text
+    - stone
+    - metal
+    - epigraphy
+    - monument
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   VinylDiscCarrier:
     is_a: CarrierType
     class_uri: hc:VinylDiscCarrier
     description: Analog audio recording on vinyl record.
+    alt_descriptions:
+      nl: >-
+        Analoge audio-opname op een vinylplaat.
+      de: >-
+        Analoge Audioaufnahme auf einer Schallplatte.
+      fr: >-
+        Enregistrement audio analogique sur disque vinyle.
+      es: >-
+        Grabacion de audio analogica en disco de vinilo.
+      ar: >-
+        تسجيل صوتي تماثلي على اسطوانة فينيل.
+      id: >-
+        Rekaman audio analog pada piringan vinil.
+      zh: >-
+        乙烯基唱片上的模拟音频录音。
     slot_usage:
       has_code:
         equals_string: VINYL_DISC
@@ -586,13 +944,59 @@ classes:
         equals_string: Vinyl Disc
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: vinylplaat
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Schallplatte
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: disque vinyle
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: disco de vinilo
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: اسطوانة فينيل
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: piringan vinil
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 黑胶唱片
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - vinyl
+    - record
+    - LP
+    - analog audio
+    - phonograph
+    - gramophone
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   AudioCassetteCarrier:
     is_a: CarrierType
     class_uri: hc:AudioCassetteCarrier
     description: Compact cassette tape for audio recording.
+    alt_descriptions:
+      nl: >-
+        Compactcassettebandje voor audio-opname.
+      de: >-
+        Kompaktkassette fuer Audioaufnahmen.
+      fr: >-
+        Cassette audio compacte pour l'enregistrement.
+      es: >-
+        Cinta de casete compacta para grabacion de audio.
+      ar: >-
+        شريط كاسيت مدمج لتسجيل الصوت.
+      id: >-
+        Kaset kompak untuk perekaman audio.
+      zh: >-
+        用于录音的盒式磁带（卡带）。
     slot_usage:
       has_code:
         equals_string: AUDIO_CASSETTE
@@ -601,13 +1005,58 @@ classes:
         equals_string: Audio Cassette
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: cassettebandje
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Audiokassette
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: cassette audio
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: casete de audio
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: كاسيت صوتي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kaset audio
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 盒式磁带
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - audio cassette
+    - compact cassette
+    - magnetic tape
+    - analog audio
+    - cassette tape
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   CompactDiscCarrier:
     is_a: CarrierType
     class_uri: hc:CompactDiscCarrier
     description: Digital optical disc for audio (CD).
+    alt_descriptions:
+      nl: >-
+        Digitale optische schijf voor audio (cd).
+      de: >-
+        Digitale optische Scheibe fuer Audio (CD).
+      fr: >-
+        Disque optique numerique pour l'audio (CD).
+      es: >-
+        Disco optico digital para audio (CD).
+      ar: >-
+        قرص ضوئي رقمي للصوت (سي دي).
+      id: >-
+        Cakram optik digital untuk audio (CD).
+      zh: >-
+        用于音频的数字光盘（CD）。
     slot_usage:
       has_code:
         equals_string: COMPACT_DISC
@@ -616,7 +1065,37 @@ classes:
         equals_string: Compact Disc
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: cd
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: CD
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: CD audio
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: CD
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: سي دي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: CD
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 光盘
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - compact disc
+    - CD
+    - digital audio
+    - optical disc
+    - audio carrier
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   FilmReelCarrier:
@@ -676,7 +1155,16 @@ classes:
     - literal_form: 线轴影像条带
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - film reel
+    - motion picture
+    - photochemical
+    - projection
+    - cinema
+    - spool
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
     comments:
@@ -685,6 +1173,21 @@ classes:
     is_a: CarrierType
     class_uri: hc:VideotapeCarrier
     description: Magnetic tape for video recording.
+    alt_descriptions:
+      nl: >-
+        Magnetische band voor video-opname.
+      de: >-
+        Magnetband fuer Videoaufnahmen.
+      fr: >-
+        Bande magnetique pour l'enregistrement video.
+      es: >-
+        Cinta magnetica para grabacion de video.
+      ar: >-
+        شريط مغناطيسي لتسجيل الفيديو.
+      id: >-
+        Pita magnetik untuk perekaman video.
+      zh: >-
+        用于录像的磁带介质。
     slot_usage:
       has_code:
         equals_string: VIDEOTAPE
@@ -693,7 +1196,38 @@ classes:
         equals_string: Videotape
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: videoband
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Videoband
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: bande video
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: cinta de video
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: شريط فيديو
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: pita video
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 录像带
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - videotape
+    - magnetic tape
+    - video recording
+    - VHS
+    - Betamax
+    - analog video
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   MicrofilmCarrier:
@@ -753,7 +1287,16 @@ classes:
     - literal_form: 微缩文献摄影条带
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - microfilm
+    - microform
+    - document preservation
+    - miniature
+    - archival
+    - high-density
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
     comments:
@@ -762,6 +1305,21 @@ classes:
     is_a: CarrierType
     class_uri: hc:MicroficheCarrier
     description: Flat microform sheet.
+    alt_descriptions:
+      nl: >-
+        Platte microvorm-sheet.
+      de: >-
+        Flaches Mikroformblatt.
+      fr: >-
+        Feuille de microforme plane.
+      es: >-
+        Hoja de microforma plana.
+      ar: >-
+        ورقة ميكروفورم مسطحة.
+      id: >-
+        Lembar mikroform datar.
+      zh: >-
+        平面微缩胶片（微缩卡）载体。
     slot_usage:
       has_code:
         equals_string: MICROFICHE
@@ -770,13 +1328,58 @@ classes:
         equals_string: Microfiche
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: microfiche
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Mikrofiche
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: microfiche
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: microficha
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: ميكروفورم
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: mikrofiche
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 微缩卡
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - microfiche
+    - microform
+    - flat sheet
+    - document preservation
+    - archival
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   FloppyDiskCarrier:
     is_a: CarrierType
     class_uri: hc:FloppyDiskCarrier
     description: Magnetic floppy disk storage medium.
+    alt_descriptions:
+      nl: >-
+        Magnetisch opslagmedium op een diskette.
+      de: >-
+        Magnetisches Speichermedium auf Diskette.
+      fr: >-
+        Support de stockage magnetique sur disquette.
+      es: >-
+        Medio de almacenamiento magnetico en disquete.
+      ar: >-
+        وسيط تخزين مغناطيسي على قرص مرن.
+      id: >-
+        Media penyimpanan disket magnetik.
+      zh: >-
+        软盘形式的磁性存储介质。
     slot_usage:
       has_code:
         equals_string: FLOPPY_DISK
@@ -785,7 +1388,37 @@ classes:
         equals_string: Floppy Disk
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: diskette
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Diskette
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: disquette
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: disquete
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: قرص مرن
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: disket
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 软盘
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - floppy disk
+    - diskette
+    - magnetic storage
+    - legacy media
+    - digital preservation
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   OpticalDiscCarrier:
@@ -845,7 +1478,16 @@ classes:
     - literal_form: 激光可读圆盘介质
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - optical disc
+    - laser-readable
+    - DVD
+    - Blu-ray
+    - digital storage
+    - removable media
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
     comments:
@@ -854,6 +1496,21 @@ classes:
     is_a: CarrierType
     class_uri: hc:HardDriveCarrier
     description: Magnetic or solid-state hard drive.
+    alt_descriptions:
+      nl: >-
+        Harde schijf (magnetisch of solid-state).
+      de: >-
+        Festplatte (magnetisch oder Solid-State).
+      fr: >-
+        Disque dur magnetique ou a semi-conducteurs.
+      es: >-
+        Disco duro magnetico o de estado solido.
+      ar: >-
+        قرص صلب مغناطيسي او حالة صلبة.
+      id: >-
+        Hard disk magnetik atau solid-state.
+      zh: >-
+        磁性或固态硬盘存储介质。
     slot_usage:
       has_code:
         equals_string: HARD_DRIVE
@@ -862,13 +1519,59 @@ classes:
         equals_string: Hard Drive
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: harde schijf
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Festplatte
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: disque dur
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: disco duro
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: قرص صلب
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: hard disk
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 硬盘
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - hard drive
+    - HDD
+    - SSD
+    - digital storage
+    - magnetic storage
+    - solid state
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   USBDriveCarrier:
     is_a: CarrierType
     class_uri: hc:USBDriveCarrier
     description: USB flash drive storage medium.
+    alt_descriptions:
+      nl: >-
+        USB-flashdrive als opslagmedium.
+      de: >-
+        USB-Flashlaufwerk als Speichermedium.
+      fr: >-
+        Cle USB comme support de stockage.
+      es: >-
+        Memoria USB como medio de almacenamiento.
+      ar: >-
+        ذاكرة فلاش USB كوسيط تخزين.
+      id: >-
+        Flashdisk USB sebagai media penyimpanan.
+      zh: >-
+        USB闪存盘存储介质。
     slot_usage:
       has_code:
         equals_string: USB_DRIVE
@@ -877,13 +1580,58 @@ classes:
         equals_string: USB Drive
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: USB-stick
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: USB-Stick
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: cle USB
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: memoria USB
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: فلاش USB
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: flashdisk
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: U盘
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - USB drive
+    - flash drive
+    - thumb drive
+    - portable storage
+    - flash memory
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
   MemoryCardCarrier:
     is_a: CarrierType
     class_uri: hc:MemoryCardCarrier
     description: Flash memory card (SD, CompactFlash, etc.).
+    alt_descriptions:
+      nl: >-
+        Flash-geheugenkaart (SD, CompactFlash, enz.).
+      de: >-
+        Flash-Speicherkarte (SD, CompactFlash usw.).
+      fr: >-
+        Carte memoire flash (SD, CompactFlash, etc.).
+      es: >-
+        Tarjeta de memoria flash (SD, CompactFlash, etc.).
+      ar: >-
+        بطاقة ذاكرة فلاش (SD، CompactFlash، وغيرها).
+      id: >-
+        Kartu memori flash (SD, CompactFlash, dan lain-lain).
+      zh: >-
+        闪存卡（SD、CompactFlash 等）。
     slot_usage:
       has_code:
         equals_string: MEMORY_CARD
@@ -892,6 +1640,37 @@ classes:
         equals_string: Memory Card
     annotations:
       custodian_types: '[''*'']'
+    structured_aliases:
+    - literal_form: geheugenkaart
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Speicherkarte
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: carte memoire
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: tarjeta de memoria
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: بطاقة ذاكرة
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kartu memori
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 存储卡
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - memory card
+    - SD card
+    - CompactFlash
+    - flash storage
+    - portable storage
+    - digital camera
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Product
     - crm:E22_Human-Made_Object
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CatalogSystemTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CatalogSystemTypes.yaml
index 4f6eff631b..e31edfe81d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CatalogSystemTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CatalogSystemTypes.yaml
@@ -31,239 +31,980 @@ classes:
   IntegratedLibrarySystem:
     is_a: CatalogSystemType
     class_uri: hc:IntegratedLibrarySystem
-    description: 'Integrated Library System (ILS) - comprehensive software for library
-      operations
+    description: >-
+      Comprehensive software platform for library operations including cataloging, circulation, and patron management.
+    alt_descriptions:
+      nl: Compleet softwareplatform voor bibliotheekactiviteiten inclusief catalografie, uitlening en beheer.
+      de: Umfassende Softwareplattform für Bibliotheksvorgänge einschließlich Katalogisierung, Ausleihe und Benutzerverwaltung.
+      fr: Plateforme logicielle complète pour les opérations de bibliothèque incluant catalogage, circulation et gestion des usagers.
+      es: Plataforma de software integral para operaciones de biblioteca incluyendo catalogación, circulación y gestión de usuarios.
+      ar: منصة برمجية شاملة لعمليات المكتبة بما في ذلك الفهرسة والإعارة وإدارة المستخدمين.
+      id: Platform perangkat lunak komprehensif untuk operasi perpustakaan termasuk katalogisasi, sirkulasi, dan manajemen pengguna.
+      zh: 包括编目、流通和用户管理在内的图书馆业务综合软件平台。
+    structured_aliases:
 
-      including cataloging, circulation, acquisitions, and patron management.
+      - literal_form: GeïntegreerdBibliotheekSysteem
 
+        predicate: EXACT_SYNONYM
 
-      Examples: ALMA, Koha, Sierra, Aleph, Voyager, Symphony, Millennium
+        in_language: nl
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Integrated Library System
-    aliases:
-    - ILS
-    - Library Automation System
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - skos:Concept
-  LibraryServicesPlattform:
-    is_a: CatalogSystemType
-    class_uri: hc:LibraryServicesPlatform
-    description: 'Library Services Platform (LSP) - next-generation cloud-based library
-      management
+      - literal_form: IntegriertesBibliothekssystem
 
-      combining ILS functionality with electronic resource management.
+        predicate: EXACT_SYNONYM
 
+        in_language: de
 
-      Examples: ALMA, FOLIO, OCLC WorldShare, Sierra DNA
+      - literal_form: SystèmeIntégréDeBibliothèque
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Library Services Platform
-    aliases:
-    - LSP
-    - Next-Generation ILS
-    broad_mappings:
-    - skos:Concept
-  DiscoverySystem:
-    is_a: CatalogSystemType
-    class_uri: hc:DiscoverySystem
-    description: 'Discovery system or discovery layer providing unified search across
+        predicate: EXACT_SYNONYM
 
-      library catalogs, databases, and digital collections.
+        in_language: fr
 
+      - literal_form: SistemaIntegradoDeBiblioteca
 
-      Examples: Primo, Summon, EDS, VuFind, Blacklight
+        predicate: EXACT_SYNONYM
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Discovery System
-    aliases:
-    - Discovery Layer
-    - Discovery Platform
-    - OPAC
-    broad_mappings:
-    - skos:Concept
-  CollectionManagementSystemType:
-    is_a: CatalogSystemType
-    class_uri: hc:CollectionManagementSystemType
-    description: 'Collection Management System (CMS) for museums and cultural heritage
+        in_language: es
 
-      institutions to manage object records, provenance, exhibitions, and loans.
+      - literal_form: نظام المكتبة المتكامل
 
+        predicate: EXACT_SYNONYM
 
-      Examples: Adlib/Axiell Collections, TMS, CollectiveAccess, PastPerfect, EMu
+        in_language: ar
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Collection Management System
-    aliases:
-    - CMS
-    - Collections Database
-    - Museum Management System
-    broad_mappings:
-    - skos:Concept
-  DigitalAssetManagement:
-    is_a: CatalogSystemType
-    class_uri: hc:DigitalAssetManagement
-    description: 'Digital Asset Management (DAM) system for organizing, storing, and
+      - literal_form: SistemPerpustakaanTerintegrasi
 
-      retrieving digital media files (images, video, audio, documents).
+        predicate: EXACT_SYNONYM
 
+        in_language: id
 
-      Examples: ResourceSpace, NetX, Bynder, Canto, Portfolio
+      - literal_form: 集成图书馆系统
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Digital Asset Management
-    aliases:
-    - DAM
-    - Media Asset Management
-    - Digital Media Library
-    broad_mappings:
-    - skos:Concept
-  ArchivesManagementSystem:
-    is_a: CatalogSystemType
-    class_uri: hc:ArchivesManagementSystem
-    description: 'Archives Management System for managing archival collections following
+        predicate: EXACT_SYNONYM
 
-      archival standards (ISAD(G), EAD, DACS).
+        in_language: zh
 
+      - literal_form: Cloud-native platform dat traditioneel bibliotheekbeheer combineert met coördinatie van elektronische bronnen.
 
-      Examples: ArchivesSpace, Atom (Access to Memory), Archivematica, CALM
+        predicate: EXACT_SYNONYM
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Archives Management System
-    aliases:
-    - AMS
-    - Archival Management System
-    broad_mappings:
-    - skos:Concept
-  DigitalPreservationSystem:
-    is_a: CatalogSystemType
-    class_uri: hc:DigitalPreservationSystem
-    description: 'Digital Preservation System for long-term preservation of digital
-      objects
+        in_language: nl
 
-      following standards like OAIS (Open Archival Information System).
+      - literal_form: Cloud-native Plattform, die traditionelles Bibliotheksmanagement mit elektronischer Ressourcenkoordination verbindet.
 
+        predicate: EXACT_SYNONYM
 
-      Examples: Archivematica, Preservica, Rosetta, DSpace (preservation mode)
+        in_language: de
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Digital Preservation System
-    aliases:
-    - Preservation Repository
-    - OAIS Repository
-    broad_mappings:
-    - skos:Concept
-  InstitutionalRepositoryType:
-    is_a: CatalogSystemType
-    class_uri: hc:InstitutionalRepositoryType
-    description: 'Institutional Repository for managing and providing access to scholarly
+      - literal_form: Plateforme cloud-native combinant la gestion traditionnelle de bibliothèque avec la coordination des ressources électroniques.
 
-      outputs, research data, and institutional publications.
+        predicate: EXACT_SYNONYM
 
+        in_language: fr
 
-      Examples: DSpace, EPrints, Fedora, Islandora, Samvera
+      - literal_form: Plataforma nativa de la nube que combina la gestión tradicional de biblioteca con la coordinación de recursos electrónicos.
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Institutional Repository
-    aliases:
-    - IR
-    - Digital Repository
-    - Research Repository
-    broad_mappings:
-    - skos:Concept
-  ContentManagementSystem:
-    is_a: CatalogSystemType
-    class_uri: hc:ContentManagementSystem
-    description: 'Content Management System for managing website content and digital
+        predicate: EXACT_SYNONYM
 
-      publishing, often integrated with collection systems.
+        in_language: es
 
+      - literal_form: منصة سحابية أصلية تجمع بين إدارة المكتبة التقليدية وتنسيق الموارد الإلكترونية.
 
-      Examples: Drupal, WordPress, Omeka, CollectiveAccess
+        predicate: EXACT_SYNONYM
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Content Management System
-    aliases:
-    - CMS
-    - Web CMS
-    broad_mappings:
-    - skos:Concept
-  LinkedDataPlatform:
-    is_a: CatalogSystemType
-    class_uri: hc:LinkedDataPlatform
-    description: 'Linked Data Platform for publishing and managing linked open data
+        in_language: ar
 
-      about collections, using semantic web technologies.
+      - literal_form: Platform cloud-native yang menggabungkan manajemen perpustakaan tradisional dengan koordinasi sumber daya elektronik.
 
+        predicate: EXACT_SYNONYM
 
-      Examples: Wikibase, ResearchSpace, Metaphacts, Neptune
+        in_language: id
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Linked Data Platform
-    aliases:
-    - Knowledge Graph Platform
-    - Semantic Platform
-    broad_mappings:
-    - skos:Concept
-  ExhibitionManagementSystem:
-    is_a: CatalogSystemType
-    class_uri: hc:ExhibitionManagementSystem
-    description: 'Exhibition Management System for planning, organizing, and tracking
+      - literal_form: 将传统图书馆管理与电子资源协调相结合的云原生平台。
 
-      museum exhibitions, loans, and installation.
+        predicate: EXACT_SYNONYM
 
+        in_language: zh
 
-      Examples: Gallery Systems, ExhibitDay, MuseumPlus
+      - literal_form: BibliotheekDienstverleningsPlatform
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Exhibition Management System
-    aliases:
-    - EMS
-    - Gallery Management
-    broad_mappings:
-    - skos:Concept
-  RegistrationSystem:
-    is_a: CatalogSystemType
-    class_uri: hc:RegistrationSystem
-    description: 'Registration System for tracking object movement, conditions,
+        predicate: EXACT_SYNONYM
 
-      and custody within a museum or archive.
+        in_language: nl
 
+      - literal_form: Bibliotheksdienstleistungsplattform
 
-      Examples: TMS Registration module, CollectionSpace
+        predicate: EXACT_SYNONYM
 
-      '
-    slot_usage:
-      has_name:
-        equals_string: Registration System
-    aliases:
-    - Object Tracking System
-    - Movement Control
-    broad_mappings:
-    - skos:Concept
+        in_language: de
+
+      - literal_form: PlateformeServicesBibliothèque
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: PlataformaServiciosBiblioteca
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة خدمات المكتبة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PlatformLayananPerpustakaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 图书馆服务平台
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Zoekinterface die uniforme toegang biedt over catalogi, databases en digitale collecties.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Suchschnittstelle, die einheitlichen Zugriff auf Kataloge, Datenbanken und digitale Sammlungen bietet.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Interface de recherche fournissant un accès unifié aux catalogues, bases de données et collections numériques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Interfaz de búsqueda que proporciona acceso unificado a catálogos, bases de datos y colecciones digitales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: واجهة بحث توفر وصولاً موحدًا عبر الفهارس وقواعد البيانات والمجموعات الرقمية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Antarmuka pencarian yang menyediakan akses terpadu ke katalog, database, dan koleksi digital.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 提供跨目录、数据库和数字馆藏统一访问的搜索界面。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OntdekkingsSysteem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Entdeckungssystem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SystèmeDécouverte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SistemaDescubrimiento
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام الاكتشاف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SistemPenemuan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 发现系统
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Softwareplatform voor het beheren van objectgegevens, herkomst, tentoonstellingen en leningen in erfgoedinstellingen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Softwareplattform zur Verwaltung von Objektdatensätzen, Provenienz, Ausstellungen und Leihgaben in Kultureinrichtungen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme logicielle pour gérer les notices d'objets, la provenance, les expositions et les prêts dans les institutions patrimoniales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de software para gestionar registros de objetos, procedencia, exposiciones y préstamos en instituciones patrimoniales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة برمجية لإدارة سجلات الأشياء والأصل والمعارض والقروض في مؤسسات التراث.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform perangkat lunak untuk mengelola catatan objek, provenance, pameran, dan pinjaman di institusi warisan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于管理遗产机构中物品记录、来源、展览和借展的软件平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: CollectieBeheerSysteem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Sammlungsverwaltungssystem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SystèmeGestionCollection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SistemaGestiónColecciones
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام إدارة المجموعات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SistemManajemenKoleksi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 馆藏管理系统
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Systeem voor het organiseren, opslaan en ophalen van digitale mediabestanden inclusief afbeeldingen, video en documenten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: System zum Organisieren, Speichern und Abrufen digitaler Mediendateien einschließlich Bilder, Videos und Dokumente.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Système pour organiser, stocker et récupérer des fichiers multimédias numériques y compris images, vidéos et documents.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Sistema para organizar, almacenar y recuperar archivos de medios digitales incluyendo imágenes, video y documentos.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام لتنظيم وتخزين واسترجاع ملفات الوسائط الرقمية بما في ذلك الصور والفيديو والمستندات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Sistem untuk mengatur, menyimpan, dan mengambil file media digital termasuk gambar, video, dan dokumen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于组织、存储和检索数字媒体文件（包括图像、视频和文档）的系统。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DigitaleAssetBeheer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: DigitalAssetManagement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: GestionActifsNumériques
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: GestiónActivosDigitales
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: إدارة الأصول الرقمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: ManajemenAsetDigital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 数字资产管理
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Softwareplatform voor het beheren van archiefcollecties volgens standaarden zoals ISAD(G) en EAD.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Softwareplattform zur Verwaltung archivischer Sammlungen nach Standards wie ISAD(G) und EAD.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme logicielle pour gérer les collections archivistiques selon les normes ISAD(G) et EAD.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de software para gestionar colecciones archivísticas siguiendo estándares como ISAD(G) y EAD.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة برمجية لإدارة المجموعات الأرشيفية وفق معايير مثل ISAD(G) و EAD.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform perangkat lunak untuk mengelola koleksi arsip mengikuti standar seperti ISAD(G) dan EAD.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 遵循ISAD(G)和EAD等标准管理档案馆藏的软件平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ArchiefBeheerSysteem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Archivverwaltungssystem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SystèmeGestionArchives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SistemaGestiónArchivos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام إدارة الأرشيف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SistemManajemenArsip
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 档案管理系统
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Systeem voor langetermijnconservering van digitale objecten volgens OAIS-referentiemodelstandaarden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: System zur langfristigen Erhaltung digitaler Objekte nach OAIS-Referenzmodellstandards.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Système de préservation à long terme des objets numériques selon les normes du modèle de référence OAIS.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Sistema para la preservación a largo plazo de objetos digitales siguiendo estándares del modelo de referencia OAIS.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام للحفظ طويل المدى للكائنات الرقمية وفق معايير نموذج المرجع OAIS.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Sistem untuk pelestarian jangka panjang objek digital mengikuti standar model referensi OAIS.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 遵循OAIS参考模型标准进行数字对象长期保存的系统。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DigitaleConserveringSysteem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Digitalerhaltungssystem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SystèmePréservationNumérique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SistemaPreservaciónDigital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام الحفظ الرقمي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SistemPreservasiDigital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 数字保存系统
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Platform voor het beheren en verspreiden van wetenschappelijke output, onderzoeksgegevens en institutionele publicaties.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Plattform zur Verwaltung und Verbreitung wissenschaftlicher Erzeugnisse, Forschungsdaten und institutioneller Publikationen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme pour gérer et diffuser les productions savantes, données de recherche et publications institutionnelles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma para gestionar y difundir producciones académicas, datos de investigación y publicaciones institucionales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة لإدارة ونشر المخرجات الأكاديمية وبيانات البحث والمنشورات المؤسسية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform untuk mengelola dan menyebarkan hasil ilmiah, data penelitian, dan publikasi kelembagaan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 管理和传播学术成果、研究数据和机构出版物的平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: InstitutioneleRepository
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: InstitutionellesRepositorium
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: RéférentielInstitutionnel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: RepositorioInstitucional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المستودع المؤسسي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: RepositoriKelembagaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 机构知识库
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Platform voor het beheren van website-inhoud en digitale publicatie vaak geïntegreerd met collectiesystemen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Plattform zur Verwaltung von Website-Inhalten und digitalem Publishing, oft in Sammlungssysteme integriert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme pour gérer le contenu web et la publication numérique souvent intégrée aux systèmes de collection.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma para gestionar contenido web y publicación digital a menudo integrada con sistemas de colecciones.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة لإدارة محتوى الويب والنشر الرقمي غالبًا ما تكون متكاملة مع أنظمة المجموعات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform untuk mengelola konten web dan penerbitan digital sering terintegrasi dengan sistem koleksi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于管理网站内容和数字出版的平台，通常与馆藏系统集成。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ContentBeheerSysteem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ContentManagementSystem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SystèmeGestionContenu
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SistemaGestiónContenidos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام إدارة المحتوى
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SistemManajemenKonten
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 内容管理系统
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Platform voor het publiceren en beheren van gekoppelde open data met behulp van semantische webtechnologieën.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Plattform zur Veröffentlichung und Verwaltung verknüpfter offener Daten mit Semantic-Web-Technologien.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme pour publier et gérer les données ouvertes liées utilisant les technologies du web sémantique.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma para publicar y gestionar datos abiertos enlazados usando tecnologías web semánticas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة لنشر وإدارة البيانات المفتوحة المرتبطة باستخدام تقنيات الويب الدلالي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform untuk mempublikasikan dan mengelola data terbuka tertaut menggunakan teknologi web semantik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 使用语义网技术发布和管理关联开放数据的平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LinkedDataPlatform
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: LinkedDataPlattform
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: PlateformeDonnéesLiées
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: PlataformaDatosEnlazados
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة البيانات المرتبطة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PlatformDataTertaut
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 关联数据平台
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Systeem voor het plannen, organiseren en volgen van museumtentoonstellingen, leningen en installatielogistiek.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: System zur Planung, Organisation und Verfolgung von Museumsausstellungen, Leihgaben und Installationslogistik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Système pour planifier, organiser et suivre les expositions muséales, prêts et logistique d'installation.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Sistema para planificar, organizar y rastrear exposiciones museísticas, préstamos y logística de instalación.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام لتخطيط وتنظيم وتتبع المعارض المتحفية والقروض ولوجستيات التركيب.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Sistem untuk merencanakan, mengatur, dan melacak pameran museum, pinjaman, dan logistik instalasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于规划、组织和追踪博物馆展览、借展和安装物流的系统。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: TentoonstellingsBeheerSysteem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ausstellungsverwaltungssystem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SystèmeGestionExpositions
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SistemaGestiónExposiciones
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام إدارة المعارض
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SistemManajemenPameran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 展览管理系统
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Systeem voor het volgen van objectverplaatsing, condities en bewaring binnen erfgoedinstellingen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: System zur Verfolgung von Objektbewegungen, Zuständen und Verwahrung in Kultureinrichtungen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Système pour suivre les mouvements d'objets, les conditions et la garde dans les institutions patrimoniales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Sistema para rastrear movimiento de objetos, condiciones y custodia en instituciones patrimoniales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام لتتبع حركة الأشياء والظروف والحفظ في مؤسسات التراث.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Sistem untuk melacak pergerakan objek, kondisi, dan penguasaan dalam institusi warisan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 追踪遗产机构内物品移动、状况和保管的系统。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: RegistratieSysteem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Registrationssystem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SystèmeEnregistrement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SistemaRegistro
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام التسجيل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SistemRegistrasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 登记系统
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CathedralArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CathedralArchiveRecordSetType.yaml
index 90182e4de4..bb3387fc8f 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CathedralArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CathedralArchiveRecordSetType.yaml
@@ -3,6 +3,9 @@ name: CathedralArchiveRecordSetType
 title: CathedralArchive Record Set Type
 prefixes:
   linkml: https://w3id.org/linkml/
+  skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
+  rico: https://www.ica.org/standards/RiC/ontology#
 imports:
 - linkml:types
 - ../slots/has_scope
@@ -39,6 +42,8 @@ classes:
     class_uri: rico:RecordSetType
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
     keywords:
     - cathedral archive
     - record set type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ChurchArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ChurchArchiveRecordSetType.yaml
index 1eeaba86d2..ad7314fb95 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ChurchArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ChurchArchiveRecordSetType.yaml
@@ -43,6 +43,12 @@ classes:
     broad_mappings:
     - skos:Concept
     - rico:RecordSetType
+    - crm:E55_Type
+    keywords:
+    - church records
+    - ecclesiastical archives
+    - religious holdings
+    - provenance-based classification
     see_also:
     - ChurchArchive
     - ChurchGovernanceFonds
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ChurchArchiveSwedenRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ChurchArchiveSwedenRecordSetTypes.yaml
index c13db6d4d6..b2d5f1e549 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ChurchArchiveSwedenRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ChurchArchiveSwedenRecordSetTypes.yaml
@@ -68,55 +68,9 @@ classes:
         equals_string: "hc:SwedishParishRecordSeries"
       has_custodian:
         equals_string: "hc:ChurchArchiveSweden"
+    keywords:
+    - Swedish church property
+    - ecclesiastical assets
+    - church buildings
+    - glebe records
 
-  SwedishChurchPropertyFonds:
-    is_a: ChurchArchiveSwedenRecordSetType
-    class_uri: rico:RecordSetType
-    description: >-
-      Fonds-level aggregation of Swedish ecclesiastical asset administration and building stewardship records.
-    alt_descriptions:
-      nl: Aggregatie op fondsniveau van Zweedse kerkelijke administratie van goederen en gebouwenbeheer.
-      de: Fondsartige Aggregation schwedischer Unterlagen zur Verwaltung kirchlicher Vermögenswerte und Gebäudeaufsicht.
-      fr: Agrégat de niveau fonds des documents suédois de gestion des biens ecclésiastiques et d'entretien des bâtiments.
-      es: Agregación a nivel fondo de documentos suecos sobre administración de bienes eclesiásticos y mantenimiento de edificios.
-      ar: تجميع على مستوى الفوند لسجلات سويدية عن إدارة ممتلكات الكنيسة والإشراف على المباني.
-      id: Agregasi tingkat fonds dari rekod Swedia tentang administrasi aset gereja dan pemeliharaan bangunan.
-      zh: 瑞典教会资产管理与建筑维护记录的fonds级聚合。
-    structured_aliases:
-    - literal_form: Zweeds kerkgoederenfonds
-      predicate: EXACT_SYNONYM
-      in_language: nl
-    - literal_form: schwedischer Kirchenvermögensfonds
-      predicate: EXACT_SYNONYM
-      in_language: de
-    - literal_form: fonds suédois des biens ecclésiastiques
-      predicate: EXACT_SYNONYM
-      in_language: fr
-    - literal_form: fondo sueco de bienes eclesiásticos
-      predicate: EXACT_SYNONYM
-      in_language: es
-    - literal_form: فوند الممتلكات الكنسية السويدية
-      predicate: EXACT_SYNONYM
-      in_language: ar
-    - literal_form: fonds properti gereja Swedia
-      predicate: EXACT_SYNONYM
-      in_language: id
-    - literal_form: 瑞典教会财产档案基金
-      predicate: EXACT_SYNONYM
-      in_language: zh
-    broad_mappings:
-    - rico:RecordSetType
-    - skos:Concept
-    - crm:E55_Type
-    related_mappings:
-    - rico-rst:Fonds
-    slots:
-    - has_type
-    - has_score
-    - has_custodian
-    - has_note
-    slot_usage:
-      has_type:
-        equals_string: "hc:SwedishChurchPropertyFonds"
-      has_custodian:
-        equals_string: "hc:ChurchArchiveSweden"
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ClaimTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ClaimTypes.yaml
index 77f019064b..112862f5ec 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ClaimTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ClaimTypes.yaml
@@ -19,6 +19,28 @@ classes:
       Includes names, descriptions, and identity verification claims.
 
       '
+    alt_descriptions:
+      nl: >-
+        Claimtypen voor identiteitsinformatie van een organisatie.
+        Bevat naam-, beschrijvings- en identiteitsverificatieclaims.
+      de: >-
+        Claimtypen fuer Identitaetsinformationen einer Organisation.
+        Umfasst Namens-, Beschreibungs- und Identitaetsverifikations-Claims.
+      fr: >-
+        Types de revendications pour les informations d'identite d'une organisation.
+        Inclut des revendications de nom, de description et de verification d'identite.
+      es: >-
+        Tipos de reclamaciones para la informacion de identidad de una organizacion.
+        Incluye reclamaciones de nombre, descripcion y verificacion de identidad.
+      ar: >-
+        انواع المطالبات لمعلومات هوية المنظمة.
+        تشمل مطالبات الاسم والوصف والتحقق من الهوية.
+      id: >-
+        Jenis klaim untuk informasi identitas organisasi.
+        Mencakup klaim nama, deskripsi, dan verifikasi identitas.
+      zh: >-
+        用于组织身份信息的声明类型。
+        包括名称、描述以及身份验证类声明。
     comments:
     - 'Expected locations: <title>, <h1>, logo, meta tags, about sections'
     annotations:
@@ -35,6 +57,28 @@ classes:
       Expected in: <title>, <h1>, logo text, meta og:title
 
       '
+    alt_descriptions:
+      nl: >-
+        Officiele volledige naam van de organisatie.
+        Verwacht in: <title>, <h1>, logotekst, meta og:title.
+      de: >-
+        Offizieller vollstaendiger Name der Organisation.
+        Erwartet in: <title>, <h1>, Logotext, meta og:title.
+      fr: >-
+        Nom officiel complet de l'organisation.
+        Attendu dans : <title>, <h1>, texte du logo, meta og:title.
+      es: >-
+        Nombre oficial completo de la organizacion.
+        Esperado en: <title>, <h1>, texto del logo, meta og:title.
+      ar: >-
+        الاسم الرسمي الكامل للمنظمة.
+        متوقع في: <title> و <h1> ونص الشعار و meta og:title.
+      id: >-
+        Nama resmi lengkap organisasi.
+        Diharapkan pada: <title>, <h1>, teks logo, meta og:title.
+      zh: >-
+        组织的官方全称。
+        常见位置：<title>、<h1>、logo 文本、meta og:title。
     broad_mappings:
     - skos:Concept
   ShortNameClaim:
@@ -45,6 +89,28 @@ classes:
       Expected in: <h1>, logo, header
 
       '
+    alt_descriptions:
+      nl: >-
+        Afgekorte of korte naam van de organisatie.
+        Verwacht in: <h1>, logo, header.
+      de: >-
+        Abgekuerzter oder kurzer Name der Organisation.
+        Erwartet in: <h1>, Logo, Header.
+      fr: >-
+        Nom abrege ou nom court de l'organisation.
+        Attendu dans : <h1>, logo, en-tete.
+      es: >-
+        Nombre abreviado o corto de la organizacion.
+        Esperado en: <h1>, logo, encabezado.
+      ar: >-
+        الاسم المختصر او القصير للمنظمة.
+        متوقع في: <h1> والشعار والترويسة.
+      id: >-
+        Nama singkat atau singkatan organisasi.
+        Diharapkan pada: <h1>, logo, header.
+      zh: >-
+        组织的简称或缩写名称。
+        常见位置：<h1>、logo、页眉。
     broad_mappings:
     - skos:Concept
   DescriptionClaim:
@@ -55,6 +121,28 @@ classes:
       Expected in: <meta name=''description''>, about section
 
       '
+    alt_descriptions:
+      nl: >-
+        Beschrijving of "over"-tekst van de organisatie.
+        Verwacht in: <meta name='description'>, over-sectie.
+      de: >-
+        Beschreibung oder "Ueber"-Text der Organisation.
+        Erwartet in: <meta name='description'>, Ueber-uns-Bereich.
+      fr: >-
+        Description ou texte "a propos" de l'organisation.
+        Attendu dans : <meta name='description'>, section a propos.
+      es: >-
+        Descripcion o texto "acerca de" de la organizacion.
+        Esperado en: <meta name='description'>, seccion acerca de.
+      ar: >-
+        نص الوصف او "حول" للمنظمة.
+        متوقع في: <meta name='description'> وقسم حول.
+      id: >-
+        Deskripsi atau teks "tentang" untuk organisasi.
+        Diharapkan pada: <meta name='description'>, bagian tentang.
+      zh: >-
+        组织的简介或“关于”文本。
+        常见位置：<meta name='description'>、关于页面/板块。
     broad_mappings:
     - skos:Concept
   LegalNameClaim:
@@ -65,6 +153,28 @@ classes:
       May differ from display name.
 
       '
+    alt_descriptions:
+      nl: >-
+        Volledige wettelijke/geregistreerde naam van de organisatie.
+        Kan verschillen van de weergavenaam.
+      de: >-
+        Vollstaendiger rechtlicher/registrierter Name der Organisation.
+        Kann vom Anzeigenamen abweichen.
+      fr: >-
+        Nom legal/enregistre complet de l'organisation.
+        Peut differer du nom affiche.
+      es: >-
+        Nombre legal/registrado completo de la organizacion.
+        Puede diferir del nombre mostrado.
+      ar: >-
+        الاسم القانوني/المسجل الكامل للمنظمة.
+        قد يختلف عن الاسم المعروض.
+      id: >-
+        Nama legal/terdaftar lengkap organisasi.
+        Dapat berbeda dari nama tampilan.
+      zh: >-
+        组织的法定/注册全称。
+        可能与展示名称不同。
     broad_mappings:
     - skos:Concept
   CustodianNameClaim:
@@ -75,6 +185,28 @@ classes:
       May differ from display name in heritage context.
 
       '
+    alt_descriptions:
+      nl: >-
+        Officiele naam van de beheerder/custodian.
+        Kan in erfgoedcontext afwijken van de weergavenaam.
+      de: >-
+        Offizieller Name des Custodians.
+        Kann im Kulturerbekontext vom Anzeigenamen abweichen.
+      fr: >-
+        Nom officiel du depositaire (custodian).
+        Peut differer du nom affiche dans un contexte patrimonial.
+      es: >-
+        Nombre oficial del custodio.
+        Puede diferir del nombre mostrado en contexto patrimonial.
+      ar: >-
+        الاسم الرسمي للجهة الحاضنة/المشرفة.
+        قد يختلف عن الاسم المعروض في سياق التراث.
+      id: >-
+        Nama resmi kustodian.
+        Dapat berbeda dari nama tampilan dalam konteks warisan.
+      zh: >-
+        馆藏/保管机构（custodian）的官方名称。
+        在遗产语境下可能与展示名称不同。
     broad_mappings:
     - skos:Concept
   NameVerifiedClaim:
@@ -83,6 +215,21 @@ classes:
     description: 'Flag indicating name has been verified against authoritative source.
 
       '
+    alt_descriptions:
+      nl: >-
+        Vlag die aangeeft dat de naam is geverifieerd tegen een gezaghebbende bron.
+      de: >-
+        Kennzeichen, das angibt, dass der Name gegen eine autoritative Quelle verifiziert wurde.
+      fr: >-
+        Indicateur signalant que le nom a ete verifie a partir d'une source faisant autorite.
+      es: >-
+        Indicador de que el nombre ha sido verificado contra una fuente autorizada.
+      ar: >-
+        مؤشر يدل على ان الاسم تم التحقق منه مقابل مصدر موثوق.
+      id: >-
+        Penanda bahwa nama telah diverifikasi terhadap sumber otoritatif.
+      zh: >-
+        表示名称已对照权威来源完成核验的标志。
     broad_mappings:
     - skos:Concept
   ContactClaim:
@@ -93,6 +240,28 @@ classes:
       Includes email, phone, and general contact methods.
 
       '
+    alt_descriptions:
+      nl: >-
+        Claimtypen voor contactinformatie.
+        Bevat e-mail, telefoon en algemene contactmethoden.
+      de: >-
+        Claimtypen fuer Kontaktinformationen.
+        Umfasst E-Mail, Telefon und allgemeine Kontaktwege.
+      fr: >-
+        Types de revendications pour les informations de contact.
+        Inclut email, telephone et moyens de contact generaux.
+      es: >-
+        Tipos de reclamaciones para informacion de contacto.
+        Incluye correo electronico, telefono y metodos de contacto generales.
+      ar: >-
+        انواع المطالبات لمعلومات الاتصال.
+        تشمل البريد الالكتروني والهاتف وطرق الاتصال العامة.
+      id: >-
+        Jenis klaim untuk informasi kontak.
+        Mencakup email, telepon, dan metode kontak umum.
+      zh: >-
+        用于联系信息的声明类型。
+        包括电子邮件、电话以及通用联系方式。
     comments:
     - 'Expected locations: contact page, footer, structured data'
     broad_mappings:
@@ -105,6 +274,28 @@ classes:
       Expected in: <a href=''mailto:...''>, contact page, footer
 
       '
+    alt_descriptions:
+      nl: >-
+        Contact-e-mailadres.
+        Verwacht in: <a href='mailto:...'>, contactpagina, footer.
+      de: >-
+        Kontakt-E-Mail-Adresse.
+        Erwartet in: <a href='mailto:...'>, Kontaktseite, Footer.
+      fr: >-
+        Adresse email de contact.
+        Attendue dans : <a href='mailto:...'>, page contact, pied de page.
+      es: >-
+        Direccion de correo electronico de contacto.
+        Esperada en: <a href='mailto:...'>, pagina de contacto, pie de pagina.
+      ar: >-
+        عنوان البريد الالكتروني للتواصل.
+        متوقع في: <a href='mailto:...'> وصفحة الاتصال والتذييل.
+      id: >-
+        Alamat email kontak.
+        Diharapkan pada: <a href='mailto:...'>, halaman kontak, footer.
+      zh: >-
+        联系邮箱地址。
+        常见位置：<a href='mailto:...'>、联系页面、页脚。
     broad_mappings:
     - skos:Concept
   PhoneClaim:
@@ -115,6 +306,28 @@ classes:
       Expected in: <a href=''tel:...''>, contact page, footer
 
       '
+    alt_descriptions:
+      nl: >-
+        Contacttelefoonnummer.
+        Verwacht in: <a href='tel:...'>, contactpagina, footer.
+      de: >-
+        Kontakttelefonnummer.
+        Erwartet in: <a href='tel:...'>, Kontaktseite, Footer.
+      fr: >-
+        Numero de telephone de contact.
+        Attendu dans : <a href='tel:...'>, page contact, pied de page.
+      es: >-
+        Numero de telefono de contacto.
+        Esperado en: <a href='tel:...'>, pagina de contacto, pie de pagina.
+      ar: >-
+        رقم هاتف للتواصل.
+        متوقع في: <a href='tel:...'> وصفحة الاتصال والتذييل.
+      id: >-
+        Nomor telepon kontak.
+        Diharapkan pada: <a href='tel:...'>, halaman kontak, footer.
+      zh: >-
+        联系电话号码。
+        常见位置：<a href='tel:...'>、联系页面、页脚。
     broad_mappings:
     - skos:Concept
   AddressClaim:
@@ -125,6 +338,28 @@ classes:
       Expected in: contact page, footer, structured data
 
       '
+    alt_descriptions:
+      nl: >-
+        Fysiek adres (volledig).
+        Verwacht in: contactpagina, footer, structured data.
+      de: >-
+        Physische Adresse (vollstaendig).
+        Erwartet in: Kontaktseite, Footer, strukturierte Daten.
+      fr: >-
+        Adresse postale (complete).
+        Attendue dans : page contact, pied de page, donnees structurees.
+      es: >-
+        Direccion fisica (completa).
+        Esperada en: pagina de contacto, pie de pagina, datos estructurados.
+      ar: >-
+        العنوان الفعلي (كامل).
+        متوقع في: صفحة الاتصال والتذييل والبيانات المنظمة.
+      id: >-
+        Alamat fisik (lengkap).
+        Diharapkan pada: halaman kontak, footer, data terstruktur.
+      zh: >-
+        实体地址（完整）。
+        常见位置：联系页面、页脚、结构化数据。
     broad_mappings:
     - skos:Concept
   WebsiteClaim:
@@ -135,6 +370,28 @@ classes:
       Expected in: contact page, links
 
       '
+    alt_descriptions:
+      nl: >-
+        Website-URL (kan verschillen van source_url).
+        Verwacht in: contactpagina, links.
+      de: >-
+        Website-URL (kann von source_url abweichen).
+        Erwartet in: Kontaktseite, Links.
+      fr: >-
+        URL du site web (peut differer de source_url).
+        Attendue dans : page contact, liens.
+      es: >-
+        URL del sitio web (puede diferir de source_url).
+        Esperada en: pagina de contacto, enlaces.
+      ar: >-
+        رابط الموقع (قد يختلف عن source_url).
+        متوقع في: صفحة الاتصال والروابط.
+      id: >-
+        URL situs web (dapat berbeda dari source_url).
+        Diharapkan pada: halaman kontak, tautan.
+      zh: >-
+        网站 URL（可能与 source_url 不同）。
+        常见位置：联系页面、链接列表。
     broad_mappings:
     - skos:Concept
   SocialMediaClaim:
@@ -145,36 +402,98 @@ classes:
       Used when platform is not specified or for aggregate.
 
       '
+    alt_descriptions:
+      nl: >-
+        Algemene links naar socialmediaprofielen.
+        Gebruikt wanneer het platform niet is gespecificeerd of voor aggregatie.
+      de: >-
+        Allgemeine Links zu Social-Media-Profilen.
+        Verwendet, wenn die Plattform nicht angegeben ist oder fuer Aggregation.
+      fr: >-
+        Liens generaux vers des profils sur les reseaux sociaux.
+        Utilise lorsque la plateforme n'est pas specifiee ou pour l'agregation.
+      es: >-
+        Enlaces generales a perfiles de redes sociales.
+        Se usa cuando la plataforma no se especifica o para agregacion.
+      ar: >-
+        روابط عامة لملفات وسائل التواصل الاجتماعي.
+        تستخدم عندما لا يتم تحديد المنصة او للتجميع.
+      id: >-
+        Tautan umum profil media sosial.
+        Digunakan saat platform tidak ditentukan atau untuk agregasi.
+      zh: >-
+        通用社交媒体账号链接声明。
+        用于未指定平台或用于聚合的情况。
     broad_mappings:
     - skos:Concept
   FacebookClaim:
     is_a: SocialMediaClaim
     class_uri: hc:FacebookClaim
     description: Facebook page URL.
+    alt_descriptions:
+      nl: Facebook-pagina-URL.
+      de: URL der Facebook-Seite.
+      fr: URL de la page Facebook.
+      es: URL de la pagina de Facebook.
+      ar: رابط صفحة فيسبوك.
+      id: URL halaman Facebook.
+      zh: Facebook 页面 URL。
     broad_mappings:
     - skos:Concept
   TwitterClaim:
     is_a: SocialMediaClaim
     class_uri: hc:TwitterClaim
     description: Twitter/X profile URL.
+    alt_descriptions:
+      nl: Twitter/X-profiel-URL.
+      de: URL des Twitter/X-Profils.
+      fr: URL du profil Twitter/X.
+      es: URL del perfil de Twitter/X.
+      ar: رابط ملف تويتر/اكس.
+      id: URL profil Twitter/X.
+      zh: Twitter/X 账号 URL。
     broad_mappings:
     - skos:Concept
   InstagramClaim:
     is_a: SocialMediaClaim
     class_uri: hc:InstagramClaim
     description: Instagram profile URL.
+    alt_descriptions:
+      nl: Instagram-profiel-URL.
+      de: URL des Instagram-Profils.
+      fr: URL du profil Instagram.
+      es: URL del perfil de Instagram.
+      ar: رابط ملف انستغرام.
+      id: URL profil Instagram.
+      zh: Instagram 账号 URL。
     broad_mappings:
     - skos:Concept
   LinkedInClaim:
     is_a: SocialMediaClaim
     class_uri: hc:LinkedInClaim
     description: LinkedIn page URL.
+    alt_descriptions:
+      nl: LinkedIn-pagina-URL.
+      de: URL der LinkedIn-Seite.
+      fr: URL de la page LinkedIn.
+      es: URL de la pagina de LinkedIn.
+      ar: رابط صفحة لينكدان.
+      id: URL halaman LinkedIn.
+      zh: LinkedIn 页面 URL。
     broad_mappings:
     - skos:Concept
   YouTubeClaim:
     is_a: SocialMediaClaim
     class_uri: hc:YouTubeClaim
     description: YouTube channel URL.
+    alt_descriptions:
+      nl: YouTube-kanaal-URL.
+      de: URL des YouTube-Kanals.
+      fr: URL de la chaine YouTube.
+      es: URL del canal de YouTube.
+      ar: رابط قناة يوتيوب.
+      id: URL kanal YouTube.
+      zh: YouTube 频道 URL。
     broad_mappings:
     - skos:Concept
   MediaClaim:
@@ -185,6 +504,28 @@ classes:
       Includes logos, favicons, and social sharing images.
 
       '
+    alt_descriptions:
+      nl: >-
+        Claimtypen voor media-assets.
+        Bevat logo's, favicons en social sharing-afbeeldingen.
+      de: >-
+        Claimtypen fuer Medienassets.
+        Umfasst Logos, Favicons und Social-Sharing-Bilder.
+      fr: >-
+        Types de revendications pour les ressources media.
+        Inclut les logos, les favicons et les images de partage social.
+      es: >-
+        Tipos de reclamaciones para recursos multimedia.
+        Incluye logotipos, favicons e imagenes para compartir en redes.
+      ar: >-
+        انواع المطالبات لاصول الوسائط.
+        تشمل الشعارات والايقونات المفضلة وصور المشاركة الاجتماعية.
+      id: >-
+        Jenis klaim untuk aset media.
+        Mencakup logo, favicon, dan gambar berbagi sosial.
+      zh: >-
+        用于媒体资源的声明类型。
+        包括 logo、favicon 以及社交分享图片。
     comments:
     - 'Expected locations: header, <link> tags, meta og: tags'
     broad_mappings:
@@ -201,6 +542,42 @@ classes:
       Priority: SVG > PNG > JPG for quality.
 
       '
+    alt_descriptions:
+      nl: >-
+        URL van een logo-afbeelding van de organisatie.
+        Verwacht in: <img> in header/nav, og:image meta tag.
+        Let op: logo, brand, emblem, icon in class/id/alt-attributen.
+        Voorkeur: SVG > PNG > JPG.
+      de: >-
+        URL eines Logo-Bildes der Organisation.
+        Erwartet in: <img> im Header/Nav, og:image-Meta-Tag.
+        Suche nach: logo, brand, emblem, icon in class/id/alt-Attributen.
+        Prioritaet: SVG > PNG > JPG.
+      fr: >-
+        URL de l'image du logo de l'organisation.
+        Attendu dans : <img> dans l'en-tete/navigation, meta og:image.
+        Rechercher : logo, brand, emblem, icon dans les attributs class/id/alt.
+        Priorite : SVG > PNG > JPG.
+      es: >-
+        URL de la imagen del logotipo de la organizacion.
+        Esperado en: <img> en encabezado/nav, meta og:image.
+        Buscar: logo, brand, emblem, icon en atributos class/id/alt.
+        Prioridad: SVG > PNG > JPG.
+      ar: >-
+        رابط صورة شعار المنظمة.
+        متوقع في: <img> في الترويسة/التنقل، ووسم meta og:image.
+        ابحث عن: logo و brand و emblem و icon في سمات class/id/alt.
+        الاولوية: SVG ثم PNG ثم JPG.
+      id: >-
+        URL gambar logo organisasi.
+        Diharapkan pada: <img> di header/nav, meta og:image.
+        Cari: logo, brand, emblem, icon pada atribut class/id/alt.
+        Prioritas: SVG > PNG > JPG.
+      zh: >-
+        组织 logo 图片的 URL。
+        常见位置：header/nav 中的 <img>、meta og:image。
+        可查找：class/id/alt 属性中的 logo、brand、emblem、icon。
+        优先级：SVG > PNG > JPG。
     broad_mappings:
     - skos:Concept
   FaviconUrlClaim:
@@ -213,6 +590,35 @@ classes:
       Usually: /favicon.ico, /favicon.png
 
       '
+    alt_descriptions:
+      nl: >-
+        URL van de website-favicon.
+        Verwacht in: <link rel='icon'>, <link rel='shortcut icon'>.
+        Meestal: /favicon.ico, /favicon.png.
+      de: >-
+        URL des Website-Favicons.
+        Erwartet in: <link rel='icon'>, <link rel='shortcut icon'>.
+        Ueblich: /favicon.ico, /favicon.png.
+      fr: >-
+        URL du favicon du site.
+        Attendu dans : <link rel='icon'>, <link rel='shortcut icon'>.
+        Souvent : /favicon.ico, /favicon.png.
+      es: >-
+        URL del favicon del sitio web.
+        Esperado en: <link rel='icon'>, <link rel='shortcut icon'>.
+        Usualmente: /favicon.ico, /favicon.png.
+      ar: >-
+        رابط ايقونة الموقع (favicon).
+        متوقع في: <link rel='icon'> و <link rel='shortcut icon'>.
+        عادة: /favicon.ico و /favicon.png.
+      id: >-
+        URL favicon situs web.
+        Diharapkan pada: <link rel='icon'>, <link rel='shortcut icon'>.
+        Biasanya: /favicon.ico, /favicon.png.
+      zh: >-
+        网站 favicon 的 URL。
+        常见位置：<link rel='icon'>、<link rel='shortcut icon'>。
+        常见路径：/favicon.ico、/favicon.png。
     broad_mappings:
     - skos:Concept
   OgImageUrlClaim:
@@ -225,6 +631,35 @@ classes:
       Often the logo or a representative image.
 
       '
+    alt_descriptions:
+      nl: >-
+        Open Graph image-URL (afbeelding voor delen op social media).
+        Verwacht in: <meta property='og:image'>.
+        Vaak het logo of een representatieve afbeelding.
+      de: >-
+        Open-Graph-Bild-URL (Social-Sharing-Bild).
+        Erwartet in: <meta property='og:image'>.
+        Oft das Logo oder ein repraesentatives Bild.
+      fr: >-
+        URL de l'image Open Graph (image de partage social).
+        Attendue dans : <meta property='og:image'>.
+        Souvent le logo ou une image representative.
+      es: >-
+        URL de imagen Open Graph (imagen para compartir).
+        Esperada en: <meta property='og:image'>.
+        A menudo es el logotipo o una imagen representativa.
+      ar: >-
+        رابط صورة Open Graph (صورة المشاركة).
+        متوقع في: <meta property='og:image'>.
+        غالبا يكون الشعار او صورة ممثلة.
+      id: >-
+        URL gambar Open Graph (gambar untuk berbagi sosial).
+        Diharapkan pada: <meta property='og:image'>.
+        Sering berupa logo atau gambar representatif.
+      zh: >-
+        Open Graph 图片 URL（社交分享图）。
+        常见位置：<meta property='og:image'>。
+        通常为 logo 或代表性图片。
     broad_mappings:
     - skos:Concept
   OperationalClaim:
@@ -235,6 +670,28 @@ classes:
       Includes hours, admission, and accessibility.
 
       '
+    alt_descriptions:
+      nl: >-
+        Claimtypen voor operationele informatie.
+        Bevat openingstijden, toegangsbeleid en toegankelijkheidsinformatie.
+      de: >-
+        Claimtypen fuer betriebliche Informationen.
+        Umfasst Oeffnungszeiten, Eintritt und Barrierefreiheit.
+      fr: >-
+        Types de revendications pour les informations operationnelles.
+        Inclut les horaires, l'admission et l'accessibilite.
+      es: >-
+        Tipos de reclamaciones para informacion operativa.
+        Incluye horarios, admision y accesibilidad.
+      ar: >-
+        انواع المطالبات للمعلومات التشغيلية.
+        تشمل ساعات الزيارة والدخول وامكانية الوصول.
+      id: >-
+        Jenis klaim untuk informasi operasional.
+        Mencakup jam buka, admission, dan aksesibilitas.
+      zh: >-
+        用于运营信息的声明类型。
+        包括开放时间、入场信息与无障碍/可达性信息。
     comments:
     - 'Expected locations: visit page, contact page, structured data'
     broad_mappings:
@@ -247,18 +704,56 @@ classes:
       Expected in: visit page, contact page, structured data
 
       '
+    alt_descriptions:
+      nl: >-
+        Openingstijden / bezoektijden.
+        Verwacht in: visit page, contact page, structured data.
+      de: >-
+        Oeffnungszeiten / Besuchszeiten.
+        Erwartet in: visit page, contact page, structured data.
+      fr: >-
+        Horaires d'ouverture / heures de visite.
+        Attendu dans : visit page, contact page, structured data.
+      es: >-
+        Horarios de apertura / horarios de visita.
+        Esperado en: visit page, contact page, structured data.
+      ar: >-
+        ساعات العمل / اوقات الزيارة.
+        متوقع في: visit page و contact page و structured data.
+      id: >-
+        Jam buka / waktu kunjungan.
+        Diharapkan pada: visit page, contact page, structured data.
+      zh: >-
+        开放时间/参观时间。
+        常见位置：visit page、contact page、structured data。
     broad_mappings:
     - skos:Concept
   AdmissionInfoClaim:
     is_a: OperationalClaim
     class_uri: hc:AdmissionInfoClaim
     description: Admission prices or policies.
+    alt_descriptions:
+      nl: Toegangsprijzen of toegangsbeleid.
+      de: Eintrittspreise oder Zugangsrichtlinien.
+      fr: Tarifs d'entree ou politiques d'admission.
+      es: Precios de entrada o politicas de admision.
+      ar: اسعار الدخول او سياسات الدخول.
+      id: Harga tiket masuk atau kebijakan admission.
+      zh: 门票价格或入场政策。
     broad_mappings:
     - skos:Concept
   AccessibilityInfoClaim:
     is_a: OperationalClaim
     class_uri: hc:AccessibilityInfoClaim
     description: Accessibility information for visitors.
+    alt_descriptions:
+      nl: Toegankelijkheidsinformatie voor bezoekers.
+      de: Informationen zur Barrierefreiheit fuer Besucher.
+      fr: Informations d'accessibilite pour les visiteurs.
+      es: Informacion de accesibilidad para visitantes.
+      ar: معلومات امكانية الوصول للزوار.
+      id: Informasi aksesibilitas untuk pengunjung.
+      zh: 面向访客的无障碍/可达性信息。
     broad_mappings:
     - skos:Concept
   CollectionClaim:
@@ -269,6 +764,28 @@ classes:
       Includes counts and descriptions of holdings.
 
       '
+    alt_descriptions:
+      nl: >-
+        Claimtypen voor collectiestatistieken en -informatie.
+        Bevat aantallen en beschrijvingen van collecties/bezit.
+      de: >-
+        Claimtypen fuer Sammlungsstatistiken und -informationen.
+        Umfasst Zahlen und Beschreibungen der Bestaende.
+      fr: >-
+        Types de revendications pour les statistiques et informations de collection.
+        Inclut des comptages et des descriptions des fonds/collections.
+      es: >-
+        Tipos de reclamaciones para estadisticas e informacion de coleccion.
+        Incluye recuentos y descripciones de los fondos.
+      ar: >-
+        انواع المطالبات لاحصاءات ومعلومات المجموعة.
+        تشمل الاعداد والاوصاف للمقتنيات.
+      id: >-
+        Jenis klaim untuk statistik dan informasi koleksi.
+        Mencakup jumlah dan deskripsi kepemilikan.
+      zh: >-
+        用于馆藏统计与信息的声明类型。
+        包括数量指标以及持有内容的描述。
     comments:
     - 'Expected locations: collection pages, about sections'
     broad_mappings:
@@ -277,24 +794,56 @@ classes:
     is_a: CollectionClaim
     class_uri: hc:CollectionCountClaim
     description: Number of items in collection.
+    alt_descriptions:
+      nl: Aantal items in de collectie.
+      de: Anzahl der Objekte in der Sammlung.
+      fr: Nombre d'elements dans la collection.
+      es: Numero de elementos en la coleccion.
+      ar: عدد العناصر في المجموعة.
+      id: Jumlah item dalam koleksi.
+      zh: 馆藏项目数量。
     broad_mappings:
     - skos:Concept
   BeeldbankTotalPhotosClaim:
     is_a: CollectionClaim
     class_uri: hc:BeeldbankTotalPhotosClaim
     description: Total photos in image bank (beeldbank).
+    alt_descriptions:
+      nl: Totaal aantal foto's in de beeldbank.
+      de: Gesamtzahl der Fotos in der Bilddatenbank (Beeldbank).
+      fr: Nombre total de photos dans la banque d'images (beeldbank).
+      es: Total de fotos en el banco de imagenes (beeldbank).
+      ar: العدد الاجمالي للصور في بنك الصور (beeldbank).
+      id: Total foto dalam bank gambar (beeldbank).
+      zh: 图像库（beeldbank）照片总数。
     broad_mappings:
     - skos:Concept
   BeeldbankDescribedPhotosClaim:
     is_a: CollectionClaim
     class_uri: hc:BeeldbankDescribedPhotosClaim
     description: Number of described photos in image bank.
+    alt_descriptions:
+      nl: Aantal beschreven foto's in de beeldbank.
+      de: Anzahl der beschriebenen Fotos in der Bilddatenbank.
+      fr: Nombre de photos decrites dans la banque d'images.
+      es: Numero de fotos descritas en el banco de imagenes.
+      ar: عدد الصور الموصوفة في بنك الصور.
+      id: Jumlah foto yang dideskripsikan dalam bank gambar.
+      zh: 图像库中已描述（带元数据）的照片数量。
     broad_mappings:
     - skos:Concept
   OldestMapClaim:
     is_a: CollectionClaim
     class_uri: hc:OldestMapClaim
     description: Reference to oldest map in collection.
+    alt_descriptions:
+      nl: Verwijzing naar de oudste kaart in de collectie.
+      de: Verweis auf die aelteste Karte in der Sammlung.
+      fr: Reference a la carte la plus ancienne de la collection.
+      es: Referencia al mapa mas antiguo de la coleccion.
+      ar: اشارة الى اقدم خريطة في المجموعة.
+      id: Rujukan ke peta tertua dalam koleksi.
+      zh: 对馆藏中最早地图的引用/指示。
     broad_mappings:
     - skos:Concept
   OrganizationalClaim:
@@ -305,6 +854,28 @@ classes:
       Includes founding, identifiers, and legal form.
 
       '
+    alt_descriptions:
+      nl: >-
+        Claimtypen voor organisatiestructuur en juridische informatie.
+        Bevat oprichting, identifiers en rechtsvorm.
+      de: >-
+        Claimtypen fuer Organisationsstruktur und rechtliche Informationen.
+        Umfasst Gruendung, Kennungen und Rechtsform.
+      fr: >-
+        Types de revendications pour la structure organisationnelle et les informations legales.
+        Inclut la fondation, des identifiants et la forme juridique.
+      es: >-
+        Tipos de reclamaciones para estructura organizativa e informacion legal.
+        Incluye fundacion, identificadores y forma legal.
+      ar: >-
+        انواع المطالبات للهيكل التنظيمي والمعلومات القانونية.
+        تشمل التاسيس والمعرفات والشكل القانوني.
+      id: >-
+        Jenis klaim untuk struktur organisasi dan informasi legal.
+        Mencakup pendirian, pengidentifikasi, dan bentuk hukum.
+      zh: >-
+        用于组织结构与法律信息的声明类型。
+        包括成立信息、标识符以及法律形式。
     comments:
     - 'Expected locations: about page, footer, structured data'
     broad_mappings:
@@ -313,6 +884,14 @@ classes:
     is_a: OrganizationalClaim
     class_uri: hc:FoundingDateClaim
     description: When organization was founded.
+    alt_descriptions:
+      nl: Datum waarop de organisatie is opgericht.
+      de: Datum, an dem die Organisation gegruendet wurde.
+      fr: Date de fondation de l'organisation.
+      es: Fecha de fundacion de la organizacion.
+      ar: تاريخ تاسيس المنظمة.
+      id: Tanggal pendirian organisasi.
+      zh: 组织成立日期。
     broad_mappings:
     - skos:Concept
   FoundedClaim:
@@ -323,30 +902,84 @@ classes:
       Alternative format to founding_date.
 
       '
+    alt_descriptions:
+      nl: >-
+        Oprichtingsjaar of -datum.
+        Alternatief formaat voor founding_date.
+      de: >-
+        Gruendungsjahr oder -datum.
+        Alternatives Format zu founding_date.
+      fr: >-
+        Annee ou date de fondation.
+        Format alternatif a founding_date.
+      es: >-
+        Ano o fecha de fundacion.
+        Formato alternativo a founding_date.
+      ar: >-
+        سنة او تاريخ التاسيس.
+        تنسيق بديل لـ founding_date.
+      id: >-
+        Tahun atau tanggal pendirian.
+        Format alternatif untuk founding_date.
+      zh: >-
+        成立年份或日期。
+        作为 founding_date 的替代格式。
     broad_mappings:
     - skos:Concept
   KvkNumberClaim:
     is_a: OrganizationalClaim
     class_uri: hc:KvkNumberClaim
     description: Dutch Chamber of Commerce number.
+    alt_descriptions:
+      nl: Nederlands Kamer van Koophandel-nummer (KvK).
+      de: Niederlaendische Handelsregisternummer (KvK).
+      fr: Numero de la Chambre de commerce neerlandaise (KvK).
+      es: Numero de la Camara de Comercio neerlandesa (KvK).
+      ar: رقم غرفة التجارة الهولندية (KvK).
+      id: Nomor Kamar Dagang Belanda (KvK).
+      zh: 荷兰商会注册号（KvK）。
     broad_mappings:
     - skos:Concept
   IsilCodeClaim:
     is_a: OrganizationalClaim
     class_uri: hc:IsilCodeClaim
     description: ISIL identifier.
+    alt_descriptions:
+      nl: ISIL-identificatie.
+      de: ISIL-Kennung.
+      fr: Identifiant ISIL.
+      es: Identificador ISIL.
+      ar: معرّف ISIL.
+      id: Pengenal ISIL.
+      zh: ISIL 标识符。
     broad_mappings:
     - skos:Concept
   WikidataIdClaim:
     is_a: OrganizationalClaim
     class_uri: hc:WikidataIdClaim
     description: Wikidata Q-number.
+    alt_descriptions:
+      nl: Wikidata Q-nummer.
+      de: Wikidata-Q-Nummer.
+      fr: Numero Q Wikidata.
+      es: Numero Q de Wikidata.
+      ar: رقم Q في ويكي بيانات.
+      id: Nomor Q Wikidata.
+      zh: Wikidata Q 编号。
     broad_mappings:
     - skos:Concept
   ParentOrganizationClaim:
     is_a: OrganizationalClaim
     class_uri: hc:ParentOrganizationClaim
     description: Parent organization reference.
+    alt_descriptions:
+      nl: Verwijzing naar de moederorganisatie.
+      de: Verweis auf die Mutterorganisation.
+      fr: Reference a l'organisation parente.
+      es: Referencia a la organizacion matriz.
+      ar: مرجع للمنظمة الام.
+      id: Referensi organisasi induk.
+      zh: 上级/母组织引用。
     broad_mappings:
     - skos:Concept
   LegalFormClaim:
@@ -359,6 +992,28 @@ classes:
       English: foundation, association, LLC, corporation.
 
       '
+    alt_descriptions:
+      nl: >-
+        Rechtsvorm/structuur van de organisatie.
+        Voorbeelden (NL): stichting, vereniging, vof, bv, nv.
+      de: >-
+        Rechtsform/Struktur der Organisation.
+        Beispiele (NL): stichting, vereniging, vof, bv, nv.
+      fr: >-
+        Forme/structure juridique de l'organisation.
+        Exemples (NL) : stichting, vereniging, vof, bv, nv.
+      es: >-
+        Forma/estructura legal de la organizacion.
+        Ejemplos (NL): stichting, vereniging, vof, bv, nv.
+      ar: >-
+        الشكل/البنية القانونية للمنظمة.
+        امثلة (هولندا): stichting و vereniging و vof و bv و nv.
+      id: >-
+        Bentuk/struktur hukum organisasi.
+        Contoh (NL): stichting, vereniging, vof, bv, nv.
+      zh: >-
+        组织的法律形式/结构。
+        示例（荷兰）：stichting、vereniging、vof、bv、nv。
     broad_mappings:
     - skos:Concept
   GeographicScopeClaim:
@@ -371,12 +1026,49 @@ classes:
       Specific areas: gemeente, provincie, regio.
 
       '
+    alt_descriptions:
+      nl: >-
+        Geografisch gebied dat door de organisatie wordt bediend.
+        Voorbeelden: lokaal, regionaal, nationaal, internationaal.
+        Specifiek: gemeente, provincie, regio.
+      de: >-
+        Geografisches Gebiet, das von der Organisation bedient wird.
+        Beispiele: lokal, regional, national, international.
+        Spezifisch: gemeente, provincie, regio.
+      fr: >-
+        Zone geographique desservie par l'organisation.
+        Exemples : local, regional, national, international.
+        Zones specifiques : gemeente, provincie, regio.
+      es: >-
+        Area geografica atendida por la organizacion.
+        Ejemplos: local, regional, nacional, internacional.
+        Areas especificas: gemeente, provincie, regio.
+      ar: >-
+        النطاق الجغرافي الذي تخدمه المنظمة.
+        امثلة: محلي، اقليمي، وطني، دولي.
+        مناطق محددة: gemeente و provincie و regio.
+      id: >-
+        Wilayah geografis yang dilayani organisasi.
+        Contoh: lokal, regional, nasional, internasional.
+        Wilayah spesifik: gemeente, provincie, regio.
+      zh: >-
+        组织服务的地理范围。
+        示例：本地、地区、国家、国际。
+        具体区域：gemeente、provincie、regio。
     broad_mappings:
     - skos:Concept
   CommitteeClaim:
     is_a: OrganizationalClaim
     class_uri: hc:CommitteeClaim
     description: Committee or board member information.
+    alt_descriptions:
+      nl: Informatie over commissie- of bestuursleden.
+      de: Informationen zu Ausschuss- oder Vorstandsmitgliedern.
+      fr: Informations sur les membres d'un comite ou du conseil.
+      es: Informacion sobre miembros del comite o del consejo.
+      ar: معلومات عن اعضاء اللجنة او مجلس الادارة.
+      id: Informasi anggota komite atau dewan.
+      zh: 委员会或董事会成员信息。
     broad_mappings:
     - skos:Concept
   DocumentClaim:
@@ -387,6 +1079,28 @@ classes:
       Includes reports, policies, and financial statements.
 
       '
+    alt_descriptions:
+      nl: >-
+        Claimtypen voor organisatiedocumenten.
+        Bevat rapporten, beleidsstukken en financiele documenten.
+      de: >-
+        Claimtypen fuer Organisationsdokumente.
+        Umfasst Berichte, Richtlinien/Policies und Finanzdokumente.
+      fr: >-
+        Types de revendications pour les documents organisationnels.
+        Inclut des rapports, des politiques et des etats financiers.
+      es: >-
+        Tipos de reclamaciones para documentos organizacionales.
+        Incluye informes, politicas y estados financieros.
+      ar: >-
+        انواع المطالبات لوثائق المنظمة.
+        تشمل التقارير والسياسات والبيانات المالية.
+      id: >-
+        Jenis klaim untuk dokumen organisasi.
+        Mencakup laporan, kebijakan, dan laporan keuangan.
+      zh: >-
+        用于组织类文档的声明类型。
+        包括报告、政策文件与财务报表。
     comments:
     - 'Expected locations: /over-ons/, /organisatie/, /documenten/'
     broad_mappings:
@@ -403,6 +1117,32 @@ classes:
       English: annual report.
 
       '
+    alt_descriptions:
+      nl: >-
+        Link naar het jaarverslag (PDF).
+        Verwacht in: /over-ons/jaarverslagen/, /organisatie/jaarverslagen/.
+        NL: jaarverslag, publieksjaarverslag. EN: annual report.
+      de: >-
+        Link zum Jahresbericht (PDF).
+        Erwartet in: /over-ons/jaarverslagen/, /organisatie/jaarverslagen/.
+        NL: jaarverslag, publieksjaarverslag. EN: annual report.
+      fr: >-
+        Lien vers le rapport annuel (PDF).
+        Attendu dans : /over-ons/jaarverslagen/, /organisatie/jaarverslagen/.
+        NL : jaarverslag, publieksjaarverslag. EN : annual report.
+      es: >-
+        Enlace al informe anual (PDF).
+        Esperado en: /over-ons/jaarverslagen/, /organisatie/jaarverslagen/.
+        NL: jaarverslag, publieksjaarverslag. EN: annual report.
+      ar: >-
+        رابط الى تقرير سنوي (PDF) (jaarverslag).
+        متوقع في: /over-ons/jaarverslagen/ و /organisatie/jaarverslagen/.
+      id: >-
+        Tautan ke laporan tahunan (PDF) (jaarverslag).
+        Diharapkan pada: /over-ons/jaarverslagen/, /organisatie/jaarverslagen/.
+      zh: >-
+        指向年度报告 PDF（jaarverslag）的链接。
+        常见路径：/over-ons/jaarverslagen/、/organisatie/jaarverslagen/。
     broad_mappings:
     - skos:Concept
   FinancialStatementUrlClaim:
@@ -417,12 +1157,42 @@ classes:
       English: financial statements, annual accounts.
 
       '
+    alt_descriptions:
+      nl: >-
+        Link naar jaarlijkse financiele stukken (jaarstukken, jaarrekening).
+        Verwacht in: /organisatie/jaarverslagen/, /over-ons/documenten/.
+      de: >-
+        Link zu jaehrlichen Finanzunterlagen (jaarstukken, jaarrekening).
+        Erwartet in: /organisatie/jaarverslagen/, /over-ons/documenten/.
+      fr: >-
+        Lien vers les etats financiers annuels (jaarstukken, jaarrekening).
+        Attendu dans : /organisatie/jaarverslagen/, /over-ons/documenten/.
+      es: >-
+        Enlace a estados financieros anuales (jaarstukken, jaarrekening).
+        Esperado en: /organisatie/jaarverslagen/, /over-ons/documenten/.
+      ar: >-
+        رابط الى البيانات/التقارير المالية السنوية (jaarstukken, jaarrekening).
+        متوقع في: /organisatie/jaarverslagen/ و /over-ons/documenten/.
+      id: >-
+        Tautan ke laporan keuangan tahunan (jaarstukken, jaarrekening).
+        Diharapkan pada: /organisatie/jaarverslagen/, /over-ons/documenten/.
+      zh: >-
+        指向年度财务报表/账目文件（jaarstukken, jaarrekening）的链接。
+        常见路径：/organisatie/jaarverslagen/、/over-ons/documenten/。
     broad_mappings:
     - skos:Concept
   AnbiPublicationUrlClaim:
     is_a: DocumentClaim
     class_uri: hc:AnbiPublicationUrlClaim
     description: 'ANBI publication link (Dutch charity tax status requirement).'
+    alt_descriptions:
+      nl: ANBI-publicatielink (vereiste voor Nederlandse ANBI-status).
+      de: ANBI-Publikationslink (Anforderung fuer niederlaendischen ANBI-Status).
+      fr: Lien de publication ANBI (exigence fiscale neerlandaise).
+      es: Enlace de publicacion ANBI (requisito fiscal neerlandes).
+      ar: رابط نشر ANBI (متطلب ضريبي هولندي للجمعيات الخيرية).
+      id: Tautan publikasi ANBI (persyaratan status pajak amal Belanda).
+      zh: ANBI 公示/发布链接（荷兰慈善税务身份要求）。
     broad_mappings:
     - skos:Concept
     comments:
@@ -437,6 +1207,25 @@ classes:
       English: multi-year policy, strategic plan.
 
       '
+    alt_descriptions:
+      nl: >-
+        Link naar meerjarenbeleid/beleidsplan (strategisch plan).
+        NL: meerjarenbeleid, beleidsplan, strategisch plan.
+      de: >-
+        Link zu einem Mehrjahres-Policy-/Strategiedokument.
+        NL: meerjarenbeleid, beleidsplan, strategisch plan.
+      fr: >-
+        Lien vers un document de politique pluriannuelle (plan strategique).
+        NL: meerjarenbeleid, beleidsplan, strategisch plan.
+      es: >-
+        Enlace a un documento de politica plurianual (plan estrategico).
+        NL: meerjarenbeleid, beleidsplan, strategisch plan.
+      ar: >-
+        رابط الى وثيقة سياسة متعددة السنوات (meerjarenbeleid, beleidsplan).
+      id: >-
+        Tautan ke dokumen kebijakan multi-tahun (meerjarenbeleid, beleidsplan).
+      zh: >-
+        指向多年政策/战略规划文件（meerjarenbeleid, beleidsplan）的链接。
     broad_mappings:
     - skos:Concept
   FinancialDocumentYearClaim:
@@ -449,24 +1238,70 @@ classes:
       Format: YYYY (e.g., 2024).
 
       '
+    alt_descriptions:
+      nl: >-
+        Boekjaar van een financieel document (afgeleid uit bestandsnaam/context).
+        Formaat: YYYY (bijv. 2024).
+      de: >-
+        Geschaeftsjahr eines Finanzdokuments (aus Dateiname/Kontext extrahiert).
+        Format: YYYY (z. B. 2024).
+      fr: >-
+        Exercice fiscal d'un document financier (extrait du nom de fichier/contexte).
+        Format : YYYY (ex. 2024).
+      es: >-
+        Ano fiscal de un documento financiero (extraido del nombre de archivo/contexto).
+        Formato: YYYY (p. ej., 2024).
+      ar: >-
+        السنة المالية لوثيقة مالية (مستخرجة من اسم الملف/السياق).
+        التنسيق: YYYY (مثل 2024).
+      id: >-
+        Tahun fiskal untuk dokumen keuangan (diekstrak dari nama file/konteks).
+        Format: YYYY (misalnya 2024).
+      zh: >-
+        财务文档对应的会计年度（从文件名/上下文提取）。
+        格式：YYYY（例如 2024）。
     broad_mappings:
     - skos:Concept
   PublicationsUrlClaim:
     is_a: DocumentClaim
     class_uri: hc:PublicationsUrlClaim
     description: URL to publications page.
+    alt_descriptions:
+      nl: URL naar de publicatiepagina.
+      de: URL zur Publikationsseite.
+      fr: URL de la page des publications.
+      es: URL a la pagina de publicaciones.
+      ar: رابط صفحة المنشورات.
+      id: URL ke halaman publikasi.
+      zh: 出版物页面 URL。
     broad_mappings:
     - skos:Concept
   JournalNameClaim:
     is_a: DocumentClaim
     class_uri: hc:JournalNameClaim
     description: Name of journal or periodical published.
+    alt_descriptions:
+      nl: Naam van het uitgegeven tijdschrift of periodiek.
+      de: Name der veroeffentlichten Zeitschrift/Periodika.
+      fr: Nom du journal ou periodique publie.
+      es: Nombre de la revista o periodico publicado.
+      ar: اسم المجلة او الدورية المنشورة.
+      id: Nama jurnal atau terbitan berkala yang diterbitkan.
+      zh: 出版的期刊/刊物名称。
     broad_mappings:
     - skos:Concept
   DonationUrlClaim:
     is_a: DocumentClaim
     class_uri: hc:DonationUrlClaim
     description: URL for donation/support page.
+    alt_descriptions:
+      nl: URL naar donatie-/steunpagina.
+      de: URL zur Spenden-/Unterstuetzungsseite.
+      fr: URL de la page de don/ soutien.
+      es: URL de la pagina de donacion/apoyo.
+      ar: رابط صفحة التبرع/الدعم.
+      id: URL halaman donasi/dukungan.
+      zh: 捐赠/支持页面 URL。
     broad_mappings:
     - skos:Concept
   GeographicClaim:
@@ -477,6 +1312,28 @@ classes:
       More granular than AddressClaim.
 
       '
+    alt_descriptions:
+      nl: >-
+        Claimtypen voor geografische/adrescomponenten.
+        Fijnmaziger dan AddressClaim.
+      de: >-
+        Claimtypen fuer geografische/Adresskomponenten.
+        Granularer als AddressClaim.
+      fr: >-
+        Types de revendications pour des composants geographiques/d'adresse.
+        Plus granulaires que AddressClaim.
+      es: >-
+        Tipos de reclamaciones para componentes geograficos/de direccion.
+        Mas granulares que AddressClaim.
+      ar: >-
+        انواع المطالبات لمكونات جغرافية/العنوان.
+        اكثر تفصيلا من AddressClaim.
+      id: >-
+        Jenis klaim untuk komponen geografis/alamat.
+        Lebih rinci daripada AddressClaim.
+      zh: >-
+        用于地理/地址组件的声明类型。
+        粒度比 AddressClaim 更细。
     comments:
     - 'Expected locations: contact page, footer, structured data'
     broad_mappings:
@@ -485,6 +1342,14 @@ classes:
     is_a: GeographicClaim
     class_uri: hc:StreetAddressClaim
     description: Street address (straatnaam + huisnummer).
+    alt_descriptions:
+      nl: Straatadres (straatnaam + huisnummer).
+      de: Strassenadresse (Strassenname + Hausnummer).
+      fr: Adresse de rue (nom de rue + numero).
+      es: Direccion (calle + numero).
+      ar: عنوان الشارع (اسم الشارع + رقم المنزل).
+      id: Alamat jalan (nama jalan + nomor rumah).
+      zh: 街道地址（straatnaam + huisnummer）。
     broad_mappings:
     - skos:Concept
   PostalCodeClaim:
@@ -495,24 +1360,70 @@ classes:
       Dutch: postcode (e.g., 1234 AB).
 
       '
+    alt_descriptions:
+      nl: >-
+        Postcode.
+        NL: postcode (bijv. 1234 AB).
+      de: >-
+        Postleitzahl.
+        NL: postcode (z. B. 1234 AB).
+      fr: >-
+        Code postal.
+        NL : postcode (ex. 1234 AB).
+      es: >-
+        Codigo postal.
+        NL: postcode (p. ej., 1234 AB).
+      ar: >-
+        الرمز البريدي.
+        هولندا: postcode (مثل 1234 AB).
+      id: >-
+        Kode pos.
+        NL: postcode (mis. 1234 AB).
+      zh: >-
+        邮政编码。
+        荷兰：postcode（例如 1234 AB）。
     broad_mappings:
     - skos:Concept
   CityClaim:
     is_a: GeographicClaim
     class_uri: hc:CityClaim
     description: City or municipality name.
+    alt_descriptions:
+      nl: Naam van stad of gemeente.
+      de: Name der Stadt oder Gemeinde.
+      fr: Nom de la ville ou de la commune.
+      es: Nombre de la ciudad o municipio.
+      ar: اسم المدينة او البلدية.
+      id: Nama kota atau munisipalitas.
+      zh: 城市或市政区名称。
     broad_mappings:
     - skos:Concept
   MunicipalityClaim:
     is_a: GeographicClaim
     class_uri: hc:MunicipalityClaim
     description: Municipality/gemeente name.
+    alt_descriptions:
+      nl: Naam van de gemeente.
+      de: Name der Gemeinde (gemeente).
+      fr: Nom de la commune (gemeente).
+      es: Nombre del municipio (gemeente).
+      ar: اسم البلدية (gemeente).
+      id: Nama munisipalitas (gemeente).
+      zh: 市镇/自治体（gemeente）名称。
     broad_mappings:
     - skos:Concept
   ProvinceClaim:
     is_a: GeographicClaim
     class_uri: hc:ProvinceClaim
     description: Province or state.
+    alt_descriptions:
+      nl: Provincie of staat.
+      de: Provinz oder Bundesstaat.
+      fr: Province ou etat.
+      es: Provincia o estado.
+      ar: محافظة او ولاية.
+      id: Provinsi atau negara bagian.
+      zh: 省/州。
     broad_mappings:
     - skos:Concept
   ArchivalClaim:
@@ -523,6 +1434,28 @@ classes:
       Includes archive and image bank (beeldbank) claims.
 
       '
+    alt_descriptions:
+      nl: >-
+        Claimtypen specifiek voor archiefhoudingen.
+        Bevat archief- en beeldbankclaims.
+      de: >-
+        Claimtypen speziell fuer Archivbestaende.
+        Umfasst Archiv- und Bilddatenbank-(Beeldbank)-Claims.
+      fr: >-
+        Types de revendications specifiques aux fonds d'archives.
+        Inclut des revendications pour l'archive et la banque d'images (beeldbank).
+      es: >-
+        Tipos de reclamaciones especificas para fondos de archivo.
+        Incluye reclamaciones de archivo y banco de imagenes (beeldbank).
+      ar: >-
+        انواع المطالبات الخاصة بمقتنيات الارشيف.
+        تشمل مطالبات الارشيف وبنك الصور (beeldbank).
+      id: >-
+        Jenis klaim khusus untuk holdings arsip.
+        Mencakup klaim arsip dan bank gambar (beeldbank).
+      zh: >-
+        面向档案馆藏的专用声明类型。
+        包括档案与图像库（beeldbank）相关声明。
     comments:
     - Dutch-specific archival terminology
     broad_mappings:
@@ -531,24 +1464,56 @@ classes:
     is_a: ArchivalClaim
     class_uri: hc:ArchiefDescriptionClaim
     description: Description of archive/archief holdings.
+    alt_descriptions:
+      nl: Beschrijving van archiefhoudingen.
+      de: Beschreibung der Archivbestaende.
+      fr: Description des fonds d'archives.
+      es: Descripcion de los fondos de archivo.
+      ar: وصف مقتنيات الارشيف.
+      id: Deskripsi holdings arsip.
+      zh: 档案馆藏描述。
     broad_mappings:
     - skos:Concept
   ArchiefUrlClaim:
     is_a: ArchivalClaim
     class_uri: hc:ArchiefUrlClaim
     description: URL to archive/archief section.
+    alt_descriptions:
+      nl: URL naar de archiefsectie.
+      de: URL zum Archivbereich.
+      fr: URL vers la section archives.
+      es: URL a la seccion de archivo.
+      ar: رابط قسم الارشيف.
+      id: URL ke bagian arsip.
+      zh: 档案板块 URL。
     broad_mappings:
     - skos:Concept
   BeeldbankDescriptionClaim:
     is_a: ArchivalClaim
     class_uri: hc:BeeldbankDescriptionClaim
     description: Description of image bank/beeldbank.
+    alt_descriptions:
+      nl: Beschrijving van de beeldbank.
+      de: Beschreibung der Bilddatenbank (Beeldbank).
+      fr: Description de la banque d'images (beeldbank).
+      es: Descripcion del banco de imagenes (beeldbank).
+      ar: وصف بنك الصور (beeldbank).
+      id: Deskripsi bank gambar (beeldbank).
+      zh: 图像库（beeldbank）描述。
     broad_mappings:
     - skos:Concept
   BeeldbankUrlClaim:
     is_a: ArchivalClaim
     class_uri: hc:BeeldbankUrlClaim
     description: URL to image bank/beeldbank section.
+    alt_descriptions:
+      nl: URL naar de beeldbanksectie.
+      de: URL zum Bilddatenbank-/Beeldbank-Bereich.
+      fr: URL vers la section banque d'images (beeldbank).
+      es: URL a la seccion del banco de imagenes (beeldbank).
+      ar: رابط قسم بنك الصور (beeldbank).
+      id: URL ke bagian bank gambar (beeldbank).
+      zh: 图像库（beeldbank）板块 URL。
     broad_mappings:
     - skos:Concept
   EventClaim:
@@ -559,11 +1524,41 @@ classes:
       Includes upcoming events and activities.
 
       '
+    alt_descriptions:
+      nl: >-
+        Claimtypen voor evenementinformatie.
+        Bevat aankomende evenementen en activiteiten.
+      de: >-
+        Claimtypen fuer Veranstaltungsinformationen.
+        Umfasst bevorstehende Events und Aktivitaeten.
+      fr: >-
+        Types de revendications pour les informations d'evenement.
+        Inclut les evenements et activites a venir.
+      es: >-
+        Tipos de reclamaciones para informacion de eventos.
+        Incluye eventos y actividades proximos.
+      ar: >-
+        انواع المطالبات لمعلومات الفعاليات.
+        تشمل الفعاليات والانشطة القادمة.
+      id: >-
+        Jenis klaim untuk informasi acara.
+        Mencakup acara dan aktivitas yang akan datang.
+      zh: >-
+        用于活动信息的声明类型。
+        包括即将举办的活动与项目。
     broad_mappings:
     - skos:Concept
   UpcomingEventClaim:
     is_a: EventClaim
     class_uri: hc:UpcomingEventClaim
     description: Information about upcoming event.
+    alt_descriptions:
+      nl: Informatie over een aankomend evenement.
+      de: Informationen ueber eine bevorstehende Veranstaltung.
+      fr: Informations sur un evenement a venir.
+      es: Informacion sobre un evento proximo.
+      ar: معلومات عن فعالية قادمة.
+      id: Informasi tentang acara yang akan datang.
+      zh: 即将举行活动的信息。
     broad_mappings:
     - skos:Concept
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ClassificationStatusType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ClassificationStatusType.yaml
index 738a7a0465..cf8cc9a769 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ClassificationStatusType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ClassificationStatusType.yaml
@@ -33,27 +33,45 @@ classes:
       zh: >-
         抽象分类节点，表示机构分类工作流中的成熟度或不确定性状态。
     structured_aliases:
-      nl: Classificatiestatus
-      de: Klassifizierungsstatus
-      fr: Statut de classification
-      es: Estado de clasificación
-      ar: حالة التصنيف
-      id: Status Klasifikasi
-      zh: 分类状态
-    broad_mappings:
-    - skos:Concept
-    close_mappings:
-    - crm:E55_Type
-    slots:
-    - has_label
-    - has_description
-    annotations:
-      custodian_types: '["U"]'
-      custodian_types_rationale: >-
-        Classification status types are specific to Unspecified (U) custodian type.
-      custodian_types_primary: "U"
-      specificity_score: 0.85
-      specificity_rationale: >-
-        Highly specific - only applies to unclassified heritage custodians.
-    comments:
-    - "Preserved from prior description: Abstract base class for classification status types. **TYPE/TYPES PATTERN (Rule 0b)**: - This file (ClassificationStatusType.yaml) defines the ABSTRACT base class - ClassificationStatusTypes.yaml defines CONCRETE subclasses Classification status types describe why a custodian type could not be determined or is uncertain: | Type | Description | |------|-------------| | INDETERMINATE | Cannot determine from available evidence | | AMBIGUOUS | Conflicting evidence about institutional function | | TRANSITIONAL | Institution changing type, outcome unclear | | NOVEL | Doesn't fit existing taxonomy categories | | UNDER_REVIEW | Classification being researched | | PENDING_VERIFICATION | Type suspected but needs confirmation | **ONTOLOGY MAPPING**: Uses SKOS concept taxonomy for type classification. **MIGRATION NOTE (2026-01-19)**: Created per slot_fixes.yaml revision for classification_status migration."
+
+      - literal_form: Classificatiestatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klassifizierungsstatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Statut de classification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Estado de clasificación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حالة التصنيف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Status Klasifikasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 分类状态
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ClassificationStatusTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ClassificationStatusTypes.yaml
index 052c073b88..e81b47524a 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ClassificationStatusTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ClassificationStatusTypes.yaml
@@ -13,63 +13,483 @@ classes:
   IndeterminateStatus:
     is_a: ClassificationStatusType
     class_uri: hc:IndeterminateStatus
-    description: Classification cannot be determined from available evidence. Used
-      when research has been attempted but evidence is insufficient.
-    annotations:
-      skos:prefLabel: Indeterminate
-      skos:definition: Type cannot be determined from available evidence
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - skos:Concept
-  AmbiguousStatus:
-    is_a: ClassificationStatusType
-    class_uri: hc:AmbiguousStatus
-    description: Conflicting evidence about institutional function. Multiple sources
-      describe the institution differently (e.g., museum vs archive).
-    annotations:
-      skos:prefLabel: Ambiguous
-      skos:definition: Conflicting evidence about institutional function
-    broad_mappings:
-    - skos:Concept
-  TransitionalStatus:
-    is_a: ClassificationStatusType
-    class_uri: hc:TransitionalStatus
-    description: Institution is changing type, outcome not yet clear. Used during
-      mergers, reorganizations, or transformations.
-    annotations:
-      skos:prefLabel: Transitional
-      skos:definition: Institution changing type, outcome unclear
-    broad_mappings:
-    - skos:Concept
-  NovelStatus:
-    is_a: ClassificationStatusType
-    class_uri: hc:NovelStatus
-    description: Institution doesn't fit existing taxonomy categories. May represent
-      new forms of heritage custodianship not yet modeled.
-    annotations:
-      skos:prefLabel: Novel
-      skos:definition: Does not fit existing taxonomy categories
-    broad_mappings:
-    - skos:Concept
-  UnderReviewStatus:
-    is_a: ClassificationStatusType
-    class_uri: hc:UnderReviewStatus
-    description: Classification is actively being researched. Expert review or additional
-      research in progress.
-    annotations:
-      skos:prefLabel: Under Review
-      skos:definition: Classification being researched
-    broad_mappings:
-    - skos:Concept
-  PendingVerificationStatus:
-    is_a: ClassificationStatusType
-    class_uri: hc:PendingVerificationStatus
-    description: Type is suspected but needs confirmation. Initial assessment made
-      but awaiting verification.
-    annotations:
-      skos:prefLabel: Pending Verification
-      skos:definition: Type suspected but needs confirmation
-    broad_mappings:
-    - skos:Concept
+    description: >-
+      Classification outcome indicating that available evidence is insufficient to determine institutional category.
+    alt_descriptions:
+      nl: >-
+        Classificatie-uitkomst die aangeeft dat beschikbaar bewijs onvoldoende is om de institutionele categorie te bepalen.
+      de: >-
+        Klassifizierungsergebnis, das anzeigt, dass die verfügbaren Beweise unzureichend sind, um die institutionelle Kategorie zu bestimmen.
+      fr: >-
+        Résultat de classification indiquant que les preuves disponibles sont insuffisantes pour déterminer la catégorie institutionnelle.
+      es: >-
+        Resultado de clasificación que indica que la evidencia disponible es insuficiente para determinar la categoría institucional.
+      ar: >-
+        نتيجة تصنيف تشير إلى أن الأدلة المتاحة غير كافية لتحديد الفئة المؤسسية.
+      id: >-
+        Hasil klasifikasi yang menunjukkan bahwa bukti yang tersedia tidak cukup untuk menentukan kategori kelembagaan.
+      zh: >-
+        分类结果，表明可用证据不足以确定机构类别。
+    structured_aliases:
+
+      - literal_form: OnbepaaldeStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: UnbestimmterStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: StatutIndéterminé
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: EstadoIndeterminado
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حالة غير محددة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: StatusTidakDapatDitentukan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 不确定状态
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AmbigueStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: MehrdeutigerStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: StatutAmbigu
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: EstadoAmbiguo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حالة غامضة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: StatusAmbigu
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 模糊状态
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: TransitioneleStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Übergangsstatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: StatutTransitoire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: EstadoTransicional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حالة انتقالية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: StatusTransisional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 过渡状态
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: NieuweStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: NeuartigerStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: StatutNouveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: EstadoNovedoso
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حالة جديدة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: StatusBaru
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 新颖状态
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: InHerzieningStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: InÜberprüfungStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: StatutEnRévision
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: EstadoEnRevisión
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حالة قيد المراجعة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: StatusSedangDitinjau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 审核中状态
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: InAfwachtingVerificatieStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: AusstehendeVerifizierungStatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: StatutEnAttenteDeVérification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: EstadoPendienteDeVerificación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حالة في انتظار التحقق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: StatusMenungguVerifikasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 待验证状态
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ClimateArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ClimateArchiveRecordSetTypes.yaml
index ccee81e378..8debb33af2 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ClimateArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ClimateArchiveRecordSetTypes.yaml
@@ -78,10 +78,12 @@ classes:
         equals_string: hc:ClimateArchive
       has_note:
         equals_string: This RecordSetType is typically held by ClimateArchive custodians. Inverse of rico:isOrWasHolderOf.
-    annotations:
-      specificity_score: "0.1"
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
+    keywords:
+    - climate data
+    - atmospheric measurements
+    - environmental monitoring
+    - climate evidence
+    - data collection
   MeteorologicalObservationSeries:
     is_a: ClimateArchiveRecordSetType
     class_uri: rico:RecordSetType
@@ -141,3 +143,9 @@ classes:
         equals_string: hc:ClimateArchive
       has_note:
         equals_string: This RecordSetType is typically held by ClimateArchive custodians. Inverse of rico:isOrWasHolderOf.
+    keywords:
+    - meteorological observations
+    - weather data
+    - longitudinal monitoring
+    - climate series
+    - observation records
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ClimateControlPolicy.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ClimateControlPolicy.yaml
index 985c6a04da..69f09f8f97 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ClimateControlPolicy.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ClimateControlPolicy.yaml
@@ -15,6 +15,7 @@ default_prefix: hc
 
 imports:
 - linkml:types
+- ./ClimateControl
 - ../slots/has_description
 - ../slots/has_label
 - ../slots/regulate
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CollectingArchivesRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CollectingArchivesRecordSetTypes.yaml
index fe0eee998f..1de727155b 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CollectingArchivesRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CollectingArchivesRecordSetTypes.yaml
@@ -76,66 +76,9 @@ classes:
         equals_string: hc:CollectingArchives
       has_note:
         equals_string: This RecordSetType is typically held by CollectingArchives custodians. Inverse of rico:isOrWasHolderOf.
-    annotations:
-      specificity_score: "0.1"
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-  DonatedPapersCollection:
-    is_a: CollectingArchivesRecordSetType
-    class_uri: rico:RecordSetType
-    description: >-
-      Documentary aggregation grouped as a collection for donated personal and
-      organizational paper holdings.
-    alt_descriptions:
-      nl: Documentaire aggregatie gegroepeerd als verzameling voor geschonken persoonlijke en organisatorische papieren.
-      de: Dokumentarische Aggregation als Sammlung fuer gespendete persoenliche und organisatorische Unterlagen.
-      fr: Agregation documentaire regroupee en collection pour des papiers personnels et organisationnels donnes.
-      es: Agregacion documental agrupada como coleccion para documentos personales y organizacionales donados.
-      ar: تجميع وثائقي مصنف كمجموعة لأوراق شخصية ومؤسسية متبرع بها.
-      id: Agregasi dokumenter yang dikelompokkan sebagai koleksi untuk arsip kertas pribadi dan organisasi hasil donasi.
-      zh: 作为馆藏单元编组的捐赠个人与机构纸本文献聚合体。
-    structured_aliases:
-    - literal_form: schenking-papiercollectie
-      predicate: EXACT_SYNONYM
-      in_language: nl
-    - literal_form: Sammlung gespendeter Unterlagen
-      predicate: EXACT_SYNONYM
-      in_language: de
-    - literal_form: collection de papiers donnes
-      predicate: EXACT_SYNONYM
-      in_language: fr
-    - literal_form: coleccion de papeles donados
-      predicate: EXACT_SYNONYM
-      in_language: es
-    - literal_form: مجموعة أوراق متبرع بها
-      predicate: EXACT_SYNONYM
-      in_language: ar
-    - literal_form: koleksi dokumen kertas donasi
-      predicate: EXACT_SYNONYM
-      in_language: id
-    - literal_form: 捐赠文书合集
-      predicate: EXACT_SYNONYM
-      in_language: zh
-    comments:
-    - Note preserved: Donation context and donor-origin provenance remain explicit even when materials are assembled as a collection.
-    broad_mappings:
-    - rico:RecordSetType
-    - skos:Concept
-    - crm:E55_Type
-    related_mappings:
-    - rico-rst:Collection
-    see_also:
-    - CollectingArchivesRecordSetType
-    - rico:RecordSetType
-    slots:
-    - has_type
-    - has_score
-    - has_custodian
-    - has_note
-    slot_usage:
-      has_type:
-        equals_string: hc:DonatedPapersCollection
-      has_custodian:
-        equals_string: hc:CollectingArchives
-      has_note:
-        equals_string: This RecordSetType is typically held by CollectingArchives custodians. Inverse of rico:isOrWasHolderOf.
+    keywords:
+    - donated papers
+    - gift collections
+    - personal papers donation
+    - archival donations
+
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CollectionContentTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CollectionContentTypes.yaml
index 0445f92fd6..ad96b103e1 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CollectionContentTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CollectionContentTypes.yaml
@@ -16,175 +16,1151 @@ classes:
   ArchivalCollectionContent:
     is_a: CollectionContentType
     class_uri: hc:ArchivalCollectionContent
-    description: 'Archival materials: Parish registers, administrative records, correspondence,
+    description: >-
+      Documentary materials including administrative records, correspondence, and manuscript collections.
+    alt_descriptions:
+      nl: Documentaire materialen inclusief administratieve archieven, correspondentie en handschriftencollecties.
+      de: Dokumentarische Materialien einschließlich Verwaltungsakten, Korrespondenz und Manuskriptsammlungen.
+      fr: Matériaux documentaires comprenant dossiers administratifs, correspondance et collections de manuscrits.
+      es: Materiales documentales que incluyen registros administrativos, correspondencia y colecciones de manuscritos.
+      ar: مواد وثائقية تشمل السجلات الإدارية والمراسلات ومجموعات المخطوطات.
+      id: Materi dokumenter termasuk arsip administratif, korespondensi, dan koleksi naskah.
+      zh: 包括行政记录、通信和手稿集的文献材料。
+    structured_aliases:
 
-      historical documents, manuscript collections.
+      - literal_form: ArchiefCollectieInhoud
 
-      '
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  LibraryCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:LibraryCollectionContent
-    description: 'Library materials: Sacred texts, theological works, manuscripts,
+        predicate: EXACT_SYNONYM
 
-      printed books, periodicals, rare books.
+        in_language: nl
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  LiturgicalCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:LiturgicalCollectionContent
-    description: 'Liturgical objects: Vessels, vestments, ritual implements,
+      - literal_form: Archivsammlungsinhalt
 
-      ceremonial items, religious artifacts.
+        predicate: EXACT_SYNONYM
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  ArtCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:ArtCollectionContent
-    description: 'Art collections: Icons, paintings, sculpture, stained glass,
+        in_language: de
 
-      religious imagery, decorative arts.
+      - literal_form: ContenuCollectionArchivistique
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  ArchitecturalCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:ArchitecturalCollectionContent
-    description: 'Architectural materials: Building fragments, archaeological remains,
+        predicate: EXACT_SYNONYM
 
-      architectural drawings, building records.
+        in_language: fr
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  RelicsCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:RelicsCollectionContent
-    description: 'Relics and devotional objects: Saints'' relics, holy objects,
+      - literal_form: ContenidoColecciónArchivística
 
-      pilgrimage souvenirs, votive offerings.
+        predicate: EXACT_SYNONYM
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  MusicalCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:MusicalCollectionContent
-    description: 'Musical heritage: Organs, bells, choir books, instruments,
+        in_language: es
 
-      sheet music, sound recordings.
+      - literal_form: محتوى مجموعة أرشيفية
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  EphemeraCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:EphemeraCollectionContent
-    description: 'Ephemeral materials: Bulletins, programs, pamphlets, photographs,
+        predicate: EXACT_SYNONYM
 
-      postcards, tickets, posters.
+        in_language: ar
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  PhotographicCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:PhotographicCollectionContent
-    description: 'Photographic materials: Historical photographs, negatives,
+      - literal_form: KontenKoleksiArsip
 
-      slides, digital images, photo albums.
+        predicate: EXACT_SYNONYM
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  AudiovisualCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:AudiovisualCollectionContent
-    description: 'Audiovisual materials: Film, video, sound recordings,
+        in_language: id
 
-      oral histories, multimedia.
+      - literal_form: 档案馆藏内容
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  TextileCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:TextileCollectionContent
-    description: 'Textile materials: Historical garments, tapestries,
+        predicate: EXACT_SYNONYM
 
-      banners, ecclesiastical vestments, embroidery.
+        in_language: zh
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  NaturalHistoryCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:NaturalHistoryCollectionContent
-    description: 'Natural history specimens: Botanical, zoological, geological,
+      - literal_form: Gepubliceerde materialen inclusief monografieën, periodieken, manuscripten en zeldzame gedrukte werken.
 
-      paleontological collections.
+        predicate: EXACT_SYNONYM
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  ScientificCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:ScientificCollectionContent
-    description: 'Scientific instruments and materials: Laboratory equipment,
+        in_language: nl
 
-      measuring devices, scientific models, specimens.
+      - literal_form: Veröffentlichte Materialien einschließlich Monografien, Zeitschriften, Manuskripte und seltene Druckwerke.
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-  DigitalCollectionContent:
-    is_a: CollectionContentType
-    class_uri: hc:DigitalCollectionContent
-    description: 'Born-digital and digitized materials: Digital archives,
+        predicate: EXACT_SYNONYM
 
-      electronic records, digital art, web archives.
+        in_language: de
 
-      '
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
+      - literal_form: Matériaux publiés comprenant monographies, périodiques, manuscrits et ouvrages imprimés rares.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Materiales publicados que incluyen monografías, publicaciones periódicas, manuscritos y obras impresas raras.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد منشورة تشمل المونوغرافيات والدوريات والمخطوطات والأعمال المطبوعة النادرة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Materi terbitan termasuk monograf, periodikal, naskah, dan karya cetakan langka.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括专著、期刊、手稿和珍稀印刷品的出版材料。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: BibliotheekCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bibliothekssammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionBibliothèque
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónBiblioteca
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة مكتبة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiPerpustakaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 图书馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Ceremoniële objecten inclusief rituele vaten, gewaden en religieuze benodigdheden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Zeremonielle Gegenstände einschließlich ritueller Gefäße, Gewänder und religiöser Utensilien.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Objets cérémoniels comprenant vases rituels, vêtements et ustensiles religieux.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Objetos ceremoniales que incluyen vasijas rituales, vestiduras e implementos religiosos.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أشياء احتفالية تشمل الأواني الطقسية والملابس والأدوات الدينية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Benda seremonial termasuk bejana ritual, jubah, dan peralatan keagamaan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括仪式器皿、祭服和宗教器具的礼仪物品。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LiturgischeCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: LiturgischerSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionLiturgique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónLitúrgica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة طقسية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiLiturgis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 礼仪馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Visuele werken inclusief schilderijen, beeldhouwwerken, decoratieve kunst en iconografie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Visuelle Werke einschließlich Gemälde, Skulpturen, dekorative Kunst und Ikonografie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Œuvres visuelles comprenant peintures, sculptures, arts décoratifs et iconographie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Obras visuales que incluyen pinturas, esculturas, artes decorativas e iconografía.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أعمال بصرية تشمل اللوحات والمنحوتات والفنون الزخرفية والأيقونوغرافيا.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Karya visual termasuk lukisan, patung, seni dekoratif, dan ikonografi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括绘画、雕塑、装饰艺术和图像志的视觉作品。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: KunstCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kunstsammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionArt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónArte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة فنية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiSeni
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 艺术馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gebouwde omgeving materialen inclusief fragmenten, tekeningen en archeologische overblijfselen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Materialien zur gebauten Umgebung einschließlich Fragmente, Zeichnungen und archäologischer Überreste.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Matériaux d'environnement bâti comprenant fragments, dessins et vestiges archéologiques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Materiales de entorno construido que incluyen fragmentos, dibujos y restos arqueológicos.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد البيئة المبنية تشمل الشظايا والرسومات والبقايا الأثرية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Materi lingkungan binaan termasuk fragmen, gambar, dan sisa arkeologis.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括碎片、图纸和考古遗存的建筑环境材料。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ArchitectuurCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ArchitekturSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionArchitecturale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónArquitectónica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة معمارية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiArsitektur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 建筑馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Devotionele objecten inclusief heilige relieken, gewijde artefacten en votiefgeschenken.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Andachtsgegenstände einschließlich heiliger Reliquien, geweihter Artefakte und Votivgaben.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Objets de dévotion comprenant reliques sacrées, artefacts sacrés et offrandes votives.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Objetos devocionales que incluyen reliquias sagradas, artefactos santos y ofrendas votivas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أشياء تعبدية تشمل الذخائر المقدسة والتحف المقدسة والقرابين النذرية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Benda devosional termasuk relikui suci, artefak suci, dan persembahan nazar.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括圣物、神圣文物和还愿供品的宗教崇拜物品。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ReliekenCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ReliquienSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionReliques
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónReliquias
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة ذخائر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiRelikui
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 圣物馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Geluidsgerelateerde materialen inclusief instrumenten, partituren, opnames en koorboeken.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klangbezogene Materialien einschließlich Instrumente, Partituren, Aufnahmen und Chorbücher.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Matériaux sonores comprenant instruments, partitions, enregistrements et livres de chœur.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Materiales sonoros que incluyen instrumentos, partituras, grabaciones y libros de coro.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد صوتية تشمل الآلات والنتائج والتسجيلات وكتب الجوقة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Materi terkait suara termasuk instrumen, partitur, rekaman, dan buku paduan suara.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括乐器、乐谱、录音和合唱书的音响相关材料。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MuziekCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: MusikSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionMusicale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónMusical
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة موسيقية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiMusik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 音乐馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Tijdelijke materialen inclusief programma's, pamfletten, tickets en posters.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Vergängliche Materialien einschließlich Programme, Broschüren, Tickets und Poster.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Matériaux éphémères comprenant programmes, brochures, billets et affiches.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Materiales efímeros que incluyen programas, folletos, entradas y carteles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد مؤقتة تشمل البرامج والنشرات والتذاكر والملصقات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Materi fana termasuk program, pamflet, tiket, dan poster.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括节目单、小册子、票据和海报的临时性材料。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: EfenereCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: EphemereraSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionÉphémère
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónEfímera
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة مؤقتة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiEfemera
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 临时馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Beeldgebaseerde materialen inclusief foto's, negatieven, dia's en albums.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bildbasierte Materialien einschließlich Fotografien, Negative, Dias und Alben.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Matériaux photographiques comprenant photos, négatifs, diapositives et albums.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Materiales fotográficos que incluyen fotografías, negativos, diapositivas y álbumes.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد تصويرية تشمل الصور الفوتوغرافية والسلبيات والشرائح والألبومات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Materi berbasis gambar termasuk foto, negatif, slide, dan album.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括照片、底片、幻灯片和相册的图像材料。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: FotografischeCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: FotografischeSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionPhotographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónFotográfica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة فوتوغرافية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiFotografi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 摄影馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Multimedia materialen inclusief film, video, geluidsopnames en mondelinge geschiedenissen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Multimedia-Materialien einschließlich Film, Video, Tonaufnahmen und Oral History.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Matériaux multimédia comprenant films, vidéos, enregistrements sonores et histoires orales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Materiales audiovisuales que incluyen películas, videos, grabaciones de sonido e historias orales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد الوسائط المتعددة تشمل الأفلام والفيديو والتسجيلات الصوتية والتاريخ الشفهي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Materi multimedia termasuk film, video, rekaman suara, dan sejarah lisan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括电影、视频、录音和口述历史的多媒体材料。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AudiovisueleCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: AudiovisuelleSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionAudiovisuelle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónAudiovisual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة سمعية بصرية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiAudiovisual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 视听馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Stoffen materialen inclusief kleding, wandtapijten, vaandels en borduurwerk.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Textilbasierte Materialien einschließlich Kleidung, Wandteppiche, Banner und Stickereien.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Matériaux textiles comprenant vêtements, tapisseries, bannières et broderies.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Materiales textiles que incluyen prendas, tapices, estandartes y bordados.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد نسيجية تشمل الملابس والمفروشات واللافتات والتطريزات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Materi berbasis tekstil termasuk pakaian, permadani, spanduk, dan sulaman.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括服装、挂毯、旗帜和刺绣的纺织材料。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: TextielCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: TextilSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionTextile
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónTextil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة نسيجية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiTekstil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 纺织馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Biologische en geologische specimens inclusief botanische, zoölogische en paleontologische materialen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Biologische und geologische Exemplare einschließlich botanischer, zoologischer und paläontologischer Materialien.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Spécimens biologiques et géologiques comprenant matériaux botaniques, zoologiques et paléontologiques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Especímenes biológicos y geológicos que incluyen materiales botánicos, zoológicos y paleontológicos.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: عينات بيولوجية وجيولوجية تشمل المواد النباتية والحيوانية والأحفورية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Spesimen biologis dan geologis termasuk materi botanis, zoologis, dan paleontologis.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括植物学、动物学和古生物材料的生物和地质标本。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: NatuurhistorischeCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: NaturhistorischeSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionHistoireNaturelle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónHistoriaNatural
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة تاريخ طبيعي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiSejarahAlam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 自然历史馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Technische materialen inclusief instrumenten, apparatuur, specimens en experimentele archieven.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Technische Materialien einschließlich Instrumente, Apparate, Exemplare und experimentelle Aufzeichnungen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Matériaux techniques comprenant instruments, appareils, spécimens et enregistrements expérimentaux.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Materiales técnicos que incluyen instrumentos, aparatos, especímenes y registros experimentales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد تقنية تشمل الأجهزة والمعدات والعينات والسجلات التجريبية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Materi teknis termasuk instrumen, peralatan, spesimen, dan catatan eksperimental.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括仪器、设备、标本和实验记录的技术材料。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: WetenschappelijkeCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: WissenschaftlicheSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionScientifique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónCientífica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة علمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiIlmiah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 科学馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Elektronische materialen inclusief digitaal geboren werken, gedigitaliseerde surrogaten en webarchieven.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Elektronische Materialien einschließlich digital geborener Werke, digitalisierter Surrogate und Web-Archive.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Matériaux électroniques comprenant œuvres numériques natives, substituts numérisés et archives web.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Materiales electrónicos que incluyen obras digitales nativas, sustitutos digitalizados y archivos web.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد إلكترونية تشمل الأعمال الرقمية الأصلية والبدائل الرقمية وأرشيفات الويب.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Materi elektronik termasuk karya digital asli, pengganti digital, dan arsip web.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括原生数字作品、数字化替代品和网络档案的电子材料。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DigitaleCollectieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: DigitaleSammlungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCollectionNumérique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoColecciónDigital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مجموعة رقمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKoleksiDigital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 数字馆藏内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
 comments:
 - Created per slot_fixes.yaml migration (2026-01-19)
 - 'RULE 0b: Concrete subclasses of CollectionContentType'
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ComarcalArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ComarcalArchiveRecordSetType.yaml
index 2ea38085a4..ae1485ea5d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ComarcalArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ComarcalArchiveRecordSetType.yaml
@@ -40,9 +40,23 @@ classes:
         comarca Catalan yang melayani unit teritorial perantara.
       zh: >-
         由加泰罗尼亚县级存储库维护的、服务于中间领土单位的聚合的抽象分类法节点。
+    structured_aliases:
+      - {literal_form: comarca-archiefrecordsettype, predicate: EXACT_SYNONYM, in_language: nl}
+      - {literal_form: Comarca-Archiv-Recordsettyp, predicate: EXACT_SYNONYM, in_language: de}
+      - {literal_form: type de lot documentaire d archive comarcale, predicate: EXACT_SYNONYM, in_language: fr}
+      - {literal_form: tipo de conjunto documental de archivo comarcal, predicate: EXACT_SYNONYM, in_language: es}
+      - {literal_form: نوع مجموعة سجلات أرشيف الكماركا, predicate: EXACT_SYNONYM, in_language: ar}
+      - {literal_form: tipe record set arsip comarca, predicate: EXACT_SYNONYM, in_language: id}
+      - {literal_form: 县级档案记录集类型, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
       - rico:RecordSetType
       - skos:Concept
+      - crm:E55_Type
+    keywords:
+      - comarca archives
+      - Catalan territorial
+      - intermediate governance
+      - regional repositories
     slots:
       - has_type
       - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CommercialCustodianTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CommercialCustodianTypes.yaml
index 8ccb1f0221..b91b5f9855 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CommercialCustodianTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CommercialCustodianTypes.yaml
@@ -26,6 +26,28 @@ classes:
       ar: تجميع أنواع للجهات الحافظة التراثية الربحية يُستخدم لضم إسنادات الأنواع الفرعية المتخصصة.
       id: Pengelompokan tipe untuk kustodian warisan berorientasi laba guna menghimpun penetapan subtipe spesifik domain.
       zh: 面向营利型遗产保管机构的类型分组，用于汇聚领域子类型指派。
+    structured_aliases:
+    - literal_form: commerciële-custodian-types
+      in_language: nl
+    - literal_form: Kommerzielle-Verwahrer-Typen
+      in_language: de
+    - literal_form: types-de-dépositaires-commerciaux
+      in_language: fr
+    - literal_form: tipos-de-custodios-comerciales
+      in_language: es
+    - literal_form: أنواع-الجهات-الحافظة-التجارية
+      in_language: ar
+    - literal_form: tipe-kustodian-komersial
+      in_language: id
+    - literal_form: 商业保管机构类型
+      in_language: zh
+    keywords:
+    - commercial custodian
+    - for-profit heritage
+    - private sector
+    - commercial archive
+    - business heritage
+    - corporate memory
     close_mappings:
     - skos:ConceptScheme
     exact_mappings:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchiveRecordSetType.yaml
index 144c412d7f..e557214d54 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchiveRecordSetType.yaml
@@ -37,6 +37,12 @@ classes:
     broad_mappings:
     - skos:Concept
     - rico:RecordSetType
+    keywords:
+    - record set taxonomy
+    - corporate archives
+    - business documentation
+    - documentary aggregation
+    - archival classification
     see_also:
     - CompanyArchives
     - CorporateGovernanceFonds
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchiveRecordSetTypes.yaml
index fb90073868..8910212af0 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchiveRecordSetTypes.yaml
@@ -45,6 +45,13 @@ classes:
     - crm:E55_Type
     related_mappings:
     - rico-rst:Fonds
+    keywords:
+    - corporate governance
+    - board records
+    - shareholder documentation
+    - executive decisions
+    - fonds
+    - constitutional records
     slots:
     - has_type
     - has_score
@@ -84,6 +91,13 @@ classes:
     - crm:E55_Type
     related_mappings:
     - rico-rst:Collection
+    keywords:
+    - product development
+    - research and development
+    - technical documentation
+    - patent records
+    - design files
+    - prototype documentation
     slots:
     - has_type
     - has_score
@@ -123,6 +137,13 @@ classes:
     - crm:E55_Type
     related_mappings:
     - rico-rst:Collection
+    keywords:
+    - marketing archives
+    - brand assets
+    - advertising campaigns
+    - promotional materials
+    - market communication
+    - brand guidelines
     slots:
     - has_type
     - has_score
@@ -162,6 +183,13 @@ classes:
     - crm:E55_Type
     related_mappings:
     - rico-rst:Series
+    keywords:
+    - personnel records
+    - employment files
+    - payroll administration
+    - human resources
+    - workplace governance
+    - staff documentation
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchivesRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchivesRecordSetType.yaml
index a053dd64cb..3c64cbb2bf 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchivesRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CompanyArchivesRecordSetType.yaml
@@ -36,6 +36,12 @@ classes:
     broad_mappings:
     - skos:Concept
     - rico:RecordSetType
+    keywords:
+    - record set taxonomy
+    - corporate archives
+    - business records
+    - documentary aggregation
+    - archival classification
     comments:
     - Abstract parent for concrete subclasses in CompanyArchiveRecordSetTypes
     annotations:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ComponentTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ComponentTypes.yaml
index 7a465dbd79..8f51788054 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ComponentTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ComponentTypes.yaml
@@ -32,6 +32,11 @@ classes:
     - {literal_form: مكوّن رقم المبنى, in_language: ar}
     - {literal_form: komponen nomor jalan, in_language: id}
     - {literal_form: 门牌号组件, in_language: zh}
+    keywords:
+    - house number
+    - street number
+    - building locator
+    - address component
     broad_mappings: [skos:Concept]
 
   RouteComponent:
@@ -55,6 +60,11 @@ classes:
     - {literal_form: مكوّن اسم الطريق, in_language: ar}
     - {literal_form: komponen nama jalan, in_language: id}
     - {literal_form: 路名组件, in_language: zh}
+    keywords:
+    - street name
+    - road name
+    - thoroughfare
+    - route designation
     broad_mappings: [skos:Concept]
 
   LocalityComponent:
@@ -78,6 +88,11 @@ classes:
     - {literal_form: مكوّن المحلّة, in_language: ar}
     - {literal_form: komponen lokalitas, in_language: id}
     - {literal_form: 地方组件, in_language: zh}
+    keywords:
+    - locality
+    - municipality
+    - city
+    - place name
     broad_mappings: [skos:Concept]
 
   PostalCodeComponent:
@@ -101,6 +116,11 @@ classes:
     - {literal_form: مكوّن الرمز البريدي, in_language: ar}
     - {literal_form: komponen kode pos, in_language: id}
     - {literal_form: 邮编组件, in_language: zh}
+    keywords:
+    - postal code
+    - zip code
+    - postcode
+    - mailing code
     broad_mappings: [skos:Concept]
 
   SubregionComponent:
@@ -124,6 +144,11 @@ classes:
     - {literal_form: مكوّن إقليم فرعي, in_language: ar}
     - {literal_form: komponen subwilayah, in_language: id}
     - {literal_form: 次级行政区组件, in_language: zh}
+    keywords:
+    - subregion
+    - county
+    - province
+    - second-level division
     broad_mappings: [skos:Concept]
 
   RegionComponent:
@@ -147,6 +172,11 @@ classes:
     - {literal_form: مكوّن إقليم, in_language: ar}
     - {literal_form: komponen wilayah, in_language: id}
     - {literal_form: 区域组件, in_language: zh}
+    keywords:
+    - region
+    - state
+    - territory
+    - first-level division
     broad_mappings: [skos:Concept]
 
   CountryComponent:
@@ -171,6 +201,11 @@ classes:
     - {literal_form: مكوّن الدولة, in_language: ar}
     - {literal_form: komponen negara, in_language: id}
     - {literal_form: 国家组件, in_language: zh}
+    keywords:
+    - country
+    - nation
+    - sovereign state
+    - geopolitical entity
     broad_mappings: [skos:Concept]
 
   PremiseComponent:
@@ -195,6 +230,11 @@ classes:
     - {literal_form: مكوّن المبنى, in_language: ar}
     - {literal_form: komponen bangunan, in_language: id}
     - {literal_form: 楼宇组件, in_language: zh}
+    keywords:
+    - premise
+    - building name
+    - site
+    - complex
     broad_mappings: [skos:Concept]
 
   SubpremiseComponent:
@@ -219,4 +259,10 @@ classes:
     - {literal_form: مكوّن وحدة فرعية, in_language: ar}
     - {literal_form: komponen subunit, in_language: id}
     - {literal_form: 子单元组件, in_language: zh}
+    keywords:
+    - subpremise
+    - unit
+    - floor
+    - suite
+    - room
     broad_mappings: [skos:Concept]
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ConditionTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ConditionTypes.yaml
index e5301650b9..71c6f76425 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ConditionTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ConditionTypes.yaml
@@ -51,8 +51,15 @@ classes:
         in_language: id
       - literal_form: 极佳状态
         in_language: zh
+    keywords:
+      - excellent condition
+      - pristine
+      - mint
+      - near-perfect
+      - conservation state
     broad_mappings:
       - crm:E3_Condition_State
+      - crm:E55_Type
       - skos:Concept
 
   GoodCondition:
@@ -83,8 +90,15 @@ classes:
         in_language: id
       - literal_form: 良好状态
         in_language: zh
+    keywords:
+      - good condition
+      - stable
+      - minor wear
+      - sound condition
+      - conservation state
     broad_mappings:
       - crm:E3_Condition_State
+      - crm:E55_Type
       - skos:Concept
 
   FairCondition:
@@ -115,8 +129,15 @@ classes:
         in_language: id
       - literal_form: 一般状态
         in_language: zh
+    keywords:
+      - fair condition
+      - moderate wear
+      - manageable damage
+      - periodic monitoring
+      - conservation state
     broad_mappings:
       - crm:E3_Condition_State
+      - crm:E55_Type
       - skos:Concept
 
   PoorCondition:
@@ -126,7 +147,7 @@ classes:
       requires targeted intervention.
     alt_descriptions:
       nl: Categorie met aanzienlijke achteruitgang die raadpleging beperkt en gerichte ingrepen vereist.
-      de: Kategorie mit deutlicher Verschlechterung, die die Nutzung einschraenkt und gezielte Massnahmen erfordert.
+      de: Kategorie met deutlicher Verschlechterung, die die Nutzung einschraenkt und gezielte Massnahmen erfordert.
       fr: Categorie indiquant une deterioration importante limitant la manipulation et necessitant une intervention ciblee.
       es: Categoria con deterioro importante que limita la manipulacion y requiere intervencion especifica.
       ar: فئة تدل على تدهور كبير يحد من التداول ويتطلب تدخلا موجها.
@@ -147,8 +168,15 @@ classes:
         in_language: id
       - literal_form: 较差状态
         in_language: zh
+    keywords:
+      - poor condition
+      - substantial deterioration
+      - limited handling
+      - intervention needed
+      - conservation state
     broad_mappings:
       - crm:E3_Condition_State
+      - crm:E55_Type
       - skos:Concept
 
   CriticalCondition:
@@ -158,7 +186,7 @@ classes:
       conservation priority.
     alt_descriptions:
       nl: Categorie met ernstige instabiliteit, direct verliesrisico en urgente conserveringsprioriteit.
-      de: Kategorie mit schwerer Instabilitaet, akutem Verlustrisiko und dringendem Konservierungsbedarf.
+      de: Kategorie met schwerer Instabilitaet, akutem Verlustrisiko und dringendem Konservierungsbedarf.
       fr: Categorie signalant une instabilite severe, un risque de perte imminent et une priorite de conservation urgente.
       es: Categoria que senala inestabilidad grave, riesgo inminente de perdida y prioridad urgente de conservacion.
       ar: فئة تشير إلى عدم استقرار شديد وخطر فقدان وشيك وأولوية حفظ عاجلة.
@@ -179,8 +207,15 @@ classes:
         in_language: id
       - literal_form: 危急状态
         in_language: zh
+    keywords:
+      - critical condition
+      - severe instability
+      - imminent loss
+      - urgent conservation
+      - conservation priority
     broad_mappings:
       - crm:E3_Condition_State
+      - crm:E55_Type
       - skos:Concept
 
   AccessCondition:
@@ -211,7 +246,14 @@ classes:
         in_language: id
       - literal_form: 访问条件
         in_language: zh
+    keywords:
+      - access condition
+      - access restrictions
+      - consultation requirements
+      - registration
+      - supervised access
     broad_mappings:
+      - crm:E55_Type
       - skos:Concept
 
   UseCondition:
@@ -241,7 +283,14 @@ classes:
         in_language: id
       - literal_form: 使用条件
         in_language: zh
+    keywords:
+      - use condition
+      - usage restrictions
+      - handling constraints
+      - citation requirements
+      - permitted use
     broad_mappings:
+      - crm:E55_Type
       - skos:Concept
 
   ReproductionCondition:
@@ -272,6 +321,12 @@ classes:
         in_language: id
       - literal_form: 复制条件
         in_language: zh
+    keywords:
+      - reproduction condition
+      - copy permission
+      - attribution
+      - publishing rights
+      - image use
     broad_mappings:
       - skos:Concept
 
@@ -303,6 +358,12 @@ classes:
         in_language: id
       - literal_form: 借展条件
         in_language: zh
+    keywords:
+      - loan condition
+      - lending requirements
+      - insurance requirements
+      - transport conditions
+      - exhibition loan
     broad_mappings:
       - skos:Concept
 
@@ -334,5 +395,11 @@ classes:
         in_language: id
       - literal_form: 数字化条件
         in_language: zh
+    keywords:
+      - digitization condition
+      - capture quality
+      - metadata requirements
+      - scanning requirements
+      - digital surrogate
     broad_mappings:
       - skos:Concept
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ConnectionDegreeTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ConnectionDegreeTypes.yaml
index 346dfafc1f..37af38bc01 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ConnectionDegreeTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ConnectionDegreeTypes.yaml
@@ -43,6 +43,33 @@ classes:
     is_a: ConnectionDegreeType
     class_uri: hc:SecondDegreeConnection
     description: Connection reached through one intermediary profile.
+    alt_descriptions:
+      nl: Relatie bereikt via één tussenpersoon.
+      de: Verbindung über einen Vermittler erreicht.
+      fr: Relation atteinte par un intermédiaire.
+      es: Conexión alcanzada a través de un intermediario.
+      ar: علاقة تتم عبر وسيط واحد.
+      id: Koneksi yang dicapai melalui satu perantara.
+      zh: 通过一个中介人建立的关系。
+    structured_aliases:
+    - literal_form: tweedegraadsverbinding
+      in_language: nl
+    - literal_form: zweiten Grades Verbindung
+      in_language: de
+    - literal_form: connexion de deuxième degré
+      in_language: fr
+    - literal_form: conexión de segundo grado
+      in_language: es
+    - literal_form: اتصال من الدرجة الثانية
+      in_language: ar
+    - literal_form: koneksi tingkat dua
+      in_language: id
+    - literal_form: 二度人脉
+      in_language: zh
+    keywords:
+    - second degree
+    - intermediary
+    - indirect
     broad_mappings:
       - skos:Concept
     annotations:
@@ -53,6 +80,33 @@ classes:
     is_a: ConnectionDegreeType
     class_uri: hc:ThirdPlusDegreeConnection
     description: Connection reached through two or more intermediary profiles.
+    alt_descriptions:
+      nl: Relatie bereikt via twee of meer tussenpersonen.
+      de: Verbindung über zwei oder mehr Vermittler erreicht.
+      fr: Relation atteinte par deux intermédiaires ou plus.
+      es: Conexión alcanzada a través de dos o más intermediarios.
+      ar: علاقة تتم عبر وسيطين أو أكثر.
+      id: Koneksi yang dicapai melalui dua perantara atau lebih.
+      zh: 通过两个或更多中介人建立的关系。
+    structured_aliases:
+    - literal_form: derdegraadsverbinding
+      in_language: nl
+    - literal_form: dritten Grades Verbindung
+      in_language: de
+    - literal_form: connexion de troisième degré
+      in_language: fr
+    - literal_form: conexión de tercer grado
+      in_language: es
+    - literal_form: اتصال من الدرجة الثالثة
+      in_language: ar
+    - literal_form: koneksi tingkat tiga
+      in_language: id
+    - literal_form: 三度人脉
+      in_language: zh
+    keywords:
+    - third degree
+    - multiple intermediaries
+    - extended network
     broad_mappings:
       - skos:Concept
     annotations:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ContentTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ContentTypes.yaml
index 66bf7e2f94..1c70f623a2 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ContentTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ContentTypes.yaml
@@ -16,256 +16,1736 @@ classes:
   TextualContent:
     is_a: ContentType
     class_uri: hc:TextualContent
-    description: Written or printed textual information.
-    slot_usage:
-      has_code:
-        equals_string: TEXTUAL
-      has_label:
-#         range: string
-        equals_string: Textual Content
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - skos:Concept
-  LiteraryContent:
-    is_a: ContentType
-    class_uri: hc:LiteraryContent
-    description: Literary works including novels, poetry, drama.
-    slot_usage:
-      has_code:
-        equals_string: LITERARY
-      has_label:
-#         range: string
-        equals_string: Literary Content
-    broad_mappings:
-    - skos:Concept
-  ScientificContent:
-    is_a: ContentType
-    class_uri: hc:ScientificContent
-    description: Scientific and technical publications.
-    slot_usage:
-      has_code:
-        equals_string: SCIENTIFIC
-      has_label:
-#         range: string
-        equals_string: Scientific Content
-    broad_mappings:
-    - skos:Concept
-  ReligiousContent:
-    is_a: ContentType
-    class_uri: hc:ReligiousContent
-    description: Religious texts, scriptures, liturgical works.
-    slot_usage:
-      has_code:
-        equals_string: RELIGIOUS
-      has_label:
-#         range: string
-        equals_string: Religious Content
-    broad_mappings:
-    - skos:Concept
-  LegalContent:
-    is_a: ContentType
-    class_uri: hc:LegalContent
-    description: Legal documents, laws, contracts, court records.
-    slot_usage:
-      has_code:
-        equals_string: LEGAL
-      has_label:
-#         range: string
-        equals_string: Legal Content
-    broad_mappings:
-    - skos:Concept
-  AdministrativeContent:
-    is_a: ContentType
-    class_uri: hc:AdministrativeContent
-    description: Administrative and governmental records.
-    slot_usage:
-      has_code:
-        equals_string: ADMINISTRATIVE
-      has_label:
-#         range: string
-        equals_string: Administrative Content
-    broad_mappings:
-    - skos:Concept
-  CorrespondenceContent:
-    is_a: ContentType
-    class_uri: hc:CorrespondenceContent
-    description: Letters, emails, and other correspondence.
-    slot_usage:
-      has_code:
-        equals_string: CORRESPONDENCE
-      has_label:
-#         range: string
-        equals_string: Correspondence
-    broad_mappings:
-    - skos:Concept
-  VisualContent:
-    is_a: ContentType
-    class_uri: hc:VisualContent
-    description: Visual information including images and graphics.
-    slot_usage:
-      has_code:
-        equals_string: VISUAL
-      has_label:
-#         range: string
-        equals_string: Visual Content
-    broad_mappings:
-    - skos:Concept
-  PhotographicContent:
-    is_a: ContentType
-    class_uri: hc:PhotographicContent
-    description: Photographs and photographic reproductions.
-    slot_usage:
-      has_code:
-        equals_string: PHOTOGRAPHIC
-      has_label:
-#         range: string
-        equals_string: Photographic Content
-    broad_mappings:
-    - skos:Concept
-  CartographicContent:
-    is_a: ContentType
-    class_uri: hc:CartographicContent
-    description: Maps, atlases, geographic visualizations.
-    slot_usage:
-      has_code:
-        equals_string: CARTOGRAPHIC
-      has_label:
-#         range: string
-        equals_string: Cartographic Content
-    broad_mappings:
-    - skos:Concept
-  ArtisticContent:
-    is_a: ContentType
-    class_uri: hc:ArtisticContent
-    description: Artistic works including drawings, prints, paintings.
-    slot_usage:
-      has_code:
-        equals_string: ARTISTIC
-      has_label:
-#         range: string
-        equals_string: Artistic Content
-    broad_mappings:
-    - skos:Concept
-  AudioContent:
-    is_a: ContentType
-    class_uri: hc:AudioContent
-    description: Sound recordings of any type.
-    slot_usage:
-      has_code:
-        equals_string: AUDIO
-      has_label:
-#         range: string
-        equals_string: Audio Content
-    broad_mappings:
-    - skos:Concept
-  MusicContent:
-    is_a: ContentType
-    class_uri: hc:MusicContent
-    description: Musical recordings and compositions.
-    slot_usage:
-      has_code:
-        equals_string: MUSIC
-      has_label:
-#         range: string
-        equals_string: Music Content
-    broad_mappings:
-    - skos:Concept
-  SpokenWordContent:
-    is_a: ContentType
-    class_uri: hc:SpokenWordContent
-    description: Spoken word recordings, speeches, oral histories.
-    slot_usage:
-      has_code:
-        equals_string: SPOKEN_WORD
-      has_label:
-#         range: string
-        equals_string: Spoken Word Content
-    broad_mappings:
-    - skos:Concept
-  AudiovisualContent:
-    is_a: ContentType
-    class_uri: hc:AudiovisualContent
-    description: Combined audio and visual media.
-    slot_usage:
-      has_code:
-        equals_string: AUDIOVISUAL
-      has_label:
-#         range: string
-        equals_string: Audiovisual Content
-    broad_mappings:
-    - skos:Concept
-  FilmContent:
-    is_a: ContentType
-    class_uri: hc:FilmContent
-    description: Motion picture films.
-    slot_usage:
-      has_code:
-        equals_string: FILM
-      has_label:
-#         range: string
-        equals_string: Film Content
-    broad_mappings:
-    - skos:Concept
-  VideoContent:
-    is_a: ContentType
-    class_uri: hc:VideoContent
-    description: Video recordings.
-    slot_usage:
-      has_code:
-        equals_string: VIDEO
-      has_label:
-#         range: string
-        equals_string: Video Content
-    broad_mappings:
-    - skos:Concept
-  DataContent:
-    is_a: ContentType
-    class_uri: hc:DataContent
-    description: Structured data and datasets.
-    slot_usage:
-      has_code:
-        equals_string: DATA
-      has_label:
-#         range: string
-        equals_string: Data Content
-    broad_mappings:
-    - skos:Concept
-  StatisticalContent:
-    is_a: ContentType
-    class_uri: hc:StatisticalContent
-    description: Statistical data and analyses.
-    slot_usage:
-      has_code:
-        equals_string: STATISTICAL
-      has_label:
-#         range: string
-        equals_string: Statistical Content
-    broad_mappings:
-    - skos:Concept
-  MixedContent:
-    is_a: ContentType
-    class_uri: hc:MixedContent
-    description: Combination of multiple content types.
-    slot_usage:
-      has_code:
-        equals_string: MIXED
-      has_label:
-#         range: string
-        equals_string: Mixed Content
-    broad_mappings:
-    - skos:Concept
-  MultimediaContent:
-    is_a: ContentType
-    class_uri: hc:MultimediaContent
-    description: Interactive multimedia combining multiple formats.
-    slot_usage:
-      has_code:
-        equals_string: MULTIMEDIA
-      has_label:
-#         range: string
-        equals_string: Multimedia Content
-    broad_mappings:
-    - skos:Concept
+    description: >-
+      Information encoded as written or printed language characters.
+    alt_descriptions:
+      nl: Informatie gecodeerd als geschreven of gedrukte taalkarakters.
+      de: Als geschriebene oder gedruckte Sprachzeichen kodierte Information.
+      fr: Information codée sous forme de caractères de langue écrite ou imprimée.
+      es: Información codificada como caracteres de lenguaje escrito o impreso.
+      ar: معلومات مشفرة كأحرف لغوية مكتوبة أو مطبوعة.
+      id: Informasi yang dikodekan sebagai karakter bahasa tertulis atau cetak.
+      zh: 以书面或印刷语言字符编码的信息。
+    structured_aliases:
+
+      - literal_form: TekstueleInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Textinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuTextuel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoTextual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى نصي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenTekstual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 文本内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Creatieve werken van verbeeldend of artistiek schrijven inclusief romans, poëzie en drama.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kreative Werke der imaginativen oder künstlerischen Schriftstellerei einschließlich Romane, Poesie und Drama.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Œuvres créatives d'écriture imaginative ou artistique y compris romans, poésie et théâtre.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Obras creativas de escritura imaginativa o artística incluyendo novelas, poesía y drama.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أعمال إبداعية من الكتابة الخيالية أو الفنية بما في ذلك الروايات والشعر والدراما.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Karya kreatif dari penulisan imajinatif atau artistik termasuk novel, puisi, dan drama.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括小说、诗歌和戏剧在内的想象或艺术写作创意作品。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LiteraireInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: LiterarischerInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuLittéraire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoLiterario
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى أدبي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenSastra
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 文学内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Wetenschappelijke publicaties die onderzoeksresultaten, theorieën of technische kennis presenteren.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Wissenschaftliche Veröffentlichungen, die Forschungsergebnisse, Theorien oder technisches Wissen präsentieren.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Publications savantes présentant des résultats de recherche, des théories ou des connaissances techniques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Publicaciones académicas que presentan hallazgos de investigación, teorías o conocimientos técnicos.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منشورات علمية تعرض نتائج البحث أو النظريات أو المعرفة التقنية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Publikasi ilmiah yang menyajikan temuan penelitian, teori, atau pengetahuan teknis.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 展示研究发现、理论或技术知识的学术出版物。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: WetenschappelijkeInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: WissenschaftlicherInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuScientifique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoCientífico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى علمي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenIlmiah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 科学内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Heilige teksten, liturgische werken en spirituele geschriften uit religieuze tradities.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Heilige Texte, liturgische Werke und spirituelle Schriften aus religiösen Traditionen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Textes sacrés, œuvres liturgiques et écrits spirituels des traditions religieuses.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Textos sagrados, obras litúrgicas y escritos espirituales de tradiciones religiosas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: النصوص المقدسة والأعمال الطقسية والكتابات الروحية من التقاليد الدينية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Teks suci, karya liturgis, dan tulisan spiritual dari tradisi keagamaan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 来自宗教传统的神圣文本、礼拜作品和精神著作。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ReligieuzeInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ReligiöserInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuReligieux
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoReligioso
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى ديني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenReligius
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 宗教内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Documenten die wetten, contracten en regels vaststellen, interpreteren of toepassen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Dokumente, die Gesetze, Verträge und Vorschriften erstellen, interpretieren oder anwenden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Documents établissant, interprétant ou appliquant des lois, des contrats et des règlements.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Documentos que establecen, interpretan o aplican leyes, contratos y regulaciones.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: وثائق تؤسس القوانين أو تفسرها أو تطبقها والعقود واللوائح.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Dokumen yang membuat, menafsirkan, atau menerapkan hukum, kontrak, dan peraturan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 制定、解释或适用法律、合同和法规的文件。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: JuridischeInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: RechtlicherInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuJuridique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoLegal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى قانوني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenHukum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 法律内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Archiefstukken die organisatorische activiteiten, governance en bureaucratische processen documenteren.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Unterlagen, die organisatorische Abläufe, Governance und bürokratische Prozesse dokumentieren.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Documents documentant les opérations organisationnelles, la gouvernance et les processus bureaucratiques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Registros que documentan operaciones organizativas, gobernanza y procesos burocráticos.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: سجلات توثق العمليات التنظيمية والحوكمة والعمليات البيروقراطية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Catatan yang mendokumentasikan operasi organisasi, tata kelola, dan proses birokrasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 记录组织运营、治理和官僚流程的文件。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AdministratieveInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Verwaltungsinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuAdministratif
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoAdministrativo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى إداري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenAdministratif
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 行政内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Communicatie uitgewisseld tussen partijen via brieven, berichten of digitale correspondentie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kommunikation, die zwischen Parteien durch Briefe, Nachrichten oder digitale Korrespondenz ausgetauscht wird.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Communications échangées entre parties par lettres, messages ou correspondance numérique.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Comunicaciones intercambiadas entre partes a través de cartas, mensajes o correspondencia digital.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اتصالات يتم تبادلها بين الأطراف عبر الرسائل أو المراسلات الرقمية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Komunikasi yang dipertukarkan antara pihak melalui surat, pesan, atau korespondensi digital.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 通过信件、消息或数字通信在各方之间交换的通信。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: CorrespondentieInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Korrespondenzinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCorrespondance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoCorrespondencia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى المراسلات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKorespondensi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 通信内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Informatie overgebracht via visuele elementen inclusief afbeeldingen, grafiek en illustraties.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Information, die durch visuelle Elemente einschließlich Bilder, Grafiken und Illustrationen vermittelt wird.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Information transmise par des éléments visuels y compris images, graphiques et illustrations.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Información transmitida a través de elementos visuales incluyendo imágenes, gráficos e ilustraciones.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معلومات تُنقل عبر عناصر بصرية بما في ذلك الصور والرسومات والتوضيحات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Informasi yang disampaikan melalui elemen visual termasuk gambar, grafis, dan ilustrasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 通过视觉元素（包括图像、图形和插图）传达的信息。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: VisueleInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: VisuellerInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuVisuel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoVisual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى بصري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenVisual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 视觉内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Afbeeldingen vastgelegd door fotografische processen, zowel analoog als digitaal.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bilder, die durch fotografische Prozesse erfasst wurden, ob analog oder digital.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Images capturées par des processus photographiques, qu'ils soient analogiques ou numériques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Imágenes capturadas a través de procesos fotográficos, ya sean analógicos o digitales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: صور ملتقطة من خلال عمليات التصوير الفوتوغرافي، سواء التناظرية أو الرقمية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Gambar yang diambil melalui proses fotografi, baik analog maupun digital.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 通过摄影过程捕获的图像，无论是模拟还是数字。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: FotografischeInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: FotografischerInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuPhotographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoFotográfico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى فوتوغرافي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenFotografi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 摄影内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Geografische weergaven inclusief kaarten, atlassen en ruimtelijke visualisaties.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Geografische Darstellungen einschließlich Karten, Atlanten und räumlicher Visualisierungen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Représentations géographiques y compris cartes, atlas et visualisations spatiales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Representaciones geográficas incluyendo mapas, atlas y visualizaciones espaciales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تمثيلات جغرافية بما في ذلك الخرائط والأطالس والتصورات المكانية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Representasi geografis termasuk peta, atlas, dan visualisasi spasial.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 包括地图、图集和空间可视化在内的地理表示。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: KartografischeInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: KartografischerInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuCartographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoCartográfico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى خرائطي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKartografis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 地图内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Creatieve werken geproduceerd als artistieke expressie inclusief tekeningen, schilderijen en prenten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kreative Werke, die als künstlerischer Ausdruck produziert wurden, einschließlich Zeichnungen, Gemälde und Drucke.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Œuvres créatives produites comme expression artistique y compris dessins, peintures et estampes.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Obras creativas producidas como expresión artística incluyendo dibujos, pinturas y grabados.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أعمال إبداعية تُنتج كتعبير فني بما في ذلك الرسومات واللوحات والمطبوعات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Karya kreatif yang diproduksi sebagai ekspresi artistik termasuk gambar, lukisan, dan cetakan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 作为艺术表达创作的创意作品，包括素描、绘画和版画。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ArtistiekeInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: KünstlerischerInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuArtistique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoArtístico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى فني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenArtistik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 艺术内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Geluidsopnames die akoestische informatie vastleggen via verschillende vastleggingstechnologieën.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Tonaufnahmen, die akustische Informationen durch verschiedene Aufnahmetechnologien erfassen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Enregistrements sonores capturant des informations acoustiques via diverses technologies de capture.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Grabaciones de sonido que capturan información acústica a través de diversas tecnologías de captura.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تسجيلات صوتية تلتقط المعلومات الصوتية من خلال تقنيات التقاط مختلفة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Rekaman suara yang menangkap informasi akustik melalui berbagai teknologi perekaman.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 通过各种捕获技术录制声学信息的录音。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AudioInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Audioinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuAudio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoAudio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى صوتي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenAudio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 音频内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Muzikale composities en opnames die georganiseerd geluid als artistieke expressie vertegenwoordigen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Musikalische Kompositionen und Aufnahmen, die organisierten Klang als künstlerischen Ausdruck darstellen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Compositions et enregistrements musicaux représentant le son organisé comme expression artistique.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Composiciones y grabaciones musicales que representan sonido organizado como expresión artística.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: التآليف الموسيقية والتسجيلات التي تمثل الصوت المنظم كتعبير فني.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Komposisi dan rekaman musik yang mewakili suara terorganisir sebagai ekspresi artistik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 将有组织的声音作为艺术表达的音乐作品和录音。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MuziekInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Musikinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuMusical
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoMusical
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى موسيقي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenMusik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 音乐内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Opnames van menselijke spraak inclusief mondelinge geschiedenissen, toespraken en interviews.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Aufnahmen menschlicher Sprache einschließlich mündlicher Geschichten, Reden und Interviews.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Enregistrements de la parole humaine y compris histoires orales, discours et entretiens.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Grabaciones del habla humana incluyendo historias orales, discursos y entrevistas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تسجيلات الكلام البشري بما في ذلك التاريخ الشفهي والخطب والمقابلات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Rekaman ucapan manusia termasuk sejarah lisan, pidato, dan wawancara.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 人类 speech 录音，包括口述历史、演讲和访谈。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: GesprokenWoordInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: GesprochenesWortInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuParole
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoPalabraHablada
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى الكلمة المنطوقة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenKataTerucap
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 口语内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Media die gesynchroniseerd geluid en bewegende beelden combineren.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Medien, die synchronisierten Ton und bewegte Bilder kombinieren.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Médias combinant son synchronisé et images animées.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Medios que combinan sonido sincronizado e imágenes en movimiento.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: وسائط تجمع بين الصوت المتزامن والصور المتحركة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Media yang menggabungkan suara dan gambar bergerak yang disinkronkan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 结合同步声音和运动图像的媒体。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AudiovisueleInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: AudiovisuellerInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuAudiovisuel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoAudiovisual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى سمعي بصري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenAudiovisual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 视听内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Speelfilms opgenomen op fotografische film.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Spielfilme, die auf Fotofilm aufgenommen wurden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Films enregistrés sur pellicule photographique.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Películas grabadas en película fotográfica.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أفلام مسجلة على فيلم فوتوغرافي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Film yang direkam pada stok film fotografi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 在照相胶片上录制的电影。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: FilmInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Filminhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuFilm
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoPelícula
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى سينمائي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenFilm
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 电影内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Elektronische opnames van bewegende visuele beelden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Elektronische Aufnahmen von bewegten visuellen Bildern.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Enregistrements électroniques d'images visuelles animées.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Grabaciones electrónicas de imágenes visuales en movimiento.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تسجيلات إلكترونية للصور المرئية المتحركة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Rekaman elektronik gambar visual bergerak.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 运动视觉图像的电子记录。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: VideoInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Videoinhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuVidéo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoVideo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى فيديو
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenVideo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 视频内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gestructureerde informatie georganiseerd voor computationele verwerking en analyse.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Strukturierte Information, die für computergestützte Verarbeitung und Analyse organisiert ist.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Information structurée organisée pour le traitement et l'analyse computationnels.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Información estructurada organizada para procesamiento y análisis computacional.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معلومات منظمة منظمة للمعالجة والتحليل الحاسوبي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Informasi terstruktur yang diorganisir untuk pemrosesan dan analisis komputasional.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 为计算处理和分析组织的结构化信息。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DataInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Dateninhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuDonnées
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoDatos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى بيانات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenData
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 数据内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Kwantitatieve gegevens en analytische resultaten uit statistische methodologieën.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Quantitative Daten und analytische Ergebnisse aus statistischen Methoden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Données quantitatives et résultats analytiques issus de méthodologies statistiques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Datos cuantitativos y resultados analíticos de metodologías estadísticas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيانات كمية ونتائج تحليلية من منهجيات إحصائية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Data kuantitatif dan hasil analitik dari metodologi statistik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 来自统计方法的定量数据和分析结果。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: StatistischeInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: StatistischerInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuStatistique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoEstadístico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى إحصائي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenStatistik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 统计内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Materialen die meerdere verschillende inhoudstypen combineren binnen één bron.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Materialien, die mehrere verschiedene Inhaltstypen innerhalb einer einzigen Ressource kombinieren.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Matériaux combinant plusieurs types de contenu distincts au sein d'une seule ressource.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Materiales que combinan múltiples tipos de contenido distintos dentro de un solo recurso.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد تجمع بين عدة أنواع محتوى متميزة داخل مورد واحد.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Materi yang menggabungkan beberapa jenis konten berbeda dalam satu sumber daya.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 在单一资源中组合多种不同内容类型的材料。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: GemengdeInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: GemischterInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuMixte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoMixto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى مختلط
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenCampuran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 混合内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Interactieve bronnen die tekst, audio, video en visuele elementen integreren.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Interaktive Ressourcen, die Text, Audio, Video und visuelle Elemente integrieren.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Ressources interactives intégrant texte, audio, vidéo et éléments visuels.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Recursos interactivos que integran texto, audio, video y elementos visuales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: موارد تفاعلية تدمج النص والصوت والفيديو والعناصر المرئية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Sumber daya interaktif yang mengintegrasikan teks, audio, video, dan elemen visual.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 集成文本、音频、视频和视觉元素的交互式资源。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MultimediaInhoud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: MultimediaInhalt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ContenuMultimédia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ContenidoMultimedia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: محتوى الوسائط المتعددة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KontenMultimedia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 多媒体内容
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRate.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRate.yaml
index b6ef643b26..a877004a5b 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRate.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRate.yaml
@@ -38,42 +38,147 @@ classes:
       zh: >-
         表示在指定时间范围内完成定义目标动作的源群体比例的百分比指标。
     structured_aliases:
-      nl:
-        - conversieratio
-        - omzettingspercentage
-      de:
-        - Konversionsrate
-        - Umwandlungsquote
-      fr:
-        - taux de conversion
-        - pourcentage de transformation
-      es:
-        - tasa de conversión
-        - porcentaje de transformación
-      ar:
-        - معدل التحويل
-        - نسبة التحول
-      id:
-        - tingkat konversi
-        - persentase transformasi
-      zh:
-        - 转化率
-        - 转换百分比
-    keywords:
-      - conversion rate
-      - success percentage
-      - action completion
-      - performance metric
-      - engagement rate
-    broad_mappings:
-      - schema:QuantitativeValue
-    close_mappings:
-      - schema:interactionStatistic
-    slots:
-      - has_type
-      - temporal_extent
-      - has_value
-    slot_usage:
-      temporal_extent:
-        range: TimeSpan
-        inlined: true
+
+      - literal_form: conversieratio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: omzettingspercentage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Konversionsrate
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Umwandlungsquote
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: taux de conversion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: pourcentage de transformation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tasa de conversión
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: porcentaje de transformación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معدل التحويل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: نسبة التحول
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: tingkat konversi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: persentase transformasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 转化率
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 转换百分比
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: conversion rate
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: success percentage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: action completion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: performance metric
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: engagement rate
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:QuantitativeValue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:interactionStatistic
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRateType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRateType.yaml
index 341a938372..7670a71086 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRateType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRateType.yaml
@@ -34,59 +34,207 @@ classes:
       zh: >-
         衡量完成目标动作的人群比例的度量抽象分类。
     structured_aliases:
-      nl:
-        - conversieratetype
-        - omzettingspercentage
-      de:
-        - Konversionsratentyp
-        - Umwandlungsrate
-      fr:
-        - type de taux de conversion
-        - taux de transformation
-      es:
-        - tipo de tasa de conversión
-        - porcentaje de conversión
-      ar:
-        - نوع معدل التحويل
-        - نسبة التحويل
-      id:
-        - jenis tingkat konversi
-        - rasio konversi
-      zh:
-        - 转化率类型
-        - 转化率
-    keywords:
-      - conversion rate
-      - performance metric
-      - engagement
-      - audience analytics
-      - KPI
-    broad_mappings:
-      - skos:Concept
-    slots:
-      - has_label
-      - has_denominator_data
-      - has_numerator
-      - has_benchmark
-    notes:
-      - |
-        Preserved from prior description (commit 5e94e52b):
 
-        Abstract base class for types of conversion rates measured in heritage contexts.
+      - literal_form: conversieratetype
 
-        **TYPE TAXONOMY**:
+        predicate: EXACT_SYNONYM
 
-        Conversion rates measure the percentage of one group that performs a specific action:
-        - **Visitor to Purchase**: Museum visitors who buy from gift shop
-        - **Visitor to Member**: Visitors who become members
-        - **Online to Visit**: Website visitors who visit physically
-        - **Email to Click**: Email recipients who click links
-        - **Social to Follower**: Social media viewers who follow
+        in_language: nl
 
-        **NAMING CONVENTION** (Rule 0b):
-        - This file: Abstract `ConversionRateType` base class
-        - ConversionRateTypes.yaml: Concrete subclasses
+      - literal_form: omzettingspercentage
 
-        **ONTOLOGY MAPPING**:
-        - class_uri: skos:Concept (type taxonomy concept)
-        - Part of SKOS-based classification scheme
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Konversionsratentyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Umwandlungsrate
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type de taux de conversion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: taux de transformation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de tasa de conversión
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: porcentaje de conversión
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع معدل التحويل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: نسبة التحويل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis tingkat konversi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: rasio konversi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 转化率类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 转化率
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: conversion rate
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: performance metric
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: engagement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: audience analytics
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: KPI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_denominator_data
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_numerator
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_benchmark
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: **Visitor to Purchase**: Museum visitors who buy from gift shop
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: **Visitor to Member**: Visitors who become members
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: **Online to Visit**: Website visitors who visit physically
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: **Email to Click**: Email recipients who click links
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: **Social to Follower**: Social media viewers who follow
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: This file: Abstract `ConversionRateType` base class
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ConversionRateTypes.yaml: Concrete subclasses
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: class_uri: skos:Concept (type taxonomy concept)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Part of SKOS-based classification scheme
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRateTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRateTypes.yaml
index 647006bf84..18f2e01155 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRateTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ConversionRateTypes.yaml
@@ -13,7 +13,44 @@ classes:
   VisitorToPurchaseConversion:
     is_a: ConversionRateType
     class_uri: hc:VisitorToPurchaseConversion
-    description: Conversion metric for visitors who complete a purchase action.
+    description: >-
+      Performance metric measuring the proportion of visitors who complete a commercial transaction.
+    alt_descriptions:
+      nl: Prestatiemetric die het aandeel bezoekers meet dat een commerciële transactie voltooit.
+      de: Leistungskennzahl, die den Anteil der Besucher misst, die eine kommerzielle Transaktion abschließen.
+      fr: Indicateur de performance mesurant la proportion de visiteurs qui effectuent une transaction commerciale.
+      es: Métrica de rendimiento que mide la proporción de visitantes que completan una transacción comercial.
+      ar: مؤشر أداء يقيس نسبة الزوار الذين يكملون معاملة تجارية.
+      id: Metrik kinerja yang mengukur proporsi pengunjung yang menyelesaikan transaksi komersial.
+      zh: 衡量完成商业交易的访客比例的绩效指标。
+    structured_aliases:
+      - literal_form: BezoekerTotKoopConversie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: BesucherZuKaufKonversion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: ConversionVisiteurEnAchat
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: ConversiónVisitanteACompra
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: تحويل الزائر إلى شراء
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: KonversiPengunjungKePembelian
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 访客到购买转化
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - purchase conversion
+      - sales conversion
+      - visitor to buyer
+      - commercial transaction
+      - retail metrics
     broad_mappings:
       - skos:Concept
     slot_usage:
@@ -23,7 +60,38 @@ classes:
   VisitorToMemberConversion:
     is_a: ConversionRateType
     class_uri: hc:VisitorToMemberConversion
-    description: Conversion metric for visitors who enroll as members or supporters.
+    description: >-
+      Performance metric measuring the proportion of visitors who enroll in membership or supporter programs.
+    alt_descriptions:
+      nl: Prestatiemetric die het aandeel bezoekers meet dat zich inschrijft voor lidmaatschaps- of donateursprogramma's.
+      de: Leistungskennzahl, die den Anteil der Besucher misst, die sich für Mitgliedschafts- oder Unterstützerprogramme anmelden.
+      fr: Indicateur de performance mesurant la proportion de visiteurs qui s'inscrivent aux programmes d'adhésion ou de soutien.
+      es: Métrica de rendimiento que mide la proporción de visitantes que se inscriben en programas de membresía o apoyo.
+      ar: مؤشر أداء يقيس نسبة الزوار الذين يسجلون في برامج العضوية أو الدعم.
+      id: Metrik kinerja yang mengukur proporsi pengunjung yang mendaftar dalam program keanggotaan atau pendukung.
+      zh: 衡量注册会员或支持者计划的访客比例的绩效指标。
+    structured_aliases:
+      - literal_form: BezoekerTotLidConversie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: BesucherZuMitgliedKonversion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: ConversionVisiteurEnMembre
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: ConversiónVisitanteAMiembro
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: تحويل الزائر إلى عضو
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: KonversiPengunjungKeAnggota
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 访客到会员转化
+        predicate: EXACT_SYNONYM
+        in_language: zh
     broad_mappings:
       - skos:Concept
     slot_usage:
@@ -33,34 +101,189 @@ classes:
   OnlineToPhysicalConversion:
     is_a: ConversionRateType
     class_uri: hc:OnlineToPhysicalConversion
-    description: Conversion metric for digital visitors who later make an on-site visit.
+    description: >-
+      Performance metric measuring the proportion of digital visitors who subsequently make an in-person visit.
+    alt_descriptions:
+      nl: Prestatiemetric die het aandeel digitale bezoekers meet die vervolgens een persoonlijk bezoek brengen.
+      de: Leistungskennzahl, die den Anteil digitaler Besucher misst, die anschließend einen persönlichen Besuch abstatten.
+      fr: Indicateur de performance mesurant la proportion de visiteurs numériques qui effectuent ensuite une visite en personne.
+      es: Métrica de rendimiento que mide la proporción de visitantes digitales que posteriormente realizan una visita presencial.
+      ar: مؤشر أداء يقيس نسبة الزوار الرقميين الذين يقومون لاحقًا بزيارة شخصية.
+      id: Metrik kinerja yang mengukur proporsi pengunjung digital yang kemudian melakukan kunjungan langsung.
+      zh: 衡量随后进行实地访问的数字访客比例的绩效指标。
+    structured_aliases:
+      - literal_form: OnlineNaarFysiekConversie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: OnlineZuPhysischKonversion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: ConversionEnLigneEnPhysique
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: ConversiónOnlineAFísico
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: تحويل عبر الإنترنت إلى حضوري
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: KonversiOnlineKeFisik
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 在线到实体转化
+        predicate: EXACT_SYNONYM
+        in_language: zh
     broad_mappings:
       - skos:Concept
 
   EmailToClickConversion:
     is_a: ConversionRateType
     class_uri: hc:EmailToClickConversion
-    description: Conversion metric for delivered email messages that produce click-through action.
+    description: >-
+      Performance metric measuring the proportion of delivered email messages that generate click-through actions.
+    alt_descriptions:
+      nl: Prestatiemetric die het aandeel afgeleverde e-mailberichten meet dat klik-door-acties genereert.
+      de: Leistungskennzahl, die den Anteil zugestellter E-Mails misst, die Klick-Aktionen generieren.
+      fr: Indicateur de performance mesurant la proportion de courriels délivrés qui génèrent des actions de clic.
+      es: Métrica de rendimiento que mide la proporción de correos electrónicos entregados que generan acciones de clic.
+      ar: مؤشر أداء يقيس نسبة رسائل البريد الإلكتروني المسلمة التي تولد إجراءات نقر.
+      id: Metrik kinerja yang mengukur proporsi pesan email yang terkirim yang menghasilkan tindakan klik.
+      zh: 衡量产生点击行动的已送达电子邮件比例的绩效指标。
+    structured_aliases:
+      - literal_form: EmailNaarKlikConversie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: EmailZuKlickKonversion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: ConversionEmailEnClic
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: ConversiónEmailAClic
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: تحويل البريد الإلكتروني إلى نقرة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: KonversiEmailKeKlik
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 邮件到点击转化
+        predicate: EXACT_SYNONYM
+        in_language: zh
     broad_mappings:
       - skos:Concept
 
   SocialToFollowerConversion:
     is_a: ConversionRateType
     class_uri: hc:SocialToFollowerConversion
-    description: Conversion metric for social content views that lead to follower growth.
+    description: >-
+      Performance metric measuring the proportion of content viewers who become followers or subscribers.
+    alt_descriptions:
+      nl: Prestatiemetric die het aandeel inhoudskijkers meet dat volger of abonnee wordt.
+      de: Leistungskennzahl, die den Anteil der Inhaltsbetrachter misst, die zu Followern oder Abonnenten werden.
+      fr: Indicateur de performance mesurant la proportion de spectateurs de contenu qui deviennent des abonnés.
+      es: Métrica de rendimiento que mide la proporción de espectadores de contenido que se convierten en seguidores o suscriptores.
+      ar: مؤشر أداء يقيس نسبة مشاهدي المحتوى الذين يصبحون متابعين أو مشتركين.
+      id: Metrik kinerja yang mengukur proporsi penonton konten yang menjadi pengikut atau pelanggan.
+      zh: 衡量成为关注者或订阅者的内容观众比例的绩效指标。
+    structured_aliases:
+      - literal_form: SociaalNaarVolgerConversie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: SocialZuFollowerKonversion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: ConversionSocialEnAbonné
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: ConversiónSocialASeguidor
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: تحويل اجتماعي إلى متابع
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: KonversiSosialKePengikut
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 社交到关注者转化
+        predicate: EXACT_SYNONYM
+        in_language: zh
     broad_mappings:
       - skos:Concept
 
   TicketToReturnConversion:
     is_a: ConversionRateType
     class_uri: hc:TicketToReturnConversion
-    description: Conversion metric for ticket holders who return within a defined period.
+    description: >-
+      Performance metric measuring the proportion of ticket holders who revisit within a specified time frame.
+    alt_descriptions:
+      nl: Prestatiemetric die het aandeel tickethouders meet dat binnen een bepaald tijdsbestek opnieuw bezoekt.
+      de: Leistungskennzahl, die den Anteil der Tickethalter misst, die innerhalb eines bestimmten Zeitrahmens erneut besuchen.
+      fr: Indicateur de performance mesurant la proportion de détenteurs de billets qui reviennent dans un délai spécifié.
+      es: Métrica de rendimiento que mide la proporción de titulares de entradas que revisitan dentro de un período específico.
+      ar: مؤشر أداء يقيس نسبة حاملي التذاكر الذين يعودون للزيارة خلال فترة زمنية محددة.
+      id: Metrik kinerja yang mengukur proporsi pemegang tiket yang berkunjung kembali dalam jangka waktu tertentu.
+      zh: 衡量在指定时间范围内重访的持票者比例的绩效指标。
+    structured_aliases:
+      - literal_form: TicketNaarTerugkeerConversie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: TicketZuRückkehrKonversion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: ConversionBilletEnRetour
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: ConversiónEntradaARetorno
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: تحويل التذكرة إلى عودة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: KonversiTiketKeKunjunganUlang
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 门票到回头客转化
+        predicate: EXACT_SYNONYM
+        in_language: zh
     broad_mappings:
       - skos:Concept
 
   OtherConversion:
     is_a: ConversionRateType
     class_uri: hc:OtherConversion
-    description: Custom conversion metric for institution-specific outcome definitions.
+    description: >-
+      Performance metric for custom outcomes defined by the institution for specialized tracking purposes.
+    alt_descriptions:
+      nl: Prestatiemetric voor aangepaste resultaten gedefinieerd door de instelling voor gespecialiseerde trackingdoeleinden.
+      de: Leistungskennzahl für benutzerdefinierte Ergebnisse, die von der Institution für spezielle Tracking-Zwecke festgelegt werden.
+      fr: Indicateur de performance pour les résultats personnalisés définis par l'institution à des fins de suivi spécialisées.
+      es: Métrica de rendimiento para resultados personalizados definidos por la institución para fines de seguimiento especializados.
+      ar: مؤشر أداء للنتائج المخصصة المحددة من قبل المؤسسة لأغراض التتبع المتخصصة.
+      id: Metrik kinerja untuk hasil khusus yang ditentukan oleh institusi untuk tujuan pelacakan khusus.
+      zh: 机构为专门跟踪目的定义的自定义结果的绩效指标。
+    structured_aliases:
+      - literal_form: OverigeConversie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: SonstigeKonversion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: AutreConversion
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: OtraConversión
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: تحويل آخر
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: KonversiLainnya
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 其他转化
+        predicate: EXACT_SYNONYM
+        in_language: zh
     broad_mappings:
       - skos:Concept
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CoordinateProvenance.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CoordinateProvenance.yaml
index b8e1bdfa7c..4fb281d2f8 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CoordinateProvenance.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CoordinateProvenance.yaml
@@ -30,34 +30,129 @@ classes:
       zh: >-
         记录地理空间坐标的来源、推导方法或验证过程的溯源记录。
     structured_aliases:
-      nl:
-        - coördinaatherkomst
-        - locatiebewijs
-      de:
-        - Koordinatenherkunft
-        - Standortnachweis
-      fr:
-        - provenance des coordonnées
-        - preuve de localisation
-      es:
-        - procedencia de coordenadas
-        - prueba de ubicación
-      ar:
-        - منشأ الإحداثيات
-        - دليل الموقع
-      id:
-        - asal-usul koordinat
-        - bukti lokasi
-      zh:
-        - 坐标来源
-        - 位置凭证
-    keywords:
-      - provenance
-      - geocoding
-      - coordinate validation
-      - location accuracy
-      - derivation method
-    broad_mappings:
-      - prov:Activity
-    slots:
-      - based_on
+
+      - literal_form: coördinaatherkomst
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: locatiebewijs
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Koordinatenherkunft
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Standortnachweis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: provenance des coordonnées
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: preuve de localisation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: procedencia de coordenadas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: prueba de ubicación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منشأ الإحداثيات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: دليل الموقع
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: asal-usul koordinat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: bukti lokasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 坐标来源
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 位置凭证
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: provenance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geocoding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: coordinate validation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: location accuracy
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: derivation method
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: based_on
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Country.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Country.yaml
index 867f444cd5..e4f01538cf 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Country.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Country.yaml
@@ -40,9 +40,9 @@ classes:
       has_code:
         multivalued: true
     see_also:
-    - https://www.geonames.org/\n-
-    - https://unstats.un.org/unsd/methodology/m49/\n-
-    - https://www.iso.org/iso-3166-country-codes.html\n\nMIGRATION
+    - https://www.geonames.org/
+    - https://unstats.un.org/unsd/methodology/m49/
+    - https://www.iso.org/iso-3166-country-codes.html
     comments:
     - |
       Preserved from prior description (commit 5e94e52b):
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CourtRecords.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CourtRecords.yaml
index 9145ee37ed..9b04965e03 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CourtRecords.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CourtRecords.yaml
@@ -38,47 +38,177 @@ classes:
       zh: >-
         负责保存和提供司法程序、法律裁决和法庭文件访问的机构。
     structured_aliases:
-      nl:
-        - justitieel archief
-        - gerechtsarchief
-      de:
-        - Justizarchiv
-        - Gerichtsarchiv
-      fr:
-        - archives judiciaires
-        - dépôt d'archives judiciaires
-      es:
-        - archivo judicial
-        - archivo de tribunales
-      ar:
-        - الأرشيف القضائي
-        - أرشيف المحاكم
-      id:
-        - arsip pengadilan
-        - arsip yudikatif
-      zh:
-        - 司法档案馆
-        - 法院档案
-    keywords:
-      - judicial
-      - court
-      - legal proceedings
-      - tribunal
-      - case records
-    broad_mappings:
-      - skos:Concept
-      - schema:ArchiveOrganization
-    related_mappings:
-      - wd:Q11906844
-      - rico:RecordSet
-    slots:
-      - related_to
-      - has_type
-      - in_jurisdiction
-      - has_score
-      - identified_by
-    comments:
-      - |
-        Preserved from prior description (commit 5e94e52b):
 
-        "Archive specializing in judicial and court records.\n\n**Wikidata**: Q11906844 (Justizarchiv / court records archive)\n\n**DEFINITION**:\n\nCourt Records archives (Justizarchiv in German) preserve and provide access to \nrecords created by judicial bodies including:\n- Courts of law at all levels (supreme, appellate, district, local)\n- Tribunals and administrative courts\n- Notarial records (where managed by courts)\n- Legal proceedings documentation\n- Court orders, judgments, and decrees\n\n**SCOPE**:\n\nCourt archives differ from general government archives by their focus on:\n- Evidential value (legal proof, precedent)\n- Retention schedules based on legal requirements\n- Access restrictions (privacy, ongoing cases, sealed records)\n- Chain of custody requirements for legal validity\n\n**MULTILINGUAL LABELS**:\n- Justizarchiv (de)\n- archivo judicial (es)\n- archives judiciaires (fr)\n\n**RELATED TYPES**:\n- NotarialArchive (Q8203685) - notarial records specifically\n\
+      - literal_form: justitieel archief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: gerechtsarchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Justizarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Gerichtsarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: archives judiciaires
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: dépôt d'archives judiciaires
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archivo judicial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: archivo de tribunales
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الأرشيف القضائي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: أرشيف المحاكم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: arsip pengadilan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: arsip yudikatif
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 司法档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 法院档案
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: judicial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: court
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: legal proceedings
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: tribunal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: case records
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:ArchiveOrganization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q11906844
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:RecordSet
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: related_to
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: in_jurisdiction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CreationEvent.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CreationEvent.yaml
index fe0b50d3e7..423ff35462 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CreationEvent.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CreationEvent.yaml
@@ -36,46 +36,153 @@ classes:
       zh: >-
         使实体、作品或人工制品得以产生的起源事件。
     structured_aliases:
-      nl:
-        - creatiegebeurtenis
-        - ontstaansmoment
-      de:
-        - Entstehungsereignis
-        - Schaffungsmoment
-      fr:
-        - événement de création
-        - moment d'origine
-      es:
-        - evento de creación
-        - momento de origen
-      ar:
-        - حدث الإنشاء
-        - لحظة النشأة
-      id:
-        - peristiwa penciptaan
-        - momen asal
-      zh:
-        - 创作事件
-        - 起源时刻
-    keywords:
-      - creation event
-      - origin
-      - inception
-      - genesis
-      - bringing into being
-    broad_mappings:
-      - crm:E65_Creation
-    close_mappings:
-      - prov:Activity
-      - schema:CreateAction
-    slots:
-      - temporal_extent
-      - has_description
-      - in_place
-    slot_usage:
-      temporal_extent:
-        range: TimeSpan
-        inlined: true
-      in_place:
-        range: Place
-        inlined: true
+
+      - literal_form: creatiegebeurtenis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ontstaansmoment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Entstehungsereignis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Schaffungsmoment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: événement de création
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: moment d'origine
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: evento de creación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: momento de origen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حدث الإنشاء
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: لحظة النشأة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: peristiwa penciptaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: momen asal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 创作事件
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 起源时刻
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: creation event
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: origin
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: inception
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: genesis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: bringing into being
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E65_Creation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:CreateAction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: in_place
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CurationActivity.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CurationActivity.yaml
index ceff8ee66d..8e5bdbd616 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CurationActivity.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CurationActivity.yaml
@@ -49,58 +49,237 @@ classes:
       zh: >-
         在整个生命周期中维护、丰富或重组策展藏品的持续保管工作。
     structured_aliases:
-      nl:
-        - curatie-activiteit
-        - collectiebeheer
-      de:
-        - Kuratierungsaktivität
-        - Sammlungsverwaltung
-      fr:
-        - activité de conservation
-        - gestion de collection
-      es:
-        - actividad de curaduría
-        - gestión de colección
-      ar:
-        - نشاط التنسيق
-        - إدارة المجموعات
-      id:
-        - aktivitas kurasi
-        - pengelolaan koleksi
-      zh:
-        - 策展活动
-        - 馆藏管理
-    keywords:
-      - curation activity
-      - collection management
-      - stewardship
-      - preservation activity
-      - collection care
-    broad_mappings:
-      - crm:E87_Curation_Activity
-    close_mappings:
-      - rico:Activity
-    related_mappings:
-      - crm:E7_Activity
-      - aat:300054277
-    slots:
-      - allocated_budget
-      - curate
-      - has_type
-      - has_objective
-      - has_output
-      - recur_at
-      - add
-      - objects_affected
-      - has_quantity
-      - remove
-      - has_priority
-      - has_pattern
-      - associated_with
-      - managed_by
-      - has_protocol
-    comments:
-      - |
-        Preserved from prior description (commit 5e94e52b):
 
-        "Ongoing collection management activities performed to preserve heritage for access.\n\n**CIDOC-CRM Definition**:\n\nE87_Curation_Activity comprises \"the activities that result in the continuity of\nmanagement and the preservation and evolution of instances of E78 Curated Holding.\"\n\n**INHERITANCE**:\n\nExtends `Activity` base class. Inherits:\n# - has_activity_identifier (required, identifier)\n# - has_activity_name (required)\n# - has_activity_description\n- has_activity_type \u2192 ActivityType\n- temporal_extent \u2192 TimeSpan\n- succeeded_by, preceding_activity\n- status, note\n\n**KEY DISTINCTION**:\n\n| Concept | Class | Duration | Example |\n|---------|-------|----------|---------|\n| **Curation Activity** | CurationActivity | Ongoing/recurring | Annual inventory |\n| Exhibition | Exhibition | Time-bounded | \"Van Gogh Retrospective\" |\n| Conservation treatment | ConservationRecord | Discrete action | Frame repair |\n| Provenance event | ProvenanceEvent\
+      - literal_form: curatie-activiteit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: collectiebeheer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kuratierungsaktivität
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Sammlungsverwaltung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: activité de conservation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: gestion de collection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: actividad de curaduría
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: gestión de colección
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نشاط التنسيق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: إدارة المجموعات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: aktivitas kurasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: pengelolaan koleksi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 策展活动
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 馆藏管理
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: curation activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: collection management
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: stewardship
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: preservation activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: collection care
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E87_Curation_Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E7_Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: aat:300054277
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: allocated_budget
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: curate
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_objective
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_output
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: recur_at
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: add
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: objects_affected
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: remove
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_priority
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_pattern
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: associated_with
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: managed_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_protocol
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CurrentPosition.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CurrentPosition.yaml
index 1df80b5896..a9ed6ec5be 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CurrentPosition.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CurrentPosition.yaml
@@ -31,38 +31,141 @@ classes:
       zh: >-
         将个人与其当前组织隶属关系联系起来的当前职业角色或雇佣关系。
     structured_aliases:
-      nl:
-        - huidige positie
-        - huidige functie
-      de:
-        - aktuelle Position
-        - gegenwärtige Stelle
-      fr:
-        - poste actuel
-        - position courante
-      es:
-        - puesto actual
-        - posición actual
-      ar:
-        - المنصب الحالي
-        - الوظيفة الحالية
-      id:
-        - posisi saat ini
-        - jabatan sekarang
-      zh:
-        - 当前职位
-        - 现任
-    keywords:
-      - current position
-      - present role
-      - active employment
-      - organizational affiliation
-      - job title
-    broad_mappings:
-      - schema:Role
-    close_mappings:
-      - org:Membership
-    related_mappings:
-      - schema:Organization
-      - prov:Entity
-    slots: []
+
+      - literal_form: huidige positie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: huidige functie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: aktuelle Position
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: gegenwärtige Stelle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: poste actuel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: position courante
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: puesto actual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: posición actual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المنصب الحالي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الوظيفة الحالية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: posisi saat ini
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: jabatan sekarang
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 当前职位
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 现任
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: current position
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: present role
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: active employment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: organizational affiliation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: job title
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Role
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: org:Membership
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianAdministration.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianAdministration.yaml
index ddfbdbc9ba..7d9b830cb6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianAdministration.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianAdministration.yaml
@@ -41,42 +41,45 @@ classes:
       zh: >-
         在转移到永久档案存储之前，用于正在进行机构工作流的活跃运营记录域。
     structured_aliases:
-      nl: Beheeradministratie
-      de: Verwaltungsakten
-      fr: Administration du dépositaire
-      es: Administración del custodio
-      ar: إدارة العهدة
-      id: Administrasi Kustodian
-      zh: 保管人管理
-    broad_mappings:
-      - rico:RecordResource
-    close_mappings:
-      - schema:CreativeWork
-    related_mappings:
-      - rico:hasCreator
-      - rico:isAssociatedWithActivity
-    slots:
-      - has_label
-      - has_description
-      - has_status
-      - has_type
-      - has_quantity
-      - has_system
-      - active_since
-      - refer_to
-      - temporal_extent
-      - has_score
-    slot_usage:
-      has_label:
-        required: true
-      refer_to:
-        range: Custodian
-        required: true
 
-    notes:
-      - |
-        Preserved from prior description (commit 5e94e52b):
+      - literal_form: Beheeradministratie
 
-        Preserved from prior description (commit 5e94e52b):
+        predicate: EXACT_SYNONYM
 
-        "Represents ACTIVE documents, files, data, and records currently in daily use\nby the heritage custodian. These are LIVING records actively referenced,\nmodified, and used in ongoing institutional operations.\n\n**CRITICAL DISTINCTION - NOT ARCHIVES**:\n\nCustodianAdministration is fundamentally DIFFERENT from archives:\n\n| CustodianAdministration | CustodianArchive | CustodianCollection |\n|-------------------------|------------------|---------------------|\n| **ACTIVE** - in daily use | **INACTIVE** - awaiting processing | **HERITAGE** - cultural value |\n| Business tool | Processing backlog | Research resource |\n| Modified regularly | Static (until processed) | Preserved permanently |\n| Managed by business units | Managed by archives | Managed by collections |\n| Current reference value | Future historical value | Proven historical value |\n| Retention period active | Retention period ended | Permanently retained |\n\n**LIFECYCLE POSITION**:\n\n```\n\u250C\u2500\u2500\
+        in_language: nl
+
+      - literal_form: Verwaltungsakten
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Administration du dépositaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Administración del custodio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: إدارة العهدة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Administrasi Kustodian
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 保管人管理
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianCollection.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianCollection.yaml
index 3b64f047bd..1614d0f482 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianCollection.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianCollection.yaml
@@ -40,52 +40,189 @@ classes:
       zh: >-
         由保存政策管理并为学术访问维护的遗产材料策展集合。
     structured_aliases:
-      nl:
-        - beheerderscollectie
-        - erfgoedcollectie
-      de:
-        - Verwalter-Sammlung
-        - Kulturgutsammlung
-      fr:
-        - collection de dépositaire
-        - collection patrimoniale
-      es:
-        - colección de custodio
-        - colección patrimonial
-      ar:
-        - مجموعة الأمين
-        - مجموعة التراث
-      id:
-        - koleksi pengelola
-        - koleksi warisan
-      zh:
-        - 托管人收藏
-        - 遗产馆藏
-    keywords:
-      - custodian collection
-      - curated holding
-      - heritage aggregation
-      - research collection
-      - preservation collection
-    broad_mappings:
-      - crm:E78_Curated_Holding
-    close_mappings:
-      - rico:RecordSet
-    related_mappings:
-      - dcterms:hasPart
-    slots:
-      - has_label
-      - has_description
-      - has_scope
-      - has_type
-      - has_content
-      - has_provenance
-      - refer_to
-      - temporal_extent
-      - has_score
-    slot_usage:
-      has_label:
-        required: true
-      refer_to:
-        range: Custodian
-        required: true
+
+      - literal_form: beheerderscollectie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: erfgoedcollectie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Verwalter-Sammlung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Kulturgutsammlung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: collection de dépositaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: collection patrimoniale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: colección de custodio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: colección patrimonial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجموعة الأمين
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: مجموعة التراث
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: koleksi pengelola
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: koleksi warisan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 托管人收藏
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 遗产馆藏
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: custodian collection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: curated holding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: heritage aggregation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: research collection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: preservation collection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E78_Curated_Holding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:RecordSet
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcterms:hasPart
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_scope
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_content
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_provenance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: refer_to
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianLegalNameClaim.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianLegalNameClaim.yaml
index 93c8b66837..6a5f9b78f3 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianLegalNameClaim.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianLegalNameClaim.yaml
@@ -33,19 +33,45 @@ classes:
       zh: >-
         具体化断言，捕获声明的注册名称及支持性来源文档。
     structured_aliases:
-      nl: Rechtspersonaamclaim
-      de: Rechtsname-Anspruch
-      fr: Revendication de dénomination légale
-      es: Reclamación de nombre legal
-      ar: مطالبة الاسم القانوني
-      id: Klaim Nama Hukum
-      zh: 法定名称声明
-    broad_mappings:
-      - rdf:Statement
-    close_mappings:
-      - prov:Entity
-    related_mappings:
-      - schema:legalName
-    slots:
-      - has_type
-      - has_note
+
+      - literal_form: Rechtspersonaamclaim
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Rechtsname-Anspruch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Revendication de dénomination légale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Reclamación de nombre legal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مطالبة الاسم القانوني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Klaim Nama Hukum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 法定名称声明
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianObservation.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianObservation.yaml
index bc00f06cf8..56d657a197 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianObservation.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianObservation.yaml
@@ -42,51 +42,195 @@ classes:
       zh: >-
         作为重建输入用于确立保管人属性的来源归属证据记录。
     structured_aliases:
-      nl:
-        - beheerderobservatie
-        - bronwaarneming
-      de:
-        - Verwalterbeobachtung
-        - Quellenbeobachtung
-      fr:
-        - observation du dépositaire
-        - observation source
-      es:
-        - observación del custodio
-        - observación fuente
-      ar:
-        - ملاحظة الأمين
-        - ملاحظة المصدر
-      id:
-        - observasi kustodian
-        - observasi sumber
-      zh:
-        - 保管人观察
-        - 来源观察
-    keywords:
-      - custodian observation
-      - source evidence
-      - reconstruction input
-      - attributed data
-      - evidence record
-    broad_mappings:
-      - prov:Entity
-      - pico:PersonObservation
-    close_mappings:
-      - crm:E73_Information_Object
-      - rico:Record
-    slots:
-      - has_label
-      - has_value
-      - has_type
-      - refer_to
-      - has_context
-      - temporal_extent
-      - has_source
-      - observe
-      - has_score
-    slot_usage:
-      observe:
-        required: true
-      has_source:
-        required: true
+
+      - literal_form: beheerderobservatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: bronwaarneming
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Verwalterbeobachtung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Quellenbeobachtung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: observation du dépositaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: observation source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: observación del custodio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: observación fuente
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملاحظة الأمين
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: ملاحظة المصدر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: observasi kustodian
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: observasi sumber
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 保管人观察
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 来源观察
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: custodian observation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: source evidence
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: reconstruction input
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: attributed data
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: evidence record
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: pico:PersonObservation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E73_Information_Object
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:Record
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: refer_to
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_context
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: observe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianPlace.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianPlace.yaml
index e6dbcccde1..0688165987 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianPlace.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianPlace.yaml
@@ -55,27 +55,48 @@ classes:
       zh: >-
         标识遗产保管人运营或所在地理环境的重建名义地点表达式。
     structured_aliases:
-      nl:
-        - beheerderslocatie
-        - instellingsplaats
-      de:
-        - Verwahrer-Standort
-        - Institutioneller Ort
-      fr:
-        - lieu du dépositaire
-        - localisation institutionnelle
-      es:
-        - ubicación del custodio
-        - lugar institucional
-      ar:
-        - موقع الأمين
-        - موقع المؤسسة
-      id:
-        - lokasi pengelola
-        - lokasi kelembagaan
-      zh:
-        - 托管人地点
-        - 机构位置
+      - literal_form: beheerderslocatie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: instellingsplaats
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Verwahrer-Standort
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: Institutioneller Ort
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: lieu du dépositaire
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: localisation institutionnelle
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: ubicación del custodio
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: lugar institucional
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: موقع الأمين
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: موقع المؤسسة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: lokasi pengelola
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: lokasi kelembagaan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 托管人地点
+        predicate: EXACT_SYNONYM
+        in_language: zh
+      - literal_form: 机构位置
+        predicate: EXACT_SYNONYM
+        in_language: zh
     keywords:
       - custodian place
       - institution location
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianSourceFile.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianSourceFile.yaml
index 01e59822d2..4fe2dbec93 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/CustodianSourceFile.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/CustodianSourceFile.yaml
@@ -37,43 +37,171 @@ classes:
       zh: >-
         汇集完整遗产托管人来源文件及丰富和来源元数据的根记录包。
     structured_aliases:
-      nl:
-        - bronbestand
-        - custodian-bronbestand
-      de:
-        - Quelldatei
-        - Custodian-Quelldatei
-      fr:
-        - fichier source
-        - fichier source dépositaire
-      es:
-        - archivo fuente
-        - archivo fuente custodio
-      ar:
-        - ملف المصدر
-        - ملف مصدر الوصي
-      id:
-        - file sumber
-        - file sumber pengelola
-      zh:
-        - 来源文件
-        - 托管人源文件
-    keywords:
-      - source file
-      - custodian record
-      - provenance bundle
-      - enrichment
-      - source document
-    broad_mappings:
-      - prov:Entity
-    close_mappings:
-      - prov:Bundle
-    related_mappings:
-      - schema:Dataset
-    slots:
-      - has_provenance
-      - located_at
-      - has_status
-      - has_mission_statement
-      - has_contact_details
-      - has_service_area
+
+      - literal_form: bronbestand
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: custodian-bronbestand
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Quelldatei
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Custodian-Quelldatei
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: fichier source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: fichier source dépositaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archivo fuente
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: archivo fuente custodio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف المصدر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: ملف مصدر الوصي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: file sumber
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: file sumber pengelola
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 来源文件
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 托管人源文件
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: source file
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: custodian record
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: provenance bundle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: enrichment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: source document
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Bundle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Dataset
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_provenance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: located_at
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_status
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_mission_statement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_contact_details
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_service_area
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DarkArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DarkArchiveRecordSetType.yaml
index fa4584abf3..82cdd361d0 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DarkArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DarkArchiveRecordSetType.yaml
@@ -36,6 +36,7 @@ classes:
     broad_mappings:
     - skos:Concept
     - rico:RecordSetType
+    - crm:E55_Type
     related_mappings:
     - wd:Q112796578
     see_also:
@@ -49,3 +50,8 @@ classes:
       dual_class_pattern: collection_type
       specificity_score: 0.7
       specificity_rationale: Type taxonomy class
+    keywords:
+    - preservation-only custody
+    - restricted access
+    - documentary aggregation
+    - dark archive
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DataFormatTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DataFormatTypes.yaml
index e5b09c49ca..884e4a53da 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DataFormatTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DataFormatTypes.yaml
@@ -13,259 +13,1484 @@ classes:
   JsonFormat:
     is_a: DataFormatType
     class_uri: hc:JsonFormat
-    description: 'JavaScript Object Notation (JSON) format.
+    description: >-
+      Lightweight data interchange format using human-readable text for structured data serialization.
+    alt_descriptions:
+      nl: Lichtgewicht gegevensuitwisselingsformaat dat menselijk leesbare tekst gebruikt voor gestructureerde gegevensserialisatie.
+      de: Leichtes Datenaustauschformat, das menschenlesbaren Text für strukturierte Datenserialisierung verwendet.
+      fr: Format d'échange de données léger utilisant du texte lisible par l'homme pour la sérialisation de données structurées.
+      es: Formato de intercambio de datos ligero que utiliza texto legible por humanos para la serialización de datos estructurados.
+      ar: تنسيق تبادل بيانات خفيف الوزن يستخدم نصًا مقروءًا بشريًا لتسلسل البيانات المنظمة.
+      id: Format pertukaran data ringan yang menggunakan teks yang dapat dibaca manusia untuk serialisasi data terstruktur.
+      zh: 使用人类可读文本进行结构化数据序列化的轻量级数据交换格式。
+    structured_aliases:
 
-      Media type: application/json
+      - literal_form: JsonFormaat
 
-      Common for APIs, configuration, and data exchange.
+        predicate: EXACT_SYNONYM
 
-      '
-    annotations:
-      media_type: application/json
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - skos:Concept
-  XmlFormat:
-    is_a: DataFormatType
-    class_uri: hc:XmlFormat
-    description: 'Extensible Markup Language (XML) format.
+        in_language: nl
 
-      Media type: application/xml
+      - literal_form: JsonFormat
 
-      Common for legacy APIs, metadata standards.
+        predicate: EXACT_SYNONYM
 
-      '
-    annotations:
-      media_type: application/xml
-    broad_mappings:
-    - skos:Concept
-  CsvFormat:
-    is_a: DataFormatType
-    class_uri: hc:CsvFormat
-    description: 'Comma-Separated Values (CSV) format.
+        in_language: de
 
-      Media type: text/csv
+      - literal_form: FormatJson
 
-      Common for tabular data exports.
+        predicate: EXACT_SYNONYM
 
-      '
-    annotations:
-      media_type: text/csv
-    broad_mappings:
-    - skos:Concept
-  RdfXmlFormat:
-    is_a: DataFormatType
-    class_uri: hc:RdfXmlFormat
-    description: 'RDF/XML serialization format.
+        in_language: fr
 
-      Media type: application/rdf+xml
+      - literal_form: FormatoJson
 
-      W3C standard for RDF serialization.
+        predicate: EXACT_SYNONYM
 
-      '
-    annotations:
-      media_type: application/rdf+xml
-    broad_mappings:
-    - skos:Concept
-  TurtleFormat:
-    is_a: DataFormatType
-    class_uri: hc:TurtleFormat
-    description: 'Turtle (Terse RDF Triple Language) format.
+        in_language: es
 
-      Media type: text/turtle
+      - literal_form: تنسيق جسون
 
-      Human-readable RDF serialization.
+        predicate: EXACT_SYNONYM
 
-      '
-    annotations:
-      media_type: text/turtle
-    broad_mappings:
-    - skos:Concept
-  JsonLdFormat:
-    is_a: DataFormatType
-    class_uri: hc:JsonLdFormat
-    description: 'JSON for Linked Data (JSON-LD) format.
+        in_language: ar
 
-      Media type: application/ld+json
+      - literal_form: FormatJson
 
-      JSON-based linked data serialization.
+        predicate: EXACT_SYNONYM
 
-      '
-    annotations:
-      media_type: application/ld+json
-    broad_mappings:
-    - skos:Concept
-  NTriplesFormat:
-    is_a: DataFormatType
-    class_uri: hc:NTriplesFormat
-    description: 'N-Triples format for RDF.
+        in_language: id
 
-      Media type: application/n-triples
+      - literal_form: JSON格式
 
-      Line-based RDF serialization.
+        predicate: EXACT_SYNONYM
 
-      '
-    annotations:
-      media_type: application/n-triples
-    broad_mappings:
-    - skos:Concept
-  SensorMlFormat:
-    is_a: DataFormatType
-    class_uri: hc:SensorMlFormat
-    description: 'Sensor Model Language (SensorML) format.
+        in_language: zh
 
-      OGC standard for sensor metadata and processes.
+      - literal_form: Opmaaktaalformaat voor het coderen van gestructureerde documenten met aanpasbare tags.
 
-      '
-    annotations:
-      media_type: application/xml
-      standard: OGC SensorML
-    broad_mappings:
-    - skos:Concept
-  MqttPayloadFormat:
-    is_a: DataFormatType
-    class_uri: hc:MqttPayloadFormat
-    description: 'MQTT message payload format.
+        predicate: EXACT_SYNONYM
 
-      Used for IoT device communication.
+        in_language: nl
 
-      Actual payload typically JSON or binary.
+      - literal_form: Auszeichnungssprachenformat zur Kodierung strukturierter Dokumente mit anpassbaren Tags.
 
-      '
-    annotations:
-      protocol: MQTT
-    broad_mappings:
-    - skos:Concept
-  EadFormat:
-    is_a: DataFormatType
-    class_uri: hc:EadFormat
-    description: 'Encoded Archival Description (EAD) format.
+        predicate: EXACT_SYNONYM
 
-      Media type: application/xml
+        in_language: de
 
-      Standard for archival finding aids.
+      - literal_form: Format de langage de balisage pour encoder des documents structurés avec des balises personnalisables.
 
-      '
-    annotations:
-      media_type: application/xml
-      standard: EAD3
-    broad_mappings:
-    - skos:Concept
-  MarcXmlFormat:
-    is_a: DataFormatType
-    class_uri: hc:MarcXmlFormat
-    description: 'MARC 21 XML format.
+        predicate: EXACT_SYNONYM
 
-      Media type: application/marcxml+xml
+        in_language: fr
 
-      Library bibliographic record format.
+      - literal_form: Formato de lenguaje de marcado para codificar documentos estructurados con etiquetas personalizables.
 
-      '
-    annotations:
-      media_type: application/marcxml+xml
-      standard: MARC21
-    broad_mappings:
-    - skos:Concept
-  MetsFormat:
-    is_a: DataFormatType
-    class_uri: hc:MetsFormat
-    description: 'Metadata Encoding and Transmission Standard (METS).
+        predicate: EXACT_SYNONYM
 
-      Media type: application/xml
+        in_language: es
 
-      Digital library object packaging.
+      - literal_form: تنسيق لغة ترميز لترميز المستندات المنظمة باستخدام علامات قابلة للتخصيص.
 
-      '
-    annotations:
-      media_type: application/xml
-      standard: METS
-    broad_mappings:
-    - skos:Concept
-  LidoFormat:
-    is_a: DataFormatType
-    class_uri: hc:LidoFormat
-    description: 'Lightweight Information Describing Objects (LIDO).
+        predicate: EXACT_SYNONYM
 
-      Media type: application/xml
+        in_language: ar
 
-      Museum object description harvesting.
+      - literal_form: Format bahasa markup untuk mengkodekan dokumen terstruktur menggunakan tag yang dapat disesuaikan.
 
-      '
-    annotations:
-      media_type: application/xml
-      standard: LIDO
-    broad_mappings:
-    - skos:Concept
-  DublinCoreFormat:
-    is_a: DataFormatType
-    class_uri: hc:DublinCoreFormat
-    description: 'Dublin Core metadata format (DC or qualified DC).
+        predicate: EXACT_SYNONYM
 
-      Media type: application/xml
+        in_language: id
 
-      General-purpose metadata standard.
+      - literal_form: 使用可自定义标签编码结构化文档的标记语言格式。
 
-      '
-    annotations:
-      media_type: application/xml
-      standard: Dublin Core
-    broad_mappings:
-    - skos:Concept
-  PdfFormat:
-    is_a: DataFormatType
-    class_uri: hc:PdfFormat
-    description: 'Portable Document Format (PDF).
+        predicate: EXACT_SYNONYM
 
-      Media type: application/pdf
+        in_language: zh
 
-      Document distribution and archival.
+      - literal_form: XmlFormaat
 
-      '
-    annotations:
-      media_type: application/pdf
-    broad_mappings:
-    - skos:Concept
-  HtmlFormat:
-    is_a: DataFormatType
-    class_uri: hc:HtmlFormat
-    description: 'HyperText Markup Language (HTML).
+        predicate: EXACT_SYNONYM
 
-      Media type: text/html
+        in_language: nl
 
-      Web page content.
+      - literal_form: XmlFormat
 
-      '
-    annotations:
-      media_type: text/html
-    broad_mappings:
-    - skos:Concept
-  PlainTextFormat:
-    is_a: DataFormatType
-    class_uri: hc:PlainTextFormat
-    description: 'Plain text format.
+        predicate: EXACT_SYNONYM
 
-      Media type: text/plain
+        in_language: de
 
-      Unformatted text content.
+      - literal_form: FormatXml
 
-      '
-    annotations:
-      media_type: text/plain
-    broad_mappings:
-    - skos:Concept
-  BinaryFormat:
-    is_a: DataFormatType
-    class_uri: hc:BinaryFormat
-    description: 'Generic binary data format.
+        predicate: EXACT_SYNONYM
 
-      Media type: application/octet-stream
+        in_language: fr
 
-      Raw binary data streams.
+      - literal_form: FormatoXml
 
-      '
-    annotations:
-      media_type: application/octet-stream
-    broad_mappings:
-    - skos:Concept
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق إكس إم إل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatXml
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: XML格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Tabelgegevensformaat dat komma-scheidingstekens gebruikt om veldwaarden in platte tekst te scheiden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Tabellendatenformat, das Komma-Trennzeichen verwendet, um Feldwerte in Klartext zu trennen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format de données tabulaires utilisant des virgules comme délimiteurs pour séparer les valeurs de champs en texte brut.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de datos tabulares que usa delimitadores de coma para separar valores de campos en texto plano.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق بيانات جدولي يستخدم فواصل فاصلة لفصل قيم الحقول في نص عادي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format data tabular yang menggunakan pembatas koma untuk memisahkan nilai bidang dalam teks biasa.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 使用逗号分隔符在纯文本中分隔字段值的表格数据格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: CsvFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: CsvFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatCsv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoCsv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق سي إس في
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatCsv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: CSV格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: W3C-standaard serialisatieformaat voor RDF-grafen met XML-syntaxis.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: W3C-Standard-Serialisierungsformat für RDF-Graphen unter Verwendung der XML-Syntax.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format de sérialisation standard W3C pour les graphes RDF utilisant la syntaxe XML.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de serialización estándar W3C para grafos RDF usando sintaxis XML.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق تسلسل قياسي W3C لرسوم RDF باستخدام بناء جملة XML.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format serialisasi standar W3C untuk graf RDF menggunakan sintaks XML.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 使用XML语法的RDF图W3C标准序列化格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: RdfXmlFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: RdfXmlFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatRdfXml
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoRdfXml
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق RDF/XML
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatRdfXml
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: RDF/XML格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Compact menselijk leesbare RDF-serialisatie met afgekorte triplesyntaxis.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kompakte menschenlesbare RDF-Serialisierung mit abgekürzter Triple-Syntax.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Sérialisation RDF compacte et lisible par l'homme utilisant une syntaxe de triple abrégée.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Serialización RDF compacta y legible por humanos usando sintaxis de triples abreviada.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تسلسل RDF مضغوط ومقروء بشريًا باستخدام بناء جملة ثلاثي مختصر.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Serialisasi RDF yang ringkas dan dapat dibaca manusia menggunakan sintaks tigaan yang disingkat.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 使用缩写三元语法的紧凑人类可读RDF序列化格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: TurtleFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: TurtleFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatTurtle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoTurtle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق تيرتل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatTurtle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: Turtle格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Op JSON gebaseerd serialisatieformaat voor het uitdrukken van gekoppelde gegevens met context.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: JSON-basiertes Serialisierungsformat zum Ausdrücken von Linked Data mit Kontext.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format de sérialisation basé sur JSON pour exprimer les données liées avec contexte.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de serialización basado en JSON para expresar datos vinculados con contexto.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق تسلسل قائم على JSON للتعبير عن البيانات المرتبطة مع السياق.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format serialisasi berbasis JSON untuk mengekspresikan data tertaut dengan konteks.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于表达带有上下文的链接数据的基于JSON的序列化格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: JsonLdFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: JsonLdFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatJsonLd
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoJsonLd
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق JSON-LD
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatJsonLd
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: JSON-LD格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Regelgebaseerd RDF-serialisatieformaat met één triple per regel.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Zeilenbasiertes RDF-Serialisierungsformat mit einem Triple pro Zeile.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format de sérialisation RDF ligne par ligne avec un triple par ligne.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de serialización RDF basado en líneas con un triple por línea.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق تسلسل RDF قائم على الأسطر مع ثلاثي واحد لكل سطر.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format serialisasi RDF berbasis baris dengan satu tigaan per baris.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 每行一个三元组的基于行的RDF序列化格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: NTriplesFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: NTriplesFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatNTriples
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoNTriples
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق N-Triples
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatNTriples
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: N-Triples格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OGC-standaardformaat voor het beschrijven van sensormetadata en observatieprocessen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: OGC-Standardformat zur Beschreibung von Sensormetadaten und Beobachtungsprozessen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format standard OGC pour décrire les métadonnées de capteurs et les processus d'observation.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato estándar OGC para describir metadatos de sensores y procesos de observación.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق قياسي OGC لوصف بيانات تعريف المستشعر وعمليات الرصد.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format standar OGC untuk menggambarkan metadata sensor dan proses observasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于描述传感器元数据和观测过程的OGC标准格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: SensorMlFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: SensorMlFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatSensorML
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoSensorML
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق SensorML
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatSensorML
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: SensorML格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Berichtpayloadformaat voor IoT-apparaatcommunicatie met behulp van het MQTT-protocol.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Nachrichtennutzlastformat für IoT-Gerätekommunikation unter Verwendung des MQTT-Protokolls.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format de charge utile de message pour la communication d'appareils IoT utilisant le protocole MQTT.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de carga útil de mensajes para comunicación de dispositivos IoT usando protocolo MQTT.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق حمولة الرسائل لاتصال أجهزة إنترنت الأشياء باستخدام بروتوكول MQTT.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format muatan pesan untuk komunikasi perangkat IoT menggunakan protokol MQTT.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 使用MQTT协议进行IoT设备通信的消息负载格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MqttPayloadFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: MqttPayloadFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatPayloadMqtt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoPayloadMqtt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق حمولة MQTT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatPayloadMqtt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: MQTT负载格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Archiefstandaardformaat voor het coderen van inventarissen en collectiegidsen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Archivstandardformat zur Kodierung von Findbüchern und Sammlungsführern.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format standard d'archives pour encoder les instruments de recherche et les guides de collection.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato estándar archivístico para codificar guías de búsqueda y guías de colecciones.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق قياسي أرشيفي لترميز أدلة البحث وأدلة المجموعات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format standar arsip untuk mengkodekan panduan pencarian dan panduan koleksi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于编码检索工具和馆藏指南的档案标准格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: EadFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: EadFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatEAD
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoEAD
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق EAD
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatEAD
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: EAD格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Bibliotheek bibliografisch recordformaat dat MARC-gegevens codeert in XML-syntaxis.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bibliografisches Datensatzformat, das MARC-Daten in XML-Syntax kodiert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format d'enregistrement bibliographique de bibliothèque encodant les données MARC en syntaxe XML.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de registro bibliográfico de biblioteca que codifica datos MARC en sintaxis XML.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق سجل ببليوغرافي لمكتبة يقوم بترميز بيانات MARC في بناء جملة XML.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format rekaman bibliografi perpustakaan yang mengkodekan data MARC dalam sintaks XML.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 以XML语法编码MARC数据的图书馆书目记录格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MarcXmlFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: MarcXmlFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatMarcXml
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoMarcXml
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق MARCXML
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatMarcXml
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: MARCXML格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Digitale bibliotheekstandaard voor het verpakken en verzenden van digitale objecten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Digitale Bibliotheksstandard für das Verpacken und Übertragen digitaler Objekte.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Norme de bibliothèque numérique pour l'emballage et la transmission d'objets numériques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Estándar de biblioteca digital para empaquetar y transmitir objetos digitales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معيار مكتبة رقمية لتعبئة ونقل الكائنات الرقمية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Standar perpustakaan digital untuk mengemas dan mentransmisikan objek digital.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于打包和传输数字对象的数字图书馆标准格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MetsFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: MetsFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatMETS
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoMETS
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق METS
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatMETS
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: METS格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Museumgegevensoogstformaat voor het beschrijven van cultureel erfgoedobjecten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Museumsdaten-Harvesting-Format zur Beschreibung von Kulturgütern.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format de collecte de données muséales pour décrire les objets du patrimoine culturel.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de cosecha de datos museísticos para describir objetos del patrimonio cultural.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق حصاد بيانات المتاحف لوصف أشياء التراث الثقافي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format pemanenan data museum untuk menggambarkan objek warisan budaya.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于描述文化遗产物品的博物馆数据采集格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LidoFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: LidoFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatLIDO
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoLIDO
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق LIDO
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatLIDO
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: LIDO格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Algemeen metadatanstandaard voor het beschrijven van bronnen uit verschillende domeinen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Allzweck-Metadatenstandard zur Beschreibung domänenübergreifender Ressourcen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Norme de métadonnées polyvalente pour décrire des ressources interdomaines.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Estándar de metadatos de propósito general para describir recursos interdominio.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معيار بيانات وصفية للأغراض العامة لوصف الموارد عبر المجالات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Standar metadata serbaguna untuk menggambarkan sumber daya lintas domain.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于描述跨领域资源的通用元数据标准格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DublinCoreFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: DublinCoreFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatDublinCore
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoDublinCore
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق دبلن كور
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatDublinCore
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 都柏林核心格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Vaste lay-out documentformaat dat de visuele weergave op alle platforms behoudt.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Festes Layout-Dokumentformat, das das visuelle Erscheinungsbild plattformübergreifend bewahrt.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format de document à mise en page fixe préservant l'apparence visuelle sur toutes les plateformes.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de documento de diseño fijo que preserva la apariencia visual en todas las plataformas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق مستند ذو تخطيط ثابت يحافظ على المظهر المرئي عبر المنصات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format dokumen tata letak tetap yang mempertahankan tampilan visual di semua platform.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 在所有平台上保留视觉外观的固定布局文档格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PdfFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: PdfFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatPdf
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoPdf
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق PDF
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatPdf
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: PDF格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Opmaaktaalformaat voor het structureren en presenteren van webpagina-inhoud.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Auszeichnungssprachenformat zur Strukturierung und Präsentation von Webseiteninhalten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format de langage de balisage pour structurer et présenter le contenu des pages web.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de lenguaje de marcado para estructurar y presentar contenido de páginas web.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق لغة ترميز لهيكلة وتقديم محتوى صفحة الويب.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format bahasa markup untuk menyusun dan menyajikan konten halaman web.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于构建和呈现网页内容的标记语言格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: HtmlFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: HtmlFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatHtml
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoHtml
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق HTML
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatHtml
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: HTML格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Ongestructureerd tekstformaat dat alleen tekengegevens zonder opmaak bevat.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Unformatiertes Textformat, das nur Zeichendaten ohne Styling enthält.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format de texte non formaté contenant uniquement des données de caractères sans style.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de texto sin formato que contiene solo datos de caracteres sin estilo.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق نص عادي يحتوي فقط على بيانات الأحرف بدون تنسيق.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format teks biasa yang hanya berisi data karakter tanpa gaya.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 仅包含无样式字符数据的纯文本格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PlatteTekstFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: PlaintextFormat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatTexteBrut
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoTextoPlano
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق نص عادي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatTeksBiasa
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 纯文本格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Onbewerkt bytesequentieformaat voor willekeurige binaire gegevensstromen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Rohes Bytesequenzformat für beliebige binäre Datenströme.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Format de séquence d'octets brut pour flux de données binaires arbitraires.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Formato de secuencia de bytes sin procesar para flujos de datos binarios arbitrarios.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق تسلسل بايت خام لتدفقات البيانات الثنائية العشوائية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Format urutan byte mentah untuk aliran data biner arbitrer.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于任意二进制数据流的原始字节序列格式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: BinairFormaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Binärformat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: FormatBinaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: FormatoBinario
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق ثنائي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: FormatBiner
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 二进制格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DataServiceEndpointTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DataServiceEndpointTypes.yaml
index cd8a35d4ba..2f319d6596 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DataServiceEndpointTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DataServiceEndpointTypes.yaml
@@ -22,6 +22,42 @@ classes:
     is_a: DataServiceEndpointType
     class_uri: hc:SRUEndpoint
     description: Search/Retrieve via URL service interface classification.
+    alt_descriptions:
+      nl: Service-interface voor zoeken/ophalen via URL-classificatie.
+      de: Search/Retrieve via URL Service-Interface-Klassifikation.
+      fr: Classification d'interface de service de recherche/récupération via URL.
+      es: Clasificación de interfaz de servicio de búsqueda/recuperación vía URL.
+      ar: تصنيف واجهة خدمة البحث/الاسترجاع عبر عنوان الويب.
+      id: Klasifikasi antarmuka layanan pencarian/pengambilan melalui URL.
+      zh: 通过URL进行搜索/检索的服务接口分类。
+    structured_aliases:
+    - literal_form: SRU-eindpunt
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: SRU-Endpunkt
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: point de terminaison SRU
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: punto final SRU
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نقطة نهاية SRU
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: titik akhir SRU
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: SRU端点
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - SRU
+    - search retrieve
+    - library protocol
+    - CQL
+    - federated search
     slot_usage:
       has_specification:
         ifabsent: uri(http://www.loc.gov/standards/sru/)
@@ -41,10 +77,47 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   OpenSearch:
     is_a: DataServiceEndpointType
     class_uri: hc:OpenSearch
     description: Federated search-description and result-discovery interface classification.
+    alt_descriptions:
+      nl: Federatieve zoekbeschrijving- en resultaat-ontdekking interface-classificatie.
+      de: Föderierte Suchbeschreibungs- und Ergebnisentdeckungs-Schnittstellenklassifikation.
+      fr: Classification d'interface de description de recherche fédérée et de découverte de résultats.
+      es: Clasificación de interfaz de descripción de búsqueda federada y descubrimiento de resultados.
+      ar: تصنيف واجهة وصف البحث الموحد واكتشاف النتائج.
+      id: Klasifikasi antarmuka deskripsi pencarian terfederasi dan penemuan hasil.
+      zh: 联合搜索描述和结果发现接口分类。
+    structured_aliases:
+    - literal_form: OpenSearch-eindpunt
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: OpenSearch-Endpunkt
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: point de terminaison OpenSearch
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: punto final OpenSearch
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نقطة نهاية البحث المفتوح
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: titik akhir OpenSearch
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 开放搜索端点
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - OpenSearch
+    - federated search
+    - RSS
+    - Atom
+    - browser integration
     slot_usage:
       has_specification:
         ifabsent: uri(https://opensearch.org/)
@@ -62,10 +135,47 @@ classes:
     - has_score
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   IIIFImageAPI:
     is_a: DataServiceEndpointType
     class_uri: hc:IIIFImageAPI
     description: IIIF image-delivery interface classification for parameterized image access.
+    alt_descriptions:
+      nl: IIIF-beeldleveringsinterface-classificatie voor geparametriseerde beeldtoegang.
+      de: IIIF-Bildlieferungs-Schnittstellenklassifikation für parametrisierten Bildzugriff.
+      fr: Classification d'interface de livraison d'images IIIF pour l'accès paramétré aux images.
+      es: Clasificación de interfaz de entrega de imágenes IIIF para acceso parametrizado a imágenes.
+      ar: تصنيف واجهة تسليم صور IIIF للوصول المُعلم للصور.
+      id: Klasifikasi antarmuka pengiriman gambar IIIF untuk akses gambar terparameter.
+      zh: 用于参数化图像访问的IIIF图像交付接口分类。
+    structured_aliases:
+    - literal_form: IIIF-beeld-API
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: IIIF-Bild-API
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: API d'image IIIF
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: API de imagen IIIF
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: واجهة برمجة صور IIIF
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: API gambar IIIF
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: IIIF图像API
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - IIIF
+    - image API
+    - image delivery
+    - interoperability
+    - deep zoom
     slot_usage:
       has_specification:
         ifabsent: uri(https://iiif.io/api/image/)
@@ -85,10 +195,47 @@ classes:
     - has_score
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   IIIFPresentationAPI:
     is_a: DataServiceEndpointType
     class_uri: hc:IIIFPresentationAPI
     description: IIIF manifest and structure-description interface classification.
+    alt_descriptions:
+      nl: IIIF-manifest en structuur-beschrijving interface-classificatie.
+      de: IIIF-Manifest- und Strukturbeschreibungs-Schnittstellenklassifikation.
+      fr: Classification d'interface de manifeste IIIF et de description de structure.
+      es: Clasificación de interfaz de manifiesto IIIF y descripción de estructura.
+      ar: تصنيف واجهة بيان IIIF ووصف الهيكل.
+      id: Klasifikasi antarmuka manifes IIIF dan deskripsi struktur.
+      zh: IIIF清单和结构描述接口分类。
+    structured_aliases:
+    - literal_form: IIIF-presentatie-API
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: IIIF-Präsentations-API
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: API de présentation IIIF
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: API de presentación IIIF
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: واجهة برمجة عرض IIIF
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: API presentasi IIIF
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: IIIF呈现API
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - IIIF
+    - presentation API
+    - manifest
+    - digital object
+    - viewer
     slot_usage:
       has_specification:
         ifabsent: uri(https://iiif.io/api/presentation/)
@@ -104,10 +251,47 @@ classes:
     - has_score
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   SPARQLEndpoint:
     is_a: DataServiceEndpointType
     class_uri: hc:SPARQLEndpoint
     description: SPARQL query-service interface classification for RDF graph access.
+    alt_descriptions:
+      nl: SPARQL-query-service interface-classificatie voor RDF-graaf toegang.
+      de: SPARQL-Abfragedienst-Schnittstellenklassifikation für RDF-Graph-Zugriff.
+      fr: Classification d'interface de service de requête SPARQL pour l'accès aux graphes RDF.
+      es: Clasificación de interfaz de servicio de consulta SPARQL para acceso a grafos RDF.
+      ar: تصنيف واجهة خدمة استعلام SPARQL للوصول إلى الرسوم البيانية RDF.
+      id: Klasifikasi antarmuka layanan kueri SPARQL untuk akses graf RDF.
+      zh: 用于RDF图访问的SPARQL查询服务接口分类。
+    structured_aliases:
+    - literal_form: SPARQL-eindpunt
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: SPARQL-Endpunkt
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: point de terminaison SPARQL
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: punto final SPARQL
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نقطة نهاية SPARQL
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: titik akhir SPARQL
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: SPARQL端点
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - SPARQL
+    - query service
+    - RDF
+    - linked data
+    - knowledge graph
     slot_usage:
       has_specification:
         ifabsent: uri(https://www.w3.org/TR/sparql11-protocol/)
@@ -128,10 +312,47 @@ classes:
     - has_score
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   GraphQLEndpoint:
     is_a: DataServiceEndpointType
     class_uri: hc:GraphQLEndpoint
     description: Graph query-language service interface classification.
+    alt_descriptions:
+      nl: Grafische query-taal service-interface-classificatie.
+      de: Graph-Abfragesprachen-Service-Interface-Klassifikation.
+      fr: Classification d'interface de service de langage de requête de graphe.
+      es: Clasificación de interfaz de servicio de lenguaje de consulta de grafos.
+      ar: تصنيف واجهة خدمة لغة استعلام الرسوم البيانية.
+      id: Klasifikasi antarmuka layanan bahasa kueri graf.
+      zh: 图查询语言服务接口分类。
+    structured_aliases:
+    - literal_form: GraphQL-eindpunt
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: GraphQL-Endpunkt
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: point de terminaison GraphQL
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: punto final GraphQL
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نقطة نهاية GraphQL
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: titik akhir GraphQL
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: GraphQL端点
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - GraphQL
+    - graph query
+    - API
+    - flexible query
+    - introspection
     slot_usage:
       has_specification:
         ifabsent: uri(https://graphql.org/)
@@ -147,10 +368,47 @@ classes:
     - has_score
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   AtomFeed:
     is_a: DataServiceEndpointType
     class_uri: hc:AtomFeed
     description: Atom syndication-feed service interface classification.
+    alt_descriptions:
+      nl: Atom-syndicatie-feed service-interface-classificatie.
+      de: Atom-Syndication-Feed-Service-Interface-Klassifikation.
+      fr: Classification d'interface de service de flux de syndication Atom.
+      es: Clasificación de interfaz de servicio de fuente de sindicación Atom.
+      ar: تصنيف واجهة خدمة خلاصة توزيع آtom.
+      id: Klasifikasi antarmuka layanan umpan sindikasi Atom.
+      zh: Atom聚合源服务接口分类。
+    structured_aliases:
+    - literal_form: Atom-feed
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Atom-Feed
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: flux Atom
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: fuente Atom
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: خلاصة آtom
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: umpan Atom
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: Atom源
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - Atom
+    - syndication
+    - feed
+    - content distribution
+    - updates
     slot_usage:
       has_specification:
         ifabsent: uri(https://www.rfc-editor.org/rfc/rfc4287)
@@ -166,10 +424,47 @@ classes:
     - has_score
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   RSSFeed:
     is_a: DataServiceEndpointType
     class_uri: hc:RSSFeed
     description: RSS syndication-feed service interface classification.
+    alt_descriptions:
+      nl: RSS-syndicatie-feed service-interface-classificatie.
+      de: RSS-Syndication-Feed-Service-Interface-Klassifikation.
+      fr: Classification d'interface de service de flux de syndication RSS.
+      es: Clasificación de interfaz de servicio de fuente de sindicación RSS.
+      ar: تصنيف واجهة خدمة خلاصة توزيع RSS.
+      id: Klasifikasi antarmuka layanan umpan sindikasi RSS.
+      zh: RSS聚合源服务接口分类。
+    structured_aliases:
+    - literal_form: RSS-feed
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: RSS-Feed
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: flux RSS
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: fuente RSS
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: خلاصة RSS
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: umpan RSS
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: RSS源
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - RSS
+    - syndication
+    - feed
+    - news
+    - content distribution
     slot_usage:
       has_format:
         ifabsent: string(application/rss+xml)
@@ -178,8 +473,10 @@ classes:
     comments:
     - Legacy syndication format - still widely supported
     - Simpler than Atom but less extensible
-    - 'Preserved from prior description: Classification for RSS feed endpoints. **Protocol**: RSS (Really Simple Syndication) **Purpose**: Content syndication **Versions**: RSS 2.0 most common **Heritage Sector Usage**: RSS feeds used for: - News and announcements - Event listings - Exhibition updates - Blog syndication'
+    - 'Preserved from prior description: Classification for RSS feed endpoints. **Protocol**: RSS (Really Simple Syndication) **Purpose**: Content syndication **Versions**: RSS 2.0 most common **Heritage Sector Usage**: RSS feeds used for: - News and announcements - Event listings - Exhibition updates     - Blog syndication'
     slots:
     - has_score
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
+
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DepartmentalArchivesRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DepartmentalArchivesRecordSetType.yaml
index 3b1cfb5e37..94bd0cadac 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DepartmentalArchivesRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DepartmentalArchivesRecordSetType.yaml
@@ -37,6 +37,7 @@ classes:
     broad_mappings:
     - skos:Concept
     - rico:RecordSetType
+    - crm:E55_Type
     related_mappings:
     - wd:Q2860456
     slot_usage:
@@ -44,6 +45,11 @@ classes:
         equals_string: hc:ArchiveOrganizationType
     see_also:
     - DepartmentalArchives
+    keywords:
+    - departmental archives
+    - French archives
+    - department-level governance
+    - documentary aggregation
     annotations:
       specificity_score: 0.1
       specificity_rationale: Generic utility class/slot created during migration
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DepositArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DepositArchiveRecordSetType.yaml
index da185804fe..1775b73c32 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DepositArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DepositArchiveRecordSetType.yaml
@@ -33,6 +33,11 @@ classes:
     - {literal_form: نوع مجموعة سجلات أرشيف وسيط, in_language: ar}
     - {literal_form: jenis set catatan arsip deposito, in_language: id}
     - {literal_form: 中间档案记录集类型, in_language: zh}
+    keywords:
+    - intermediate custody
+    - retention management
+    - documentary aggregation
+    - disposition decision
     broad_mappings:
     - skos:Concept
     - rico:RecordSetType
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DetectionLevelTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DetectionLevelTypes.yaml
index c8fe6be33b..22fb2a1c76 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DetectionLevelTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DetectionLevelTypes.yaml
@@ -15,113 +15,399 @@ classes:
   HighDetectionLevel:
     is_a: DetectionLevelType
     class_uri: hc:HighDetectionLevel
-    description: 'Confidence-tier classification for extraction reliability and review workflow.'
-    slot_usage:
-      has_code:
-        equals_string: HIGH
-      has_label:
-#         range: string
-        equals_string: High Confidence
-    annotations:
-      confidence_range: 0.9-1.0
-      review_required: 'false'
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    examples:
-    - value:
-        has_code: HIGH
-        has_label: High Confidence
-        has_description: Suitable for production display
-    broad_mappings:
-    - skos:Concept
-    comments:
-    - 'Preserved from prior description: High confidence detection level (0.9+ confidence). **Use Case**: Production display, public-facing content. High confidence detections have been verified to high accuracy standards and are suitable for automated display without human review.'
-  MediumDetectionLevel:
-    is_a: DetectionLevelType
-    class_uri: hc:MediumDetectionLevel
-    description: 'Confidence-tier classification for extraction reliability and review workflow.'
-    slot_usage:
-      has_code:
-        equals_string: MEDIUM
-      has_label:
-#         range: string
-        equals_string: Medium Confidence
-    annotations:
-      confidence_range: 0.7-0.9
-      review_required: recommended
-    examples:
-    - value:
-        has_code: MEDIUM
-        has_label: Medium Confidence
-        has_description: Review recommended before production use
-    broad_mappings:
-    - skos:Concept
-    comments:
-    - 'Preserved from prior description: Medium confidence detection level (0.7-0.9 confidence). **Use Case**: General use, review queue. Medium confidence detections may need spot-checking but are generally reliable for most applications.'
-  LowDetectionLevel:
-    is_a: DetectionLevelType
-    class_uri: hc:LowDetectionLevel
-    description: 'Confidence-tier classification for extraction reliability and review workflow.'
-    slot_usage:
-      has_code:
-        equals_string: LOW
-      has_label:
-#         range: string
-        equals_string: Low Confidence
-    annotations:
-      confidence_range: 0.5-0.7
-      review_required: required
-    examples:
-    - value:
-        has_code: LOW
-        has_label: Low Confidence
-        has_description: Requires human review before use
-    broad_mappings:
-    - skos:Concept
-    comments:
-    - 'Preserved from prior description: Low confidence detection level (0.5-0.7 confidence). **Use Case**: Research, exhaustive analysis, recall-focused. Low confidence detections prioritize recall over precision. Suitable for research workflows where missing items is more costly than including false positives.'
-  UncertainDetectionLevel:
-    is_a: DetectionLevelType
-    class_uri: hc:UncertainDetectionLevel
-    description: 'Confidence-tier classification for extraction reliability and review workflow.'
-    slot_usage:
-      has_code:
-        equals_string: UNCERTAIN
-      has_label:
-#         range: string
-        equals_string: Uncertain
-    annotations:
-      confidence_range: 0.0-0.5
-      review_required: mandatory
-    examples:
-    - value:
-        has_code: UNCERTAIN
-        has_label: Uncertain
-        has_description: Manual verification required
-    broad_mappings:
-    - skos:Concept
-    comments:
-    - 'Preserved from prior description: Uncertain detection level (< 0.5 confidence). **Use Case**: Flagged items, manual review queue. Uncertain detections should not be used without human verification. These are typically included in raw output for completeness but require manual curation before any production use.'
-  VerifiedDetectionLevel:
-    is_a: DetectionLevelType
-    class_uri: hc:VerifiedDetectionLevel
-    description: 'Confidence-tier classification for extraction reliability and review workflow.'
-    slot_usage:
-      has_code:
-        equals_string: VERIFIED
-      has_label:
-#         range: string
-        equals_string: Human Verified
-    annotations:
-      confidence_range: '1.0'
-      review_required: completed
-    examples:
-    - value:
-        has_code: VERIFIED
-        has_label: Human Verified
-        has_description: Manually confirmed by curator
-    broad_mappings:
-    - skos:Concept
-    comments:
-    - 'Preserved from prior description: Verified detection level (human confirmed). **Use Case**: Human-verified detections, ground truth. Verified detections have been manually confirmed by a human reviewer. These override automated confidence scores and serve as ground truth.'
+    description: >-
+      Confidence tier indicating extraction results suitable for production use without manual review.
+    alt_descriptions:
+      nl: >-
+        Vertrouwenstier die extractieresultaten aangeeft die geschikt zijn voor productiegebruik zonder handmatige beoordeling.
+      de: >-
+        Konfidenzstufe, die Extraktionsergebnisse anzeigt, die für den Produktionseinsatz ohne manuelle Überprüfung geeignet sind.
+      fr: >-
+        Niveau de confiance indiquant des résultats d'extraction adaptés à l'utilisation en production sans révision manuelle.
+      es: >-
+        Nivel de confianza que indica resultados de extracción adecuados para uso en producción sin revisión manual.
+      ar: >-
+        مستوى الثقة الذي يشير إلى نتائج الاستخراج المناسبة للاستخدام في الإنتاج دون مراجعة يدوية.
+      id: >-
+        Tingkat kepercayaan yang menunjukkan hasil ekstraksi yang cocok untuk penggunaan produksi tanpa tinjauan manual.
+      zh: >-
+        表示适合在生产中使用而无需人工审核的提取结果的置信度级别。
+    structured_aliases:
+
+      - literal_form: HoogDetectieniveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: HohesErkennungsniveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NiveauDétectionÉlevé
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NivelDetecciónAlto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مستوى اكتشاف عالي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: TingkatDeteksiTinggi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 高检测级别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: GemiddeldDetectieniveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: MittleresErkennungsniveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NiveauDétectionMoyen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NivelDetecciónMedio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مستوى اكتشاف متوسط
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: TingkatDeteksiSedang
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 中等检测级别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LaagDetectieniveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: NiedrigesErkennungsniveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NiveauDétectionFaible
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NivelDetecciónBajo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مستوى اكتشاف منخفض
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: TingkatDeteksiRendah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 低检测级别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OnzekerDetectieniveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: UnsicheresErkennungsniveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NiveauDétectionIncertain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NivelDetecciónIncierto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مستوى اكتشاف غير مؤكد
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: TingkatDeteksiTidakPasti
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 不确定检测级别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: GeverifieerdDetectieniveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: VerifiziertesErkennungsniveau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NiveauDétectionVérifié
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NivelDetecciónVerificado
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مستوى اكتشاف موثق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: TingkatDeteksiTerverifikasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 已验证检测级别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DeviceType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DeviceType.yaml
index 990c44d735..8fb2828bd0 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DeviceType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DeviceType.yaml
@@ -33,37 +33,141 @@ classes:
       zh: >-
         用于机构运营中部署的电子、机械或网络连接设备的抽象分类。
     structured_aliases:
-      nl:
-        - apparaattype
-        - toestelcategorie
-      de:
-        - Gerätetyp
-        - Apparatekategorie
-      fr:
-        - type d'appareil
-        - catégorie d'appareil
-      es:
-        - tipo de dispositivo
-        - categoría de aparato
-      ar:
-        - نوع الجهاز
-        - فئة الأداة
-      id:
-        - jenis perangkat
-        - kategori alat
-      zh:
-        - 设备类型
-        - 装置类别
-    keywords:
-      - device type
-      - hardware classification
-      - IoT device
-      - equipment category
-      - technology classification
-    broad_mappings:
-      - skos:Concept
-    close_mappings:
-      - schema:Product
-    slots:
-      - identified_by
-      - has_label
+
+      - literal_form: apparaattype
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: toestelcategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Gerätetyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Apparatekategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type d'appareil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: catégorie d'appareil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de dispositivo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: categoría de aparato
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع الجهاز
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: فئة الأداة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis perangkat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kategori alat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 设备类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 装置类别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: device type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hardware classification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: IoT device
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: equipment category
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: technology classification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Product
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DeviceTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DeviceTypes.yaml
index 61a0d45ccc..0a32a8e2ff 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DeviceTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DeviceTypes.yaml
@@ -7,6 +7,7 @@ prefixes:
   skos: http://www.w3.org/2004/02/skos/core#
   schema: http://schema.org/
   sosa: http://www.w3.org/ns/sosa/
+  crm: http://www.cidoc-crm.org/cidoc-crm/
 default_prefix: hc
 imports:
   - ./DeviceType
@@ -23,14 +24,14 @@ classes:
         Energiezuinige nabijheidszender die locatiebewuste bezoekersinteracties en
         navigatiehulp mogelijk maakt.
       de: >-
-        Energiesparender Nähe-Sender, der ortsabhängige Besucherinteraktionen und
-        Wegweisungsunterstützung ermöglicht.
+        Energiesparender Naehe-Sender, der ortsabhaengige Besucherinteraktionen und
+        Wegweisungsunterstuetzung ermoeglicht.
       fr: >-
-        Émetteur de proximité à faible consommation permettant les interactions visiteurs
-        sensibles à la localisation et l'aide à l'orientation.
+        Emetteur de proximite a faible consommation permettant les interactions visiteurs
+        sensibles a la localisation et l'aide a l'orientation.
       es: >-
         Transmisor de proximidad de bajo consumo que permite interacciones de visitantes
-        conscientes de la ubicación y asistencia de orientación.
+        conscientes de la ubicacion y asistencia de orientacion.
       ar: >-
         مرسل قرب منخفض الطاقة يمكّن تفاعلات الزوار المدركة للموقع والمساعدة في التنقل.
       id: >-
@@ -38,8 +39,38 @@ classes:
         dan bantuan navigasi.
       zh: >-
         启用位置感知访客交互和导航辅助的低能耗邻近发射器。
+    structured_aliases:
+      - literal_form: nabijheidsbaken
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Naeherungssender
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: balise de proximite
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: baliza de proximidad
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: منارة قرب
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: suar kedekatan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 邻近信标
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - beacon
+      - proximity
+      - wayfinding
+      - location awareness
+      - BLE
+      - visitor engagement
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
     close_mappings:
       - sosa:Platform
       - schema:Product
@@ -48,8 +79,53 @@ classes:
     is_a: DeviceType
     class_uri: hc:IoTSensor
     description: Sensing device for environmental or usage measurements.
+    alt_descriptions:
+      nl: >-
+        Meetinstrument voor omgevings- of gebruiksmetingen.
+      de: >-
+        Messgeraet fuer Umwelt- oder Nutzungsmessungen.
+      fr: >-
+        Dispositif de mesure pour les releves environnementaux ou d'utilisation.
+      es: >-
+        Dispositivo de medicion para mediciones ambientales o de uso.
+      ar: >-
+        جهاز استشعار للقياسات البيئية أو قياسات الاستخدام.
+      id: >-
+        Perangkat penginderaan untuk pengukuran lingkungan atau penggunaan.
+      zh: >-
+        用于环境或使用测量的感应设备。
+    structured_aliases:
+      - literal_form: omgevingssensor
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Umgebungssensor
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: capteur environnemental
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: sensor ambiental
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: مستشعر بيئي
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: sensor lingkungan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 环境传感器
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - sensor
+      - measurement
+      - environmental monitoring
+      - usage tracking
+      - IoT
+      - smart device
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
     close_mappings:
       - sosa:Sensor
       - schema:Product
@@ -58,8 +134,53 @@ classes:
     is_a: DeviceType
     class_uri: hc:IoTKiosk
     description: Interactive public terminal for discovery and service access.
+    alt_descriptions:
+      nl: >-
+        Interactieve openbare terminal voor ontsluiting en servicetoegang.
+      de: >-
+        Interaktives oeffentliches Terminal fuer Entdeckung und Servicezugang.
+      fr: >-
+        Terminal public interactif pour la decouverte et l'acces aux services.
+      es: >-
+        Terminal publico interactivo para descubrimiento y acceso a servicios.
+      ar: >-
+        محطة عامة تفاعلية للاكتشاف والوصول إلى الخدمات.
+      id: >-
+        Terminal publik interaktif untuk penemuan dan akses layanan.
+      zh: >-
+        用于发现和服务访问的交互式公共终端。
+    structured_aliases:
+      - literal_form: informatiescherm
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Informationsterminal
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: borne interactive
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: quiosco interactivo
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: كشك تفاعلي
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: kisok interaktif
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 交互式终端
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - kiosk
+      - terminal
+      - interactive
+      - public access
+      - discovery
+      - service point
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
     close_mappings:
       - schema:Product
 
@@ -67,8 +188,53 @@ classes:
     is_a: DeviceType
     class_uri: hc:IoTDisplay
     description: Networked display device for signage and interpretation.
+    alt_descriptions:
+      nl: >-
+        Netwerkgekoppeld weergaveapparaat voor bewegwijzering en interpretatie.
+      de: >-
+        Vernetztes Anzeigegeraet fuer Beschilderung und Interpretation.
+      fr: >-
+        Appareil d'affichage en reseau pour la signalisation et l'interpretation.
+      es: >-
+        Dispositivo de visualizacion en red para senalizacion e interpretacion.
+      ar: >-
+        جهاز عرض متصل بالشبكة للإرشاد والتفسير.
+      id: >-
+        Perangkat tampilan terjaring untuk penunjuk dan interpretasi.
+      zh: >-
+        用于标识和解释的联网显示设备。
+    structured_aliases:
+      - literal_form: digitaal beeldscherm
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: digitales Anzeigegeraet
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: ecran numerique
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: pantalla digital
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: شاشة رقمية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: layar digital
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 数字显示屏
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - display
+      - digital signage
+      - screen
+      - interpretation
+      - wayfinding
+      - networked device
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
     close_mappings:
       - schema:Product
 
@@ -76,8 +242,53 @@ classes:
     is_a: DeviceType
     class_uri: hc:IoTActuator
     description: Control device that performs physical actions from digital signals.
+    alt_descriptions:
+      nl: >-
+        Besturingsapparaat dat fysieke acties uitvoert op basis van digitale signalen.
+      de: >-
+        Steuerelement, das physische Aktionen aus digitalen Signalen ausfuehrt.
+      fr: >-
+        Dispositif de controle executant des actions physiques a partir de signaux numeriques.
+      es: >-
+        Dispositivo de control que ejecuta acciones fisicas a partir de senales digitales.
+      ar: >-
+        جهاز تحكم ينفذ إجراءات مادية من الإشارات الرقمية.
+      id: >-
+        Perangkat kontrol yang melakukan aksi fisik dari sinyal digital.
+      zh: >-
+        根据数字信号执行物理动作的控制设备。
+    structured_aliases:
+      - literal_form: uitvoerend element
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Stellglied
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: actionneur
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: actuador
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: محرك
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: aktuator
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 执行器
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - actuator
+      - control device
+      - physical action
+      - automation
+      - IoT
+      - smart building
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
     close_mappings:
       - sosa:Actuator
       - schema:Product
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DiarizationStatus.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DiarizationStatus.yaml
index 8fc9d8e45f..eecb65ba8c 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DiarizationStatus.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DiarizationStatus.yaml
@@ -33,33 +33,129 @@ classes:
       zh: >-
         音频分析中说话人分割和识别工作流的处理状态指示器。
     structured_aliases:
-      nl:
-        - diarisatiestatus
-        - sprekerscheidingsstatus
-      de:
-        - Diarisierungsstatus
-        - Sprechertrennungsstatus
-      fr:
-        - statut de diarisation
-        - état de segmentation
-      es:
-        - estado de diarización
-        - estado de segmentación
-      ar:
-        - حالة التفريق
-        - حالة تجزئة المتحدث
-      id:
-        - status diarisasi
-        - status segmentasi pembicara
-      zh:
-        - 说话人分离状态
-        - 语音分割状态
-    keywords:
-      - diarization status
-      - speaker segmentation
-      - audio processing
-      - speaker identification
-      - processing state
-    slots:
-      - identified_by
-      - has_label
+
+      - literal_form: diarisatiestatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: sprekerscheidingsstatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Diarisierungsstatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Sprechertrennungsstatus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: statut de diarisation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: état de segmentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: estado de diarización
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: estado de segmentación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حالة التفريق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: حالة تجزئة المتحدث
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: status diarisasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: status segmentasi pembicara
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 说话人分离状态
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 语音分割状态
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: diarization status
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: speaker segmentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: audio processing
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: speaker identification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: processing state
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalArchive.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalArchive.yaml
index a4547ed604..39e8354441 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalArchive.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalArchive.yaml
@@ -39,42 +39,171 @@ classes:
       zh: >-
         主要保管和访问操作通过数字基础设施进行的机构的组织类别。
     structured_aliases:
-      nl:
-        - digitaal archief
-        - elektronisch archief
-      de:
-        - digitales Archiv
-        - elektronisches Archiv
-      fr:
-        - archive numérique
-        - archive électronique
-      es:
-        - archivo digital
-        - archivo electrónico
-      ar:
-        - الأرشيف الرقمي
-        - الأرشيف الإلكتروني
-      id:
-        - arsip digital
-        - arsip elektronik
-      zh:
-        - 数字档案馆
-        - 电子档案馆
-    keywords:
-      - digital archive
-      - electronic archive
-      - born-digital
-      - online repository
-      - virtual archive
-    broad_mappings:
-      - skos:Concept
-      - schema:ArchiveOrganization
-    related_mappings:
-      - wd:Q1224984
-    slots:
-      - identified_by
-      - has_scope
-      - has_format
-      - has_interface
-      - hold_record_set
-      - has_score
+
+      - literal_form: digitaal archief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: elektronisch archief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: digitales Archiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: elektronisches Archiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: archive numérique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archive électronique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archivo digital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: archivo electrónico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الأرشيف الرقمي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الأرشيف الإلكتروني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: arsip digital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: arsip elektronik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 数字档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 电子档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: digital archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: electronic archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: born-digital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: online repository
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: virtual archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:ArchiveOrganization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q1224984
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_scope
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_format
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_interface
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hold_record_set
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalArchiveRecordSetType.yaml
index aa19cc589d..ded937efed 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalArchiveRecordSetType.yaml
@@ -33,27 +33,20 @@ classes:
       zh: >-
         源于或维护于数字档案环境的记录集类别的抽象分类。
     structured_aliases:
-      nl:
-        - digitaal archief recordset-type
-        - digitale collectiecategorie
-      de:
-        - digitales Archiv-Datensatztyp
-        - digitale Bestandskategorie
-      fr:
-        - type de jeu d'enregistrements d'archives numériques
-        - catégorie de collection numérique
-      es:
-        - tipo de conjunto de registros de archivo digital
-        - categoría de colección digital
-      ar:
-        - نوع مجموعة سجلات الأرشيف الرقمي
-        - فئة المجموعة الرقمية
-      id:
-        - jenis kumpulan catatan arsip digital
-        - kategori koleksi digital
-      zh:
-        - 数字档案记录集类型
-        - 数字藏品类别
+      - {literal_form: digitaal archief recordset-type, in_language: nl}
+      - {literal_form: digitale collectiecategorie, in_language: nl}
+      - {literal_form: digitales Archiv-Datensatztyp, in_language: de}
+      - {literal_form: digitale Bestandskategorie, in_language: de}
+      - {literal_form: type de jeu d'enregistrements d'archives numériques, in_language: fr}
+      - {literal_form: catégorie de collection numérique, in_language: fr}
+      - {literal_form: tipo de conjunto de registros de archivo digital, in_language: es}
+      - {literal_form: categoría de colección digital, in_language: es}
+      - {literal_form: نوع مجموعة سجلات الأرشيف الرقمي, in_language: ar}
+      - {literal_form: فئة المجموعة الرقمية, in_language: ar}
+      - {literal_form: jenis kumpulan catatan arsip digital, in_language: id}
+      - {literal_form: kategori koleksi digital, in_language: id}
+      - {literal_form: 数字档案记录集类型, in_language: zh}
+      - {literal_form: 数字藏品类别, in_language: zh}
     keywords:
       - digital archive
       - record set type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformKeyContact.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformKeyContact.yaml
index 5d2c1a8e77..645a919c53 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformKeyContact.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformKeyContact.yaml
@@ -29,37 +29,141 @@ classes:
       zh: >-
         负责与数字平台相关的运营、支持或治理沟通的指定个人。
     structured_aliases:
-      nl:
-        - sleutelcontact
-        - primair aanspreekpunt
-      de:
-        - Schlüsselkontakt
-        - Hauptansprechpartner
-      fr:
-        - contact clé
-        - interlocuteur principal
-      es:
-        - contacto clave
-        - interlocutor principal
-      ar:
-        - جهة اتصال رئيسية
-        - المسؤول الرئيسي
-      id:
-        - kontak utama
-        - penanggung jawab utama
-      zh:
-        - 关键联系人
-        - 主要联系人
-    keywords:
-      - key contact
-      - primary contact
-      - platform administrator
-      - support contact
-      - governance liaison
-    broad_mappings:
-      - schema:Person
-    close_mappings:
-      - schema:ContactPoint
-    slots:
-      - has_name
-      - has_source
+
+      - literal_form: sleutelcontact
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: primair aanspreekpunt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Schlüsselkontakt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Hauptansprechpartner
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: contact clé
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: interlocuteur principal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: contacto clave
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: interlocutor principal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جهة اتصال رئيسية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: المسؤول الرئيسي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: kontak utama
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: penanggung jawab utama
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 关键联系人
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 主要联系人
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: key contact
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: primary contact
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: platform administrator
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: support contact
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: governance liaison
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Person
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:ContactPoint
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformOrganizationProfile.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformOrganizationProfile.yaml
index 9a8d7d895a..8405ca64a0 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformOrganizationProfile.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformOrganizationProfile.yaml
@@ -34,43 +34,153 @@ classes:
       zh: >-
         捕获组织实体的机构分类、运营范围和成立情况的结构化配置文件部分。
     structured_aliases:
-      nl:
-        - organisatieprofiel
-        - institutioneel profiel
-      de:
-        - Organisationsprofil
-        - institutionsprofil
-      fr:
-        - profil organisationnel
-        - profil institutionnel
-      es:
-        - perfil organizacional
-        - perfil institucional
-      ar:
-        - الملف التنظيمي
-        - الملف المؤسسي
-      id:
-        - profil organisasi
-        - profil kelembagaan
-      zh:
-        - 组织概况
-        - 机构资料
-    keywords:
-      - organization profile
-      - institutional information
-      - founding context
-      - scope
-      - organizational type
-    broad_mappings:
-      - schema:Organization
-    close_mappings:
-      - org:FormalOrganization
-      - dcat:Resource
-    slots:
-      - founded_through
-      - has_type
-      - has_scope
-    slot_usage:
-      founded_through:
-        range: FoundingEvent
-        inlined: true
+
+      - literal_form: organisatieprofiel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: institutioneel profiel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Organisationsprofil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: institutionsprofil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: profil organisationnel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: profil institutionnel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: perfil organizacional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: perfil institucional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الملف التنظيمي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الملف المؤسسي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: profil organisasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: profil kelembagaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 组织概况
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 机构资料
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: organization profile
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: institutional information
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: founding context
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: scope
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: organizational type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: org:FormalOrganization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcat:Resource
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: founded_through
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_scope
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformType.yaml
index 3de29d5f51..22131bb9f3 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformType.yaml
@@ -41,53 +41,195 @@ classes:
       zh: >-
         基于功能能力和运营模式对数字服务环境进行分类的抽象分类概念。
     structured_aliases:
-      nl:
-        - platformtype
-        - digitaal platform categorie
-      de:
-        - Plattformtyp
-        - digitale Plattformkategorie
-      fr:
-        - type de plateforme
-        - catégorie de plateforme numérique
-      es:
-        - tipo de plataforma
-        - categoría de plataforma digital
-      ar:
-        - نوع المنصة
-        - فئة المنصة الرقمية
-      id:
-        - jenis platform
-        - kategori platform digital
-      zh:
-        - 平台类型
-        - 数字平台类别
-    keywords:
-      - digital platform type
-      - platform classification
-      - service category
-      - online environment
-      - digital infrastructure
-    close_mappings:
-    - schema:DefinedTerm
-    - dcat:Catalog
-    broad_mappings:
-    - crm:E55_Type
-    - skos:Concept
-    slots:
-    - has_example
-    - has_label
-    - has_hypernym
-    - has_type
-    - has_score
-    - has_standard
-    - has_feature
-    - related_to
 
-    notes:
-    - |
-      Preserved from prior description (commit 86b9dceb):
+      - literal_form: platformtype
 
-      Preserved from prior description (commit 86b9dceb):
+        predicate: EXACT_SYNONYM
 
-      "Abstract base class for digital platform type classifications in the heritage domain.\n\n**DEFINITION**:\n\nDigitalPlatformType represents CATEGORIES of heritage digital platforms,\nnot individual platform instances. Each subclass defines characteristics of a\nplatform category (function, scope, typical features, etc.).\n\n**CRITICAL: TYPE vs INSTANCE**\n\n| Aspect | DigitalPlatformType (This Class) | DigitalPlatform (Instance Class) |\n|--------|-------------------------------------|----------------------------------|\n| **Nature** | Classification/category | Individual platform |\n| **Examples** | DIGITAL_LIBRARY, VIRTUAL_MUSEUM | Gallica, Rijksstudio |\n| **Properties** | Category metadata, typical standards | URL, content count, operator |\n| **Cardinality** | ~70 types | Thousands of instances |\n\n**CATEGORY STRUCTURE**:\n\nPlatform types are organized into high-level categories:\n\n1. **REPOSITORY**: Platforms for storing/accessing digital content\n   - Digital Library,\
+        in_language: nl
+
+      - literal_form: digitaal platform categorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Plattformtyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: digitale Plattformkategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type de plateforme
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: catégorie de plateforme numérique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de plataforma
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: categoría de plataforma digital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع المنصة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: فئة المنصة الرقمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis platform
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kategori platform digital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 平台类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 数字平台类别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: digital platform type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: platform classification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: service category
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: online environment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: digital infrastructure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:DefinedTerm
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcat:Catalog
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E55_Type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_example
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_hypernym
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_standard
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_feature
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: related_to
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformTypes.yaml
index 95c3a9c197..c34e5f82f6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformTypes.yaml
@@ -50,15 +50,48 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q212805
     description: 'Online database of digital objects stored in electronic media formats and accessible via computers.'
+    alt_descriptions:
+      nl: 'Onlinedatabase van digitale objecten opgeslagen in elektronische mediaformaten en toegankelijk via computers.'
+      de: 'Onlinedatenbank digitaler Objekte, die in elektronischen Medienformaten gespeichert und über Computer zugänglich sind.'
+      fr: 'Base de données en ligne d''objets numériques stockés dans des formats de médias électroniques et accessibles par ordinateur.'
+      es: 'Base de datos en línea de objetos digitales almacenados en formatos de medios electrónicos y accesibles a través de computadoras.'
+      ar: 'قاعدة بيانات عبر الإنترنت للكائنات الرقمية المخزنة بتنسيقات الوسائط الإلكترونية والقابلة للوصول عبر أجهزة الكمبيوتر.'
+      id: 'Database online objek digital yang disimpan dalam format media elektronik dan dapat diakses melalui komputer.'
+      zh: '以电子媒体格式存储并可通过计算机访问的数字对象在线数据库。'
+    structured_aliases:
+    - literal_form: digitale bibliotheek
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: digitale Bibliothek
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: bibliothèque numérique
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: biblioteca digital
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مكتبة رقمية
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: perpustakaan digital
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 数字图书馆
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - digital library
+    - online collection
+    - digital objects
+    - electronic resources
+    - scholarly access
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
       related_to:
         equals_string: wikidata:Q212805
     comments:
-    - digitale Bibliothek (de)
-    - biblioteca digital (es)
-    - "bibliothèque numérique (fr)"
     - 'Preserved from prior description: Online database of digital objects stored in electronic media formats and accessible via computers. **PURPOSE**: Provide organized access to digital collections including books, journals, manuscripts, images, audio, and video materials. **CHARACTERISTICS**: - Structured metadata for discovery - Full-text search capabilities - Persistent access to digital objects - May include both digitized and born-digital content **EXAMPLES**: Gallica (BnF), HathiTrust, Internet Archive Books'
     slots:
     - has_score
@@ -69,19 +102,54 @@ classes:
     broad_mappings:
     - schema:Library
     - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
   DigitalArchivePlatform:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q1224984
     description: 'Information system whose aim is to collect different digital resources and to make them available to a defined group of users.'
+    alt_descriptions:
+      nl: 'Informatiesysteem dat als doel heeft verschillende digitale bronnen te verzamelen en beschikbaar te stellen aan een gedefinieerde groep gebruikers.'
+      de: 'Informationssystem, dessen Ziel es ist, verschiedene digitale Ressourcen zu sammeln und einer definierten Benutzergruppe zur Verfügung zu stellen.'
+      fr: 'Système d''information dont l''objectif est de collecter différentes ressources numériques et de les mettre à disposition d''un groupe défini d''utilisateurs.'
+      es: 'Sistema de información cuyo objetivo es recopilar diferentes recursos digitales y ponerlos a disposición de un grupo definido de usuarios.'
+      ar: 'نظام معلومات يهدف إلى جمع الموارد الرقمية المختلفة وإتاحتها لمجموعة محددة من المستخدمين.'
+      id: 'Sistem informasi yang bertujuan mengumpulkan berbagai sumber daya digital dan menyediakannya untuk kelompok pengguna yang ditentukan.'
+      zh: '旨在收集不同数字资源并提供给特定用户群使用的信息系统。'
+    structured_aliases:
+    - literal_form: digitaal archiefplatform
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: digitales Archiv
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: archives numériques
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: archivo digital
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: أرشيف رقمي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: platform arsip digital
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 数字档案平台
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - digital archive
+    - information system
+    - digital preservation
+    - resource collection
+    - archival access
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
       related_to:
         equals_string: wikidata:Q1224984
     comments:
-    - digitales Archiv (de)
-    - archivo digital (es)
-    - "archives numériques (fr)"
     - 'Preserved from prior description: Information system whose aim is to collect different digital resources and to make them available to a defined group of users. **PURPOSE**: Preserve and provide access to digital archival materials including documents, photographs, audiovisual records, and datasets. **CHARACTERISTICS**: - Long-term preservation focus - Provenance and context documentation - Access control and rights management - Hierarchical organization of materials **EXAMPLES**: Internet Archive, national web archives, institutional digital archives'
     slots:
     - has_score
@@ -90,19 +158,54 @@ classes:
     broad_mappings:
     - schema:ArchiveOrganization
     - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
   DocumentRepository:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q1235234
     description: 'Digital archive of documents; database of digital research outputs.'
+    alt_descriptions:
+      nl: 'Digitaal archief van documenten; database van digitale onderzoeksresultaten.'
+      de: 'Digitales Dokumentenarchiv; Datenbank digitaler Forschungsergebnisse.'
+      fr: 'Archives numériques de documents; base de données de résultats de recherche numériques.'
+      es: 'Archivo digital de documentos; base de datos de resultados de investigación digitales.'
+      ar: 'أرشيف رقمي للوثائق؛ قاعدة بيانات للمخرجات البحثية الرقمية.'
+      id: 'Arsip digital dokumen; database hasil penelitian digital.'
+      zh: '文档数字档案；数字研究成果数据库。'
+    structured_aliases:
+    - literal_form: documentrepository
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Dokumentenserver
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: dépôt
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: repositorio digital
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مستودع الوثائق
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: repositori dokumen
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 文档存储库
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - document repository
+    - research outputs
+    - scholarly archive
+    - institutional repository
+    - academic publications
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
       related_to:
         equals_string: wikidata:Q1235234
     comments:
-    - Dokumentenserver (de)
-    - repositorio digital (es)
-    - "dépôt (fr)"
     - 'Preserved from prior description: Digital archive of documents; database of digital research outputs. **PURPOSE**: Store and provide access to research documents, publications, theses, reports, and other scholarly outputs. **CHARACTERISTICS**: - Self-deposit by authors - Metadata harvesting via OAI-PMH - Persistent identifiers (DOIs, handles) - Open access focus **EXAMPLES**: DSpace repositories, EPrints instances, Zenodo'
     slots:
     - has_score
@@ -110,45 +213,158 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
   ArchivalRepository:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q66656823
     description: 'Digital repository specifically designed for archival purposes with long-term preservation capabilities.'
+    alt_descriptions:
+      nl: 'Digitaal repository specifiek ontworpen voor archiefdoeleinden met langetermijnbewaar mogelijkheden.'
+      de: 'Digitales Repository speziell für Archivierungszwecke mit langfristigen Bewahrungsfähigkeiten.'
+      fr: 'Référentiel numérique spécialement conçu à des fins archivistiques avec des capacités de préservation à long terme.'
+      es: 'Repositorio digital específicamente diseñado para fines de archivo con capacidades de preservación a largo plazo.'
+      ar: 'مستودع رقمي مصمم خصيصًا لأغراض الأرشفة مع قدرات الحفظ طويل الأمد.'
+      id: 'Repositori digital yang dirancang khusus untuk tujuan pengarsipan dengan kemampuan pelestarian jangka panjang.'
+      zh: '专为归档目的设计并具有长期保存能力的数字存储库。'
+    structured_aliases:
+    - literal_form: archiefrepository
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Archivierungsstelle
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: dépôt d'archives
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: repositorio de archivo
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مستودع أرشيفي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: repositori arsip
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 档案存储库
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - archival repository
+    - long-term preservation
+    - OAIS
+    - digital archiving
+    - preservation system
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
       related_to:
         equals_string: wikidata:Q66656823
     comments:
-    - Archivierungsstelle (de)
-    - repositorio (es)
     - 'Preserved from prior description: Digital repository specifically designed for archival purposes with long-term preservation capabilities. **PURPOSE**: Ensure long-term preservation and access to digital archival materials with appropriate metadata standards and preservation strategies. **CHARACTERISTICS**: - OAIS compliance - Format migration capabilities - Integrity verification (checksums) - Archival metadata standards (EAD, PREMIS) **EXAMPLES**: Archivematica instances, Preservica, DPN'
     slots:
     - has_score
     annotations:
       custodian_types: '[''*'']'
+    broad_mappings:
+    - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
   OpenAccessRepository:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q7096323
     description: 'Freely accessible repository of research publications and data.'
+    alt_descriptions:
+      nl: 'Vrij toegankelijk repository van onderzoekspublicaties en data.'
+      de: 'Frei zugängliches Repository von Forschungspublikationen und Daten.'
+      fr: 'Référentiel librement accessible de publications et de données de recherche.'
+      es: 'Repositorio de libre acceso de publicaciones y datos de investigación.'
+      ar: 'مستودع مجاني الوصول للمنشورات والبيانات البحثية.'
+      id: 'Repositori akses bebas publikasi dan data penelitian.'
+      zh: '可自由访问的研究出版物和数据存储库。'
+    structured_aliases:
+    - literal_form: open access repository
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Open-Access-Publikationsserver
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: archive ouverte
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: repositorio de acceso abierto
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مستودع الوصول المفتوح
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: repositori akses terbuka
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 开放获取存储库
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - open access
+    - research repository
+    - free access
+    - scholarly publications
+    - open science
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
       related_to:
         equals_string: wikidata:Q7096323
     comments:
-    - Open-Access-Publikationsserver (de)
-    - repositorio de acceso abierto (es)
-    - archive ouverte (fr)
     - 'Preserved from prior description: Freely accessible repository of research publications and data. **PURPOSE**: Provide open access to scholarly publications, research data, and educational resources without subscription barriers. **CHARACTERISTICS**: - Free access to full-text content - Open licenses (CC-BY, CC0) - OAI-PMH harvesting support - Metadata standards compliance **EXAMPLES**: arXiv, PubMed Central, Zenodo, institutional repositories'
     slots:
     - has_score
     annotations:
       custodian_types: '[''*'']'
+    broad_mappings:
+    - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
   PreservationRepository:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q117816878
     description: 'Digital repository that takes measures to ensure the long-term viability of its contents.'
+    alt_descriptions:
+      nl: 'Digitaal repository dat maatregelen neemt om de langetermijnhoudbaarheid van de inhoud te waarborgen.'
+      de: 'Digitales Repository, das Maßnahmen ergreift, um die langfristige Überlebensfähigkeit seiner Inhalte zu gewährleisten.'
+      fr: 'Référentiel numérique qui prend des mesures pour assurer la viabilité à long terme de son contenu.'
+      es: 'Repositorio digital que toma medidas para asegurar la viabilidad a largo plazo de sus contenidos.'
+      ar: 'مستودع رقمي يتخذ تدابير لضمان بقاء محتواه على المدى الطويل.'
+      id: 'Repositori digital yang mengambil langkah-langkah untuk memastikan kelangsungan kontennya dalam jangka panjang.'
+      zh: '采取措施确保其内容长期生存能力的数字存储库。'
+    structured_aliases:
+    - literal_form: bewaarrepository
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Erhaltungsrepository
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: référentiel de préservation
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: repositorio de preservación
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مستودع الحفظ
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: repositori pelestarian
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 保存存储库
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - preservation repository
+    - long-term access
+    - digital preservation
+    - trusted repository
+    - content viability
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
@@ -158,12 +374,52 @@ classes:
     - has_score
     annotations:
       custodian_types: '[''*'']'
+    broad_mappings:
+    - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
     comments:
     - 'Preserved from prior description: Digital repository that takes measures to ensure the long-term viability of its contents. **PURPOSE**: Guarantee long-term access to digital content through active preservation strategies and trustworthy stewardship. **CHARACTERISTICS**: - Trusted Digital Repository certification - Active preservation planning - Format normalization and migration - Geographic redundancy **EXAMPLES**: HathiTrust, Portico, CLOCKSS'
   TrustedDigitalRepository:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q112795563
     description: 'Preservation repository that can prove its reliability over time through certification and audit.'
+    alt_descriptions:
+      nl: 'Bewaarrepository die zijn betrouwbaarheid in de loop der tijd kan bewijzen door certificering en audit.'
+      de: 'Erhaltungsrepository, das seine Zuverlässigkeit über die Zeit durch Zertifizierung und Audit nachweisen kann.'
+      fr: 'Référentiel de préservation qui peut prouver sa fiabilité au fil du temps par certification et audit.'
+      es: 'Repositorio de preservación que puede demostrar su fiabilidad a lo largo del tiempo mediante certificación y auditoría.'
+      ar: 'مستودع حفظ يمكنه إثبات موثوقيته بمرور الوقت من خلال الشهادة والتدقيق.'
+      id: 'Repositori pelestarian yang dapat membuktikan keandalannya seiring waktu melalui sertifikasi dan audit.'
+      zh: '能够通过认证和审核证明其长期可靠性的保存存储库。'
+    structured_aliases:
+    - literal_form: vertrouwd digitaal repository
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: vertrauenswürdiges digitales Repository
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: référentiel numérique de confiance
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: repositorio digital confiable
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مستودع رقمي موثوق
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: repositori digital terpercaya
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 可信数字存储库
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - trusted repository
+    - certification
+    - audit
+    - ISO 16363
+    - CoreTrustSeal
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
@@ -173,12 +429,52 @@ classes:
     - has_score
     annotations:
       custodian_types: '[''*'']'
+    broad_mappings:
+    - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
     comments:
     - 'Preserved from prior description: Preservation repository that can prove its reliability over time through certification and audit. **PURPOSE**: Provide certified trustworthy preservation services with demonstrated organizational and technical capabilities. **CHARACTERISTICS**: - ISO 16363 / TDR certification - Transparent preservation policies - Regular audits and assessments - Documented succession planning **EXAMPLES**: CoreTrustSeal certified repositories, ISO 16363 certified repositories'
   EArkiv:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q114351452
     description: 'Function to archive digital information, particularly in Nordic archival contexts.'
+    alt_descriptions:
+      nl: 'Functie om digitale informatie te archiveren, met name in Noordse archiefcontexten.'
+      de: 'Funktion zur Archivierung digitaler Informationen, insbesondere in nordischen Archivkontexten.'
+      fr: 'Fonction d''archivage des informations numériques, en particulier dans les contextes d''archives nordiques.'
+      es: 'Función para archivar información digital, particularmente en contextos de archivos nórdicos.'
+      ar: 'وظيفة أرشفة المعلومات الرقمية، خاصة في سياقات الأرشفة النوردية.'
+      id: 'Fungsi untuk mengarsipkan informasi digital, terutama dalam konteks arsip Nordik.'
+      zh: '存档数字信息的功能，特别是在北欧档案环境中。'
+    structured_aliases:
+    - literal_form: e-archief
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: eArkiv
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: e-archives
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: archivo electrónico
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: أرشيف إلكتروني
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: e-Arsip
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 电子档案
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - eArkiv
+    - electronic archive
+    - Nordic archive
+    - digital archiving
+    - government records
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
@@ -188,12 +484,52 @@ classes:
     - has_score
     annotations:
       custodian_types: '[''*'']'
+    broad_mappings:
+    - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
     comments:
     - 'Preserved from prior description: Function to archive digital information, particularly in Nordic archival contexts. **PURPOSE**: Provide electronic archiving functionality for government and institutional records in digital form. **CHARACTERISTICS**: - Nordic archival standards compliance - Government records management - Long-term digital preservation - Regulatory compliance **EXAMPLES**: Swedish eArkiv implementations, Norwegian digital archive systems'
   OnlineLibrary:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q12328550
     description: 'Digital library service providing online access to library collections and services.'
+    alt_descriptions:
+      nl: 'Digitale bibliotheekservice die online toegang biedt tot bibliotheekcollecties en -diensten.'
+      de: 'Digitaler Bibliotheksdienst, der Online-Zugang zu Bibliotheksbeständen und -diensten bietet.'
+      fr: 'Service de bibliothèque numérique offrant un accès en ligne aux collections et services de bibliothèque.'
+      es: 'Servicio de biblioteca digital que proporciona acceso en línea a colecciones y servicios de biblioteca.'
+      ar: 'خدمة مكتبة رقمية توفر وصولاً عبر الإنترنت إلى مجموعات وخدمات المكتبة.'
+      id: 'Layanan perpustakaan digital yang menyediakan akses online ke koleksi dan layanan perpustakaan.'
+      zh: '提供在线访问图书馆馆藏和服务的数字图书馆服务。'
+    structured_aliases:
+    - literal_form: online bibliotheek
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Online-Bibliothek
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: bibliothèque en ligne
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: biblioteca en línea
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مكتبة عبر الإنترنت
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: perpustakaan daring
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 在线图书馆
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - online library
+    - digital lending
+    - library services
+    - remote access
+    - digital reading room
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
@@ -203,19 +539,70 @@ classes:
     - has_score
     annotations:
       custodian_types: '[''*'']'
+    broad_mappings:
+    - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
     comments:
     - 'Preserved from prior description: Digital library service providing online access to library collections and services. **PURPOSE**: Extend library services to online users with digital lending, reading rooms, and reference services. **CHARACTERISTICS**: - Digital lending services - Online reading rooms - Remote access to licensed content - Integrated library services **EXAMPLES**: OverDrive, Libby, university online library portals'
   OnlineAcademicLibrary:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q56316865
-    description: 'Specialized digital-service classification concept.'
+    description: >-
+      Web-based service providing access to scholarly journals, databases, and research materials for university communities.
+    alt_descriptions:
+      nl: >-
+        Webgebaseerde service die toegang biedt tot wetenschappelijke tijdschriften, databases en onderzoeks materialen voor universiteitsgemeenschappen.
+      de: >-
+        Webbasierte Dienstleistung, die Universitätsangehörigen Zugang zu wissenschaftlichen Zeitschriften, Datenbanken und Forschungsmaterialien bietet.
+      fr: >-
+        Service web fournissant l'accès aux revues savantes, bases de données et matériaux de recherche pour les communautés universitaires.
+      es: >-
+        Servicio basado en web que proporciona acceso a revistas académicas, bases de datos y materiales de investigación para comunidades universitarias.
+      ar: >-
+        خدمة قائمة على الويب توفر الوصول إلى المجلات الأكاديمية وقواعد البيانات ومواد البحث للمجتمعات الجامعية.
+      id: >-
+        Layanan berbasis web yang menyediakan akses ke jurnal ilmiah, basis data, dan materi penelitian untuk komunitas universitas.
+      zh: >-
+        为大学社区提供学术期刊、数据库和研究资料访问的基于网络的服务。
+    structured_aliases:
+    - literal_form: online academische bibliotheek
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Online-Akademische Bibliothek
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: bibliothèque universitaire en ligne
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: biblioteca académica en línea
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مكتبة أكاديمية عبر الإنترنت
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: perpustakaan akademik daring
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 在线学术图书馆
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - academic library
+    - scholarly resources
+    - research support
+    - university library
+    - journal access
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
       related_to:
         equals_string: wikidata:Q56316865
+    broad_mappings:
+    - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - "Bibliothèque universitaire en ligne (fr)"
     - 'Preserved from prior description: Online academic library providing scholarly resources and services. **PURPOSE**: Support academic research and teaching with access to scholarly journals, databases, and research materials. **CHARACTERISTICS**: - Scholarly journal access - Database subscriptions - Research support services - Citation management tools **EXAMPLES**: JSTOR, Project MUSE, university library portals'
     slots:
     - has_score
@@ -225,13 +612,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q59826893
     description: 'Archive of digitized music documents made available online.'
+    alt_descriptions:
+      nl: 'Archief van gedigitaliseerde muziekdocumenten online beschikbaar gesteld.'
+      de: 'Archiv digitalisierter Musikdokumente, das online verfügbar gemacht wurde.'
+      fr: 'Archives de documents musicaux numérisés mis à disposition en ligne.'
+      es: 'Archivo de documentos musicales digitalizados disponibles en línea.'
+      ar: 'أرشيف الوثائق الموسيقية الرقمية المتاحة عبر الإنترنت.'
+      id: 'Arsip dokumen musik terdigitalkan yang tersedia secara online.'
+      zh: '在线提供的数字化音乐文档档案。'
+    structured_aliases:
+    - literal_form: online digitale muziekdocumentbibliotheek
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Online-Digitale-Musikdokumentbibliothek
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: bibliothèque numérique de documents musicaux
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: biblioteca digital de documentos musicales
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مكتبة الوثائق الموسيقية الرقمية
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: perpustakaan dokumen musik digital
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 数字音乐文档图书馆
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - music library
+    - digitized scores
+    - musical documents
+    - sheet music
+    - audio archives
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
       related_to:
         equals_string: wikidata:Q59826893
+    broad_mappings:
+    - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - online digitale muziekdocumentbibliotheek (nl)
     - 'Preserved from prior description: Archive of digitized music documents made available online. **PURPOSE**: Provide access to digitized sheet music, musical manuscripts, audio recordings, and music-related documents. **CHARACTERISTICS**: - Digitized sheet music - Musical manuscript collections - Audio recordings - Music metadata standards **EXAMPLES**: IMSLP, Europeana Music, national music archives'
     slots:
     - has_score
@@ -241,15 +667,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q21040941
     description: 'Database of content that is a copy of content that is otherwise obscured or not accessible because of paywalls or other restrictions.'
+    alt_descriptions:
+      nl: 'Database met inhoud die een kopie is van inhoud die anders versluierd of niet toegankelijk is vanwege betaalmuren of andere beperkingen.'
+      de: 'Datenbank mit Inhalten, die eine Kopie von Inhalten sind, die andernfalls durch Bezahlschranken oder andere Beschränkungen verdeckt oder nicht zugänglich sind.'
+      fr: 'Base de données de contenus qui sont des copies de contenus autrement masqués ou inaccessibles en raison de paywalls ou d''autres restrictions.'
+      es: 'Base de datos de contenido que es una copia de contenido que de otro modo estaría oscurecido o no accesible debido a muros de pago u otras restricciones.'
+      ar: 'قاعدة بيانات بمحتوى هو نسخة من محتوى محجوب أو غير متاح بسبب جدران الدفع أو قيود أخرى.'
+      id: 'Database konten yang merupakan salinan konten yang sebaliknya tersembunyi atau tidak dapat diakses karena paywall atau pembatasan lain.'
+      zh: '包含因付费墙或其他限制而原本被隐藏或无法访问内容副本的数据库。'
+    structured_aliases:
+    - literal_form: schaduwbibliotheek
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Schattenbibliothek
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: bibliothèque clandestine
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: biblioteca fantasma
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مكتبة الظل
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: perpustakaan bayangan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 影子图书馆
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - shadow library
+    - open access
+    - paywall bypass
+    - alternative access
+    - scholarly content
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
       related_to:
         equals_string: wikidata:Q21040941
+    broad_mappings:
+    - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Schattenbibliothek (de)
-    - biblioteca fantasma (es)
-    - "bibliothèque clandestine (fr)"
     - 'Preserved from prior description: Database of content that is a copy of content that is otherwise obscured or not accessible because of paywalls or other restrictions. **PURPOSE**: Provide access to scholarly and educational content that may be behind paywalls or otherwise restricted. **CHARACTERISTICS**: - Copies of paywalled content - Operated outside traditional publishing - Controversial legal status - High usage in resource-limited contexts **EXAMPLES**: Library Genesis, Sci-Hub, Z-Library'
     slots:
     - has_score
@@ -259,11 +722,51 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q130486108
     description: 'Digital platform hosting a curated collection of photographs.'
+    alt_descriptions:
+      nl: "Digitaal platform dat een samengestelde collectie foto's host."
+      de: 'Digitale Plattform, die eine kuratierte Fotosammlung hostet.'
+      fr: 'Plateforme numérique hébergeant une collection de photographies organisée.'
+      es: 'Plataforma digital que aloja una colección curada de fotografías.'
+      ar: 'منصة رقمية تستضيف مجموعة منسقة من الصور الفوتوغرافية.'
+      id: 'Platform digital yang menghosting koleksi foto yang dikurasi.'
+      zh: '托管精选照片集的数字平台。'
+    structured_aliases:
+    - literal_form: fotocollectie
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Fotosammlung
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: collection de photographies
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: colección de fotografías
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مجموعة صور
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: koleksi foto
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 照片集
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - photograph collection
+    - image archive
+    - digital photos
+    - visual heritage
+    - curated images
     slot_usage:
       has_hypernym:
         equals_string: REPOSITORY
       related_to:
         equals_string: wikidata:Q130486108
+    broad_mappings:
+    - dcat:DataService
+    - skos:Concept
+    - crm:E55_Type
     comments:
     - Fotosammlung (de)
     - "colección de fotografías (es)"
@@ -277,15 +780,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q393351
     description: 'Provider that collects and stores data from other places.'
+    alt_descriptions:
+      nl: 'Aanbieder die gegevens van andere plaatsen verzamelt en opslaat.'
+      de: 'Anbieter, der Daten von anderen Orten sammelt und speichert.'
+      fr: 'Fournisseur qui collecte et stocke des données provenant d''autres sources.'
+      es: 'Proveedor que recopila y almacena datos de otros lugares.'
+      ar: 'مزود يجمع ويخزن البيانات من أماكن أخرى.'
+      id: 'Penyedia yang mengumpulkan dan menyimpan data dari tempat lain.'
+      zh: '从其他地方收集和存储数据的提供者。'
+    structured_aliases:
+    - literal_form: aggregator
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Aggregator
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: agrégateur
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: agregador
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مجمع البيانات
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: agregator
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 聚合器
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - aggregator
+    - data collection
+    - metadata harvesting
+    - cross-collection search
+    - unified discovery
     slot_usage:
       has_hypernym:
         equals_string: AGGREGATOR
       related_to:
         equals_string: wikidata:Q393351
+    broad_mappings:
+    - dcat:Catalog
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Aggregator (de)
-    - agregador (es)
-    - "agrégateur (fr)"
     - 'Preserved from prior description: Provider that collects and stores data from other places. **PURPOSE**: Aggregate metadata and/or content from multiple heritage institutions to provide unified discovery and access. **CHARACTERISTICS**: - Harvests from multiple sources - Metadata normalization - Cross-collection search - Links back to source institutions **EXAMPLES**: Europeana, DPLA, Deutsche Digitale Bibliothek'
     slots:
     - has_score
@@ -295,15 +835,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q110272188
     description: 'Database that aggregates data from multiple sources and makes it coherently available online.'
+    alt_descriptions:
+      nl: 'Database die gegevens uit meerdere bronnen aggregeert en coherent online beschikbaar maakt.'
+      de: 'Datenbank, die Daten aus mehreren Quellen aggregiert und kohärent online verfügbar macht.'
+      fr: 'Base de données qui agrège des données de plusieurs sources et les rend disponibles en ligne de manière cohérente.'
+      es: 'Base de datos que agrega datos de múltiples fuentes y los hace disponibles coherentemente en línea.'
+      ar: 'قاعدة بيانات تجمع البيانات من مصادر متعددة وتتيحها بتماسك عبر الإنترنت.'
+      id: 'Database yang mengagregasi data dari berbagai sumber dan menyediakannya secara koheren secara online.'
+      zh: '从多个来源聚合数据并在线一致提供的数据库。'
+    structured_aliases:
+    - literal_form: geaggregeerde online databank
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Aggregations-Onlinedatenbank
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: base de données en ligne agrégée
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: base de datos en línea agregada
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: قاعدة بيانات عبر الإنترنت المجمعة
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: database online teragregasi
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 聚合在线数据库
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - aggregated database
+    - multi-source data
+    - unified access
+    - data integration
+    - online database
     slot_usage:
       has_hypernym:
         equals_string: AGGREGATOR
       related_to:
         equals_string: wikidata:Q110272188
+    broad_mappings:
+    - dcat:Catalog
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Aggregations-Onlinedatenbank (de)
-    - database online aggregato (it)
-    - geaggregeerde online databank (nl)
     - 'Preserved from prior description: Database that aggregates data from multiple sources and makes it coherently available online. **PURPOSE**: Provide unified access to data aggregated from multiple contributing institutions or systems. **CHARACTERISTICS**: - Multi-source data integration - Coherent data model - Online accessibility - Regular synchronization **EXAMPLES**: Union catalogs, federated databases, data hubs'
     slots:
     - has_score
@@ -313,15 +890,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q1789476
     description: 'Database providing an authoritative source of bibliographic information.'
+    alt_descriptions:
+      nl: 'Database die een gezaghebbende bron van bibliografische informatie biedt.'
+      de: 'Datenbank, die eine autoritative Quelle für bibliografische Informationen bietet.'
+      fr: 'Base de données fournissant une source faisant autorité d''informations bibliographiques.'
+      es: 'Base de datos que proporciona una fuente autorizada de información bibliográfica.'
+      ar: 'قاعدة بيانات توفر مصدراً موثوقاً للمعلومات الببليوغرافية.'
+      id: 'Database yang menyediakan sumber informasi bibliografis yang otoritatif.'
+      zh: '提供权威书目信息来源的数据库。'
+    structured_aliases:
+    - literal_form: bibliografische database
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: bibliografische Datenbank
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: base de données bibliographiques
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: base de datos bibliográfica
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: قاعدة بيانات ببليوغرافية
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: database bibliografis
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 书目数据库
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - bibliographic database
+    - citation indexing
+    - scholarly records
+    - library catalog
+    - publication data
     slot_usage:
       has_hypernym:
         equals_string: AGGREGATOR
       related_to:
         equals_string: wikidata:Q1789476
+    broad_mappings:
+    - dcat:Catalog
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - bibliografische Datenbank (de)
-    - "base de datos bibliográfica (es)"
-    - "base de données bibliographiques (fr)"
     - 'Preserved from prior description: Database providing an authoritative source of bibliographic information. **PURPOSE**: Provide comprehensive bibliographic data for scholarly citation, library cataloging, and research discovery. **CHARACTERISTICS**: - Authoritative bibliographic records - Citation indexing - Subject classification - Author authority control **EXAMPLES**: Web of Science, Scopus, PubMed, WorldCat'
     slots:
     - has_score
@@ -331,15 +945,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q1391125
     description: 'Database that stores specific types of information for specific purposes.'
+    alt_descriptions:
+      nl: 'Database die specifieke soorten informatie voor specifieke doeleinden opslaat.'
+      de: 'Datenbank, die spezifische Arten von Informationen für spezifische Zwecke speichert.'
+      fr: 'Base de données qui stocke des types spécifiques d''informations à des fins spécifiques.'
+      es: 'Base de datos que almacena tipos específicos de información para propósitos específicos.'
+      ar: 'قاعدة بيانات تخزن أنواعاً محددة من المعلومات لأغراض محددة.'
+      id: 'Database yang menyimpan jenis informasi tertentu untuk tujuan tertentu.'
+      zh: '存储特定类型信息用于特定目的的数据库。'
+    structured_aliases:
+    - literal_form: gespecialiseerde database
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Fachdatenbank
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: base de données spécialisée
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: base de datos especializada
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: قاعدة بيانات متخصصة
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: database khusus
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 专业数据库
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - specialized database
+    - subject database
+    - domain-specific
+    - expert curation
+    - research database
     slot_usage:
       has_hypernym:
         equals_string: AGGREGATOR
       related_to:
         equals_string: wikidata:Q1391125
+    broad_mappings:
+    - dcat:Catalog
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Fachdatenbank (de)
-    - base de datos especializada (es)
-    - "base de données spécialisée (fr)"
     - 'Preserved from prior description: Database that stores specific types of information for specific purposes. **PURPOSE**: Provide deep, specialized coverage of a particular subject domain, material type, or research area. **CHARACTERISTICS**: - Domain-specific metadata - Specialized search and browse - Expert curation - Deep subject coverage **EXAMPLES**: RISM (music manuscripts), Grove Art Online, archaeological databases'
     slots:
     - has_score
@@ -349,15 +1000,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q635985
     description: 'Web portal for archives aggregating finding aids and archival descriptions.'
+    alt_descriptions:
+      nl: 'Webportaal voor archieven dat vindmiddelen en archiefbeschrijvingen aggregeert.'
+      de: 'Webportal für Archive, das Findmittel und Archivbeschreibungen aggregiert.'
+      fr: 'Portail web pour les archives agrégeant des instruments de recherche et des descriptions archivistiques.'
+      es: 'Portal web para archivos que agrega guías de búsqueda y descripciones archivísticas.'
+      ar: 'بوابة ويب للأرشيفات تجمع أدوات البحث والأوصاف الأرشيفية.'
+      id: 'Portal web untuk arsip yang mengagregasi alat pencarian dan deskripsi arsip.'
+      zh: '聚合检索工具和档案描述的档案门户网站。'
+    structured_aliases:
+    - literal_form: archiefportaal
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Archivportal
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portail d'archives
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: portal de archivos
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: بوابة الأرشيف
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: portal arsip
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 档案门户
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - archives portal
+    - finding aids
+    - archival descriptions
+    - EAD
+    - cross-archive search
     slot_usage:
       has_hypernym:
         equals_string: AGGREGATOR
       related_to:
         equals_string: wikidata:Q635985
+    broad_mappings:
+    - dcat:Catalog
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Archivportal (de)
-    - portal de archivos (es)
-    - portail d'archives (fr)
     - 'Preserved from prior description: Web portal for archives aggregating finding aids and archival descriptions. **PURPOSE**: Provide unified discovery of archival collections across multiple archive institutions. **CHARACTERISTICS**: - EAD/EAC-CPF aggregation - Hierarchical navigation - Cross-archive search - Links to holding institutions **EXAMPLES**: Archives Portal Europe, Archieven.nl, Archivportal-D'
     slots:
     - has_score
@@ -367,47 +1055,107 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q110279335
     description: 'Web portal aggregating regional heritage and scientific information.'
+    alt_descriptions:
+      nl: 'Webportaal dat regionaal erfgoed en wetenschappelijke informatie aggregeert.'
+      de: 'Webportal, das regionales Erbe und wissenschaftliche Informationen aggregiert.'
+      fr: 'Portail web agrégeant le patrimoine régional et les informations scientifiques.'
+      es: 'Portal web que agrega patrimonio regional e información científica.'
+      ar: 'بوابة ويب تجمع التراث الإقليمي والمعلومات العلمية.'
+      id: 'Portal web yang mengagregasi warisan daerah dan informasi ilmiah.'
+      zh: '聚合区域遗产和科学信息的门户网站。'
+    structured_aliases:
+    - literal_form: regionaal portaal
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Regionalportal
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portail régional
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: portal regional
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: بوابة إقليمية
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: portal regional
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 区域门户
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - regional portal
+    - local heritage
+    - geographic aggregation
+    - regional culture
+    - local institutions
     slot_usage:
       has_hypernym:
         equals_string: AGGREGATOR
       related_to:
         equals_string: wikidata:Q110279335
+    broad_mappings:
+    - dcat:Catalog
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Regionalportal (de)
-    - regionaal portaal (nl)
     - 'Preserved from prior description: Web portal aggregating regional heritage and scientific information. **PURPOSE**: Provide unified access to heritage resources within a specific geographic region. **CHARACTERISTICS**: - Regional focus - Local heritage institutions - Regional history and culture - Local language support **EXAMPLES**: LEO-BW, Bavarikon, provincial heritage portals'
     slots:
     - has_score
     annotations:
       custodian_types: '[''*'']'
-  TorahDatabase:
-    is_a: DigitalPlatformType
-    class_uri: wikidata:Q2910253
-    description: 'Electronic collection of classic Jewish texts.'
-    slot_usage:
-      has_hypernym:
-        equals_string: AGGREGATOR
-      related_to:
-        equals_string: wikidata:Q2910253
-    slots:
-    - has_score
-    annotations:
-      custodian_types: '[''*'']'
-    comments:
-    - 'Preserved from prior description: Electronic collection of classic Jewish texts. **PURPOSE**: Provide searchable access to Torah, Talmud, and other Jewish religious and scholarly texts. **CHARACTERISTICS**: - Hebrew and Aramaic texts - Commentary integration - Cross-referencing - Study tools **EXAMPLES**: Sefaria, Bar Ilan Responsa Project, HebrewBooks.org'
   WebPortalPlatform:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q186165
     description: 'Website that integrates applications, processes and services.'
+    alt_descriptions:
+      nl: 'Website die applicaties, processen en diensten integreert.'
+      de: 'Website, die Anwendungen, Prozesse und Dienste integriert.'
+      fr: 'Site web qui intègre des applications, des processus et des services.'
+      es: 'Sitio web que integra aplicaciones, procesos y servicios.'
+      ar: 'موقع ويب يدمج التطبيقات والعمليات والخدمات.'
+      id: 'Situs web yang mengintegrasikan aplikasi, proses, dan layanan.'
+      zh: '整合应用程序、流程和服务的网站。'
+    structured_aliases:
+    - literal_form: webportaal
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Webportal
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portail web
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: portal de Internet
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: بوابة ويب
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: portal web
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 网络门户
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - web portal
+    - integrated services
+    - gateway
+    - aggregated content
+    - user accounts
     slot_usage:
       has_hypernym:
         equals_string: DISCOVERY
       related_to:
         equals_string: wikidata:Q186165
+    broad_mappings:
+    - schema:WebSite
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Webportal (de)
-    - portal de Internet (es)
-    - portail web (fr)
     - 'Preserved from prior description: Website that integrates applications, processes and services. **PURPOSE**: Provide a gateway to heritage resources with integrated search, browse, and access functionality. **CHARACTERISTICS**: - Multiple integrated services - Personalization options - Aggregated content - User accounts and preferences **EXAMPLES**: National library portals, institutional websites'
     slots:
     - has_score
@@ -417,15 +1165,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q35127
     description: 'Set of related web pages served from a single web domain.'
+    alt_descriptions:
+      nl: "Verzameling gerelateerde webpagina's die vanaf één webdomein worden aangeboden."
+      de: 'Reihe zusammengehöriger Webseiten, die von einer einzigen Webdomäne bereitgestellt werden.'
+      fr: 'Ensemble de pages web apparentées servies à partir d''un seul domaine web.'
+      es: 'Conjunto de páginas web relacionadas servidas desde un único dominio web.'
+      ar: 'مجموعة من صفحات الويب ذات الصلة المخدومة من نطاق ويب واحد.'
+      id: 'Kumpulan halaman web terkait yang dilayani dari satu domain web.'
+      zh: '从单个网络域提供的相关网页集合。'
+    structured_aliases:
+    - literal_form: website
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Website
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: site web
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: sitio web
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: موقع ويب
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: situs web
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 网站
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - website
+    - web domain
+    - online presence
+    - web pages
+    - institutional site
     slot_usage:
       has_hypernym:
         equals_string: DISCOVERY
       related_to:
         equals_string: wikidata:Q35127
+    broad_mappings:
+    - schema:WebSite
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Website (de)
-    - sitio web (es)
-    - site web (fr)
     - 'Preserved from prior description: Set of related web pages served from a single web domain. **PURPOSE**: Provide online presence for heritage institutions with information about collections, services, and access. **CHARACTERISTICS**: - Institutional information - Collection highlights - Visitor information - Contact and access details **EXAMPLES**: Museum websites, archive homepages, library portals'
     slots:
     - has_score
@@ -435,18 +1220,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q35127
     description: 'Official website of a heritage institution.'
+    alt_descriptions:
+      nl: 'Officiële website van een erfgoedinstelling.'
+      de: 'Offizielle Website einer Heritage-Institution.'
+      fr: 'Site web officiel d''une institution patrimoniale.'
+      es: 'Sitio web oficial de una institución patrimonial.'
+      ar: 'الموقع الرسمي لمؤسسة التراث.'
+      id: 'Situs web resmi lembaga warisan.'
+      zh: '遗产机构的官方网站。'
+    structured_aliases:
+    - literal_form: institutionele website
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: institutionelle Website
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: site institutionnel
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: sitio institucional
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: موقع المؤسسة
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: situs kelembagaan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 机构网站
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - institutional website
+    - official site
+    - heritage institution
+    - organizational presence
+    - primary domain
     broad_mappings:
     - schema:WebSite
+    - skos:Concept
+    - crm:E55_Type
     slot_usage:
       has_hypernym:
         equals_string: DISCOVERY
       related_to:
         equals_string: wikidata:Q35127
     comments:
-    - Website (en)
-    - website (nl)
-    - Webseite (de)
-    - sitio web (es)
     - 'Preserved from prior description: Official website of a heritage institution. **PURPOSE**: Serve as the primary online presence for a heritage institution, providing information and access to services. **CHARACTERISTICS**: - Official institutional branding - Collection access - Visitor services - News and events **EXAMPLES**: rijksmuseum.nl, loc.gov, bnf.fr'
     slots:
     - has_score
@@ -456,15 +1275,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q7094076
     description: 'Database accessible from a network, including from the Internet.'
+    alt_descriptions:
+      nl: 'Database toegankelijk via een netwerk, inclusief via het internet.'
+      de: 'Datenbank, die über ein Netzwerk einschließlich des Internets zugänglich ist.'
+      fr: 'Base de données accessible via un réseau, y compris Internet.'
+      es: 'Base de datos accesible desde una red, incluido Internet.'
+      ar: 'قاعدة بيانات يمكن الوصول إليها عبر شبكة، بما في ذلك الإنترنت.'
+      id: 'Database yang dapat diakses dari jaringan, termasuk dari Internet.'
+      zh: '可从网络（包括互联网）访问的数据库。'
+    structured_aliases:
+    - literal_form: online database
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Online-Datenbank
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: base de données en ligne
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: base de datos en línea
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: قاعدة بيانات عبر الإنترنت
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: database daring
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 在线数据库
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - online database
+    - networked access
+    - structured data
+    - query interface
+    - internet accessible
     slot_usage:
       has_hypernym:
         equals_string: DISCOVERY
       related_to:
         equals_string: wikidata:Q7094076
+    broad_mappings:
+    - dcat:Catalog
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Online-Datenbank (de)
-    - "base de datos en línea (es)"
-    - "base de données en ligne (fr)"
     - 'Preserved from prior description: Database accessible from a network, including from the Internet. **PURPOSE**: Provide networked access to structured data collections with search and retrieval capabilities. **CHARACTERISTICS**: - Network accessibility - Structured data - Query interfaces - Real-time updates **EXAMPLES**: Collection management system public interfaces, catalog databases'
     slots:
     - has_score
@@ -474,15 +1330,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q8513
     description: 'Organized collection of data in computing.'
+    alt_descriptions:
+      nl: 'Georganiseerde verzameling gegevens in de informatica.'
+      de: 'Organisierte Datensammlung in der Informatik.'
+      fr: 'Collection organisée de données en informatique.'
+      es: 'Colección organizada de datos en informática.'
+      ar: 'مجموعة منظمة من البيانات في الحوسبة.'
+      id: 'Kumpulan data terorganisir dalam komputasi.'
+      zh: '计算中有组织的数据集合。'
+    structured_aliases:
+    - literal_form: database
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Datenbank
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: base de données
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: base de datos
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: قاعدة بيانات
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: basis data
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 数据库
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - database
+    - data storage
+    - organized data
+    - structured collection
+    - data management
     slot_usage:
       has_hypernym:
         equals_string: DISCOVERY
       related_to:
         equals_string: wikidata:Q8513
+    broad_mappings:
+    - dcat:Catalog
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Datenbank (de)
-    - base de datos (es)
-    - "base de données (fr)"
     - 'Preserved from prior description: Organized collection of data in computing. **PURPOSE**: Store and provide access to structured data about heritage collections, objects, or records. **CHARACTERISTICS**: - Structured data storage - Query capabilities - Data integrity - Scalable storage **EXAMPLES**: Collection databases, catalog systems, inventories'
     slots:
     - has_score
@@ -492,13 +1385,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q113470369
     description: 'Software platform used for collecting and managing data, and acting as a data delivery point for application and reporting software.'
+    alt_descriptions:
+      nl: 'Softwareplatform voor het verzamelen en beheren van gegevens, fungerend als afleverpunt voor applicatie- en rapportagesoftware.'
+      de: 'Softwareplattform zum Sammeln und Verwalten von Daten und als Datenlieferpunkt für Anwendungs- und Berichtssoftware.'
+      fr: 'Plateforme logicielle utilisée pour collecter et gérer des données, et agissant comme point de livraison de données pour les logiciels d''application et de rapport.'
+      es: 'Plataforma de software utilizada para recopilar y gestionar datos, y actuar como punto de entrega de datos para software de aplicaciones e informes.'
+      ar: 'منصة برمجية تُستخدم لجمع البيانات وإدارتها، وتعمل كنقطة توصيل بيانات لبرامج التطبيقات والتقارير.'
+      id: 'Platform perangkat lunak yang digunakan untuk mengumpulkan dan mengelola data, dan bertindak sebagai titik pengiriman data untuk perangkat lunak aplikasi dan pelaporan.'
+      zh: '用于收集和管理数据，并作为应用程序和报告软件数据交付点的软件平台。'
+    structured_aliases:
+    - literal_form: gegevensplatform
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Datenplattform
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: plateforme de données
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: plataforma de datos
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: منصة البيانات
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: platform data
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 数据平台
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - data platform
+    - data management
+    - data delivery
+    - analytics
+    - data warehouse
     slot_usage:
       has_hypernym:
         equals_string: DISCOVERY
       related_to:
         equals_string: wikidata:Q113470369
+    broad_mappings:
+    - dcat:Catalog
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - data platform (it)
     - 'Preserved from prior description: Software platform used for collecting and managing data, and acting as a data delivery point for application and reporting software. **PURPOSE**: Centralize data management and delivery for heritage data consumers including applications and reports. **CHARACTERISTICS**: - Data collection and storage - API-based data delivery - Data transformation - Analytics support **EXAMPLES**: Data warehouses, data lakes, API platforms'
     slots:
     - has_score
@@ -508,15 +1440,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q27031827
     description: 'Website for distributing open data.'
+    alt_descriptions:
+      nl: 'Website voor het verspreiden van open data.'
+      de: 'Website zur Verbreitung offener Daten.'
+      fr: 'Site web pour la distribution de données ouvertes.'
+      es: 'Sitio web para distribuir datos abiertos.'
+      ar: 'موقع ويب لتوزيع البيانات المفتوحة.'
+      id: 'Situs web untuk mendistribusikan data terbuka.'
+      zh: '用于分发开放数据的网站。'
+    structured_aliases:
+    - literal_form: open data portaal
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Open-Data-Portal
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portail de données ouvertes
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: portal de datos abiertos
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: بوابة البيانات المفتوحة
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: portal data terbuka
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 开放数据门户
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - open data
+    - data distribution
+    - open access
+    - reusable data
+    - public datasets
     slot_usage:
       has_hypernym:
         equals_string: DISCOVERY
       related_to:
         equals_string: wikidata:Q27031827
+    broad_mappings:
+    - dcat:Catalog
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Open-Data-Portal (de)
-    - portal de datos abiertos (es)
-    - "portail de données ouvertes (fr)"
     - 'Preserved from prior description: Website for distributing open data. **PURPOSE**: Provide access to heritage data in open, reusable formats with clear licensing and documentation. **CHARACTERISTICS**: - Open licenses (CC0, CC-BY) - Machine-readable formats - API access - Dataset documentation **EXAMPLES**: data.overheid.nl, data.gov.uk cultural datasets'
     slots:
     - has_score
@@ -526,13 +1495,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q108637623
     description: 'resource added to or changed over time by means of updates incorporated into the whole without remaining discrete.'
+    alt_descriptions:
+      nl: 'Bron die in de loop van de tijd wordt toegevoegd of gewijzigd door updates die in het geheel worden opgenomen zonder afzonderlijk te blijven.'
+      de: 'Ressource, die im Laufe der Zeit durch Updates ergänzt oder geändert wird, die in das Ganze integriert werden, ohne eigenständig zu bleiben.'
+      fr: 'Ressource ajoutée ou modifiée au fil du temps par des mises à jour incorporées dans l''ensemble sans rester distinctes.'
+      es: 'Recurso añadido o cambiado con el tiempo mediante actualizaciones incorporadas al todo sin permanecer discretos.'
+      ar: 'مورد يُضاف أو يُغيَّر بمرور الوقت عبر تحديثات تُدمج في الكل دون أن تبقى منفصلة.'
+      id: 'Sumber daya yang ditambahkan atau diubah seiring waktu melalui pembaruan yang digabungkan ke dalam keseluruhan tanpa tetap terpisah.'
+      zh: '通过更新整合到整体中而不保持离散的资源。'
+    structured_aliases:
+    - literal_form: integrerende bron
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: integrierende Ressource
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: ressource d'intégration
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: recurso integrador
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مورد مدمج
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: sumber daya terintegrasi
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 整合资源
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - integrating resource
+    - continuous updates
+    - evolving content
+    - dynamic resource
+    - updated database
     slot_usage:
       has_hypernym:
         equals_string: DISCOVERY
       related_to:
         equals_string: wikidata:Q108637623
+    broad_mappings:
+    - dcat:Resource
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - "ressource d'intégration (fr)"
     - 'Preserved from prior description: A resource added to or changed over time by means of updates incorporated into the whole without remaining discrete. **PURPOSE**: Provide continuously updated heritage information that evolves over time without maintaining separate versions. **CHARACTERISTICS**: - Continuous updates - Integrated changes - Current state focus - No discrete editions **EXAMPLES**: Updating databases, loose-leaf services, websites'
     slots:
     - has_score
@@ -542,15 +1550,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q1668024
     description: 'Technical ability afforded by the Internet.'
+    alt_descriptions:
+      nl: 'Technische mogelijkheid die door het internet wordt geboden.'
+      de: 'Technische Fähigkeit, die das Internet bietet.'
+      fr: 'Capacité technique offerte par Internet.'
+      es: 'Capacidad técnica que ofrece Internet.'
+      ar: 'القدرة التقنية التي يوفرها الإنترنت.'
+      id: 'Kemampuan teknis yang disediakan oleh Internet.'
+      zh: '互联网提供的技术能力。'
+    structured_aliases:
+    - literal_form: internetservice
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Internetdienst
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: service Internet
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: servicio de internet
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: خدمة الإنترنت
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: layanan internet
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 互联网服务
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - internet service
+    - online service
+    - web service
+    - digital service
+    - network service
     slot_usage:
       has_hypernym:
         equals_string: DISCOVERY
       related_to:
         equals_string: wikidata:Q1668024
+    broad_mappings:
+    - schema:Service
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Internetdienst (de)
-    - servicio de internet (es)
-    - service Internet (fr)
     - 'Preserved from prior description: Technical ability afforded by the Internet. **PURPOSE**: Provide heritage-related services accessible via Internet protocols. **CHARACTERISTICS**: - Internet accessibility - Service-oriented architecture - API availability - Web standards compliance **EXAMPLES**: Online catalogs, search services, reference services'
     slots:
     - has_score
@@ -560,16 +1605,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q1225034
     description: 'Generic virtual museum providing online exhibition and collection access.'
+    alt_descriptions:
+      nl: 'Generiek virtueel museum dat online tentoonstelling en collectietoegang biedt.'
+      de: 'Allgemeines virtuelles Museum mit Online-Ausstellung und Sammlungszugang.'
+      fr: 'Musée virtuel générique offrant un accès en ligne aux expositions et collections.'
+      es: 'Museo virtual genérico que proporciona acceso en línea a exposiciones y colecciones.'
+      ar: 'متحف افتراضي عام يوفر الوصول عبر الإنترنت إلى المعارض والمجموعات.'
+      id: 'Museum virtual umum yang menyediakan akses pameran dan koleksi online.'
+      zh: '提供在线展览和馆藏访问的通用虚拟博物馆。'
+    structured_aliases:
+    - literal_form: virtueel museum
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Digitales Museum
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: musée virtuel
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: museo virtual
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: متحف افتراضي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: museum virtual
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 虚拟博物馆
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - virtual museum
+    - online exhibition
+    - digital collection
+    - immersive experience
+    - heritage access
     slot_usage:
       has_hypernym:
         equals_string: VIRTUAL_HERITAGE
       related_to:
         equals_string: wikidata:Q1225034
+    broad_mappings:
+    - schema:Museum
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - virtueel museum (nl)
-    - Digitales Museum (de)
-    - museo virtual (es)
-    - "musée virtuel (fr)"
     - 'Preserved from prior description: Generic virtual museum providing online exhibition and collection access. **PURPOSE**: Recreate museum experiences in digital form with virtual exhibitions, collection browsing, and educational content. **CHARACTERISTICS**: - Virtual exhibitions - High-resolution images - Educational content - Interactive features **EXAMPLES**: Google Arts & Culture, Smithsonian Open Access, museum virtual tours'
     slots:
     - has_score
@@ -579,15 +1660,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q1224870
     description: 'Special form of web portals to search for information in library-like fashion.'
+    alt_descriptions:
+      nl: 'Speciale vorm van webportalen om op bibliotheekachtige wijze naar informatie te zoeken.'
+      de: 'Spezielle Form von Webportalen zur bibliotheksartigen Informationssuche.'
+      fr: 'Forme spéciale de portails web pour rechercher des informations à la manière d''une bibliothèque.'
+      es: 'Forma especial de portales web para buscar información al estilo de biblioteca.'
+      ar: 'شكل خاص من بوابات الويب للبحث عن المعلومات بطريقة المكتبة.'
+      id: 'Bentuk khusus portal web untuk mencari informasi dengan gaya perpustakaan.'
+      zh: '以图书馆方式搜索信息的特殊网络门户形式。'
+    structured_aliases:
+    - literal_form: virtuele bibliotheek
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: virtuelle Bibliothek
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: bibliothèque virtuelle
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: biblioteca virtual
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مكتبة افتراضية
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: perpustakaan virtual
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 虚拟图书馆
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - virtual library
+    - web portal
+    - information search
+    - digital resources
+    - subject navigation
     slot_usage:
       has_hypernym:
         equals_string: VIRTUAL_HERITAGE
       related_to:
         equals_string: wikidata:Q1224870
+    broad_mappings:
+    - schema:Library
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - virtuelle Bibliothek (de)
-    - biblioteca virtual (es)
-    - "bibliothèque virtuelle (fr)"
     - 'Preserved from prior description: Special form of web portals to search for information in library-like fashion. **PURPOSE**: Provide library-style organization and access to digital resources without physical holdings. **CHARACTERISTICS**: - Library-style organization - Subject-based navigation - Curated resource collections - Reference service integration **EXAMPLES**: WWW Virtual Library, subject guides'
     slots:
     - has_score
@@ -596,16 +1714,61 @@ classes:
   VirtualSpecialistLibrary:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q2527949
-    description: 'Specialized digital-service classification concept.'
+    description: >-
+      Web-based resource hub focused on a particular academic or professional field with expert curation.
+    alt_descriptions:
+      nl: >-
+        Webgebaseerde bronnenhub gericht op een bepaald academisch of professioneel vakgebied met deskundige curatie.
+      de: >-
+        Webbasierte Ressourcenzentrale, die sich auf ein bestimmtes akademisches oder berufliches Feld mit Expertenkuratierung konzentriert.
+      fr: >-
+        Hub de ressources web concentre sur un domaine academique ou professionnel particulier avec une curation experte.
+      es: >-
+        Centro de recursos basado en web enfocado en un campo academico o profesional particular con curaduria experta.
+      ar: >-
+        مركز موارد قائم على الويب يركز على مجال أكاديمي أو مهني معين مع إدارة خبراء.
+      id: >-
+        Hub sumber daya berbasis web yang berfokus pada bidang akademik atau profesional tertentu dengan kurasi ahli.
+      zh: >-
+        专注于特定学术或专业领域并由专家策划的基于网络的资源中心。
+    structured_aliases:
+    - literal_form: virtuele vakbibliotheek
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Virtuelle Fachbibliothek
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: bibliothèque virtuelle spécialisée
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: biblioteca especializada virtual
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مكتبة متخصصة افتراضية
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: perpustakaan khusus virtual
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 虚拟专业图书馆
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - specialist library
+    - subject library
+    - academic resources
+    - research portal
+    - domain-specific
     slot_usage:
       has_hypernym:
         equals_string: VIRTUAL_HERITAGE
       related_to:
         equals_string: wikidata:Q2527949
+    broad_mappings:
+    - schema:Library
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Virtuelle Fachbibliothek (de)
-    - biblioteca especializada virtual (es)
-    - "bibliothèque virtuelle spécialisée (fr)"
     - 'Preserved from prior description: Virtual specialist library focused on a particular subject domain. **PURPOSE**: Provide comprehensive digital resources for a specific academic or professional field. **CHARACTERISTICS**: - Subject specialization - Expert curation - Deep domain coverage - Research tool integration **EXAMPLES**: German Virtuelle Fachbibliotheken, subject portals'
     slots:
     - has_score
@@ -615,15 +1778,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q1449266
     description: 'Herbarium in a digitized form providing access to botanical specimens.'
+    alt_descriptions:
+      nl: 'Herbarium in gedigitaliseerde vorm dat toegang biedt tot botanische specimen.'
+      de: 'Herbarium in digitalisierter Form mit Zugang zu botanischen Exemplaren.'
+      fr: 'Herbier sous forme numérisée donnant accès aux spécimens botaniques.'
+      es: 'Herbario en forma digitalizada que proporciona acceso a especímenes botánicos.'
+      ar: 'معشبة في شكل رقمي توفر الوصول إلى العينات النباتية.'
+      id: 'Herbarium dalam bentuk terdigitalkan yang menyediakan akses ke spesimen botani.'
+      zh: '数字化形式的植物标本馆，提供植物标本访问。'
+    structured_aliases:
+    - literal_form: virtueel herbarium
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: virtuelles Herbarium
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: herbier virtuel
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: herbario virtual
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: معشبة افتراضية
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: herbarium virtual
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 虚拟植物标本馆
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - virtual herbarium
+    - botanical specimens
+    - digitized plants
+    - botanical research
+    - specimen images
     slot_usage:
       has_hypernym:
         equals_string: VIRTUAL_HERITAGE
       related_to:
         equals_string: wikidata:Q1449266
+    broad_mappings:
+    - schema:ArchiveOrganization
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - virtuelles Herbarium (de)
-    - herbario virtual (es)
-    - virtueel herbarium (nl)
     - 'Preserved from prior description: Herbarium in a digitized form providing access to botanical specimens. **PURPOSE**: Provide digital access to herbarium specimens for botanical research, identification, and education. **CHARACTERISTICS**: - High-resolution specimen images - Botanical metadata - Taxonomic organization - Georeferencing data **EXAMPLES**: JSTOR Global Plants, institutional virtual herbaria'
     slots:
     - has_score
@@ -633,14 +1833,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q5995078
     description: 'Type of library for virtual maps or cartographic products.'
+    alt_descriptions:
+      nl: 'Type bibliotheek voor virtuele kaarten of cartografische producten.'
+      de: 'Art Bibliothek für virtuelle Karten oder kartografische Produkte.'
+      fr: 'Type de bibliothèque pour les cartes virtuelles ou les produits cartographiques.'
+      es: 'Tipo de biblioteca para mapas virtuales o productos cartográficos.'
+      ar: 'نوع من المكتبات للخرائط الافتراضية أو المنتجات الخرائطية.'
+      id: 'Jenis perpustakaan untuk peta virtual atau produk kartografis.'
+      zh: '虚拟地图或制图产品类型的图书馆。'
+    structured_aliases:
+    - literal_form: virtuele kaartenbibliotheek
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Virtuelle Kartenbibliothek
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: bibliothèque de cartes virtuelle
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: Mapoteca virtual
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: مكتبة خرائط افتراضية
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: perpustakaan peta virtual
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 虚拟地图图书馆
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - virtual map library
+    - cartographic resources
+    - historical maps
+    - georeferencing
+    - map collection
     slot_usage:
       has_hypernym:
         equals_string: VIRTUAL_HERITAGE
       related_to:
         equals_string: wikidata:Q5995078
+    broad_mappings:
+    - schema:Library
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Virtuelle Kartenbibliothek (de)
-    - Mapoteca virtual (es)
     - 'Preserved from prior description: Type of library for virtual maps or cartographic products. **PURPOSE**: Provide access to digitized historical maps, atlases, and other cartographic materials. **CHARACTERISTICS**: - High-resolution map images - Georeferencing - Historical cartographic metadata - Comparison tools **EXAMPLES**: David Rumsey Map Collection, Old Maps Online'
     slots:
     - has_score
@@ -649,15 +1887,61 @@ classes:
   OnlineArtGallery:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q7094057
-    description: 'Specialized digital-service classification concept.'
+    description: >-
+      Web-based showcase presenting artworks in high-resolution digital form with contextual information.
+    alt_descriptions:
+      nl: >-
+        Webgebaseerde presentatie die kunstwerken in hoge resolutie digitale vorm toont met contextuele informatie.
+      de: >-
+        Webbasierte Praesentation, die Kunstwerke in hochaufloesender digitaler Form mit Kontextinformationen zeigt.
+      fr: >-
+        Presentation web presentant des oeuvres d'art sous forme numerique haute resolution avec des informations contextuelles.
+      es: >-
+        Presentacion basada en web que muestra obras de arte en forma digital de alta resolucion con informacion contextual.
+      ar: >-
+        عرض قائم على الويب يقدم الأعمال الفنية في شكل رقمي عالي الدقة مع معلومات سياقية.
+      id: >-
+        Pertunjukan berbasis web yang menyajikan karya seni dalam bentuk digital beresolusi tinggi dengan informasi kontekstual.
+      zh: >-
+        以高分辨率数字形式展示艺术作品并提供背景信息的基于网络的展示平台。
+    structured_aliases:
+    - literal_form: online kunstgalerie
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Online-Kunstgalerie
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: galerie d'art en ligne
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: galería de arte en línea
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: معرض فني عبر الإنترنت
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: galeri seni online
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 在线艺术画廊
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - online art gallery
+    - digital art
+    - artwork showcase
+    - virtual exhibition
+    - art collection
     slot_usage:
       has_hypernym:
         equals_string: VIRTUAL_HERITAGE
       related_to:
         equals_string: wikidata:Q7094057
+    broad_mappings:
+    - schema:Museum
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Online-Kunstgalerie (de)
-    - online kunstgalerie (nl)
     - 'Preserved from prior description: Online art gallery providing digital access to artworks. **PURPOSE**: Showcase artworks in digital form with high-resolution images, contextual information, and virtual exhibition features. **CHARACTERISTICS**: - High-resolution artwork images - Artist and provenance information - Virtual exhibition features - Educational content **EXAMPLES**: Rijksstudio, Google Arts & Culture partner galleries'
     slots:
     - has_score
@@ -667,15 +1951,52 @@ classes:
     is_a: DigitalPlatformType
     class_uri: wikidata:Q21167233
     description: 'Gallery page at Wikimedia Commons.'
+    alt_descriptions:
+      nl: 'Galerijpagina op Wikimedia Commons.'
+      de: 'Galerieseite auf Wikimedia Commons.'
+      fr: 'Page de galerie sur Wikimedia Commons.'
+      es: 'Página de galería en Wikimedia Commons.'
+      ar: 'صفحة معرض على ويكيميديا كومنز.'
+      id: 'Halaman galeri di Wikimedia Commons.'
+      zh: '维基共享资源上的画廊页面。'
+    structured_aliases:
+    - literal_form: Commons-galerij
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Commons-Galerie
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: galerie Commons
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: galería de Commons
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: معرض كومنز
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: galeri Commons
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 共享资源画廊
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - commons gallery
+    - Wikimedia Commons
+    - image gallery
+    - open licensing
+    - community content
     slot_usage:
       has_hypernym:
         equals_string: VIRTUAL_HERITAGE
       related_to:
         equals_string: wikidata:Q21167233
+    broad_mappings:
+    - schema:ImageGallery
+    - skos:Concept
+    - crm:E55_Type
     comments:
-    - Commons-Galerie (de)
-    - "galería de Commons (es)"
-    - galerie (fr)
     - 'Preserved from prior description: Gallery page at Wikimedia Commons. **PURPOSE**: Provide curated image galleries on Wikimedia Commons for heritage institutions and collections. **CHARACTERISTICS**: - Wikimedia Commons hosting - Open licensing - Community contributions - Category organization **EXAMPLES**: Institutional galleries on Wikimedia Commons'
     slots:
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformUserIdentifier.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformUserIdentifier.yaml
index 71c2b45605..bb55ea97ef 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformUserIdentifier.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPlatformUserIdentifier.yaml
@@ -35,38 +35,147 @@ classes:
       zh: >-
         将贡献者、作者或组织链接到外部数字服务上其个人资料的账户级标识符。
     structured_aliases:
-      nl:
-        - platform-gebruikersidentificatie
-        - account-ID
-      de:
-        - Plattform-Benutzerkennung
-        - Account-ID
-      fr:
-        - identifiant utilisateur plateforme
-        - ID compte
-      es:
-        - identificador de usuario de plataforma
-        - ID de cuenta
-      ar:
-        - معرف مستخدم المنصة
-        - معرف الحساب
-      id:
-        - pengenal pengguna platform
-        - ID akun
-      zh:
-        - 平台用户标识符
-        - 账户ID
-    keywords:
-      - user identifier
-      - platform account
-      - contributor ID
-      - digital profile
-    broad_mappings:
-      - foaf:OnlineAccount
-    close_mappings:
-      - schema:PropertyValue
-    slots:
-      - has_type
-      - has_url
-      - identified_by
-      - has_label
+
+      - literal_form: platform-gebruikersidentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: account-ID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Plattform-Benutzerkennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Account-ID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: identifiant utilisateur plateforme
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ID compte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: identificador de usuario de plataforma
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ID de cuenta
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف مستخدم المنصة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: معرف الحساب
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pengenal pengguna platform
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ID akun
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 平台用户标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 账户ID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: user identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: platform account
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: contributor ID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: digital profile
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: foaf:OnlineAccount
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:PropertyValue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPresenceTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPresenceTypes.yaml
index 6c5555a941..d7dd6342ff 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPresenceTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DigitalPresenceTypes.yaml
@@ -89,129 +89,721 @@ classes:
     is_a: DigitalPresenceType
     class_uri: schema:WebApplication
     description: Interactive web application with user accounts/features.
+    alt_descriptions:
+      nl: Interactieve webapplicatie met gebruikersaccounts en functionaliteiten.
+      de: Interaktive Webanwendung mit Benutzerkonten und Funktionen.
+      fr: Application web interactive avec comptes utilisateurs et fonctionnalités.
+      es: Aplicación web interactiva con cuentas de usuario y funcionalidades.
+      ar: تطبيق ويب تفاعلي مع حسابات مستخدمين وميزات.
+      id: Aplikasi web interaktif dengan akun pengguna dan fitur.
+      zh: 具有用户账户和功能的交互式网络应用程序。
+    structured_aliases:
+    - literal_form: webapplicatie-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Webanwendungs-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence d'application web
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de aplicación web
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور تطبيق ويب
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran aplikasi web
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 网络应用程序呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - web application
+    - interactive
+    - user accounts
+    - functionality
+    - digital service
     annotations:
       enum_equivalent: WEB_APPLICATION
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   DiscoveryPortalPresence:
     is_a: DigitalPresenceType
     class_uri: dcat:Catalog
     description: Collection discovery and search portal.
+    alt_descriptions:
+      nl: Collectie-ontdekkings- en zoekportaal.
+      de: Entdeckungs- und Suchportal für Sammlungen.
+      fr: Portail de découverte et de recherche de collections.
+      es: Portal de descubrimiento y búsqueda de colecciones.
+      ar: بوابة اكتشاف وبحث المجموعات.
+      id: Portal penemuan dan pencarian koleksi.
+      zh: 馆藏发现和搜索门户。
+    structured_aliases:
+    - literal_form: ontdekkingsportaal-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Entdeckungsportal-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de portail de découverte
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de portal de descubrimiento
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور بوابة الاكتشاف
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran portal penemuan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 发现门户呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - discovery portal
+    - search
+    - collection access
+    - catalog
+    - heritage discovery
     annotations:
       enum_equivalent: DISCOVERY_PORTAL
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   DigitalRepositoryPresence:
     is_a: DigitalPresenceType
     class_uri: dcat:Dataset
     description: Digital object repository for preservation and access.
+    alt_descriptions:
+      nl: Digitaal objectrepository voor bewaring en toegang.
+      de: Digitales Objekt-Repository für Bewahrung und Zugriff.
+      fr: Référentiel d'objets numériques pour la préservation et l'accès.
+      es: Repositorio de objetos digitales para preservación y acceso.
+      ar: مستودع الكائنات الرقمية للحفظ والوصول.
+      id: Repositori objek digital untuk pelestarian dan akses.
+      zh: 用于保存和访问的数字对象存储库。
+    structured_aliases:
+    - literal_form: digitaal depot-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: digitales Repository-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de référentiel numérique
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de repositorio digital
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور المستودع الرقمي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran repositori digital
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 数字存储库呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - digital repository
+    - preservation
+    - access
+    - digital objects
+    - archival storage
     annotations:
       enum_equivalent: DIGITAL_REPOSITORY
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   ApiServicePresence:
     is_a: DigitalPresenceType
     class_uri: dcat:DataService
     description: Programmatic API access to data/services.
+    alt_descriptions:
+      nl: Programmatische API-toegang tot gegevens en diensten.
+      de: Programmatischer API-Zugriff auf Daten und Dienste.
+      fr: Accès programmatique par API aux données et services.
+      es: Acceso programático por API a datos y servicios.
+      ar: وصول برمجي عبر واجهة برمجة التطبيقات إلى البيانات والخدمات.
+      id: Akses API terprogram ke data dan layanan.
+      zh: 通过API以编程方式访问数据和服务。
+    structured_aliases:
+    - literal_form: API-dienst-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: API-Dienst-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de service API
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de servicio API
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور خدمة واجهة البرمجة
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran layanan API
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: API服务呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - API service
+    - programmatic access
+    - data service
+    - interface
+    - developer access
     annotations:
       enum_equivalent: API_SERVICE
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   ProjectWebsitePresence:
     is_a: DigitalPresenceType
     class_uri: foaf:Project
     description: Project-specific website (grant-funded, thematic).
+    alt_descriptions:
+      nl: Projectspecifieke website (subsidiegefincierd, thematisch).
+      de: Projektspezifische Website (förderfinanziert, thematisch).
+      fr: Site web spécifique à un projet (financé par subvention, thématique).
+      es: Sitio web específico del proyecto (financiado por subvención, temático).
+      ar: موقع ويب خاص بالمشروع (ممول بمنح، موضوعي).
+      id: Situs web khusus proyek (didanai hibah, tematik).
+      zh: 项目专用网站（资助资助，专题性）。
+    structured_aliases:
+    - literal_form: projectwebsite-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Projektwebsite-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de site web de projet
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de sitio web de proyecto
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور موقع المشروع
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran situs web proyek
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 项目网站呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - project website
+    - grant-funded
+    - thematic
+    - research project
+    - temporary site
     annotations:
       enum_equivalent: PROJECT_WEBSITE
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   ExhibitionMicrositePresence:
     is_a: DigitalPresenceType
     class_uri: schema:ExhibitionEvent
     description: Temporary exhibition website/portal.
+    alt_descriptions:
+      nl: Tijdelijke tentoonstellingswebsite of -portaal.
+      de: Temporäre Ausstellungswebsite oder -portal.
+      fr: Site web ou portail d'exposition temporaire.
+      es: Sitio web o portal de exposición temporal.
+      ar: موقع أو بوابة معرض مؤقت.
+      id: Situs web atau portal pameran sementara.
+      zh: 临时展览网站或门户。
+    structured_aliases:
+    - literal_form: tentoonstellingsmicrosite-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Ausstellungs-Microsite-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de microsite d'exposition
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de micrositio de exposición
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور الموقع المصغر للمعرض
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran micrositus pameran
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 展览微型网站呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - exhibition microsite
+    - temporary website
+    - exhibition portal
+    - event website
+    - curated content
     annotations:
       enum_equivalent: EXHIBITION_MICROSITE
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   MobileAppPresence:
     is_a: DigitalPresenceType
     class_uri: schema:MobileApplication
     description: Native or hybrid mobile application.
+    alt_descriptions:
+      nl: Native of hybride mobiele applicatie.
+      de: Native oder hybride mobile Anwendung.
+      fr: Application mobile native ou hybride.
+      es: Aplicación móvil nativa o híbrida.
+      ar: تطبيق محمول أصلي أو هجين.
+      id: Aplikasi seluler native atau hibrid.
+      zh: 原生或混合移动应用程序。
+    structured_aliases:
+    - literal_form: mobiele app-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: mobile App-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence d'application mobile
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de aplicación móvil
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور تطبيق الهاتف المحمول
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran aplikasi seluler
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 移动应用程序呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - mobile app
+    - native application
+    - hybrid app
+    - smartphone
+    - tablet application
     annotations:
       enum_equivalent: MOBILE_APP
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   LearningPlatformPresence:
     is_a: DigitalPresenceType
     class_uri: schema:LearningResource
     description: Learning management system or educational platform.
+    alt_descriptions:
+      nl: Leerbeheersysteem of educatief platform.
+      de: Lernmanagementsystem oder Bildungsplattform.
+      fr: Système de gestion de l'apprentissage ou plateforme éducative.
+      es: Sistema de gestión de aprendizaje o plataforma educativa.
+      ar: نظام إدارة التعلم أو منصة تعليمية.
+      id: Sistem manajemen pembelajaran atau platform pendidikan.
+      zh: 学习管理系统或教育平台。
+    structured_aliases:
+    - literal_form: leerplatform-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Lernplattform-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de plateforme d'apprentissage
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de plataforma de aprendizaje
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور منصة التعلم
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran platform pembelajaran
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 学习平台呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - learning platform
+    - educational
+    - LMS
+    - online learning
+    - educational resources
     annotations:
       enum_equivalent: LEARNING_PLATFORM
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   VirtualTourPresence:
     is_a: DigitalPresenceType
     class_uri: schema:VirtualLocation
     description: 360-degree or immersive virtual tour experience.
+    alt_descriptions:
+      nl: 360-graden of immersieve virtuele tour-ervaring.
+      de: 360-Grad- oder immersive virtuelle Tour-Erfahrung.
+      fr: Visite virtuelle à 360 degrés ou expérience immersive.
+      es: Experiencia de tour virtual de 360 grados o inmersiva.
+      ar: تجولة افتراضية بزاوية 360 درجة أو تجربة غامرة.
+      id: Pengalaman tur virtual 360 derajat atau imersif.
+      zh: 360度或沉浸式虚拟游览体验。
+    structured_aliases:
+    - literal_form: virtuele tour-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: virtuelle Tour-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de visite virtuelle
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de tour virtual
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور الجولة الافتراضية
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran tur virtual
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 虚拟游览呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - virtual tour
+    - 360-degree
+    - immersive
+    - VR experience
+    - digital exploration
     annotations:
       enum_equivalent: VIRTUAL_TOUR
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   SocialMediaPresence:
     is_a: DigitalPresenceType
     class_uri: foaf:OnlineAccount
     description: Social media profile on third-party platform.
+    alt_descriptions:
+      nl: Sociale-mediaprofiel op extern platform.
+      de: Social-Media-Profil auf einer Drittanbieter-Plattform.
+      fr: Profil de médias sociaux sur une plateforme tierce.
+      es: Perfil de redes sociales en plataforma de terceros.
+      ar: ملف تعريف وسائل التواصل الاجتماعي على منصة خارجية.
+      id: Profil media sosial di platform pihak ketiga.
+      zh: 第三方平台上的社交媒体档案。
+    structured_aliases:
+    - literal_form: sociale media-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Social-Media-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence sur les médias sociaux
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia en redes sociales
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور وسائل التواصل الاجتماعي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran media sosial
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 社交媒体呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - social media
+    - profile
+    - third-party platform
+    - online community
+    - engagement channel
     annotations:
       enum_equivalent: SOCIAL_MEDIA
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   MessagingServicePresence:
     is_a: DigitalPresenceType
     class_uri: schema:Message
     description: Messaging/chat service presence.
+    alt_descriptions:
+      nl: Berichten- of chatservice-aanwezigheid.
+      de: Nachrichten- oder Chat-Service-Präsenz.
+      fr: Présence sur service de messagerie ou de chat.
+      es: Presencia en servicio de mensajería o chat.
+      ar: حضور خدمة المراسلة أو الدردشة.
+      id: Kehadiran layanan pesan atau obrolan.
+      zh: 消息或聊天服务呈现。
+    structured_aliases:
+    - literal_form: berichtenservice-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Messaging-Service-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de service de messagerie
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de servicio de mensajería
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور خدمة المراسلة
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran layanan perpesan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 消息服务呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - messaging service
+    - chat
+    - communication channel
+    - instant messaging
+    - customer service
     annotations:
       enum_equivalent: MESSAGING_SERVICE
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   MetaversePresence:
     is_a: DigitalPresenceType
     class_uri: schema:VirtualLocation
     description: Presence in metaverse or virtual world platform.
+    alt_descriptions:
+      nl: Aanwezigheid in metaverse of virtueel wereldplatform.
+      de: Präsenz in der Metaverse oder virtuellen Welt-Plattform.
+      fr: Présence dans le métavers ou sur une plateforme de monde virtuel.
+      es: Presencia en metaverso o plataforma de mundo virtual.
+      ar: حضور في الميتافيرس أو منصة العالم الافتراضي.
+      id: Kehadiran di metaverse atau platform dunia virtual.
+      zh: 在元宇宙或虚拟世界平台中的呈现。
+    structured_aliases:
+    - literal_form: metaverse-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Metaverse-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence dans le métavers
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia en metaverso
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور الميتافيرس
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran metaverse
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 元宇宙呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - metaverse
+    - virtual world
+    - immersive platform
+    - digital environment
+    - VR space
     annotations:
       enum_equivalent: METAVERSE_PRESENCE
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   ArchivedWebsitePresence:
     is_a: DigitalPresenceType
     class_uri: hc:ArchivedWebsitePresence
     close_mappings:
     - schema:WebPage
     description: Historical/archived website preserved in web archive.
+    alt_descriptions:
+      nl: Historisch/gearchiveerde website bewaard in webarchief.
+      de: Historische/archivierte Website, die im Webarchiv bewahrt wird.
+      fr: Site web historique/archivé préservé dans une archive web.
+      es: Sitio web histórico/archivado preservado en archivo web.
+      ar: موقع ويب تاريخي/مؤرشف محفوظ في أرشيف الويب.
+      id: Situs web bersejarah/terarsip yang dilestarikan di arsip web.
+      zh: 保存在网络档案中的历史/存档网站。
+    structured_aliases:
+    - literal_form: gearchiveerde website-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: archivierte Website-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de site web archivé
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de sitio web archivado
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور الموقع المؤرشف
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran situs web terarsip
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 存档网站呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - archived website
+    - web archive
+    - historical site
+    - preserved content
+    - digital heritage
     annotations:
       enum_equivalent: ARCHIVED_WEBSITE
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   IoTBeaconPresence:
     is_a: DigitalPresenceType
     class_uri: schema:Thing
     description: Bluetooth/NFC beacon for location-based services.
+    alt_descriptions:
+      nl: Bluetooth/NFC-baken voor locatiegebaseerde diensten.
+      de: Bluetooth/NFC-Beacon für standortbasierte Dienste.
+      fr: Balise Bluetooth/NFC pour les services basés sur la localisation.
+      es: Baliza Bluetooth/NFC para servicios basados en ubicación.
+      ar: منارة بلوتوث/NFC للخدمات القائمة على الموقع.
+      id: Beacon Bluetooth/NFC untuk layanan berbasis lokasi.
+      zh: 用于基于位置服务的蓝牙/NFC信标。
+    structured_aliases:
+    - literal_form: IoT-baken-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: IoT-Beacon-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de balise IoT
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de baliza IoT
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور منارة إنترنت الأشياء
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran beacon IoT
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 物联网信标呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - IoT beacon
+    - Bluetooth
+    - NFC
+    - location-based service
+    - proximity technology
     annotations:
       enum_equivalent: IOT_BEACON
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   IoTKioskPresence:
     is_a: DigitalPresenceType
     class_uri: schema:Thing
     description: Interactive kiosk or touch screen display.
+    alt_descriptions:
+      nl: Interactieve kiosk of touchscreenscherm.
+      de: Interaktiver Kiosk oder Touchscreen-Display.
+      fr: Kiosque interactif ou écran tactile.
+      es: Quiosco interactivo o pantalla táctil.
+      ar: كشك تفاعلي أو شاشة تعمل باللمس.
+      id: Kios interaktif atau tampilan layar sentuh.
+      zh: 交互式信息亭或触摸屏显示器。
+    structured_aliases:
+    - literal_form: IoT-kiosk-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: IoT-Kiosk-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de kiosque IoT
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de quiosco IoT
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور كشك إنترنت الأشياء
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran kios IoT
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 物联网信息亭呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - IoT kiosk
+    - interactive display
+    - touch screen
+    - on-site technology
+    - visitor engagement
     annotations:
       enum_equivalent: IOT_KIOSK
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   IoTSensorPresence:
     is_a: DigitalPresenceType
     class_uri: schema:Thing
     description: Environmental or monitoring sensor.
+    alt_descriptions:
+      nl: Omgevings- of monitorsensor.
+      de: Umwelt- oder Überwachungssensor.
+      fr: Capteur environnemental ou de surveillance.
+      es: Sensor ambiental o de monitoreo.
+      ar: مستشعر بيئي أو مراقبة.
+      id: Sensor lingkungan atau pemantauan.
+      zh: 环境或监测传感器。
+    structured_aliases:
+    - literal_form: IoT-sensor-aanwezigheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: IoT-Sensor-Präsenz
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: présence de capteur IoT
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: presencia de sensor IoT
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حضور مستشعر إنترنت الأشياء
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: kehadiran sensor IoT
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 物联网传感器呈现
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - IoT sensor
+    - environmental monitoring
+    - data collection
+    - smart device
+    - sensor network
     annotations:
       enum_equivalent: IOT_SENSOR
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DimArchivesRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DimArchivesRecordSetType.yaml
index b170462ef9..85253636b2 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DimArchivesRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DimArchivesRecordSetType.yaml
@@ -49,3 +49,9 @@ classes:
       dual_class_pattern: collection_type
       specificity_score: 0.7
       specificity_rationale: Type taxonomy class
+    keywords:
+    - restricted access
+    - documentary aggregation
+    - limited availability
+    - access policy
+    - taxonomic category
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DiocesanArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DiocesanArchiveRecordSetType.yaml
index 1b0feb72b9..e280aa44b8 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DiocesanArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DiocesanArchiveRecordSetType.yaml
@@ -33,6 +33,11 @@ classes:
     - {literal_form: نوع مجموعة سجلات أرشيف الأبرشية, in_language: ar}
     - {literal_form: jenis set catatan arsip keuskupan, in_language: id}
     - {literal_form: 教区档案记录集类型, in_language: zh}
+    keywords:
+    - ecclesiastical repository
+    - diocesan records
+    - documentary aggregation
+    - church archives
     broad_mappings:
     - skos:Concept
     - rico:RecordSetType
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DispositionServiceType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DispositionServiceType.yaml
index 6ff1d2bef1..4408fc8733 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DispositionServiceType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DispositionServiceType.yaml
@@ -32,40 +32,141 @@ classes:
       zh: >-
         应用于记录和材料的生命周期终结处理服务的抽象分类。
     structured_aliases:
-      nl:
-        - afvoerdiensttype
-        - beschikkingsservice
-      de:
-        - Entsorgungsdiensttyp
-        - Dispositionsdienst
-      fr:
-        - type de service d'élimination
-        - service de disposition
-      es:
-        - tipo de servicio de disposición
-        - servicio de eliminación
-      ar:
-        - نوع خدمة التخلص
-        - خدمة التصرف
-      id:
-        - jenis layanan disposisi
-        - layanan pembuangan
-      zh:
-        - 处置服务类型
-        - 处理服务
-    keywords:
-      - disposition
-      - records management
-      - lifecycle
-      - retention
-      - destruction
-      - transfer
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-    - has_description
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
+
+      - literal_form: afvoerdiensttype
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: beschikkingsservice
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Entsorgungsdiensttyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Dispositionsdienst
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type de service d'élimination
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: service de disposition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de servicio de disposición
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: servicio de eliminación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع خدمة التخلص
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: خدمة التصرف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis layanan disposisi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: layanan pembuangan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 处置服务类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 处理服务
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: disposition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: records management
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: lifecycle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: retention
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: destruction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: transfer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DissolutionEvent.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DissolutionEvent.yaml
index a456c4cd55..3bf2a6f877 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DissolutionEvent.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DissolutionEvent.yaml
@@ -31,43 +31,135 @@ classes:
       zh: >-
         标志组织终止及其法律存在终结的正式事件。
     structured_aliases:
-      nl:
-        - ontbindingsevenement
-        - beëindigingsgebeurtenis
-      de:
-        - Auflösungsereignis
-        - Beendigungsereignis
-      fr:
-        - événement de dissolution
-        - événement de clôture
-      es:
-        - evento de disolución
-        - evento de cierre
-      ar:
-        - حدث الحل
-        - حدث الإغلاق
-      id:
-        - peristiwa pembubaran
-        - peristiwa penutupan
-      zh:
-        - 解散事件
-        - 终止事件
-    keywords:
-      - dissolution
-      - termination
-      - closure
-      - organization end
-      - legal cessation
-    broad_mappings:
-      - org:ChangeEvent
-    related_mappings:
-      - prov:Activity
-    slots:
-    - temporal_extent
-    slot_usage:
-      temporal_extent:
-        range: TimeSpan
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
+
+      - literal_form: ontbindingsevenement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: beëindigingsgebeurtenis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Auflösungsereignis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Beendigungsereignis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: événement de dissolution
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: événement de clôture
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: evento de disolución
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: evento de cierre
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حدث الحل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: حدث الإغلاق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: peristiwa pembubaran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: peristiwa penutupan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 解散事件
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 终止事件
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dissolution
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: termination
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: closure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: organization end
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: legal cessation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: org:ChangeEvent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DocumentFormat.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DocumentFormat.yaml
index 892c60cd88..08b73def9d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DocumentFormat.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DocumentFormat.yaml
@@ -33,41 +33,141 @@ classes:
       zh: >-
         描述文档资源的技术格式和媒体类型的受控编码规范。
     structured_aliases:
-      nl:
-        - documentformaat
-        - bestandstype
-      de:
-        - Dokumentenformat
-        - Dateityp
-      fr:
-        - format de document
-        - type de fichier
-      es:
-        - formato de documento
-        - tipo de archivo
-      ar:
-        - تنسيق المستند
-        - نوع الملف
-      id:
-        - format dokumen
-        - tipe file
-      zh:
-        - 文档格式
-        - 文件类型
-    keywords:
-      - document format
-      - media type
-      - file format
-      - encoding specification
-      - content type
-    broad_mappings:
-    - dcterms:MediaType
-    close_mappings:
-    - skos:Concept
-    slots:
-    - has_label
-    - has_description
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
+
+      - literal_form: documentformaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: bestandstype
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Dokumentenformat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Dateityp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: format de document
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: type de fichier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: formato de documento
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: tipo de archivo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تنسيق المستند
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: نوع الملف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: format dokumen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: tipe file
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 文档格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 文件类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: document format
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: media type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: file format
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: encoding specification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: content type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcterms:MediaType
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DocumentTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DocumentTypes.yaml
index ccc5080d68..ba51e3a833 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DocumentTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DocumentTypes.yaml
@@ -15,36 +15,164 @@ classes:
   NotarialDeed:
     is_a: DocumentType
     class_uri: hc:NotarialDeed
-    description: A formal document executed by a notary public.
+    description: >-
+      Formal legal instrument executed and authenticated by a licensed notary public.
+    alt_descriptions:
+      nl: Formeel juridisch instrument opgesteld en geauthenticeerd door een beëdigd notaris.
+      de: Formelles Rechtsinstrument, das von einem zugelassenen Notar erstellt und beglaubigt wurde.
+      fr: Acte juridique formel établi et authentifié par un notaire assermenté.
+      es: Instrumento legal formal ejecutado y autenticado por un notario público autorizado.
+      ar: وثيقة قانونية رسمية تم تنفيذها ومصادقتها من قبل كاتب عدل مرخص.
+      id: Instrumen hukum formal yang dibuat dan diautentikasi oleh notaris berlisensi.
+      zh: 由持牌公证员执行和认证的正式法律文书。
+    structured_aliases:
+      - literal_form: NotariëleAkte
+        in_language: nl
+      - literal_form: NotarielleUrkunde
+        in_language: de
+      - literal_form: ActeNotarié
+        in_language: fr
+      - literal_form: EscrituraNotarial
+        in_language: es
+      - literal_form: عقد عدلي
+        in_language: ar
+      - literal_form: AktaNotaris
+        in_language: id
+      - literal_form: 公证契约
+        in_language: zh
+    keywords:
+      - notarial deed
+      - notary
+      - legal document
+      - notarized
+      - authentication
     annotations:
       specificity_score: 0.1
       specificity_rationale: Generic utility class/slot created during migration
       custodian_types: '[''*'']'
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:CreativeWork
     close_mappings:
     - foaf:Document
   Bylaws:
     is_a: DocumentType
     class_uri: hc:Bylaws
-    description: Rulebook or guidelines for an organization.
+    description: >-
+      Regulatory document establishing operational rules and governance procedures for an organization.
+    alt_descriptions:
+      nl: Reglementair document dat operationele regels en governanceprocedures voor een organisatie vastlegt.
+      de: Regulatorisches Dokument, das Betriebsregeln und Governance-Verfahren für eine Organisation festlegt.
+      fr: Document réglementaire établissant les règles opérationnelles et les procédures de gouvernance d'une organisation.
+      es: Documento normativo que establece reglas operativas y procedimientos de gobernanza para una organización.
+      ar: وثيقة تنظيمية تحدد القواعد التشغيلية وإجراءات الحوكمة لمنظمة ما.
+      id: Dokumen regulasi yang menetapkan aturan operasional dan prosedur tata kelola untuk suatu organisasi.
+      zh: 为组织建立运营规则和治理程序的规范性文件。
+    structured_aliases:
+      - literal_form: Statuten
+        in_language: nl
+      - literal_form: Satzung
+        in_language: de
+      - literal_form: Statuts
+        in_language: fr
+      - literal_form: Estatutos
+        in_language: es
+      - literal_form: النظام الأساسي
+        in_language: ar
+      - literal_form: AnggaranDasar
+        in_language: id
+      - literal_form: 章程
+        in_language: zh
+    keywords:
+      - bylaws
+      - statutes
+      - regulations
+      - governance
+      - organizational rules
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:CreativeWork
     close_mappings:
     - foaf:Document
   Charter:
     is_a: DocumentType
     class_uri: hc:Charter
-    description: A document granting rights or privileges.
+    description: >-
+      Formal instrument granting rights, privileges, or authority to an entity or individual.
+    alt_descriptions:
+      nl: Formeel instrument dat rechten, privileges of bevoegdheid verleent aan een entiteit of persoon.
+      de: Formelles Instrument, das einer Einheit oder Person Rechte, Privilegien oder Befugnisse gewährt.
+      fr: Instrument formel accordant des droits, privilèges ou autorité à une entité ou un individu.
+      es: Instrumento formal que otorga derechos, privilegios o autoridad a una entidad o individuo.
+      ar: وثيقة رسمية تمنح حقوقًا أو امتيازات أو سلطة لكيان أو فرد.
+      id: Instrumen formal yang memberikan hak, hak istimewa, atau wewenang kepada entitas atau individu.
+      zh: 授予实体或个人权利、特权或权限的正式文书。
+    structured_aliases:
+      - literal_form: Handvest
+        in_language: nl
+      - literal_form: Charta
+        in_language: de
+      - literal_form: Charte
+        in_language: fr
+      - literal_form: Carta
+        in_language: es
+      - literal_form: ميثاق
+        in_language: ar
+      - literal_form: Piagam
+        in_language: id
+      - literal_form: 特许状
+        in_language: zh
+    keywords:
+      - charter
+      - privilege
+      - grant
+      - rights
+      - historical document
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:CreativeWork
     close_mappings:
     - foaf:Document
   MemorandumOfAssociation:
     is_a: DocumentType
     class_uri: hc:MemorandumOfAssociation
-    description: Legal document setting up a company.
+    description: >-
+      Founding document defining the legal constitution and objectives of a corporate entity.
+    alt_descriptions:
+      nl: Oprichtingsdocument dat de juridische constitutie en doelstellingen van een rechtspersoon definieert.
+      de: Gründungsdokument, das die rechtliche Verfassung und Ziele einer Körperschaft definiert.
+      fr: Document fondateur définissant la constitution juridique et les objectifs d'une entité corporative.
+      es: Documento fundacional que define la constitución legal y los objetivos de una entidad corporativa.
+      ar: وثيقة تأسيسية تحدد الدستور القانوني وأهداف الكيان المؤسسي.
+      id: Dokumen pendirian yang mendefinisikan konstitusi hukum dan tujuan entitas korporat.
+      zh: 定义公司实体法律章程和目标的成立文件。
+    structured_aliases:
+      - literal_form: Oprichtingsakte
+        in_language: nl
+      - literal_form: Gesellschaftsvertrag
+        in_language: de
+      - literal_form: StatutsConstitutifs
+        in_language: fr
+      - literal_form: EscrituraDeConstitución
+        in_language: es
+      - literal_form: عقد التأسيس
+        in_language: ar
+      - literal_form: AktaPendirian
+        in_language: id
+      - literal_form: 公司章程
+        in_language: zh
+    keywords:
+      - memorandum of association
+      - founding document
+      - articles of incorporation
+      - corporate charter
+      - company formation
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:CreativeWork
     close_mappings:
     - foaf:Document
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Documentation.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Documentation.yaml
index cdc63d051f..2af769f27c 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Documentation.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Documentation.yaml
@@ -36,54 +36,180 @@ classes:
       zh: >-
         描述平台界面、操作程序或用户实施指南的技术参考资料。
     structured_aliases:
-      nl:
-        - documentatie
-        - technische handleiding
-      de:
-        - Dokumentation
-        - technische Anleitung
-      fr:
-        - documentation
-        - guide technique
-      es:
-        - documentación
-        - guía técnica
-      ar:
-        - التوثيق
-        - الدليل الفني
-      id:
-        - dokumentasi
-        - panduan teknis
-      zh:
-        - 文档
-        - 技术指南
-    keywords:
-      - documentation
-      - technical guide
-      - API reference
-      - user manual
-      - operational guide
-    broad_mappings:
-      - schema:CreativeWork
-    close_mappings:
-      - foaf:Document
-      - schema:TechArticle
-      - crm:E73_Information_Object
-    related_mappings:
-      - dcterms:references
-    slots:
-    - has_label
-    - has_description
-    - identified_by
-    - temporal_extent
-    slot_usage:
-      identified_by:
-        range: uri
-        required: true
-        identifier: true
-        examples:
-        - value: https://data.rijksmuseum.nl/object-metadata/api/
-      has_label:
+
+      - literal_form: documentatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: technische handleiding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Dokumentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: technische Anleitung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: documentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: guide technique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: documentación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: guía técnica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: التوثيق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الدليل الفني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: dokumentasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: panduan teknis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 文档
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 技术指南
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: documentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: technical guide
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: API reference
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: user manual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: operational guide
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:CreativeWork
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: foaf:Document
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:TechArticle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E73_Information_Object
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcterms:references
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: https://data.rijksmuseum.nl/object-metadata/api/
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
 #         range: string
         examples:
         - value: API Reference Documentation
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DocumentationCentre.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DocumentationCentre.yaml
index 44862b2be6..77eefe9ffd 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DocumentationCentre.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DocumentationCentre.yaml
@@ -33,62 +33,201 @@ classes:
       zh: >-
         专门收集、整理和提供特定主题或历史事件文献研究访问的机构。
     structured_aliases:
-      nl:
-        - documentatiecentrum
-        - informatiecentrum
-      de:
-        - Dokumentationszentrum
-        - Dokumentationsstelle
-      fr:
-        - centre de documentation
-        - centre de ressources
-      es:
-        - centro de documentación
-        - centro de recursos
-      ar:
-        - مركز التوثيق
-        - مركز المعلومات
-      id:
-        - pusat dokumentasi
-        - pusat informasi
-      zh:
-        - 文献中心
-        - 资料馆
-    keywords:
-      - documentation centre
-      - specialized repository
-      - research facility
-      - information center
-      - thematic archive
-    is_a: ArchiveOrganizationType
-    class_uri: skos:Concept
-    broad_mappings:
-    - schema:Organization
-    - skos:Concept
-    close_mappings:
-    - rico:CorporateBody
-    slots:
-    - has_type
-    - has_score
-    - identified_by
-    slot_usage:
-      identified_by:
-      has_type:
-        equals_string: DocumentationCentre
-    annotations:
-      skos:prefLabel: Documentation Centre
-      skos:altLabel: "Dokumentationszentrum, centro de documentaci\xF3n, centre de documentation, Documentation Center"
-      custodian_function: documentation and research
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
-    see_also:
-    - ResearchCenter
-    - SpecializedArchive
-    - MemorialArchive
-    comments:
-    - Dokumentationszentrum (de)
-    - "centro de documentaci\xF3n (es)"
-    - centre de documentation (fr)
-    - Often combines archive, library, and museum functions
-    - Frequently associated with memorial sites and human rights documentation
+
+      - literal_form: documentatiecentrum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: informatiecentrum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Dokumentationszentrum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Dokumentationsstelle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: centre de documentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: centre de ressources
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: centro de documentación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: centro de recursos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مركز التوثيق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: مركز المعلومات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pusat dokumentasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: pusat informasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 文献中心
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 资料馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: documentation centre
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: specialized repository
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: research facility
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: information center
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: thematic archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:CorporateBody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ResearchCenter
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: SpecializedArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MemorialArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Dokumentationszentrum (de)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "centro de documentaci\xF3n (es)"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: centre de documentation (fr)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Often combines archive, library, and museum functions
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Frequently associated with memorial sites and human rights documentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DocumentationSource.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DocumentationSource.yaml
index 5471754566..746c7c6c11 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DocumentationSource.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DocumentationSource.yaml
@@ -32,40 +32,141 @@ classes:
       zh: >-
         为描述性、技术性或历史信息提供证据支持或归属的引用参考。
     structured_aliases:
-      nl:
-        - documentatiebron
-        - bibliografische verwijzing
-      de:
-        - Dokumentationsquelle
-        - Literaturangabe
-      fr:
-        - source documentaire
-        - référence bibliographique
-      es:
-        - fuente documental
-        - referencia bibliográfica
-      ar:
-        - مصدر التوثيق
-        - مرجع ببليوغرافي
-      id:
-        - sumber dokumentasi
-        - referensi bibliografi
-      zh:
-        - 文献来源
-        - 参考文献引用
-    keywords:
-      - documentation
-      - citation
-      - reference
-      - bibliography
-      - evidence
-      - attribution
-    broad_mappings:
-    - schema:CreativeWork
-    slots:
-    - has_label
-    - has_url
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
+
+      - literal_form: documentatiebron
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: bibliografische verwijzing
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Dokumentationsquelle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Literaturangabe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: source documentaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: référence bibliographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: fuente documental
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: referencia bibliográfica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مصدر التوثيق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: مرجع ببليوغرافي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: sumber dokumentasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: referensi bibliografi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 文献来源
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 参考文献引用
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: documentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: citation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: reference
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: bibliography
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: evidence
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: attribution
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:CreativeWork
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DomainType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DomainType.yaml
index d5abf67d75..8b825fc7ff 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DomainType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DomainType.yaml
@@ -31,40 +31,141 @@ classes:
       zh: >-
         藏品涵盖的主题类别、主题领域和知识领域的抽象分类。
     structured_aliases:
-      nl:
-        - domeintype
-        - vakgebied
-      de:
-        - Domänentyp
-        - Fachgebiet
-      fr:
-        - type de domaine
-        - domaine thématique
-      es:
-        - tipo de dominio
-        - área temática
-      ar:
-        - نوع المجال
-        - المجال الموضوعي
-      id:
-        - jenis domain
-        - bidang tematik
-      zh:
-        - 领域类型
-        - 主题领域
-    keywords:
-      - domain
-      - subject area
-      - thematic category
-      - knowledge domain
-      - discipline
-    broad_mappings:
-      - skos:Concept
-    slots:
-      - identified_by
-      - has_label
-      - has_description
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
+
+      - literal_form: domeintype
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: vakgebied
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Domänentyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Fachgebiet
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type de domaine
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: domaine thématique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de dominio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: área temática
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع المجال
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: المجال الموضوعي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis domain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: bidang tematik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 领域类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 主题领域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: domain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: subject area
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: thematic category
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: knowledge domain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: discipline
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DomainTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DomainTypes.yaml
index 3926321cf4..b7231cabf8 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DomainTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DomainTypes.yaml
@@ -11,39 +11,398 @@ classes:
   HeritageDomain:
     is_a: DomainType
     description: >-
-      Domain category for cultural heritage stewardship, interpretation, and
-      collection practices.
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - skos:Concept
-  ArchivesDomain:
-    is_a: DomainType
-    description: >-
-      Domain category for records management, archival arrangement, and
-      documentary preservation.
-    broad_mappings:
-    - skos:Concept
-  LibraryDomain:
-    is_a: DomainType
-    description: >-
-      Domain category for bibliographic control, lending services, and library
-      resource management.
-    broad_mappings:
-    - skos:Concept
-  MuseumDomain:
-    is_a: DomainType
-    description: >-
-      Domain category for object curation, exhibition interpretation, and
-      collection care.
-    broad_mappings:
-    - skos:Concept
-  ResearchDomain:
-    is_a: DomainType
-    description: >-
-      Domain category for scholarly inquiry, evidence synthesis, and research
-      data production.
-    broad_mappings:
-    - skos:Concept
+      Domain category for cultural heritage stewardship, interpretation, and collection practices.
+    alt_descriptions:
+      nl: >-
+        Domeincategorie voor cultureel erfgoedbeheer, interpretatie en collectiepraktijken.
+      de: >-
+        Domänenkategorie für kulturelles Erbe-Management, Interpretation und Sammlungspraktiken.
+      fr: >-
+        Catégorie de domaine pour la gestion du patrimoine culturel, l'interprétation et les pratiques de collection.
+      es: >-
+        Categoría de dominio para la gestión del patrimonio cultural, la interpretación y las prácticas de colección.
+      ar: >-
+        فئة المجال لإدارة التراث الثقافي والتفسير وممارسات التجميع.
+      id: >-
+        Kategori domain untuk pengelolaan warisan budaya, interpretasi, dan praktik koleksi.
+      zh: >-
+        文化遗产管理、解释和收藏实践的领域类别。
+    structured_aliases:
+
+      - literal_form: ErfgoedDomein
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ErbeDomäne
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: DomainePatrimoine
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: DominioPatrimonio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجال التراث
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: DomainWarisan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 遗产领域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ArchiefDomein
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ArchivDomäne
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: DomaineArchives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: DominioArchivos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجال الأرشيف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: DomainArsip
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 档案领域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: BibliotheekDomein
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: BibliotheksDomäne
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: DomaineBibliothèque
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: DominioBiblioteca
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجال المكتبة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: DomainPerpustakaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 图书馆领域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MuseumDomein
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: MuseumsDomäne
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: DomaineMusée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: DominioMuseo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجال المتحف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: DomainMuseum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 博物馆领域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OnderzoekDomein
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ForschungsDomäne
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: DomaineRecherche
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: DominioInvestigación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجال البحث
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: DomainPenelitian
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 研究领域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/DualClassLink.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/DualClassLink.yaml
index d8787349ff..c49e51c433 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/DualClassLink.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/DualClassLink.yaml
@@ -29,15 +29,45 @@ classes:
       zh: >-
         表示组织层面和记录集层面类结构之间对应关系的关系节点。
     structured_aliases:
-      nl: DubbeleKlasseLink
-      de: DoppelteKlassenVerknüpfung
-      fr: LienDoubleClasse
-      es: EnlaceDeClaseDual
-      ar: رابط الفئة المزدوجة
-      id: TautanKelasGanda
-      zh: 双类链接
-    annotations:
-      custodian_types: '["*"]'
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-    slots: []
+
+      - literal_form: DubbeleKlasseLink
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: DoppelteKlassenVerknüpfung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: LienDoubleClasse
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: EnlaceDeClaseDual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رابط الفئة المزدوجة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: TautanKelasGanda
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 双类链接
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/EconomicArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/EconomicArchiveRecordSetType.yaml
index cd2f89ce7d..bcc0375426 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/EconomicArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/EconomicArchiveRecordSetType.yaml
@@ -39,9 +39,37 @@ classes:
         dokumentasi aktivitas ekonomi.
       zh: >-
         用于聚合商业记录、商务通信和经济活动文档的分类法节点。
+    structured_aliases:
+      - literal_form: type commerciële archiefstukken
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Typ kommerzieller Archivunterlagen
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: type de dossiers commerciaux
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: tipo de registros comerciales
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: نوع السجلات التجارية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: tipe catatan komersial
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 商业档案记录类型
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - commercial records
+      - business correspondence
+      - economic documentation
+      - trade archives
     broad_mappings:
       - rico:RecordSetType
       - skos:Concept
+      - crm:E55_Type
     related_mappings:
       - wd:Q27032167
     slots:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/EncompassingBodyTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/EncompassingBodyTypes.yaml
index 236e3776ac..b9c0d58bda 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/EncompassingBodyTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/EncompassingBodyTypes.yaml
@@ -63,6 +63,35 @@ classes:
     is_a: EncompassingBody
     class_uri: hc:UmbrellaOrganisation
     description: Formal parent body with legal governance authority over member custodians.
+    alt_descriptions:
+      nl: Formele bovenliggende organisatie met wettelijk bestuursgezag over lid-instellingen.
+      de: Formale Dachorganisation mit rechtlicher Regierungsbefugnis über Mitglieder.
+      fr: Organisation parente formelle avec autorité de gouvernance légale sur les membres.
+      es: Organización matriz formal con autoridad de gobernanza legal sobre miembros.
+      ar: منظمة أم رسمية ذات سلطة حوكمة قانونية على الأعضاء.
+      id: Organisasi induk formal dengan otoritas tata kelola hukum atas anggota.
+      zh: 对成员拥有法律治理权的正式上级组织。
+    structured_aliases:
+    - literal_form: koepelorganisatie
+      in_language: nl
+    - literal_form: Dachorganisation
+      in_language: de
+    - literal_form: organisation faîtière
+      in_language: fr
+    - literal_form: organización paraguas
+      in_language: es
+    - literal_form: منظمة جامعة
+      in_language: ar
+    - literal_form: organisasi payung
+      in_language: id
+    - literal_form: 伞形组织
+      in_language: zh
+    keywords:
+    - umbrella
+    - governance
+    - parent
+    - authority
+    - legal
     slot_usage:
       has_type:
         range: EncompassingBodyTypeEnum
@@ -140,6 +169,35 @@ classes:
     is_a: EncompassingBody
     class_uri: hc:NetworkOrganisation
     description: Service-coordination network delivering shared capabilities under collaborative agreements.
+    alt_descriptions:
+      nl: Dienstverlenend netwerk dat gezamenlijke mogelijkheden levert onder samenwerkingsovereenkomsten.
+      de: Dienstleistungskoordinationsnetzwerk mit gemeinsam genutzten Fähigkeiten.
+      fr: Réseau de coordination de services fournissant des capacités partagées.
+      es: Red de coordinación de servicios que proporciona capacidades compartidas.
+      ar: شبكة تنسيق خدمات توفر قدرات مشتركة.
+      id: Jaringan koordinasi layanan yang menyediakan kapabilitas bersama.
+      zh: 根据合作协议提供共享能力的服务协调网络。
+    structured_aliases:
+    - literal_form: netwerkorganisatie
+      in_language: nl
+    - literal_form: Netzwerkorganisation
+      in_language: de
+    - literal_form: organisation réseau
+      in_language: fr
+    - literal_form: organización en red
+      in_language: es
+    - literal_form: منظمة شبكية
+      in_language: ar
+    - literal_form: organisasi jaringan
+      in_language: id
+    - literal_form: 网络组织
+      in_language: zh
+    keywords:
+    - network
+    - service
+    - coordination
+    - collaborative
+    - shared
     slot_usage:
       has_type:
         range: EncompassingBodyTypeEnum
@@ -199,6 +257,35 @@ classes:
     is_a: EncompassingBody
     class_uri: hc:Consortium
     description: Peer collaboration body where members provide reciprocal support under shared agreements.
+    alt_descriptions:
+      nl: Samenwerkingsverband waar leden wederzijdse steun verlenen onder gedeelde overeenkomsten.
+      de: Peer-Kollaborationsorganisation mit gegenseitiger Unterstützung.
+      fr: Organisation de collaboration entre pairs avec soutien réciproque.
+      es: Organismo de colaboración entre pares con apoyo recíproco.
+      ar: هيئة تعاون بين الأقران مع دعم متبادل.
+      id: Badan kolaborasi sejawat dengan dukungan timbal balik.
+      zh: 成员根据共同协议提供互惠支持的同侪合作机构。
+    structured_aliases:
+    - literal_form: consortium
+      in_language: nl
+    - literal_form: Konsortium
+      in_language: de
+    - literal_form: consortium
+      in_language: fr
+    - literal_form: consorcio
+      in_language: es
+    - literal_form: اتحاد
+      in_language: ar
+    - literal_form: konsorsium
+      in_language: id
+    - literal_form: 联盟
+      in_language: zh
+    keywords:
+    - consortium
+    - peer
+    - reciprocal
+    - collaboration
+    - mutual
     slot_usage:
       has_type:
         range: EncompassingBodyTypeEnum
@@ -255,6 +342,35 @@ classes:
     is_a: EncompassingBody
     class_uri: hc:Cooperative
     description: Member-owned body in which participants co-govern and co-benefit from shared services.
+    alt_descriptions:
+      nl: Door leden eigendom organisatie waarin deelnemers samen besturen en profiteren.
+      de: Mitgliedergetragene Organisation mit gemeinsamer Regierung und Nutzung.
+      fr: Organisation détenue par les membres avec gouvernance et bénéfices partagés.
+      es: Organización propiedad de miembros con gobernanza y beneficios compartidos.
+      ar: منظمة مملوكة للأعضاء بحوكمة ومنافع مشتركة.
+      id: Organisasi milik anggota dengan tata kelola dan manfaat bersama.
+      zh: 成员共同拥有、共同治理并共享利益的合作社组织。
+    structured_aliases:
+    - literal_form: coöperatie
+      in_language: nl
+    - literal_form: Genossenschaft
+      in_language: de
+    - literal_form: coopérative
+      in_language: fr
+    - literal_form: cooperativa
+      in_language: es
+    - literal_form: تعاونية
+      in_language: ar
+    - literal_form: koperasi
+      in_language: id
+    - literal_form: 合作社
+      in_language: zh
+    keywords:
+    - cooperative
+    - member-owned
+    - co-governance
+    - shared
+    - ownership
     slot_usage:
       has_type:
         range: EncompassingBodyTypeEnum
@@ -319,6 +435,35 @@ classes:
     is_a: EncompassingBody
     class_uri: hc:SocialMovement
     description: Values-driven collective with open participation and public-benefit orientation.
+    alt_descriptions:
+      nl: Waardengedreven collectief met open deelname en maatschappelijke oriëntatie.
+      de: Werteorientiertes Kollektiv mit offener Teilnahme und Gemeinwohlorientierung.
+      fr: Collectif axé sur les valeurs avec participation ouverte et intérêt public.
+      es: Colectivo basado en valores con participación abierta y beneficio público.
+      ar: حركة جماعية قيمية بمشاركة مفتوحة ومنفعة عامة.
+      id: Kolektif berbasis nilai dengan partisipasi terbuka dan orientasi manfaat publik.
+      zh: 以价值观为导向、开放参与并致力于公共利益的集体运动。
+    structured_aliases:
+    - literal_form: sociale beweging
+      in_language: nl
+    - literal_form: soziale Bewegung
+      in_language: de
+    - literal_form: mouvement social
+      in_language: fr
+    - literal_form: movimiento social
+      in_language: es
+    - literal_form: حركة اجتماعية
+      in_language: ar
+    - literal_form: gerakan sosial
+      in_language: id
+    - literal_form: 社会运动
+      in_language: zh
+    keywords:
+    - social movement
+    - values
+    - open participation
+    - public benefit
+    - grassroots
     slot_usage:
       has_type:
         range: EncompassingBodyTypeEnum
@@ -383,6 +528,35 @@ classes:
     is_a: EncompassingBody
     class_uri: hc:FundingOrganisation
     description: Grant-making body that allocates financial resources through schemes, calls, and subsidies.
+    alt_descriptions:
+      nl: Subsidieverlenende organisatie die financiële middelen toewijst via regelingen en oproepen.
+      de: Förderorganisation, die Finanzmittel durch Programme und Ausschreibungen vergibt.
+      fr: Organisation de financement allouant des ressources par programmes et appels.
+      es: Organismo financiador que asigna recursos mediante programas y convocatorias.
+      ar: منظمة تمويل تخصص الموارد المالية عبر البرامج والمكالمات.
+      id: Organisasi pendanaan yang mengalokasikan sumber daya melalui skema dan panggilan.
+      zh: 通过计划、征集和补贴分配财政资源的资助机构。
+    structured_aliases:
+    - literal_form: subsidiërende organisatie
+      in_language: nl
+    - literal_form: Förderorganisation
+      in_language: de
+    - literal_form: organisme de financement
+      in_language: fr
+    - literal_form: organización financiadora
+      in_language: es
+    - literal_form: منظمة تمويل
+      in_language: ar
+    - literal_form: organisasi pendanaan
+      in_language: id
+    - literal_form: 资助机构
+      in_language: zh
+    keywords:
+    - funding
+    - grant
+    - subsidy
+    - financial
+    - allocation
     slots:
     - focus_on
     - provide
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/EnvironmentalZoneTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/EnvironmentalZoneTypes.yaml
index e5d40b0c36..c1f821924a 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/EnvironmentalZoneTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/EnvironmentalZoneTypes.yaml
@@ -19,236 +19,1315 @@ classes:
     is_a: EnvironmentalZoneType
     class_uri: hc:ArchiveStandardStorageEnvironment
     description: >-
-      Profile category for stable paper-focused storage with moderate temperature
-      and humidity targets.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: ARCHIVE_STANDARD
-    broad_mappings:
-      - skos:Concept
+      Climate profile for stable paper-based documentary storage with moderate temperature and humidity parameters.
+    alt_descriptions:
+      nl: Klimaatprofiel voor stabiele papiergebaseerde documentaire opslag met gematigde temperatuur- en vochtigheidsparameters.
+      de: Klimaprofil für stabile papierbasierte Dokumentenaufbewahrung mit moderaten Temperatur- und Feuchtigkeitsparametern.
+      fr: Profil climatique pour le stockage stable de documents papier avec des paramètres de température et d'humidité modérés.
+      es: Perfil climático para almacenamiento estable de documentos en papel con parámetros moderados de temperatura y humedad.
+      ar: ملف مناخي للتخزين المستقر للمستندات الورقية مع معلمات معتدلة لدرجة الحرارة والرطوبة.
+      id: Profil iklim untuk penyimpanan dokumen berbasis kertas yang stabil dengan parameter suhu dan kelembaban sedang.
+      zh: 具有适度温度和湿度参数的稳定纸质文档存储气候概况。
+    structured_aliases:
 
-  ColdStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:ColdStorageEnvironment
-    description: >-
-      Profile category for refrigerated storage used to slow chemical decay in
-      vulnerable media.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: COLD_STORAGE
-    broad_mappings:
-      - skos:Concept
+      - literal_form: ArchiefStandaardOpslagOmgeving
 
-  FrozenStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:FrozenStorageEnvironment
-    description: >-
-      Profile category for subzero preservation where long-term stabilization is
-      the primary objective.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: FROZEN_STORAGE
-    broad_mappings:
-      - skos:Concept
+        predicate: EXACT_SYNONYM
 
-  PhotographicStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:PhotographicStorageEnvironment
-    description: >-
-      Profile category optimized for photographic materials with strict control of
-      temperature, humidity, and light exposure.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: PHOTOGRAPHIC
-    broad_mappings:
-      - skos:Concept
+        in_language: nl
 
-  TextileStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:TextileStorageEnvironment
-    description: >-
-      Profile category for textile collections emphasizing stability and cumulative
-      light limitation.
-    slots:
-      - has_setpoint
-      - has_light_exposure
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: TEXTILE
-    broad_mappings:
-      - skos:Concept
+      - literal_form: ArchivStandardLagerUmgebung
 
-  ArtStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:ArtStorageEnvironment
-    description: >-
-      Profile category for fine-art holdings where low fluctuation tolerance is
-      prioritized.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: ART_STORAGE
-    broad_mappings:
-      - skos:Concept
+        predicate: EXACT_SYNONYM
 
-  MetalObjectStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:MetalObjectStorageEnvironment
-    description: >-
-      Profile category targeting corrosion prevention through low-humidity storage
-      management.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: METAL_OBJECTS
-    broad_mappings:
-      - skos:Concept
+        in_language: de
 
-  NaturalHistoryStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:NaturalHistoryStorageEnvironment
-    description: >-
-      Profile category for specimen storage with differentiated climate treatment
-      according to specimen type.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: NATURAL_HISTORY
-    broad_mappings:
-      - skos:Concept
+      - literal_form: EnvironnementStockageArchivesStandard
 
-  BookStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:BookStorageEnvironment
-    description: >-
-      Profile category for bound volumes with conditions tuned for paper and
-      binding durability.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: BOOK_STORAGE
-    broad_mappings:
-      - skos:Concept
+        predicate: EXACT_SYNONYM
 
-  AudiovisualStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:AudiovisualStorageEnvironment
-    description: >-
-      Profile category for non-film audiovisual media requiring stable and
-      low-contaminant storage.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: AUDIOVISUAL
-    broad_mappings:
-      - skos:Concept
+        in_language: fr
 
-  DigitalMediaStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:DigitalMediaStorageEnvironment
-    description: >-
-      Profile category for digital carriers with emphasis on stability and hardware
-      preservation risk controls.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: DIGITAL_MEDIA
-    broad_mappings:
-      - skos:Concept
+      - literal_form: AmbienteAlmacenamientoArchivoEstándar
 
-  GeneralStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:GeneralStorageEnvironment
-    description: >-
-      Profile category for mixed holdings where baseline climate control is
-      sufficient.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: GENERAL
-    broad_mappings:
-      - skos:Concept
+        predicate: EXACT_SYNONYM
 
-  AmbientStorageEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:AmbientStorageEnvironment
-    description: >-
-      Profile category for minimally controlled storage buffered primarily by
-      building envelope conditions.
-    slots:
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: AMBIENT
-    broad_mappings:
-      - skos:Concept
+        in_language: es
 
-  QuarantineEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:QuarantineEnvironment
-    description: >-
-      Profile category for isolated intake and treatment staging prior to
-      integration with main holdings.
-    slots:
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: QUARANTINE
-    broad_mappings:
-      - skos:Concept
+      - literal_form: بيئة تخزين الأرشيف القياسية
 
-  ConservationLabEnvironment:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:ConservationLabEnvironment
-    description: >-
-      Profile category for treatment workspaces requiring controlled but
-      operationally flexible conditions.
-    slots:
-      - has_setpoint
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: CONSERVATION_LAB
-    broad_mappings:
-      - skos:Concept
+        predicate: EXACT_SYNONYM
 
-  OtherEnvironmentalZone:
-    is_a: EnvironmentalZoneType
-    class_uri: hc:OtherEnvironmentalZone
-    description: >-
-      Catch-all profile category for documented climate configurations outside
-      predefined categories.
-    slots:
-      - has_score
-    slot_usage:
-      has_code:
-        equals_string: OTHER
-    broad_mappings:
-      - skos:Concept
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananArsipStandar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 档案标准存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor gekoelde omstandigheden gebruikt om chemische achteruitgang in gevoelige materialen te vertragen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für gekühlte Bedingungen zur Verlangsamung des chemischen Verfalls empfindlicher Materialien.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour conditions réfrigérées utilisées pour ralentir la détérioration chimique des matériaux sensibles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para condiciones refrigeradas utilizadas para retardar el deterioro químico de materiales sensibles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي للظروف المبردة المستخدمة لإبطاء التدهور الكيميائي للمواد الحساسة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk kondisi pendingin digunakan untuk memperlambat kerusakan kimia pada bahan sensitif.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于减缓敏感材料化学劣化的冷藏条件气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: KoudeOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: KaltlagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageFroid
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoFrío
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة التخزين البارد
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananDingin
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 冷藏存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor onderkoelde omstandigheden die langdurige conserveringsstabilisatie mogelijk maken.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für unterkühlte Bedingungen zur langfristigen Erhaltungsstabilisierung.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour conditions sous-zéro permettant la stabilisation de préservation à long terme.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para condiciones bajo cero que permiten la estabilización de preservación a largo plazo.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي للظروف تحت الصفر لتمكين استقرار الحفظ طويل المدى.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk kondisi di bawah nol yang memungkinkan stabilisasi pelestarian jangka panjang.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 实现长期保存稳定的零下条件气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: VriezerOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: GefrierlagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageCongelé
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoCongelado
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة التخزين المجمد
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananBeku
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 冷冻存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel geoptimaliseerd voor fotografische materialen met strikte temperatuur-, vochtigheids- en lichtcontroles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil optimiert für fotografische Materialien mit strengen Temperatur-, Feuchtigkeits- und Lichtkontrollen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique optimisé pour les matériaux photographiques avec des contrôles rigoureux de température, d'humidité et de lumière.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático optimizado para materiales fotográficos con controles estrictos de temperatura, humedad y luz.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي محسن للمواد الفوتوغرافية مع ضوابط صارمة لدرجة الحرارة والرطوبة والضوء.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim yang dioptimalkan untuk materi fotografi dengan kontrol suhu, kelembaban, dan cahaya yang ketat.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 针对摄影材料优化的具有严格温度、湿度和光照控制的气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: FotografischeOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: FotografischeLagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockagePhotographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoFotográfico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة التخزين الفوتوغرافي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananFotografi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 摄影存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor textielcollecties met nadruk op milieuconstantheid en cumulatieve lichtlimieten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für Stoffsammlungen mit Schwerpunkt auf Umweltstabilität und kumulativen Lichtgrenzen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour collections textiles mettant l'accent sur la stabilité environnementale et les limites cumulatives de lumière.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para colecciones textiles que enfatiza la estabilidad ambiental y los límites acumulativos de luz.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي لمجموعات الأقمشة مع التركيز على الاستقرار البيئي وحدود الضوء التراكمية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk koleksi tekstil yang menekankan stabilitas lingkungan dan batas cahaya kumulatif.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 强调环境稳定性和累积光照限制的织物馆藏气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: TextielOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: TextilLagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageTextile
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoTextil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة التخزين النسيجي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananTekstil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 纺织品存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor kunstcollecties waar minimale milieufluctuatietolerantie prioriteit heeft.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für Kunstbestände, bei dem minimale Umgebungsschwankungstoleranz priorisiert wird.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour collections d'art où la tolérance minimale aux fluctuations environnementales est priorisée.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para colecciones de arte donde se prioriza la tolerancia mínima a fluctuaciones ambientales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي للمقتنيات الفنية حيث يتم إعطاء الأولوية للحد الأدنى من التسامح مع التقلبات البيئية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk koleksi seni rupa di mana toleransi fluktuasi lingkungan minimal diprioritaskan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 优先考虑最低环境波动容忍度的艺术品馆藏气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: KunstOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: KunstLagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageArt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoArte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة التخزين الفني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananSeni
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 艺术品存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel gericht op corrosiepreventie door gecontroleerde lage luchtvochtigheidsopslagomstandigheden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil zur Korrosionsverhütung durch kontrollierte Lagerbedingungen mit niedriger Luftfeuchtigkeit.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique ciblant la prévention de la corrosion par des conditions de stockage à faible humidité contrôlée.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático dirigido a la prevención de corrosión mediante condiciones de almacenamiento de baja humedad controlada.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي يستهدف منع التآكل من خلال ظروف تخزين منخفضة الرطوبة مضبوطة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim yang menargetkan pencegahan korosi melalui kondisi penyimpanan kelembaban rendah yang terkontrol.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 通过受控低湿度存储条件实现防腐目标的气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MetaalobjectOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: MetallgegenstandLagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageObjetsMétal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoObjetosMetal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة تخزين الأشياء المعدنية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananBendaLogam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 金属物品存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor biologische en geologische specimens met gedifferentieerde behandeling volgens type specimen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für biologische und geologische Exemplare mit differenzierter Behandlung je nach Exemplartyp.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour spécimens biologiques et géologiques avec traitement différencié selon le type de spécimen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para especímenes biológicos y geológicos con tratamiento diferenciado según el tipo de espécimen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي للعينات البيولوجية والجيولوجية مع معاملة متمايزة حسب نوع العينة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk spesimen biologis dan geologis dengan perlakuan yang dibedakan sesuai jenis spesimen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 根据标本类型进行差异化处理的生物和地质标本气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: NatuurhistorieOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: NaturgeschichteLagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageHistoireNaturelle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoHistoriaNatural
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة تخزين التاريخ الطبيعي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananSejarahAlam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 自然历史存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor gebonden werken met omstandigheden geoptimaliseerd voor papier- en bandduurzaamheid.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für gebundene Bände mit Bedingungen optimiert für Papier- und Einbandhaltbarkeit.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour volumes reliés avec conditions optimisées pour la durabilité du papier et de la reliure.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para volúmenes encuadernados con condiciones optimizadas para la durabilidad del papel y la encuadernación.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي للمجلدات الم_bindanvендах مع ظروف محسنة لمتانة الورق والتجليد.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk volume terikat dengan kondisi yang dioptimalkan untuk ketahanan kertas dan penjilidan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 纸张和装订耐用性条件优化的装订卷册气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: BoekOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: BuchLagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageLivres
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoLibros
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة تخزين الكتب
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananBuku
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 图书存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor magnetische en optische media die stabiele en laag-verontreinigende opslagomstandigheden vereisen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für magnetische und optische Medien, die stabile und schadstoffarme Lagerbedingungen erfordern.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour supports magnétiques et optiques nécessitant des conditions de stockage stables et peu contaminantes.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para medios magnéticos y ópticos que requieren condiciones de almacenamiento estables y de baja contaminación.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي للوسائط المغناطيسية والبصرية التي تتطلب ظروف تخزين مستقرة ومنخفضة الملوثات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk media magnetik dan optik yang memerlukan kondisi penyimpanan stabil dan rendah kontaminan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 需要稳定和低污染存储条件的磁性和光学媒体气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AudiovisueleOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: AudiovisuelleLagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageAudiovisuel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoAudiovisual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة التخزين السمعي البصري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananAudiovisual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 视听存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor digitale dragers met nadruk op stabiliteit en beperking van hardwarebehoudsrisico's.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für digitale Datenträger mit Schwerpunkt auf Stabilität und Minderung von Hardwareerhaltungsrisiken.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour supports numériques mettant l'accent sur la stabilité et l'atténuation des risques de préservation matérielle.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para soportes digitales que enfatiza la estabilidad y la mitigación de riesgos de preservación de hardware.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي للحوامل الرقمية مع التركيز على الاستقرار والتخفيف من مخاطر الحفاظ على الأجهزة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk media digital yang menekankan stabilitas dan mitigasi risiko pelestarian perangkat keras.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 强调稳定性和硬件保存风险缓解的数字载体气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DigitaleMediaOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: DigitaleMedienLagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageMédiasNumériques
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoMediosDigitales
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة تخزين الوسائط الرقمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananMediaDigital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 数字媒体存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor gemengde collecties waar basis milieucontrole voldoende is.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für gemischte Bestände, bei dem grundlegende Umweltkontrolle ausreicht.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour collections mixtes où un contrôle environnemental de base suffit.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para colecciones mixtas donde el control ambiental básico es suficiente.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي للمجموعات المختلطة حيث يكون التحكم البيئي الأساسي كافيًا.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk koleksi campuran di mana kontrol lingkungan dasar sudah cukup.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 基本环境控制足够的混合馆藏气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AlgemeneOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: AllgemeineLagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageGénéral
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoGeneral
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة التخزين العامة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananUmum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 通用存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor minimaal gecontroleerde opslagomstandigheden voornamelijk gebufferd door de gebouwschil.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für minimal kontrollierte Lagerbedingungen, die hauptsächlich durch die Gebäudehülle gepuffert werden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour conditions de stockage minimalement contrôlées, tamponnées principalement par l'enveloppe du bâtiment.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para condiciones de almacenamiento mínimamente controladas amortiguadas principalmente por la envolvente del edificio.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي لظروف التخزين ذات التحكم الأقل والتي يتم تخفيفها بشكل أساسي بواسطة غلاف المبنى.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk kondisi penyimpanan dengan kontrol minimal yang terutama dibuffer oleh selubung bangunan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 主要由建筑围护结构缓冲的最低控制存储条件气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OmgevingsOpslagOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: UmgebungslagerUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementStockageAmbiant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteAlmacenamientoAmbiente
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة التخزين المحيطي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganPenyimpananAmbien
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 环境存储环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor geïsoleerde intake en behandelfasering vóór integratie met hoofdcollecties.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für isolierte Aufnahme und Behandlungsstaging vor der Integration in Hauptbestände.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour réception isolée et staging de traitement avant intégration aux collections principales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para recepción aislada y staging de tratamiento antes de la integración con las colecciones principales.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي للاستقبال المعزول وتجهيز المعالجة قبل الدمج مع المجموعات الرئيسية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk penerimaan terisolasi dan staging pengobatan sebelum integrasi dengan koleksi utama.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 在与主馆藏整合之前进行隔离接收和处理分期的气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: QuarantaineOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: QuarantäneUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementQuarantaine
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteCuarentena
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة العزل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganKarantina
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 隔离环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor behandelingwerkruimten die gecontroleerde maar operationeel flexibele omstandigheden vereisen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für Behandlungsarbeitsbereiche, die kontrollierte aber betrieblich flexible Bedingungen erfordern.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour espaces de traitement nécessitant des conditions contrôlées mais opérationnellement flexibles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para espacios de tratamiento que requieren condiciones controladas pero operacionalmente flexibles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي لمساحات المعالجة التي تتطلب ظروفًا مضبوطة ولكن مرنة تشغيليًا.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk ruang kerja perawatan yang memerlukan kondisi terkontrol namun fleksibel secara operasional.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 需要受控但操作灵活条件的处理工作空间气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ConserveringslabOmgeving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: KonservierungslaborUmgebung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EnvironnementLaboratoireConservation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AmbienteLaboratorioConservación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيئة مختبر الحفظ
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LingkunganLabKonservasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 保护实验室环境
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Klimaatprofiel voor gedocumenteerde configuraties buiten vooraf gedefinieerde categorieën.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Klimaprofil für dokumentierte Konfigurationen außerhalb vordefinierter Kategorien.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Profil climatique pour configurations documentées hors des catégories prédéfinies.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Perfil climático para configuraciones documentadas fuera de categorías predefinidas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملف مناخي للتكوينات الموثقة خارج الفئات المحددة مسبقًا.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Profil iklim untuk konfigurasi terdokumentasi di luar kategori yang telah ditentukan sebelumnya.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 预定义类别之外的已记录配置的通用气候概况。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OverigeMilieuZone
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: SonstigeUmgebungZone
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: AutreZoneEnvironnementale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: OtraZonaAmbiental
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منطقة بيئية أخرى
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: ZonaLingkunganLainnya
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 其他环境区域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/EquipmentTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/EquipmentTypes.yaml
index 0505a45058..2a6bc113e9 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/EquipmentTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/EquipmentTypes.yaml
@@ -5,6 +5,7 @@ prefixes:
   linkml: https://w3id.org/linkml/
   hc: https://nde.nl/ontology/hc/
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
 default_prefix: hc
 imports:
   - ./EquipmentType
@@ -31,15 +32,36 @@ classes:
       zh: >-
         用于保护实践中处理和稳定设备的类别。
     structured_aliases:
-      nl: Conservatieapparatuur
-      de: Konservierungsgerät
-      fr: Équipement de conservation
-      es: Equipo de conservación
-      ar: معدات الحفظ
-      id: Peralatan Konservasi
-      zh: 保护设备
+      - literal_form: conservatieapparatuur
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Konservierungsgeraet
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: equipement de conservation
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: equipo de conservacion
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: معدات الحفظ
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: peralatan konservasi
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 保护设备
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - conservation
+      - treatment
+      - stabilization
+      - preservation equipment
+      - heritage care
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
 
   DigitizationEquipment:
     is_a: EquipmentType
@@ -62,15 +84,36 @@ classes:
       zh: >-
         用于创建数字替代品的捕获和转换设备类别。
     structured_aliases:
-      nl: Digitaliseringsapparatuur
-      de: Digitalisierungsgerät
-      fr: Équipement de numérisation
-      es: Equipo de digitalización
-      ar: معدات الرقمنة
-      id: Peralatan Digitalisasi
-      zh: 数字化设备
+      - literal_form: digitaliseringsapparatuur
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Digitalisierungsgeraet
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: equipement de numerisation
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: equipo de digitalizacion
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: معدات الرقمنة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: peralatan digitalisasi
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 数字化设备
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - digitization
+      - capture
+      - conversion
+      - scanning
+      - digital surrogate
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
 
   ImagingEquipment:
     is_a: EquipmentType
@@ -93,15 +136,37 @@ classes:
       zh: >-
         支持文档和分析工作流的光学和成像设备类别。
     structured_aliases:
-      nl: Beeldvormingsapparatuur
-      de: Bildgebungsgerät
-      fr: Équipement d'imagerie
-      es: Equipo de imágenes
-      ar: معدات التصوير
-      id: Peralatan Pencitraan
-      zh: 成像设备
+      - literal_form: beeldvormingsapparatuur
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Bildgebungsgeraet
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: equipement d'imagerie
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: equipo de imagenes
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: معدات التصوير
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: peralatan pencitraan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 成像设备
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - imaging
+      - optical
+      - photography
+      - documentation
+      - analysis
+      - camera
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
 
   StorageEquipment:
     is_a: EquipmentType
@@ -124,15 +189,37 @@ classes:
       zh: >-
         用于存放和保护藏品的家具和容纳设备类别。
     structured_aliases:
-      nl: Opslagapparatuur
-      de: Lagerungsausstattung
-      fr: Équipement de stockage
-      es: Equipo de almacenamiento
-      ar: معدات التخزين
-      id: Peralatan Penyimpanan
-      zh: 存储设备
+      - literal_form: opslagapparatuur
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Lagerungsausstattung
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: equipement de stockage
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: equipo de almacenamiento
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: معدات التخزين
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: peralatan penyimpanan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 存储设备
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - storage
+      - furniture
+      - containment
+      - shelving
+      - archival storage
+      - protection
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
 
   AnalyticalEquipment:
     is_a: EquipmentType
@@ -155,12 +242,34 @@ classes:
       zh: >-
         用于测量、表征或测试材料特性的科学仪器类别。
     structured_aliases:
-      nl: Analyseapparatuur
-      de: Analysegerät
-      fr: Équipement analytique
-      es: Equipo analítico
-      ar: معدات تحليلية
-      id: Peralatan Analitik
-      zh: 分析设备
+      - literal_form: analyseapparatuur
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Analysegeraet
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: equipement analytique
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: equipo analitico
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: معدات تحليلية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: peralatan analitik
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 分析设备
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - analytical
+      - scientific instrumentation
+      - measurement
+      - characterization
+      - material testing
+      - analysis
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ExaminationMethod.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ExaminationMethod.yaml
index 70f8a445ad..54184bad17 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ExaminationMethod.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ExaminationMethod.yaml
@@ -32,41 +32,141 @@ classes:
       zh: >-
         用于遗产物品和文物的分析或调查技术的受控词汇术语。
     structured_aliases:
-      nl:
-        - onderzoeks methode
-        - examen techniek
-      de:
-        - Untersuchungsmethode
-        - Prüfungstechnik
-      fr:
-        - méthode d'examen
-        - technique d'analyse
-      es:
-        - método de examen
-        - técnica de análisis
-      ar:
-        - طريقة الفحص
-        - تقنية التحليل
-      id:
-        - metode pemeriksaan
-        - teknik analisis
-      zh:
-        - 检验方法
-        - 分析技术
-    keywords:
-      - examination method
-      - analysis technique
-      - investigation method
-      - analytical procedure
-      - object analysis
-    broad_mappings:
-      - skos:Concept
-    close_mappings:
-      - schema:DefinedTerm
-    slots:
-      - has_label
-      - has_type
-    annotations:
-      specificity_score: 0.3
-      specificity_rationale: Technical vocabulary term for examination workflows.
-      custodian_types: '["*"]'
+
+      - literal_form: onderzoeks methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: examen techniek
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Untersuchungsmethode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Prüfungstechnik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: méthode d'examen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: technique d'analyse
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: método de examen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: técnica de análisis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: طريقة الفحص
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تقنية التحليل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: metode pemeriksaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: teknik analisis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 检验方法
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 分析技术
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: examination method
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: analysis technique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: investigation method
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: analytical procedure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: object analysis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:DefinedTerm
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitedObject.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitedObject.yaml
index 77286ea66d..8cee4c1c45 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitedObject.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitedObject.yaml
@@ -29,7 +29,7 @@ imports:
 - ../slots/created_through
 - ../slots/created_in
 - ../slots/temporal_extent
-- ../slots/current_keeper
+- ../slots/safeguarded_by
 - ../slots/located_at
 - ../slots/has_size
 - ../slots/use_material
@@ -107,7 +107,7 @@ classes:
     - created_through
     - created_in
     - temporal_extent
-    - current_keeper
+    - safeguarded_by
     - located_at
     - has_size
     - use_material
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitionCatalog.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitionCatalog.yaml
index 3eba2f86b1..21f927a5d1 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitionCatalog.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitionCatalog.yaml
@@ -52,85 +52,273 @@ classes:
       zh: >-
         记录策展展示的展品、策展论文和背景信息的学术出版物。
     structured_aliases:
-      nl:
-        - tentoonstellingscatalogus
-        - expositiepublicatie
-      de:
-        - Ausstellungskatalog
-        - Expositionskatalog
-      fr:
-        - catalogue d'exposition
-        - publication d'exposition
-      es:
-        - catálogo de exposición
-        - catálogo expositivo
-      ar:
-        - كتالوج المعرض
-        - دليل المعرض
-      id:
-        - katalog pameran
-        - publikasi eksebisi
-      zh:
-        - 展览目录
-        - 展品图录
-    keywords:
-      - exhibition catalog
-      - scholarly publication
-      - curatorial documentation
-      - museum publication
-      - collection catalog
-    broad_mappings:
-      - schema:Book
-    close_mappings:
-      - crm:E31_Document
-      - bf:Work
-      - bibo:Document
-    related_mappings:
-      - schema:CreativeWork
-      - bf:Instance
-    slots:
-      - identified_by
-      - has_label
-      - has_description
-      - associated_with
-      - has_type
-      - has_author
-      - edited_by
-      - contain
-      - indexed_as
-      - in_language
-      - has_publisher
-      - published_at
-      - has_page_count
-      - has_format
-      - has_price
-      - has_url
-      - instantiated_as
-      - has_content
-      - has_score
-    slot_usage:
-      identified_by:
-        identifier: true
-        required: true
-      has_label:
-        required: true
-      associated_with:
-        required: true
-      in_language:
-        multivalued: true
-      has_url:
-        range: uri
-        multivalued: true
-      has_content:
-        range: integer
-    notes:
-      - |
-        Preserved from prior description (commit ee5e8e5a):
 
-        Preserved from prior description (commit ee5e8e5a):
+      - literal_form: tentoonstellingscatalogus
 
-        "A publication documenting an exhibition, including scholarly essays, \nobject entries, and illustrations.\n\nExhibition catalogs serve as permanent scholarly record of temporary exhibitions\nand are valuable research resources in their own right.\n\n**Types of Exhibition Catalogs**:\n\n| Type | Description | Example |\n|------|-------------|---------|\n| PRINT_CATALOG | Traditional printed book | Hardcover exhibition catalog |\n| DIGITAL_CATALOG | Online/downloadable publication | PDF or web-based catalog |\n| COLLECTION_CATALOG | Permanent collection catalog | Museum handbook |\n| BROCHURE | Brief exhibition guide | Gallery handout |\n| CHECKLIST | List of exhibited works | Exhibition checklist |\n\n**Ontology Alignment**:\n\n- **Schema.org**: schema:Book (primary - web discoverability)\n- **BIBFRAME**: bf:Work + bf:Instance (bibliographic modeling)\n- **CIDOC-CRM**: crm:E31_Document (document with propositions)\n- **BIBO**: bibo:Document (bibliographic ontology)\n\n**Relationship\
-    annotations:
-      specificity_score: 0.6
-      specificity_rationale: Bibliographic documentation class tied to exhibition events.
-      custodian_types: '["*"]'
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: expositiepublicatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ausstellungskatalog
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Expositionskatalog
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: catalogue d'exposition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: publication d'exposition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: catálogo de exposición
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: catálogo expositivo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: كتالوج المعرض
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: دليل المعرض
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: katalog pameran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: publikasi eksebisi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 展览目录
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 展品图录
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: exhibition catalog
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: scholarly publication
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: curatorial documentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: museum publication
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: collection catalog
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Book
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E31_Document
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: bf:Work
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: bibo:Document
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:CreativeWork
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: bf:Instance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: associated_with
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_author
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: edited_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: contain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: indexed_as
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: in_language
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_publisher
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: published_at
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_page_count
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_format
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_price
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: instantiated_as
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_content
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitionSpace.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitionSpace.yaml
index 0ce80be43d..4ce41fd3e7 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitionSpace.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ExhibitionSpace.yaml
@@ -124,11 +124,34 @@ classes:
         range: ReconstructionActivity
     notes:
     - |
-      Preserved from prior description (commit ee5e8e5a):
+      Exhibition space, gallery, or display area operated by a heritage custodian
+      at a location separate from the main facility.
 
-      Preserved from prior description (commit ee5e8e5a):
+      **DEFINITION**:
 
-      "Exhibition space, gallery, or display area operated by a heritage custodian\nat a location separate from the main facility.\n\n**DEFINITION**:\n\nAn ExhibitionSpace is a dedicated area for displaying collections or\nexhibitions at a secondary location. This may be a satellite gallery,\nexhibition pavilion, temporary exhibition venue, or partner venue where\nthe heritage custodian presents its collections.\n\n**GETTY AAT ALIGNMENT**:\n\n`aat:300005768` (exhibition spaces) - \"Spaces designed and equipped for\nthe display and viewing of objects, artworks, or specimens.\"\n\n**WIKIDATA TYPE LINKAGE**:\n\nThis class can be further classified using either:\n\n1. **MuseumTypeEnum** (187 types) - For museum-style exhibition spaces:\n   - Q207694 (art museum)\n   - Q17431399 (history museum)\n   - Q2087181 (science museum)\n   \n2. **GalleryTypeEnum** (78 types) - For gallery-style exhibition spaces:\n   - Q1007870 (art gallery)\n   - Q1060829 (exhibition hall)\n   - Q856584 (kunsthalle)\n\
+      An ExhibitionSpace is a dedicated area for displaying collections or
+      exhibitions at a secondary location. This may be a satellite gallery,
+      exhibition pavilion, temporary exhibition venue, or partner venue where
+      the heritage custodian presents its collections.
+
+      **GETTY AAT ALIGNMENT**:
+
+      `aat:300005768` (exhibition spaces) - "Spaces designed and equipped for
+      the display and viewing of objects, artworks, or specimens."
+
+      **WIKIDATA TYPE LINKAGE**:
+
+      This class can be further classified using either:
+
+      1. **MuseumTypeEnum** (187 types) - For museum-style exhibition spaces:
+         - Q3196771 (art museum - institution)
+         - Q16735822 (history museum)
+         - Q588140 (science museum)
+
+      2. **GalleryTypeEnum** (78 types) - For gallery-style exhibition spaces:
+         - Q1007870 (art gallery)
+         - Q1060829 (exhibition hall)
+         - Q856584 (kunsthalle)
     annotations:
       specificity_score: 0.45
       specificity_rationale: Place model for display infrastructure and visitor-facing facilities.
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Expense.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Expense.yaml
index 21276c95b0..f7d92338cb 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Expense.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Expense.yaml
@@ -31,19 +31,45 @@ classes:
       zh: >-
         记录的货币流出，代表组织在运营活动中产生的成本。
     structured_aliases:
-      nl: Uitgave
-      de: Ausgabe
-      fr: Dépense
-      es: Gasto
-      ar: مصروف
-      id: Pengeluaran
-      zh: 支出
-    broad_mappings:
-      - schema:MonetaryAmount
-    slots:
-      - has_quantity
-      - has_description
-    annotations:
-      specificity_score: 0.3
-      specificity_rationale: Core financial measurement object.
-      custodian_types: '["*"]'
+
+      - literal_form: Uitgave
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ausgabe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Dépense
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Gasto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مصروف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengeluaran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 支出
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ExpenseType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ExpenseType.yaml
index 6dc328d41a..7cc96b5f07 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ExpenseType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ExpenseType.yaml
@@ -32,39 +32,135 @@ classes:
       zh: >-
         财务支出、成本分配和预算开支的抽象分类。
     structured_aliases:
-      nl:
-        - uitgaventype
-        - kostensoort
-      de:
-        - Ausgabenart
-        - Kostenkategorie
-      fr:
-        - type de dépense
-        - catégorie de frais
-      es:
-        - tipo de gasto
-        - categoría de costo
-      ar:
-        - نوع النفقة
-        - فئة المصروفات
-      id:
-        - jenis pengeluaran
-        - kategori biaya
-      zh:
-        - 支出类型
-        - 费用类别
-    keywords:
-      - expense
-      - cost
-      - expenditure
-      - budget
-      - financial
-    broad_mappings:
-      - skos:Concept
-    slots:
-      - has_label
-      - has_description
-    annotations:
-      specificity_score: 0.25
-      specificity_rationale: Shared base for controlled expense taxonomies.
-      custodian_types: '["*"]'
+
+      - literal_form: uitgaventype
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: kostensoort
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ausgabenart
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Kostenkategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type de dépense
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: catégorie de frais
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de gasto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: categoría de costo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع النفقة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: فئة المصروفات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis pengeluaran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kategori biaya
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 支出类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 费用类别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: expense
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: cost
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: expenditure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: budget
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: financial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ExpenseTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ExpenseTypes.yaml
index 021cbce6cd..8d9c6cc717 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ExpenseTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ExpenseTypes.yaml
@@ -5,6 +5,7 @@ prefixes:
   linkml: https://w3id.org/linkml/
   hc: https://nde.nl/ontology/hc/
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
 default_prefix: hc
 imports:
   - ./ExpenseType
@@ -20,13 +21,13 @@ classes:
         Uitgaven voor werknemersvergoeding inclusief salarissen, lonen, secundaire
         voorwaarden en gerelateerde personeelskosten.
       de: >-
-        Ausgaben für die Mitarbeitervergütung einschließlich Gehälter, Löhne, Sozialleistungen
+        Ausgaben fuer die Mitarbeiterverguetung einschliesslich Gehaelter, Loehne, Sozialleistungen
         und damit verbundene Personalkosten.
       fr: >-
-        Dépenses pour la rémunération des employés, y compris les salaires, les avantages
-        sociaux et les coûts du personnel connexes.
+        Depenses pour la remuneration des employes, y compris les salaires, les avantages
+        sociaux et les couts du personnel connexes.
       es: >-
-        Gastos de compensación de empleados, incluyendo salarios, sueldos, beneficios
+        Gastos de compensacion de empleados, incluyendo salarios, sueldos, beneficios
         y costos de personal relacionados.
       ar: >-
         نفقات تعويض الموظفين بما في ذلك الرواتب والأجور والمزايا وتكاليف الموظفين ذات الصلة.
@@ -35,30 +36,285 @@ classes:
         biaya personel terkait.
       zh: >-
         用于员工薪酬的支出，包括薪资、工资、福利和相关人员成本。
+    structured_aliases:
+      - literal_form: personeelskosten
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Personalkosten
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: frais de personnel
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: gastos de personal
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: تكاليف الموظفين
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: biaya personel
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 人员费用
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - personnel
+      - salaries
+      - wages
+      - benefits
+      - employee compensation
+      - staffing costs
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   AdministrativeExpenses:
     is_a: ExpenseType
     description: General management and administrative overhead costs.
+    alt_descriptions:
+      nl: >-
+        Algemene beheers- en administratieve overheadkosten.
+      de: >-
+        Allgemeine Verwaltungs- und Gemeinkosten.
+      fr: >-
+        Frais generaux de gestion et d'administration.
+      es: >-
+        Gastos generales de gestion y administracion.
+      ar: >-
+        تكاليف الإدارة العامة والنفقات العامة الإدارية.
+      id: >-
+        Biaya umum manajemen dan administratif.
+      zh: >-
+        一般管理和行政费用。
+    structured_aliases:
+      - literal_form: administratieve lasten
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Verwaltungsausgaben
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: frais administratifs
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: gastos administrativos
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: مصاريف إدارية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: biaya administratif
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 行政开支
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - administrative
+      - overhead
+      - management
+      - operations
+      - general expenses
+      - infrastructure
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   ProgramExpenses:
     is_a: ExpenseType
     description: Expenses directly tied to mission program delivery.
+    alt_descriptions:
+      nl: >-
+        Kosten die direct verband houden met de uitvoering van missieprogramma's.
+      de: >-
+        Ausgaben, die direkt mit der Umsetzung von Programmauftraegen verbunden sind.
+      fr: >-
+        Depenses directement liees a la realisation des programmes de mission.
+      es: >-
+        Gastos directamente relacionados con la ejecucion de programas misionales.
+      ar: >-
+        نفقات مرتبطة مباشرة بتنفيذ البرامج المهمة.
+      id: >-
+        Biaya yang terkait langsung dengan pelaksanaan program misi.
+      zh: >-
+        直接与使命计划执行相关的费用。
+    structured_aliases:
+      - literal_form: programmakosten
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Programmkosten
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: frais de programme
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: gastos de programa
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: نفقات البرامج
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: biaya program
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 项目费用
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - program
+      - mission
+      - service delivery
+      - direct costs
+      - core activities
+      - operational
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   FundraisingExpenses:
     is_a: ExpenseType
     description: Costs incurred for fundraising and donor development activities.
+    alt_descriptions:
+      nl: >-
+        Kosten gemaakt voor fondsenwerving en donateurontwikkeling.
+      de: >-
+        Kosten fuer Fundraising und Spenderentwicklung.
+      fr: >-
+        Couts engages pour la collecte de fonds et le developpement des donateurs.
+      es: >-
+        Costos incurridos en recaudacion de fondos y desarrollo de donantes.
+      ar: >-
+        التكاليف المترتبة على جمع التبرعات وأنشطة تطوير المتبرعين.
+      id: >-
+        Biaya yang dikeluarkan untuk penggalangan dana dan pengembangan donor.
+      zh: >-
+        用于筹款和捐赠者开发活动的成本。
+    structured_aliases:
+      - literal_form: wervingskosten
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Fundraising-Kosten
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: frais de collecte
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: gastos de recaudacion
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: تكاليف جمع التبرعات
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: biaya penggalangan dana
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 筹款费用
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - fundraising
+      - donor development
+      - development
+      - cultivation
+      - solicitation
+      - philanthropy
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   InnovationExpenses:
     is_a: ExpenseType
     description: Costs for research, experimentation, and innovation initiatives.
+    alt_descriptions:
+      nl: >-
+        Kosten voor onderzoek, experimentatie en innovatie-initiatieven.
+      de: >-
+        Kosten fuer Forschung, Experimente und Innovationsinitiativen.
+      fr: >-
+        Couts pour la recherche, l'experimentation et les initiatives d'innovation.
+      es: >-
+        Costos para investigacion, experimentacion e iniciativas de innovacion.
+      ar: >-
+        تكاليف البحث والتجريب ومبادرات الابتكار.
+      id: >-
+        Biaya untuk penelitian, eksperimen, dan inisiatif inovasi.
+      zh: >-
+        用于研究、实验和创新举措的成本。
+    structured_aliases:
+      - literal_form: innovatiekosten
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Innovationskosten
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: frais d'innovation
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: gastos de innovacion
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: تكاليف الابتكار
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: biaya inovasi
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 创新费用
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - innovation
+      - research
+      - experimentation
+      - R&D
+      - development
+      - new initiatives
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   EmployeeBenefitsExpenses:
     is_a: ExpenseType
     description: Employee benefit costs such as pension and insurance contributions.
+    alt_descriptions:
+      nl: >-
+        Kosten voor werknemersvoordelen zoals pensioen- en verzekeringspremies.
+      de: >-
+        Kosten fuer Mitarbeiterleistungen wie Renten- und Versicherungsbeitraege.
+      fr: >-
+        Couts des avantages sociaux comme les cotisations de retraite et d'assurance.
+      es: >-
+        Costos de beneficios para empleados como contribuciones de pension y seguro.
+      ar: >-
+        تكاليف مزايا الموظفين مثل معاشات التقاعد ومساهمات التأمين.
+      id: >-
+        Biaya tunjangan karyawan seperti kontribusi pensiun dan asuransi.
+      zh: >-
+        员工福利成本，如养老金和保险缴费。
+    structured_aliases:
+      - literal_form: personeelsvoordelen
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Sozialleistungen
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: avantages sociaux
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: beneficios laborales
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: مزايا الموظفين
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: tunjangan karyawan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 员工福利
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - employee benefits
+      - pension
+      - insurance
+      - health coverage
+      - retirement
+      - fringe benefits
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Expenses.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Expenses.yaml
index 4481711e13..d79eb13d7a 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Expenses.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Expenses.yaml
@@ -35,95 +35,195 @@ classes:
       zh: >-
         在保管报告期内记录货币支出的分类财务流出条目。
     structured_aliases:
-      nl:
-        - uitgaven
-        - lasten
-      de:
-        - Ausgaben
-        - Aufwendungen
-      fr:
-        - dépenses
-        - charges
-      es:
-        - gastos
-        - egresos
-      ar:
-        - المصروفات
-        - النفقات
-      id:
-        - pengeluaran
-        - beban
-      zh:
-        - 支出
-        - 费用
-    keywords:
-      - expenses
-      - expenditure
-      - financial outflow
-      - spending
-      - costs
-    broad_mappings:
-      - frapo:Expenditure
-    close_mappings:
-      - schema:MonetaryAmount
-    slots:
-      - has_type
-      - has_quantity
-      - has_description
-      - temporal_extent
-    slot_usage:
-      has_type:
-        range: ExpenseTypeEnum
-        required: true
-      has_quantity:
-        required: true
-      temporal_extent:
-        range: TimeSpan
-        inlined: true
-    examples:
-      - value: |
-          financial_statement:
-          has_expenses:
-            - expense_type: ADMINISTRATIVE
-              has_quantity:
-                quantity_value: 10000000.0
-                quantity_type: BUDGET_AMOUNT
-                has_measurement_unit:
-                  unit_symbol: EUR
-                  unit_type: CURRENCY
-              description: "Management and general expenses FY2023"
-            - expense_type: PROGRAM
-              has_quantity:
-                quantity_value: 62000000.0
-                quantity_type: BUDGET_AMOUNT
-                has_measurement_unit:
-                  unit_symbol: EUR
-                  unit_type: CURRENCY
-              description: "Program service expenses FY2023"
-    notes:
-      - |
-        Preserved from prior description (commit ee5e8e5a):
 
-        Preserved from prior description (commit ee5e8e5a):
+      - literal_form: uitgaven
 
-        Represents a categorized expense/expenditure for a heritage custodian.
-        **FUNCTIONAL EXPENSE CLASSIFICATION (Nonprofit-Specific)**:
-        Heritage custodians (predominantly nonprofits) must classify expenses by function:
-        | Type | Description | Examples |
-        |------|-------------|----------|
-        | PROGRAM | Mission-related | Exhibitions, conservation, education |
-        | ADMINISTRATIVE | Overhead | Executive, finance, HR, facilities |
-        | FUNDRAISING | Donor relations | Events, grants, marketing |
-        | INNOVATION | R&D | New programs, technology |
-        **USAGE**:
-        The `has_expenses` slot links entities to Expenses instances.
-        Since 2026-01-22, uses `has_quantity` instead of separate amount/currency:
+        predicate: EXACT_SYNONYM
 
-        **ONTOLOGY ALIGNMENT**:
-        - No standard ontology has a direct "expense" predicate
-        - Uses FRAPO (Funding, Research Administration and Projects Ontology) patterns
-        - Aligns with schema:MonetaryAmount for monetary values
-    annotations:
-      specificity_score: 0.55
-      specificity_rationale: Financial reporting class for functional expense categories.
-      custodian_types: '["*"]'
+        in_language: nl
+
+      - literal_form: lasten
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ausgaben
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Aufwendungen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: dépenses
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: charges
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: gastos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: egresos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المصروفات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: النفقات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pengeluaran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: beban
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 支出
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 费用
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: expenses
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: expenditure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: financial outflow
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: spending
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: costs
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: frapo:Expenditure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:MonetaryAmount
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: expense_type: ADMINISTRATIVE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: expense_type: PROGRAM
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: No standard ontology has a direct "expense" predicate
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Uses FRAPO (Funding, Research Administration and Projects Ontology) patterns
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Aligns with schema:MonetaryAmount for monetary values
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ExpertiseArea.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ExpertiseArea.yaml
index d50fda4726..8578cf253f 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ExpertiseArea.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ExpertiseArea.yaml
@@ -34,43 +34,153 @@ classes:
       zh: >-
         受控领域词汇术语，指定专业或学术知识的专门领域。
     structured_aliases:
-      nl:
-        - expertisegebied
-        - specialisatiedomein
-      de:
-        - Fachgebiet
-        - Spezialgebiet
-      fr:
-        - domaine d'expertise
-        - spécialité
-      es:
-        - área de experiencia
-        - especialidad
-      ar:
-        - مجال الخبرة
-        - التخصص
-      id:
-        - bidang keahlian
-        - area spesialisasi
-      zh:
-        - 专业领域
-        - 专长领域
-    keywords:
-      - expertise area
-      - specialization
-      - competency domain
-      - knowledge field
-      - professional skill
-    broad_mappings:
-      - skos:Concept
-    close_mappings:
-      - schema:DefinedTerm
-    slots:
-      - identified_by
-      - has_label
-      - has_description
-      - has_score
-    annotations:
-      specificity_score: 0.3
-      specificity_rationale: Controlled specialization term used in staffing and profiles.
-      custodian_types: '["*"]'
+
+      - literal_form: expertisegebied
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: specialisatiedomein
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Fachgebiet
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Spezialgebiet
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: domaine d'expertise
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: spécialité
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: área de experiencia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: especialidad
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجال الخبرة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: التخصص
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: bidang keahlian
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: area spesialisasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 专业领域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 专长领域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: expertise area
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: specialization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: competency domain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: knowledge field
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: professional skill
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:DefinedTerm
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Extension.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Extension.yaml
index ae1700b6e2..5895910aec 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Extension.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Extension.yaml
@@ -34,45 +34,153 @@ classes:
       zh: >-
         延长或扩展现有协议的期限、范围或条款的正式修改行为。
     structured_aliases:
-      nl:
-        - verlenging
-        - verlening
-      de:
-        - Verlängerung
-        - Erweiterung
-      fr:
-        - prolongation
-        - extension
-      es:
-        - prórroga
-        - extensión
-      ar:
-        - التمديد
-        - التوسيع
-      id:
-        - perpanjangan
-        - ekstensi
-      zh:
-        - 延期
-        - 展期
-    keywords:
-      - extension
-      - renewal
-      - prolongation
-      - agreement modification
-      - term extension
-    broad_mappings:
-      - prov:Activity
-    slots:
-    - identified_by
-    - has_label
-    - has_description
-    - has_quantity
-    - has_score
-    slot_usage:
-      has_quantity:
-        range: integer
-    annotations:
-      specificity_score: 0.2
-      specificity_rationale: Operational activity object for extension tracking.
-      custodian_types: '["*"]'
+
+      - literal_form: verlenging
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: verlening
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Verlängerung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Erweiterung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: prolongation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: extension
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: prórroga
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: extensión
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: التمديد
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: التوسيع
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: perpanjangan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ekstensi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 延期
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 展期
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: extension
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: renewal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prolongation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: agreement modification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: term extension
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ExternalFunding.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ExternalFunding.yaml
index 26d873e789..f155b9f579 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ExternalFunding.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ExternalFunding.yaml
@@ -35,52 +35,207 @@ classes:
       zh: >-
         从赠款机构、政府机构或私人捐助者等外部实体获得的财政捐款。
     structured_aliases:
-      nl:
-        - externe financiering
-        - subsidie
-        - gift
-      de:
-        - externe Finanzierung
-        - Förderung
-        - Spende
-      fr:
-        - financement externe
-        - subvention
-        - don
-      es:
-        - financiación externa
-        - subvención
-        - donación
-      ar:
-        - التمويل الخارجي
-        - منحة
-        - تبرع
-      id:
-        - pendanaan eksternal
-        - hibah
-        - donasi
-      zh:
-        - 外部资助
-        - 补助金
-        - 捐赠
-    keywords:
-      - funding
-      - grant
-      - subsidy
-      - donation
-      - financial support
-      - sponsorship
-    broad_mappings:
-      - frapo:Funding
-    close_mappings:
-      - schema:MonetaryAmount
-    slots:
-      - identified_by
-      - has_label
-      - has_description
-      - has_quantity
-      - has_score
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: Financial inflow class for grants, subsidies, and donations.
-      custodian_types: '["*"]'
+
+      - literal_form: externe financiering
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: subsidie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: gift
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: externe Finanzierung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Förderung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Spende
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: financement externe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: subvention
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: don
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: financiación externa
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: subvención
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: donación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: التمويل الخارجي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: منحة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تبرع
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pendanaan eksternal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: hibah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: donasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 外部资助
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 补助金
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 捐赠
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: funding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: grant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: subsidy
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: donation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: financial support
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: sponsorship
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: frapo:Funding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:MonetaryAmount
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ExtractionMetadata.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ExtractionMetadata.yaml
index d9e4e79823..2334e0db77 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ExtractionMetadata.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ExtractionMetadata.yaml
@@ -42,70 +42,201 @@ classes:
       zh: >-
         记录从外部系统提取数据所涉及的方法、时间、代理和来源的来源记录。
     structured_aliases:
-      nl:
-        - extractiemetadata
-        - ophaalprovenance
-      de:
-        - Extraktionsmetadaten
-        - Abrufherkunft
-      fr:
-        - métadonnées d'extraction
-        - provenance d'extraction
-      es:
-        - metadatos de extracción
-        - procedencia de extracción
-      ar:
-        - بيانات الاستخراج الوصفية
-        - منشأ الاستخراج
-      id:
-        - metadata ekstraksi
-        - asal-usul ekstraksi
-      zh:
-        - 提取元数据
-        - 提取来源
-    keywords:
-      - extraction metadata
-      - provenance
-      - data harvesting
-      - retrieval record
-      - ingestion
-    broad_mappings:
-      - prov:Activity
-    close_mappings:
-      - schema:Action
-      - dct:ProvenanceStatement
-    slots:
-    - has_source
-    - identified_by
-    - retrieved_at
-    - retrieved_by
-    - has_method
-    - has_url
-    - has_expense
-    - has_provenance
-    - has_score
-    slot_usage:
-      retrieved_at:
-        range: datetime
-        required: true
-      has_method:
-        range: ProfileExtractionMethodEnum
-        required: true
-      has_url:
-        range: uri
-      has_expense:
-        range: float
-        minimum_value: 0.0
-    see_also:
-    - https://www.linkedin.com/in/...\
-    notes:
-    - |
-      Preserved from prior description (commit ee5e8e5a):
 
-      Preserved from prior description (commit ee5e8e5a):
+      - literal_form: extractiemetadata
 
-      "Provenance metadata for data extraction activities.\n\nRecords how, when, and by what agent data was extracted from \nexternal sources (LinkedIn, web scraping, APIs).\n\n**PROV-O Alignment**:\n- ExtractionMetadata IS a prov:Activity (the extraction process)\n- The extracted data IS the prov:Entity (output of the activity)\n- retrieved_by IS the prov:Agent (software/AI that performed extraction)\n- has_source/has_url IS prov:used (input to the activity)\n\n**Use Cases**:\n- LinkedIn profile extractions via Exa API\n- Web scraping provenance\n- Staff list parsing provenance\n- Connection network extraction\n\n**Example JSON Structure**:\n```json\n{\n  \"extraction_metadata\": {\n    \"has_source\": \"/path/to/source.json\",\n    \"identified_by\": \"org_staff_0001_name\",\n    \"retrieval_timestamp\": \"2025-12-12T22:00:00Z\",\n    \"has_method\": \"exa_crawling_exa\",\n    \"retrieved_by\": \"claude-opus-4.5\",\n    \"has_url\": \"https://www.linkedin.com/in/...\"\
-    annotations:
-      specificity_score: 0.5
-      specificity_rationale: Provenance activity record for extraction pipelines and auditability.
-      custodian_types: '["*"]'
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ophaalprovenance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Extraktionsmetadaten
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Abrufherkunft
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: métadonnées d'extraction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: provenance d'extraction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: metadatos de extracción
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: procedencia de extracción
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بيانات الاستخراج الوصفية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: منشأ الاستخراج
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: metadata ekstraksi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: asal-usul ekstraksi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 提取元数据
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 提取来源
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: extraction metadata
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: provenance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: data harvesting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: retrieval record
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ingestion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Action
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dct:ProvenanceStatement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: retrieved_at
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: retrieved_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_method
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_expense
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_provenance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: https://www.linkedin.com/in/...\
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ExtractionMethod.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ExtractionMethod.yaml
index c0d4e3f77e..fa6eafde2f 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ExtractionMethod.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ExtractionMethod.yaml
@@ -31,30 +31,45 @@ classes:
       zh: >-
         用于从非结构化或半结构化源中提取结构化数据的记录技术或过程。
     structured_aliases:
-      nl: Extractiemethode
-      de: Extraktionsmethode
-      fr: Méthode d'extraction
-      es: Método de extracción
-      ar: طريقة الاستخراج
-      id: Metode Ekstraksi
-      zh: 提取方法
-    broad_mappings:
-      - prov:Plan
-    close_mappings:
-      - schema:HowTo
-    slots:
-      - has_label
-    slot_usage:
-      has_label:
-        required: true
-    notes:
-      - |
-        Preserved from prior description (commit ee5e8e5a):
 
-        Preserved from prior description (commit ee5e8e5a):
+      - literal_form: Extractiemethode
 
-        "A method or technique used to extract data from a source.\n\nExtraction methods define HOW data was obtained, providing\ntransparency and reproducibility for claim provenance.\n\n**Common Extraction Methods**:\n- `xpath_exact_match`: XPath query with exact text match\n- `xpath_fuzzy_match`: XPath query with fuzzy text matching\n- `text_search`: Full-text search within document\n- `css_selector`: CSS selector for element location\n- `json_ld_parse`: Parsing structured JSON-LD data\n- `regex_pattern`: Regular expression pattern matching\n- `nlp_ner`: Named Entity Recognition via NLP\n- `manual_annotation`: Human annotator extraction\n\n**Ontology Mapping Rationale**:\n- class_uri is prov:SoftwareAgent because extraction methods\n  are typically software-based agents that perform extraction\n- close_mappings includes nif:Context as NIF models text\n  extraction contexts and methods\n\n**MIGRATION NOTE (2026-01-19)**:\nCreated per slot_fixes.yaml revision for claim_extraction_method\n\
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: Method vocabulary term for reproducible extraction workflows.
-      custodian_types: '["*"]'
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Extraktionsmethode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Méthode d'extraction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Método de extracción
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: طريقة الاستخراج
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Metode Ekstraksi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 提取方法
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FacilityType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FacilityType.yaml
index 4a235f64dd..98224c21f4 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FacilityType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FacilityType.yaml
@@ -33,45 +33,147 @@ classes:
       zh: >-
         用于分类物理基础设施、便利设施和服务设施的抽象分类方案。
     structured_aliases:
-      nl:
-        - voorzieningstype
-        - faciliteiten categorie
-      de:
-        - Einrichtungsart
-        - Annehmlichkeitstyp
-      fr:
-        - type d'établissement
-        - catégorie d'installation
-      es:
-        - tipo de instalación
-        - categoría de facilidad
-      ar:
-        - نوع المنشأة
-        - فئة المرافق
-      id:
-        - jenis fasilitas
-        - kategori instalasi
-      zh:
-        - 设施类型
-        - 便利设施类别
-    keywords:
-      - facility type
-      - amenity
-      - infrastructure
-      - service facility
-      - building feature
-    broad_mappings:
-      - skos:Concept
-    slots:
-      - identified_by
-      - has_label
-      - has_description
-    notes:
-      - |
-        Preserved from prior description (commit ee5e8e5a):
 
-        "Abstract base class for facility type classifications.\n\n**FACILITY CATEGORIES**:\n- FOOD_SERVICE: Caf\xE9s, restaurants, vending\n- RETAIL: Gift shops, bookstores\n- PARKING: Car parks, bike storage\n- RESEARCH: Reading rooms, study areas\n- STORAGE: Collection storage facilities\n- ACCESSIBILITY: Wheelchair access, assistive devices\n"
-    annotations:
-      specificity_score: 0.4
-      specificity_rationale: Shared taxonomy base for facility categories.
-      custodian_types: '["*"]'
+      - literal_form: voorzieningstype
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: faciliteiten categorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Einrichtungsart
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Annehmlichkeitstyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type d'établissement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: catégorie d'installation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de instalación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: categoría de facilidad
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع المنشأة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: فئة المرافق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis fasilitas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kategori instalasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 设施类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 便利设施类别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: facility type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: amenity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: infrastructure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: service facility
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: building feature
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FacilityTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FacilityTypes.yaml
index 922c6dae48..f3f3d3c33d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FacilityTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FacilityTypes.yaml
@@ -13,49 +13,364 @@ imports:
 classes:
   FoodServiceFacility:
     is_a: FacilityType
-    description: Food and beverage facility, such as cafe or restaurant.
+    description: >-
+      On-site establishment providing food and beverage services to visitors and staff.
+    alt_descriptions:
+      nl: >-
+        Ter plaatse gevestigde voorziening die eet- en drinkdiensten biedt aan bezoekers en personeel.
+      de: >-
+        Vor-Ort-Einrichtung, die Besuchern und Personal Verpflegungsleistungen anbietet.
+      fr: >-
+        Établissement sur site offrant des services de restauration aux visiteurs et au personnel.
+      es: >-
+        Establecimiento in situ que proporciona servicios de alimentos y bebidas a visitantes y personal.
+      ar: >-
+        منشأة في الموقع توفر خدمات الطعام والشراب للزوار والموظفين.
+      id: >-
+        Fasilitas di lokasi yang menyediakan layanan makanan dan minuman untuk pengunjung dan staf.
+      zh: >-
+        向访客和员工提供餐饮服务的现场设施。
+    structured_aliases:
+      - literal_form: HorecaVoorziening
+        in_language: nl
+      - literal_form: Gastronomieeinrichtung
+        in_language: de
+      - literal_form: ServiceDeRestauration
+        in_language: fr
+      - literal_form: ServicioDeComida
+        in_language: es
+      - literal_form: خدمة الطعام
+        in_language: ar
+      - literal_form: FasilitasMakanan
+        in_language: id
+      - literal_form: 餐饮设施
+        in_language: zh
+    keywords:
+      - food service
+      - catering
+      - restaurant
+      - cafe
+      - dining
+      - hospitality
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - schema:Place
       - crm:E53_Place
   RetailFacility:
     is_a: FacilityType
-    description: Retail-oriented facility, such as gift shop or bookstore.
+    description: >-
+      On-site commercial space offering merchandise, publications, or souvenirs for purchase.
+    alt_descriptions:
+      nl: >-
+        Ter plaatse commerciële ruimte die merchandise, publicaties of souvenirs te koop aanbiedt.
+      de: >-
+        Vor-Ort-Verkaufsfläche, die Merchandise, Publikationen oder Souvenirs zum Kauf anbietet.
+      fr: >-
+        Espace commercial sur site proposant des produits dérivés, publications ou souvenirs à l'achat.
+      es: >-
+        Espacio comercial in situ que ofrece mercancía, publicaciones o recuerdos para la venta.
+      ar: >-
+        مساحة تجارية في الموقع تقدم بضائع أو منشورات أو تذكارات للبيع.
+      id: >-
+        Ruang komersial di lokasi yang menawarkan merchandise, publikasi, atau cenderamata untuk dibeli.
+      zh: >-
+        提供商品、出版物或纪念品购买的现场商业空间。
+    structured_aliases:
+      - literal_form: DetailhandelVoorziening
+        in_language: nl
+      - literal_form: Einzelhandelseinrichtung
+        in_language: de
+      - literal_form: ServiceDeVente
+        in_language: fr
+      - literal_form: Tienda
+        in_language: es
+      - literal_form: متجر
+        in_language: ar
+      - literal_form: FasilitasEceran
+        in_language: id
+      - literal_form: 零售设施
+        in_language: zh
+    keywords:
+      - retail
+      - shop
+      - store
+      - gift shop
+      - merchandise
+      - sales
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - schema:Place
       - crm:E53_Place
   ParkingFacility:
     is_a: FacilityType
-    description: Parking facility for cars, bicycles, or service vehicles.
+    description: >-
+      Designated area for vehicle or bicycle storage available to visitors and staff.
+    alt_descriptions:
+      nl: >-
+        Aangewezen gebied voor voertuig- of fietsopslag beschikbaar voor bezoekers en personeel.
+      de: >-
+        Ausgewiesener Bereich für Fahrzeug- oder Fahrradabstellung für Besucher und Personal.
+      fr: >-
+        Zone désignée pour le stationnement de véhicules ou vélos disponible pour les visiteurs et le personnel.
+      es: >-
+        Área designada para estacionamiento de vehículos o bicicletas disponible para visitantes y personal.
+      ar: >-
+        منطقة مخصصة لوقوف السيارات أو الدراجات متاحة للزوار والموظفين.
+      id: >-
+        Area yang ditunjuk untuk penyimpanan kendaraan atau sepeda yang tersedia untuk pengunjung dan staf.
+      zh: >-
+        供访客和员工使用的指定车辆或自行车停放区域。
+    structured_aliases:
+      - literal_form: Parkeervoorziening
+        in_language: nl
+      - literal_form: Parkeinrichtung
+        in_language: de
+      - literal_form: Stationnement
+        in_language: fr
+      - literal_form: Estacionamiento
+        in_language: es
+      - literal_form: موقف سيارات
+        in_language: ar
+      - literal_form: FasilitasParkir
+        in_language: id
+      - literal_form: 停车设施
+        in_language: zh
+    keywords:
+      - parking
+      - vehicle storage
+      - bicycle parking
+      - car park
+      - garage
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - schema:Place
       - crm:E53_Place
   ResearchFacility:
     is_a: FacilityType
-    description: Research support facility, such as reading room or study area.
+    description: >-
+      Dedicated space providing scholarly resources and study conditions for researchers.
+    alt_descriptions:
+      nl: >-
+        Toegewijde ruimte die wetenschappelijke bronnen en studieomstandigheden biedt voor onderzoekers.
+      de: >-
+        Dedizierter Raum, der wissenschaftliche Ressourcen und Studienbedingungen für Forscher bietet.
+      fr: >-
+        Espace dédié offrant des ressources savantes et des conditions d'étude aux chercheurs.
+      es: >-
+        Espacio dedicado que proporciona recursos académicos y condiciones de estudio para investigadores.
+      ar: >-
+        مساحة مخصصة توفر موارد علمية وظروف دراسة للباحثين.
+      id: >-
+        Ruang khusus yang menyediakan sumber daya ilmiah dan kondisi belajar untuk peneliti.
+      zh: >-
+        为研究人员提供学术资源和学习条件的专用空间。
+    structured_aliases:
+      - literal_form: Onderzoeksvoorziening
+        in_language: nl
+      - literal_form: Forschungseinrichtung
+        in_language: de
+      - literal_form: SalleDeRecherche
+        in_language: fr
+      - literal_form: SalaDeInvestigación
+        in_language: es
+      - literal_form: قاعة البحث
+        in_language: ar
+      - literal_form: FasilitasPenelitian
+        in_language: id
+      - literal_form: 研究设施
+        in_language: zh
+    keywords:
+      - research
+      - study space
+      - scholarly resources
+      - reading room
+      - academic
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - schema:Place
       - crm:E53_Place
   StorageFacility:
     is_a: FacilityType
-    description: Storage facility for collections, materials, or equipment.
+    description: >-
+      Secure environment designed for preserving collections, materials, or institutional equipment.
+    alt_descriptions:
+      nl: >-
+        Beveiligde omgeving ontworpen voor het bewaren van collecties, materialen of institutionele apparatuur.
+      de: >-
+        Sichere Umgebung zur Bewahrung von Sammlungen, Materialien oder institutioneller Ausstattung.
+      fr: >-
+        Environnement sécurisé conçu pour préserver les collections, matériaux ou équipements institutionnels.
+      es: >-
+        Entorno seguro diseñado para preservar colecciones, materiales o equipos institucionales.
+      ar: >-
+        بيئة آمنة مصممة للحفاظ على المجموعات أو المواد أو المعدات المؤسسية.
+      id: >-
+        Lingkungan aman yang dirancang untuk melestarikan koleksi, bahan, atau peralatan kelembagaan.
+      zh: >-
+        专为保存藏品、材料或机构设备而设计的安全环境。
+    structured_aliases:
+      - literal_form: Opslagvoorziening
+        in_language: nl
+      - literal_form: Lagereinrichtung
+        in_language: de
+      - literal_form: Stockage
+        in_language: fr
+      - literal_form: Almacén
+        in_language: es
+      - literal_form: تخزين
+        in_language: ar
+      - literal_form: FasilitasPenyimpanan
+        in_language: id
+      - literal_form: 存储设施
+        in_language: zh
+    keywords:
+      - storage
+      - repository
+      - archive storage
+      - collection storage
+      - preservation
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - schema:Place
       - crm:E53_Place
   AccessibilityFacility:
     is_a: FacilityType
-    description: Accessibility-oriented facility supporting inclusive access.
+    description: >-
+      Infrastructure or service supporting inclusive access for visitors with diverse abilities.
+    alt_descriptions:
+      nl: >-
+        Infrastructuur of dienst die inclusieve toegang ondersteunt voor bezoekers met diverse mogelijkheden.
+      de: >-
+        Infrastruktur oder Dienstleistung, die inklusiven Zugang für Besucher mit unterschiedlichen Fähigkeiten unterstützt.
+      fr: >-
+        Infrastructure ou service soutenant l'accès inclusif pour les visiteurs ayant des capacités diverses.
+      es: >-
+        Infraestructura o servicio que apoya el acceso inclusivo para visitantes con diversas capacidades.
+      ar: >-
+        بنية تحتية أو خدمة تدعم الوصول الشامل للزوار ذوي القدرات المتنوعة.
+      id: >-
+        Infrastruktur atau layanan yang mendukung akses inklusif untuk pengunjung dengan kemampuan beragam.
+      zh: >-
+        支持不同能力访客包容性访问的基础设施或服务。
+    structured_aliases:
+      - literal_form: Toegankelijkheidsvoorziening
+        in_language: nl
+      - literal_form: Barrierefreiheitseinrichtung
+        in_language: de
+      - literal_form: Accessibilité
+        in_language: fr
+      - literal_form: Accesibilidad
+        in_language: es
+      - literal_form: إمكانية الوصول
+        in_language: ar
+      - literal_form: FasilitasAksesibilitas
+        in_language: id
+      - literal_form: 无障碍设施
+        in_language: zh
+    keywords:
+      - accessibility
+      - disability access
+      - inclusive design
+      - wheelchair access
+      - barrier-free
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - schema:Place
       - crm:E53_Place
   RestroomFacility:
     is_a: FacilityType
-    description: Restroom and sanitation facility for visitors and staff.
+    description: >-
+      Sanitary facilities providing restroom access for visitors and institutional personnel.
+    alt_descriptions:
+      nl: >-
+        Sanitaire voorzieningen die toilettoegang bieden voor bezoekers en institutioneel personeel.
+      de: >-
+        Sanitäre Einrichtungen, die Toilettenzugang für Besucher und Personal bieten.
+      fr: >-
+        Installations sanitaires offrant un accès aux toilettes pour les visiteurs et le personnel.
+      es: >-
+        Instalaciones sanitarias que proporcionan acceso a baños para visitantes y personal institucional.
+      ar: >-
+        مرافق صحية توفر الوصول إلى دورات المياه للزوار والموظفين المؤسسيين.
+      id: >-
+        Fasilitas sanitasi yang menyediakan akses toilet untuk pengunjung dan personel kelembagaan.
+      zh: >-
+        为访客和机构人员提供洗手间访问的卫生设施。
+    structured_aliases:
+      - literal_form: Sanitair
+        in_language: nl
+      - literal_form: Sanitäranlagen
+        in_language: de
+      - literal_form: Toilettes
+        in_language: fr
+      - literal_form: Baños
+        in_language: es
+      - literal_form: دورات المياه
+        in_language: ar
+      - literal_form: Toilet
+        in_language: id
+      - literal_form: 洗手间
+        in_language: zh
+    keywords:
+      - restroom
+      - toilet
+      - bathroom
+      - sanitary facilities
+      - washroom
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - schema:Place
       - crm:E53_Place
   EventFacility:
     is_a: FacilityType
-    description: Event-use facility for gatherings, talks, or public programs.
+    description: >-
+      Multi-purpose space designed for lectures, gatherings, public programs, or institutional events.
+    alt_descriptions:
+      nl: >-
+        Multifunctionele ruimte ontworpen voor lezingen, bijeenkomsten, openbare programma's of institutionele evenementen.
+      de: >-
+        Multifunktionaler Raum für Vorträge, Versammlungen, öffentliche Programme oder institutionelle Veranstaltungen.
+      fr: >-
+        Espace polyvalent conçu pour les conférences, rassemblements, programmes publics ou événements institutionnels.
+      es: >-
+        Espacio polivalente diseñado para conferencias, reuniones, programas públicos o eventos institucionales.
+      ar: >-
+        مساحة متعددة الأغراض مصممة للمحاضرات أو التجمعات أو البرامج العامة أو الأحداث المؤسسية.
+      id: >-
+        Ruang serbaguna yang dirancang untuk ceramah, pertemuan, program publik, atau acara kelembagaan.
+      zh: >-
+        专为讲座、聚会、公共项目或机构活动设计的多功能空间。
+    structured_aliases:
+      - literal_form: Evenementenruimte
+        in_language: nl
+      - literal_form: Veranstaltungseinrichtung
+        in_language: de
+      - literal_form: SalleDÉvénements
+        in_language: fr
+      - literal_form: SalaDeEventos
+        in_language: es
+      - literal_form: قاعة الفعاليات
+        in_language: ar
+      - literal_form: FasilitasAcara
+        in_language: id
+      - literal_form: 活动设施
+        in_language: zh
+    keywords:
+      - event space
+      - venue
+      - auditorium
+      - meeting room
+      - conference
+      - lecture hall
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - schema:Place
       - crm:E53_Place
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FeaturePlace.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FeaturePlace.yaml
index b984a57415..d054f0eb0f 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FeaturePlace.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FeaturePlace.yaml
@@ -42,66 +42,195 @@ classes:
       zh: >-
         将建筑或场地特征分配给参考位置的类型分类。
     structured_aliases:
-      nl:
-        - locatiekenmerk
-        - plaats typering
-      de:
-        - Ortsmerkmal
-        - Standorttypisierung
-      fr:
-        - caractéristique de lieu
-        - typification de site
-      es:
-        - característica de lugar
-        - tipificación de sitio
-      ar:
-        - سمة الموقع
-        - تصنيف المكان
-      id:
-        - fitur tempat
-        - tipifikasi lokasi
-      zh:
-        - 地点特征
-        - 场所分类
-    keywords:
-      - feature place
-      - site classification
-      - building type
-      - location characteristic
-      - heritage site
-    broad_mappings:
-      - crm:E27_Site
-    close_mappings:
-      - schema:LandmarksOrHistoricalBuildings
-      - schema:Place
-    slots:
-      - classify
-      - has_type
-      - has_label
-      - has_description
-      - has_note
-      - temporal_extent
-      - derive_from
-      - generated_by
-      - has_score
-    slot_usage:
-      classify:
-        range: CustodianPlace
-        required: true
-      temporal_extent:
-        range: TimeSpan
-        inlined: true
-      derive_from:
-        range: CustodianObservation
-        multivalued: true
-    notes:
-      - |
-        Preserved from prior description (commit ee5e8e5a):
 
-        Preserved from prior description (commit ee5e8e5a):
+      - literal_form: locatiekenmerk
 
-        "Physical feature type classification for nominal place references.\n\nCRITICAL: This is NOT a separate place - it CLASSIFIES the CustodianPlace.\n\n**Relationship to CustodianPlace**:\n\nCustodianPlace provides a NOMINAL REFERENCE to where a custodian is located:\n- \"Rijksmuseum\" (building name as place reference)\n- \"het herenhuis in de Schilderswijk\" (mansion in a neighborhood)\n- \"de kerk op het Damrak\" (church on a street)\n\nFeaturePlace provides the FEATURE TYPE of that same place:\n- \"Rijksmuseum\" \u2192 FeaturePlace: MUSEUM (building type)\n- \"het herenhuis\" \u2192 FeaturePlace: MANSION (building type)\n- \"de kerk\" \u2192 FeaturePlace: PARISH_CHURCH (building type)\n\n**Key Distinction**:\n\n| CustodianPlace | FeaturePlace |\n|----------------|--------------|\n| WHERE (nominal reference) | WHAT TYPE (classification) |\n| \"Rijksmuseum\" as place name | MUSEUM building type |\n| \"het herenhuis in Schilderswijk\" | MANSION building type |\n| Emic reference\
-    annotations:
-      specificity_score: 0.5
-      specificity_rationale: Reconstruction output that classifies nominal place references into feature types.
-      custodian_types: '["*"]'
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: plaats typering
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ortsmerkmal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Standorttypisierung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: caractéristique de lieu
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: typification de site
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: característica de lugar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: tipificación de sitio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: سمة الموقع
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تصنيف المكان
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: fitur tempat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: tipifikasi lokasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 地点特征
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 场所分类
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: feature place
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: site classification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: building type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: location characteristic
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: heritage site
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E27_Site
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:LandmarksOrHistoricalBuildings
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Place
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: classify
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_note
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: derive_from
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: generated_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FeatureTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FeatureTypes.yaml
index 6e6870f6c8..294b719af2 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FeatureTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FeatureTypes.yaml
@@ -59,6 +59,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - building
+    - construction
+    - architecture
+    - structure
+    - heritage feature
     comments:
     - 'Preserved from prior description: Building-oriented feature type.'
   Site:
@@ -107,6 +114,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - site
+    - archaeological
+    - cultural landscape
+    - heritage location
+    - geographical area
     comments:
     - 'Preserved from prior description: Site-oriented feature type.'
   Monument:
@@ -155,6 +169,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - monument
+    - commemorative
+    - memorial
+    - heritage structure
+    - remembrance
     comments:
     - 'Preserved from prior description: Monument-oriented feature type.'
   LandscapeFeature:
@@ -203,5 +224,12 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - landscape
+    - terrain
+    - natural feature
+    - geographical element
+    - landform
     comments:
     - 'Preserved from prior description: Landscape-oriented feature type.'
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FieldOfStudy.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FieldOfStudy.yaml
index 57fa77335b..8a108bb1f9 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FieldOfStudy.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FieldOfStudy.yaml
@@ -32,41 +32,141 @@ classes:
       zh: >-
         用于分类学术或学术专业化的学科领域或研究领域。
     structured_aliases:
-      nl:
-        - studieveld
-        - vakgebied
-      de:
-        - Fachgebiet
-        - Studienfach
-      fr:
-        - domaine d'études
-        - discipline
-      es:
-        - campo de estudio
-        - disciplina
-      ar:
-        - مجال الدراسة
-        - التخصص
-      id:
-        - bidang studi
-        - disiplin
-      zh:
-        - 研究领域
-        - 学科
-    keywords:
-      - field of study
-      - academic discipline
-      - research domain
-      - scholarly focus
-      - educational category
-    broad_mappings:
-      - skos:Concept
-    close_mappings:
-      - schema:DefinedTerm
-    slots:
-      - has_label
-      - has_description
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: Controlled concept for educational and research categorization.
-      custodian_types: '["*"]'
+
+      - literal_form: studieveld
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: vakgebied
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Fachgebiet
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Studienfach
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: domaine d'études
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: discipline
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: campo de estudio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: disciplina
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجال الدراسة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: التخصص
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: bidang studi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: disiplin
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 研究领域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 学科
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: field of study
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: academic discipline
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: research domain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: scholarly focus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: educational category
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:DefinedTerm
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FileAPI.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FileAPI.yaml
index 950179444b..1f2ac88aae 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FileAPI.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FileAPI.yaml
@@ -34,40 +34,141 @@ classes:
       zh: >-
         数字服务接口，支持从机构存储库检索二进制文件、文档和多媒体文件。
     structured_aliases:
-      nl:
-        - bestands-API
-        - bestandsservice
-      de:
-        - Datei-API
-        - Dateidienst
-      fr:
-        - API de fichiers
-        - service de fichiers
-      es:
-        - API de archivos
-        - servicio de archivos
-      ar:
-        - واجهة برمجة الملفات
-        - خدمة الملفات
-      id:
-        - API file
-        - layanan file
-      zh:
-        - 文件API
-        - 文件服务
-    keywords:
-      - file API
-      - binary retrieval
-      - document download
-      - asset delivery
-      - repository access
-    slots:
-    - has_format
-    - access_restricted
-    - has_score
-    annotations:
-      specificity_score: 0.45
-      specificity_rationale: Specialized endpoint class for digital file delivery.
-      custodian_types: '["*"]'
-    broad_mappings:
-    - dcat:DataService
+
+      - literal_form: bestands-API
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: bestandsservice
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Datei-API
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Dateidienst
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: API de fichiers
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: service de fichiers
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: API de archivos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: servicio de archivos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: واجهة برمجة الملفات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: خدمة الملفات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: API file
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: layanan file
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 文件API
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 文件服务
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: file API
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: binary retrieval
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: document download
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: asset delivery
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: repository access
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_format
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: access_restricted
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcat:DataService
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FilmArchive.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FilmArchive.yaml
index 88045ca49f..f627580230 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FilmArchive.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FilmArchive.yaml
@@ -37,47 +37,165 @@ classes:
       zh: >-
         专门收集、保存和提供电影作品和动态影像材料访问的机构。
     structured_aliases:
-      nl:
-        - filmarchief
-        - cinematheek
-      de:
-        - Filmarchiv
-        - Kinemathek
-      fr:
-        - archives du film
-        - cinémathèque
-      es:
-        - archivo cinematográfico
-        - filmoteca
-      ar:
-        - أرشيف الأفلام
-        - سينماتيك
-      id:
-        - arsip film
-        - sinematek
-      zh:
-        - 电影档案馆
-        - 影片资料馆
-    keywords:
-      - film archive
-      - moving image
-      - cinema
-      - cinematheque
-      - audiovisual heritage
-    broad_mappings:
-      - schema:ArchiveOrganization
-      - wd:Q166118
-    close_mappings:
-      - wd:Q726929
-      - rico:CorporateBody
-    slots:
-      - identified_by
-      - has_type
-      - hold_record_set
-      - has_score
-    annotations:
-      skos:prefLabel: Film Archive
-      media_type: moving image
-      specificity_score: 0.6
-      specificity_rationale: Archive organization type defined by moving image stewardship functions.
-      custodian_types: '["*"]'
+
+      - literal_form: filmarchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: cinematheek
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Filmarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Kinemathek
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: archives du film
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: cinémathèque
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archivo cinematográfico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: filmoteca
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أرشيف الأفلام
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: سينماتيك
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: arsip film
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: sinematek
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 电影档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 影片资料馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: film archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: moving image
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: cinema
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: cinematheque
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: audiovisual heritage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:ArchiveOrganization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q166118
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q726929
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:CorporateBody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hold_record_set
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FilmArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FilmArchiveRecordSetTypes.yaml
index f66c3baa93..a39cc4ba9d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FilmArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FilmArchiveRecordSetTypes.yaml
@@ -40,6 +40,11 @@ classes:
     - {literal_form: مجموعة أفلام روائية, predicate: EXACT_SYNONYM, in_language: ar}
     - {literal_form: koleksi film fiksi, predicate: EXACT_SYNONYM, in_language: id}
     - {literal_form: 故事片合集, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+      - feature film
+      - fiction film
+      - theatrical release
+      - cinema collection
     broad_mappings:
     - rico:RecordSetType
     - skos:Concept
@@ -79,6 +84,11 @@ classes:
     - {literal_form: مجموعة أفلام وثائقية, predicate: EXACT_SYNONYM, in_language: ar}
     - {literal_form: koleksi film dokumenter, predicate: EXACT_SYNONYM, in_language: id}
     - {literal_form: 纪录影片合集, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+      - documentary film
+      - non-fiction
+      - educational film
+      - industrial film
     broad_mappings:
     - rico:RecordSetType
     - skos:Concept
@@ -118,6 +128,11 @@ classes:
     - {literal_form: سلسلة نشرات سينمائية, predicate: EXACT_SYNONYM, in_language: ar}
     - {literal_form: seri berita film, predicate: EXACT_SYNONYM, in_language: id}
     - {literal_form: 新闻电影系列, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+      - newsreel
+      - screen magazine
+      - chronological series
+      - cinema news
     broad_mappings:
     - rico:RecordSetType
     - skos:Concept
@@ -157,6 +172,11 @@ classes:
     - {literal_form: فوندس سجلات الإنتاج السينمائي, predicate: EXACT_SYNONYM, in_language: ar}
     - {literal_form: fonds catatan produksi film, predicate: EXACT_SYNONYM, in_language: id}
     - {literal_form: 电影制作档案全宗, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+      - film production
+      - production records
+      - script archive
+      - film contracts
     broad_mappings:
     - rico:RecordSetType
     - skos:Concept
@@ -195,6 +215,11 @@ classes:
     - {literal_form: مجموعة مواد ترويجية سينمائية, predicate: EXACT_SYNONYM, in_language: ar}
     - {literal_form: koleksi materi promosi film, predicate: EXACT_SYNONYM, in_language: id}
     - {literal_form: 电影宣传资料合集, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+      - film publicity
+      - movie posters
+      - press kits
+      - promotional materials
     broad_mappings:
     - rico:RecordSetType
     - skos:Concept
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FindingAidTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FindingAidTypes.yaml
index e788b9df75..f3ebe74377 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FindingAidTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FindingAidTypes.yaml
@@ -26,545 +26,2576 @@ classes:
   Inventory:
     is_a: FindingAidType
     class_uri: wd:Q65769447
-    description: 'General inventory - a detailed listing of items, collections, or holdings.'
-    close_mappings:
-    - rico:RecordSet
-    - crm:E31_Document
-    - wd:Q65769447
-    slot_usage:
-      has_domain:
-        ifabsent: string(CROSS_DOMAIN)
-      has_hyponym:
-        range: Inventory
-    slots:
-    - has_score
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: General inventory - a detailed listing of items, collections, or holdings. Wikidata: Q65769447 (inventory) An inventory provides systematic enumeration of items with varying levels of detail, from simple counts to full item-level descriptions.'
-  ArchivalInventory:
-    is_a: Inventory
-    class_uri: wd:Q108809848
-    description: "Specialized finding-aid classification concept."
-    close_mappings:
-    - rico:FindingAid
-    - bf:Text
-    - wd:Q108809848
-    slot_usage:
-      has_domain:
-        ifabsent: string(ARCHIVE)
-      has_hyponym:
-        range: ArchivalInventory
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Archival inventory - a finding aid listing archival materials. Wikidata: Q108809848 (archival inventory) Archival inventories typically provide: - Hierarchical has_arrangement (fonds → series → file → item) - Box/folder numbers - Date ranges - Extent statements - Scope and content notes Often published according to standards like EAD (Encoded Archival Description).'
-  Calendar:
-    is_a: ArchivalInventory
-    class_uri: wd:Q25221891
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q25221891
-    slot_usage:
-      has_domain:
-        ifabsent: string(ARCHIVE)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Calendar - chronological listing with abstracts of documents. Wikidata: Q25221891 (calendar, in archival sense) A calendar provides: - Chronological has_arrangement - Brief abstracts of each document - Date, sender/recipient, subject summary Common for correspondence series, diplomatic records, medieval documents. Historical form of finding aid, now less common in modern archival practice.'
-  AnalyticalInventory:
-    is_a: ArchivalInventory
-    class_uri: wd:Q116872592
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q116872592
-    slot_usage:
-      has_domain:
-        ifabsent: string(ARCHIVE)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Analytical inventory - detailed item-level descriptions. Wikidata: Q116872592 (analytical inventory) Provides exhaustive item-by-item descriptions including: - Full transcription or detailed abstract - Physical description - Provenance notes - Condition assessment Labor-intensive but maximizes access and research utility.'
-  MuseumInventory:
-    is_a: Inventory
-    class_uri: wd:Q6059909
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - crm:E31_Document
-    - schema:Collection
-    - wd:Q6059909
-    slot_usage:
-      has_domain:
-        ifabsent: string(MUSEUM)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Museum inventory - listing of museum objects and artworks. Wikidata: Q6059909 (museum inventory) Museum inventories typically include: - Object identification numbers (accession numbers) - Titles, artists/makers, dates - Dimensions, materials, techniques - Provenance/acquisition history - Current location/storage Often linked to collection management systems (CMS).'
-  LogisticsInventory:
-    is_a: Inventory
-    class_uri: wd:Q815410
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q815410
-    slot_usage:
-      has_domain:
-        ifabsent: string(CROSS_DOMAIN)
-      has_hyponym:
-        range: LogisticsInventory
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Logistics inventory - inventory management for storage and access. Wikidata: Q815410 (inventory, logistics) Focuses on physical management rather than intellectual description: - Location tracking - Condition monitoring - Access frequency - Storage optimization Relevant for large heritage collections with storage facilities.'
-  PeriodicInventory:
-    is_a: LogisticsInventory
-    class_uri: wd:Q7168640
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q7168640
-    slot_usage: {}
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Periodic inventory - inventory taken at regular intervals. Wikidata: Q7168640 (periodic inventory)'
-  PerpetualInventory:
-    is_a: LogisticsInventory
-    class_uri: wd:Q7169552
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q7169552
-    slot_usage: {}
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Perpetual inventory - continuously updated inventory system. Wikidata: Q7169552 (perpetual inventory) Real-time tracking of items, common in collection management systems.'
-  PhantomInventory:
-    is_a: LogisticsInventory
-    class_uri: wd:Q7180610
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q7180610
-    slot_usage: {}
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Phantom inventory - discrepancy between recorded and actual inventory. Wikidata: Q7180610 (phantom inventory) Represents items believed to be in collection but not physically locatable. Important for loss detection and collection auditing.'
-  PhysicalInventory:
-    is_a: LogisticsInventory
-    class_uri: wd:Q475356
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q475356
-    slot_usage: {}
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Physical inventory - hands-on count and verification of items. Wikidata: Q475356 (physical inventory) Periodic verification that actual holdings match recorded holdings.'
-  VendorManagedInventory:
-    is_a: LogisticsInventory
-    class_uri: wd:Q609498
-    description: 'Vendor-managed inventory (VMI) - inventory managed by external party.'
-    close_mappings:
-    - wd:Q609498
-    slot_usage: {}
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Vendor-managed inventory (VMI) - inventory managed by external party. Wikidata: Q609498 (vendor-managed inventory) Relevant for heritage institutions with outsourced collection storage.'
-  Catalogue:
-    is_a: FindingAidType
-    class_uri: wd:Q2352616
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - dcat:Catalog
-    - bf:Instance
-    - schema:Collection
-    - wd:Q2352616
-    slot_usage:
-      has_domain:
-        ifabsent: string(CROSS_DOMAIN)
-      has_hyponym:
-        range: Catalogue
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Catalogue - organized, structured listing of items with descriptions. Wikidata: Q2352616 (catalogue) More structured than a simple list, catalogues provide: - Standardized descriptions - Classification/subject access - Cross-references - Often searchable indexes Key distinction from inventory: catalogues emphasize access points and findability, while inventories emphasize completeness and enumeration.'
-  LibraryCatalog:
-    is_a: Catalogue
-    class_uri: wd:Q856638
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - bf:Work
-    - dcat:Catalog
-    - wd:Q856638
-    slot_usage:
-      has_domain:
-        ifabsent: string(LIBRARY)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Library catalog - catalog of library holdings (books, serials, media). Wikidata: Q856638 (library catalog) Includes: - Card catalogs (historical) - OPACs (Online Public Access Catalogs) - Union catalogs (multiple institutions) - Discovery systems Typically follows cataloging standards: MARC, RDA, ISBD.'
-  LocationCatalog:
-    is_a: Catalogue
-    class_uri: wd:Q19309479
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q19309479
-    slot_usage:
-      has_domain:
-        ifabsent: string(LIBRARY)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Location catalog - catalog organized by physical location. Wikidata: Q19309479 (location catalog) Also known as shelf list or topographic catalog. Useful for: - Stack maintenance - Inventory control - Retrieval operations'
-  Guide:
-    is_a: FindingAidType
-    class_uri: wd:Q116767694
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - schema:Guide
-    - bf:Summary
-    - wd:Q116767694
-    slot_usage:
-      has_domain:
-        ifabsent: string(CROSS_DOMAIN)
-      has_hyponym:
-        range: Guide
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Guide - high-level overview of holdings or repository. Wikidata: Q116767694 (guide, archival description) Guides provide: - Summary descriptions - Contextual/historical information - Organizational overviews - Research guidance Less detailed than inventories but better for orientation and discovery.'
-  RepositoryGuide:
-    is_a: Guide
-    class_uri: wd:Q117649202
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - schema:Guide
-    - bf:Summary
-    - wd:Q117649202
-    slot_usage:
-      has_domain:
-        ifabsent: string(ARCHIVE)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - "Preserved from prior description: Repository guide - comprehensive guide to an entire institution's holdings. Wikidata: Q117649202 (repository guide) Also known as: - Guide to holdings - General guide - Institutional guide Provides researchers with overview of what the institution holds, major collections, research strengths, access policies."
-  SummaryGuide:
-    is_a: Guide
-    class_uri: wd:Q117833265
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - bf:Summary
-    - wd:Q117833265
-    slot_usage:
-      has_domain:
-        ifabsent: string(ARCHIVE)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Summary guide - brief overview of a collection or record group. Wikidata: Q117833265 (summary guide) Provides collection-level description without item-level detail. Useful for: - Initial discovery - Prioritizing research - Understanding scope before detailed consultation'
-  List:
-    is_a: FindingAidType
-    class_uri: wd:Q12139612
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q12139612
-    slot_usage:
-      has_domain:
-        ifabsent: string(CROSS_DOMAIN)
-      has_hyponym:
-        range: List
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: List - simple enumeration of items or holdings. Wikidata: Q12139612 (list) Less structured than catalog or inventory: - May lack standardized descriptions - Often chronological or alphabetical - Minimal metadata beyond identification Common for: - Accession registers - Transfer lists - Preliminary listings before full processing'
-  SpecialList:
-    is_a: List
-    class_uri: wd:Q116972118
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q116972118
-    slot_usage:
-      has_domain:
-        ifabsent: string(ARCHIVE)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Special list - list focusing on specific subject, format, or theme. Wikidata: Q116972118 (special list) Examples: - List of photographs in collection - List of materials relating to [topic] - List of restricted materials'
-  Bibliography:
-    is_a: List
-    class_uri: wd:Q1631107
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - bf:Work
-    - bf:Text
-    - wd:Q1631107
-    slot_usage:
-      has_domain:
-        ifabsent: string(LIBRARY)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Bibliography - list of publications on a subject. Wikidata: Q1631107 (bibliography) Types: - Subject bibliography (topic-focused) - Author bibliography (creator-focused) - National bibliography (country-focused) - Retrospective bibliography (historical period) May be published as standalone work or appended to finding aid.'
-  Database:
-    is_a: FindingAidType
-    abstract: true
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - schema:Dataset
-    - dcat:Dataset
-    - dcat:DataService
-    slot_usage:
-      has_domain:
-        ifabsent: string(CROSS_DOMAIN)
-      has_hyponym:
-        range: Database
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Database - structured, searchable collection of records. Abstract class for database-based finding aids. Key characteristics: - Searchable/queryable - Structured fields - Often online/digital - May support faceted browsing Distinct from static finding aids by interactivity and search capability.'
-  BibliographicDatabase:
-    is_a: Database
-    class_uri: wd:Q1789476
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - dcat:Dataset
-    - bf:Work
-    - wd:Q1789476
-    slot_usage:
-      has_domain:
-        ifabsent: string(LIBRARY)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Bibliographic database - searchable database of bibliographic records. Wikidata: Q1789476 (bibliographic database) Examples: - WorldCat - Library of Congress Online Catalog - Union catalogs - Subject-specific bibliographic databases'
-  LiteratureDatabase:
-    is_a: Database
-    class_uri: wd:Q1865123
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - dcat:Dataset
-    - schema:Dataset
-    - wd:Q1865123
-    slot_usage:
-      has_domain:
-        ifabsent: string(LIBRARY)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Literature database - database of scholarly/research literature. Wikidata: Q1865123 (literature database) Examples: - JSTOR - Web of Science - Scopus - Subject-specific research databases'
-  Review:
-    is_a: FindingAidType
-    abstract: true
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - schema:ScholarlyArticle
-    - bf:Text
-    slot_usage:
-      has_domain:
-        ifabsent: string(LIBRARY)
-      has_hyponym:
-        range: Review
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Review - analytical/interpretive survey of literature or sources. Abstract class for review-type finding aids. Provides: - Critical analysis - Synthesis of sources - Research context - Scholarly interpretation More interpretive than descriptive finding aids.'
-  LiteratureReview:
-    is_a: Review
-    class_uri: wd:Q2412849
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - schema:ScholarlyArticle
-    - bf:Text
-    - wd:Q2412849
-    slot_usage:
-      has_domain:
-        ifabsent: string(LIBRARY)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Literature review - scholarly survey of published literature. Wikidata: Q2412849 (literature review) Synthesizes existing research on a topic, identifying: - Key sources - Research trends - Gaps in knowledge - Methodological approaches'
-  BibliographicReview:
-    is_a: Review
-    class_uri: wd:Q59156132
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - schema:ScholarlyArticle
-    - bf:Text
-    - wd:Q59156132
-    slot_usage:
-      has_domain:
-        ifabsent: string(LIBRARY)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Bibliographic review - essay surveying bibliographic sources. Wikidata: Q59156132 (bibliographic review) Also known as bibliographic essay or literature essay. More narrative and interpretive than a bibliography.'
-  IndexDocument:
-    is_a: FindingAidType
-    class_uri: wd:Q873506
-    description: 'IndexDocument - alphabetical or systematic list of names, subjects, locations (finding aid type).'
-    close_mappings:
-    - bf:SupplementaryContent
-    - wd:Q873506
-    slot_usage:
-      has_domain:
-        ifabsent: string(CROSS_DOMAIN)
-      has_hyponym:
-        range: IndexDocument
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: IndexDocument - alphabetical or systematic list of names, subjects, locations (finding aid type). Note: For structured index with entries, use Index class from Index.yaml. Wikidata: Q873506 (index) Provides access points to content: - Name indexes (persons, organizations) - Subject indexes (topics, keywords) - Place indexes (geographic locations) - Date indexes (chronological access) Often accompanies or supplements other finding aids.'
-  BibliographicIndex:
-    is_a: IndexDocument
-    class_uri: wd:Q2033233
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - bf:SupplementaryContent
-    - wd:Q2033233
-    slot_usage:
-      has_domain:
-        ifabsent: string(LIBRARY)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Bibliographic index - index to bibliographic sources. Wikidata: Q2033233 (bibliographic index) Examples: - Author indexes - Subject indexes to journals - Citation indexes'
-  LocationIndex:
-    is_a: IndexDocument
-    class_uri: wd:Q117311578
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - wd:Q117311578
-    slot_usage:
-      has_domain:
-        ifabsent: string(ARCHIVE)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Location index - index organized by geographic location. Wikidata: Q117311578 (location index) Also known as place index or geographic index. Useful for: - Mapping records to locations - Research by geographic area - Local history research'
-  InstructionalMaterials:
-    is_a: FindingAidType
-    class_uri: wd:Q1348645
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - schema:LearningResource
-    - bf:Text
-    - wd:Q1348645
-    slot_usage:
-      has_domain:
-        ifabsent: string(CROSS_DOMAIN)
-      has_hyponym:
-        range: InstructionalMaterials
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Instructional materials - educational resources for using collections. Wikidata: Q1348645 (instructional materials) Helps researchers understand: - How to access collections - Research methodologies - Historical context - Best practices'
-  ReferenceWork:
-    is_a: InstructionalMaterials
-    class_uri: wd:Q13136
-    description: 'Specialized finding-aid classification concept.'
-    close_mappings:
-    - schema:Book
-    - bf:Text
-    - wd:Q13136
-    slot_usage:
-      has_domain:
-        ifabsent: string(LIBRARY)
-    slots:
-    - has_score
-    broad_mappings:
-    - foaf:Document
-    - schema:CreativeWork
-    comments:
-    - 'Preserved from prior description: Reference work - encyclopedias, handbooks, dictionaries for research. Wikidata: Q13136 (reference work) Provides background knowledge and context: - Subject encyclopedias - Biographical dictionaries - Technical handbooks - Terminology guides'
+    description: >-
+      Systematic enumeration of items or holdings with varying levels of descriptive detail.
+    alt_descriptions:
+      nl: Systematische opsomming van items of bezittingen met verschillende detailniveaus.
+      de: Systematische Aufzählung von Gegenständen oder Beständen mit unterschiedlichem Detaillierungsgrad.
+      fr: Énumération systématique d'articles ou de collections avec différents niveaux de détail.
+      es: Enumeración sistemática de artículos o existencias con varios niveles de detalle.
+      ar: تعداد منهجي للبنود أو الممتلكات بمستويات مختلفة من التفاصيل.
+      id: Enumerasi sistematis item atau koleksi dengan berbagai tingkat detail.
+      zh: 具有不同细节级别的物品或藏品的系统枚举。
+    structured_aliases:
+
+      - literal_form: Inventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Inventar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Inventaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Inventario
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جرد
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Inventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 清单
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Inventaris die archiefmaterialen opsomt met hiërarchische ordening en beschrijvende metadata.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Findbuch, das Archivmaterialien mit hierarchischer Anordnung und beschreibenden Metadaten auflistet.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Instrument de recherche listant les matériaux d'archives avec arrangement hiérarchique et métadonnées descriptives.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Guía de búsqueda que enumera materiales archivísticos con organización jerárquica y metadatos descriptivos.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دليل بحث يسرد المواد الأرشيفية بترتيب هرمي وبيانات وصفية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Panduan pencarian yang mendaftar materi arsip dengan pengaturan hierarkis dan metadata deskriptif.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 列出档案材料的检索工具，具有层级排列和描述性元数据。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Archiefinventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Archivinventar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: InventaireArchivistique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: InventarioArchivístico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جرد أرشيفي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: InventarisArsip
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 档案清单
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Chronologische lijst met samenvattingen van documenten gerangschikt op datum.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Chronologische Liste mit Abstracts von Dokumenten, nach Datum geordnet.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Liste chronologique avec résumés de documents classés par date.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Lista cronológica con resúmenes de documentos ordenados por fecha.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قائمة زمنية مع ملخصات للوثائق مرتبة حسب التاريخ.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Daftar kronologis dengan ringkasan dokumen yang diurutkan berdasarkan tanggal.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 按日期排列的带有文件摘要的年代表。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Kalender
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kalender
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Calendrier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Calendario
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تقويم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kalender
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 日历
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Uitputtende item-voor-item opsomming met volledige transcriptie, fysieke beschrijving en herkomstgegevens.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Erschöpfende Stück-für-Stück-Aufzählung mit vollständiger Transkription, physischer Beschreibung und Provenienzangaben.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Énumération exhaustive article par article avec transcription complète, description physique et notes de provenance.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Enumeración exhaustiva artículo por artículo con transcripción completa, descripción física y notas de procedencia.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تعداد شامل لكل بند مع نسخ كامل ووصف مادي وملاحظات المنشأ.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Enumerasi lengkap item per item dengan transkripsi penuh, deskripsi fisik, dan catatan provenans.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 逐项详尽枚举，包含完整转录、物理描述和来源说明。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AnalytischeInventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: AnalytischesInventar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: InventaireAnalytique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: InventarioAnalítico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جرد تحليلي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: InventarisAnalitis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 分析性清单
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Opsomming van museumobjecten en kunstwerken met inventarisnummers, herkomst en locatiegegevens.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Aufzählung von Museumsobjekten und Kunstwerken mit Zugangsnummern, Provenienz und Standortdaten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Énumération d'objets de musée et d'œuvres d'art avec numéros d'inventaire, provenance et données de localisation.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Enumeración de objetos museísticos y obras de arte con números de acceso, procedencia y datos de ubicación.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تعداد قطع المتحف والأعمال الفنية بأرقام الإدخال والمصدر وبيانات الموقع.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Enumerasi objek museum dan karya seni dengan nomor akses, provenans, dan data lokasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 博物馆物品和艺术品的枚举，包含入藏编号、来源和位置数据。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Museuminventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Museumsinventar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: InventaireMuséal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: InventarioMuseístico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جرد المتحف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: InventarisMuseum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 博物馆清单
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Fysiek beheer gericht op locatie, conditie, toegang en opslagoptimalisatie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Physisches Management mit Fokus auf Standort, Zustand, Zugriff und Lagerungsoptimierung.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Gestion physique axée sur la localisation, l'état, l'accès et l'optimisation du stockage.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Gestión física enfocada en ubicación, condición, acceso y optimización de almacenamiento.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الإدارة المادية التي تركز على الموقع والحالة والوصول وتحسين التخزين.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Manajemen fisik yang berfokus pada lokasi, kondisi, akses, dan optimasi penyimpanan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 侧重于位置、状况、访问和存储优化的物理管理追踪。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LogistiekeInventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Logistikinventar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: InventaireLogistique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: InventarioLogístico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جرد لوجستي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: InventarisLogistik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 物流清单
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Systematische opsomming uitgevoerd op vaste tijdstippen voor verificatie en controle.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Systematische Aufzählung in regelmäßigen Abständen zur Überprüfung und Prüfung.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Énumération systématique effectuée à intervalles réguliers pour vérification et audit.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Enumeración sistemática realizada a intervalos regulares para verificación y auditoría.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تعداد منهجي يتم بإنتظام للتحقق والتدقيق.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Enumerasi sistematis yang dilakukan secara berkala untuk verifikasi dan audit.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 定期进行的系统枚举，用于验证和审计。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PeriodiekeInventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: PeriodischeInventur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: InventairePériodique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: InventarioPeriódico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جرد دوري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: InventarisPeriodik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 周期性清单
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Doorlopend bijgewerkt volgsysteem dat real-time recordnauwkeurigheid handhaaft.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kontinuierlich aktualisiertes Nachverfolgungssystem zur Gewährleistung der Echtzeit-Genauigkeit.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Système de suivi continuellement mis à jour maintenant la précision des enregistrements en temps réel.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Sistema de seguimiento continuamente actualizado que mantiene la precisión de registros en tiempo real.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام تتبع يتم تحديثه باستمرار للحفاظ على دقة السجلات في الوقت الفعلي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Sistem pelacakan yang terus diperbarui untuk menjaga akurasi catatan secara real-time.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 持续更新的跟踪系统，保持实时记录准确性。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DoorlopendeInventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: PermanenteInventur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: InventairePermanent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: InventarioPerpetuo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جرد مستمر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: InventarisPerpetual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 永续清单
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Verschilrecord dat items identificeert die vermoedelijk aanwezig maar fysiek onvindbaar zijn.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Diskrepanzaufzeichnung für Objekte, die als vorhanden vermutet aber physisch nicht auffindbar sind.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Registre des écarts identifiant les articles supposés présents mais physiquement introuvables.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Registro de discrepancias que identifica artículos supuestamente presentes pero físicamente no localizables.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: سجل الفروق يحدد العناصر التي يُعتقد وجودها ولكن لا يمكن العثور عليها ماديًا.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Catatan perbedaan yang mengidentifikasi item yang diduga ada tetapi tidak dapat ditemukan secara fisik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 差异记录，标识被认为存在但物理上无法定位的物品。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Spookinventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: PhantomInventar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: InventaireFantôme
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: InventarioFantasma
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جرد وهمي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: InventarisHantu
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 幻影清单
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Handmatige verificatietelling die bevestigt dat werkelijke bezittingen overeenkomen met geregistreerde gegevens.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Praktische Verifikationszählung zur Bestätigung, dass tatsächliche Bestände mit aufgezeichneten Daten übereinstimmen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Comptage de vérification manuelle confirmant que les avoirs réels correspondent aux données enregistrées.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Recuento de verificación práctica que confirma que las existencias reales coinciden con los datos registrados.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: عد تحقق عملي يؤكد أن الممتلكات الفعلية تطابق البيانات المسجلة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Penghitungan verifikasi langsung yang mengkonfirmasi bahwa koleksi aktual cocok dengan data yang tercatat.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 实地验证计数，确认实际持有物与记录数据相符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: FysiekeInventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: PhysischeInventur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: InventairePhysique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: InventarioFísico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جرد مادي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: InventarisFisik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 实物清单
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Uitbesteed opsomingssysteem waarbij een externe partij de collectieregistratie onderhoudt.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ausgelagertes Aufzählungssystem, bei dem eine externe Partei die Sammlungsunterlagen pflegt.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Système d'énumération externalisé où une partie externe maintient les enregistrements de collection.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Sistema de enumeración externalizado donde una parte externa mantiene los registros de la colección.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام تعداد مست外包 حيث يحافظ طرف خارجي على سجلات المجموعة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Sistem enumerasi yang dialihdayakan di mana pihak eksternal memelihara catatan koleksi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 外包枚举系统，由外部方维护藏品记录。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LeveranciersInventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: LieferantenverwaltetesInventar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: InventaireGéréParFournisseur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: InventarioGestionadoPorProveedor
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: جرد يديره المورد
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: InventarisKelolaVendor
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 供应商管理清单
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gestructureerde lijst met nadruk op gestandaardiseerde beschrijvingen, classificatie en doorzoekbaarheid.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Strukturierte Liste mit Schwerpunkt auf standardisierten Beschreibungen, Klassifizierung und Durchsuchbarkeit.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Liste structurée mettant l'accent sur les descriptions normalisées, la classification et la recherche.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Lista estructurada que enfatiza descripciones estandarizadas, clasificación y búsqueda.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قائمة منظمة تؤكد على الأوصاف الموحدة والتصنيف وقابلية البحث.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Daftar terstruktur yang menekankan deskripsi terstandarisasi, klasifikasi, dan kemampuan pencarian.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 强调标准化描述、分类和可搜索性的结构化列表。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Catalogus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Katalog
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catalogue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Catálogo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فهرس
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Katalog
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 目录
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Doorzoekbaar register van gepubliceerd materiaal volgens bibliografische standaarden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Durchsuchbares Verzeichnis von Publikationen nach bibliografischen Standards.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Registre consultable de documents publiés conforme aux normes bibliographiques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Registro searchable de materiales publicados siguiendo normas bibliográficas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: سجل قابل للبحث للمواد المنشورة وفق المعايير الببليوغرافية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Registri yang dapat dicari dari materi terpublikasi sesuai standar bibliografi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 遵循书目标准的可搜索出版物登记册。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Bibliotheekcatalogus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bibliothekskatalog
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: CataloguedeBibliothèque
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: CatálogodeBiblioteca
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فهرس المكتبة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KatalogPerpustakaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 图书馆目录
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Topografisch register dat bezittingen ordent naar fysieke opslagindeling.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Topografisches Verzeichnis, das Bestände nach physischer Lageranordnung ordnet.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Registre topographique organisant les fonds selon l'agencement de stockage physique.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Registro topográfico que organiza las existencias por disposición física de almacenamiento.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: سجل طوبوغرافي ينظم المقتنيات حسب ترتيب التخزين المادي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Registri topografis yang mengatur koleksi berdasarkan pengaturan penyimpanan fisik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 按物理存储安排组织馆藏的地形登记册。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Locatiecatalogus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Standortkatalog
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: CataloguedeLocalisation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: CatálogodeUbicación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فهرس الموقع
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KatalogLokasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 位置目录
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Overzicht op hoog niveau met contextuele informatie en onderzoekoriëntatie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Überblick auf hoher Ebene mit Kontextinformationen und Forschungsorientierung.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Vue d'ensemble fournissant des informations contextuelles et une orientation de recherche.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Visión general que proporciona información contextual y orientación para la investigación.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظرة عامة توفر معلومات سياقية وتوجيهًا للبحث.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Ikhtisar tingkat tinggi yang menyediakan informasi kontekstual dan orientasi penelitian.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 提供背景信息和研究指导的高层概览。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gids
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Führer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Guide
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Guía
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دليل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Panduan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 指南
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Uitgebreid institutioneel overzicht dat belangrijkste collecties en onderzoeksterktes bestrijkt.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Umfassender institutioneller Überblick über bedeutende Sammlungen und Forschungsschwerpunkte.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Aperçu institutionnel complet couvrant les principales collections et les domaines de recherche.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Visión institucional completa que cubre colecciones principales y fortalezas de investigación.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظرة مؤسسية شاملة تغطي المجموعات الرئيسية ونقاط القوة البحثية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Ikhtisar kelembagaan komprehensif yang mencakup koleksi utama dan kekuatan penelitian.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 涵盖主要馆藏和研究优势的全面机构概览。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Repositoriumgids
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Repositoriumsführer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: GuideduDépôt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: GuíadelRepositorio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دليل المستودع
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PanduanRepositori
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 仓储指南
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Beknopt overzicht op collectieniveau zonder gedetailleerde beschrijving op itemniveau.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Knapper Überblick auf Sammlungsebene ohne detaillierte Stückbeschreibungen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Aperçu concis au niveau de la collection sans description détaillée des articles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Resumen conciso a nivel de colección sin descripción detallada de artículos.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملخص موجز على مستوى المجموعة بدون وصف تفصيلي للبنود.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Ikhtisar ringkas tingkat koleksi tanpa deskripsi detail tingkat item.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 没有条目级详细描述的简明馆藏级概览。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: SamenvattendeGids
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ZusammenfassenderFührer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: GuideRésumé
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: GuíaResumida
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دليل ملخص
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PanduanRingkas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 摘要指南
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Eenvoudige opsomming met minimale gestandaardiseerde metadata behalve identificatie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Einfache Aufzählung mit minimalen standardisierten Metadaten über die Identifizierung hinaus.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Énumération simple avec des métadonnées normalisées minimales au-delà de l'identification.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Enumeración simple con metadatos estandarizados mínimos más allá de la identificación.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تعداد بسيط مع بيانات وصفية موحدة دنيا باستثناء التعريف.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Enumerasi sederhana dengan metadata terstandarisasi minimal di luar identifikasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 除标识外具有最少标准化元数据的简单枚举。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Lijst
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Liste
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Liste
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Lista
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قائمة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Daftar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 列表
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Thematische opsomming gericht op een specifiek onderwerp, formaat of materiaalsoort.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Thematische Aufzählung mit Fokus auf bestimmtes Thema, Format oder Materialart.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Énumération thématique axée sur un sujet, format ou type de matériel spécifique.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Enumeración temática enfocada en tema, formato o tipo de material específico.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تعداد موضوعي يركز على موضوع أو تنسيق أو نوع مادة محدد.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Enumerasi tematik yang berfokus pada subjek, format, atau jenis materi tertentu.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 侧重于特定主题、格式或材料类型的主题枚举。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: SpecialeLijst
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: SpezielleListe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ListeSpéciale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ListaEspecial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قائمة خاصة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: DaftarKhusus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 专题列表
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gerefereerde publicaties georganiseerd op onderwerp, auteur of historische periode.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Aufgelistete Verweise auf Publikationen, organisiert nach Thema, Autor oder historischem Zeitraum.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Références énumérées aux publications organisées par sujet, auteur ou période historique.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Referencias enumeradas a publicaciones organizadas por tema, autor o período histórico.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مراجع مدرجة للمنشورات منظمة حسب الموضوع أو المؤلف أو الفترة التاريخية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Referensi yang disebutkan untuk publikasi yang diorganisir berdasarkan topik, penulis, atau periode sejarah.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 按主题、作者或历史时期组织的出版物枚举参考文献。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Bibliografie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bibliografie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Bibliographie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Bibliografía
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ببليوغرافيا
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Bibliografi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 参考书目
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Doorzoekbare gestructureerde verzameling records met ondersteuning voor zoeken en gefacetteerd browsen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Abfragbare strukturierte Datensammlung mit Such- und Facetten-Navigation.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Collection structurée interrogeable prenant en charge la recherche et la navigation à facettes.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Colección estructurada consultable con soporte para búsqueda y navegación facetada.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجموعة منظمة قابلة للاستعلام تدعم البحث والتصفح الموجه.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kumpulan data terstruktur yang dapat di-query dengan dukungan pencarian dan penelusuran faset.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 支持搜索和分面浏览的可查询结构化记录集合。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Database
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Datenbank
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: BaseDeDonnées
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: BaseDeDatos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قاعدة بيانات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: BasisData
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 数据库
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Doorzoekbare opslagplaats van bibliografische records voor gepubliceerd materiaal.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Durchsuchbares Repositorium bibliografischer Datensätze für Publikationen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Dépôt consultable d'enregistrements bibliographiques pour les documents publiés.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Repositorio searchable de registros bibliográficos para materiales publicados.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مستودع قابل للبحث من السجلات الببليوغرافية للمواد المنشورة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Repositori yang dapat dicari dari catatan bibliografi untuk materi terpublikasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 出版物的书目记录可搜索存储库。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: BibliografischeDatabase
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: BibliografischeDatenbank
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: BaseDeDonnéesBibliographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: BaseDeDatosBibliográfica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قاعدة بيانات ببليوغرافية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: BasisDataBibliografi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 书目数据库
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Doorzoekbare opslagplaats van wetenschappelijke publicaties en onderzoekspublicaties.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Durchsuchbares Repositorium wissenschaftlicher Publikationen und Forschungsliteratur.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Dépôt consultable de publications savantes et de littérature de recherche.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Repositorio searchable de publicaciones académicas y literatura de investigación.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مستودع قابل للبحث من المنشورات الأكاديمية وأدبيات البحث.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Repositori yang dapat dicari dari publikasi ilmiah dan literatur penelitian.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 学术出版物和研究文献的可搜索存储库。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LiteratuurDatabase
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Literaturdatenbank
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: BaseDeDonnéesLittéraire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: BaseDeDatosLiteraria
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قاعدة بيانات أدبية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: BasisDataLiteratur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 文献数据库
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Analytisch overzicht dat bronnen synthetiseert met kritische interpretatie en wetenschappelijke context.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Analytische Übersicht, die Quellen mit kritischer Interpretation und wissenschaftlichem Kontext synthetisiert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Enquête analytique synthétisant les sources avec interprétation critique et contexte savant.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Encuesta analítica que sintetiza fuentes con interpretación crítica y contexto académico.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مسح تحليلي يجمع المصادر مع التفسير النقدي والسياق الأكاديمي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Survei analitis yang mensintesis sumber dengan interpretasi kritis dan konteks akademis.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 综合来源并进行批判性解释和学术背景的分析性综述。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Overzicht
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Übersicht
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Revue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Revisión
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مراجعة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Tinjauan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 综述
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Wetenschappelijke synthese die belangrijke bronnen, onderzoektrends en kennishiaten identificeert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Wissenschaftliche Synthese, die Hauptquellen, Forschungstrends und Wissenslücken identifiziert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Synthèse savante identifiant les sources clés, les tendances de recherche et les lacunes des connaissances.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Síntesis académica que identifica fuentes clave, tendencias de investigación y lagunas de conocimiento.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: توليفة أكاديمية تحدد المصادر الرئيسية واتجاهات البحث وفجوات المعرفة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Sintesis akademis yang mengidentifikasi sumber kunci, tren penelitian, dan kesenjangan pengetahuan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 识别关键来源、研究趋势和知识空白的学术综合。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Literatuuroverzicht
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Literaturübersicht
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: RevueDeLittérature
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: RevisiónDeLiteratura
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مراجعة الأدبيات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: TinjauanLiteratur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 文献综述
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Verhalend essay dat bibliografische bronnen over een onderwerp bekijkt en interpreteert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Narrativer Essay, der bibliografische Quellen zu einem Thema untersucht und interpretiert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Essai narratif examinant et interprétant les sources bibliographiques sur un sujet.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Ensayo narrativo que examina e interpreta fuentes bibliográficas sobre un tema.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مقال سردي يستعرض ويفسر المصادر الببليوغرافية حول موضوع ما.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Esai naratif yang meninjau dan menafsirkan sumber bibliografi tentang suatu topik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 叙述性文章，对某一主题的书目来源进行综述和解释。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: BibliografischOverzicht
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: BibliografischeÜbersicht
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: RevueBibliographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: RevisiónBibliográfica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مراجعة ببليوغرافية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: TinjauanBibliografi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 书目综述
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Alfabetische of systematische compilatie die toegangspunten biedt op naam, onderwerp of locatie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Alphabetische oder systematische Zusammenstellung mit Zugriffspunkten nach Name, Thema oder Ort.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Compilation alphabétique ou systématique fournissant des points d'accès par nom, sujet ou lieu.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Compilación alfabética o sistemática que proporciona puntos de acceso por nombre, tema o ubicación.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تجميع أبجدي أو منهجي يوفر نقاط وصول حسب الاسم أو الموضوع أو الموقع.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kompilasi alfabetis atau sistematis yang menyediakan titik akses berdasarkan nama, subjek, atau lokasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 按名称、主题或位置提供访问点的字母或系统汇编。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Index
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Index
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Index
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Índice
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فهرس
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Indeks
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 索引
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Systematische gids voor bibliografische bronnen georganiseerd op auteur, onderwerp of citatie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Systematischer Leitfaden zu bibliografischen Quellen, organisiert nach Autor, Thema oder Zitation.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Guide systématique des sources bibliographiques organisé par auteur, sujet ou citation.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Guía sistemática de fuentes bibliográficas organizadas por autor, tema o cita.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دليل منهجي للمصادر الببليوغرافية منظمة حسب المؤلف أو الموضوع أو الاستشهاد.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Panduan sistematis untuk sumber bibliografi yang diorganisir berdasarkan penulis, subjek, atau kutipan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 按作者、主题或引用组织的书目来源系统指南。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: BibliografischeIndex
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: BibliografischerIndex
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IndexBibliographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ÍndiceBibliográfico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فهرس ببليوغرافي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IndeksBibliografi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 书目索引
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Geografische gids die records aan plaatsen koppelt voor ruimtelijke onderzoeks toegang.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Geografischer Leitfaden, der Datensätze Orten zuordnet für räumlichen Forschungszugang.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Guide géographique reliant les documents aux lieux pour l'accès à la recherche spatiale.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Guía geográfica que mapea registros a lugares para acceso de investigación espacial.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دليل جغرافي يربط السجلات بالأماكن للوصول البحثي المكاني.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Panduan geografis yang memetakan catatan ke lokasi untuk akses penelitian spasial.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 将记录映射到地点以进行空间研究访问的地理指南。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LocatieIndex
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ortsindex
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IndexDeLocalisation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ÍndiceDeUbicación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فهرس المواقع
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IndeksLokasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 位置索引
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Educatieve bronnen die collectietoegang, onderzoeks methodologieën en best practices uitleggen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bildungsressourcen, die Sammlungszugang, Forschungsmethoden und bewährte Verfahren erläutern.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Ressources éducatives expliquant l'accès aux collections, les méthodologies de recherche et les meilleures pratiques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Recursos educativos que explican el acceso a colecciones, metodologías de investigación y mejores prácticas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: موارد تعليمية تشرح الوصول إلى المجموعات ومنهجيات البحث وأفضل الممارسات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Sumber daya pendidikan yang menjelaskan akses koleksi, metodologi penelitian, dan praktik terbaik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 解释馆藏访问、研究方法和最佳实践的教育资源。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Instructiemateriaal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Instruktionsmaterialien
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MatérielDInstruction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MaterialesDeInstrucción
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواد تعليمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: MateriInstruksional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 指导材料
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gezaghebbend compendium dat achtergrondkennis, terminologie en contextuele informatie biedt.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Autoritatives Kompendium, das Hintergrundwissen, Terminologie und Kontextinformationen bietet.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Compendium faisant autorité fournissant des connaissances de base, une terminologie et des informations contextuelles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Compendio autorizado que proporciona conocimiento de fondo, terminología e información contextual.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: موجز موثوق يوفر المعرفة الأساسية والمصطلحات والمعلومات السياقية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Ringkasan otoritatif yang menyediakan pengetahuan latar belakang, terminologi, dan informasi kontekstual.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 提供背景知识、术语和背景信息的权威汇编。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Naslagwerk
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Nachschlagewerk
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: OuvrageDeRéférence
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ObraDeReferencia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: عمل مرجعي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KaryaReferensi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 参考著作
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FireSuppressionTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FireSuppressionTypes.yaml
index 54ec2a2ec8..847c4b81b8 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FireSuppressionTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FireSuppressionTypes.yaml
@@ -42,20 +42,131 @@ classes:
   SprinklerSystem:
     is_a: FireSuppressionType
     description: Water-based sprinkler suppression system for automated discharge.
+    alt_descriptions:
+      nl: Op water gebaseerd sprinklersysteem voor geautomatiseerde blussing.
+      de: Wasserbasiertes Sprinklersystem zur automatischen Löschung.
+      fr: Système d'extinction par sprinklers à eau pour déclenchement automatisé.
+      es: Sistema de extinción por rociadores a base de agua para descarga automática.
+      ar: نظام رشاشات مائي للإطفاء الآلي.
+      id: Sistem sprinkler berbasis air untuk pemadaman otomatis.
+      zh: 基于水的喷淋灭火系统，用于自动排放。
+    structured_aliases:
+    - literal_form: sprinklerinstallatie
+      in_language: nl
+    - literal_form: Sprinkleranlage
+      in_language: de
+    - literal_form: système sprinkler
+      in_language: fr
+    - literal_form: sistema de rociadores
+      in_language: es
+    - literal_form: نظام رشاشات
+      in_language: ar
+    - literal_form: sistem sprinkler
+      in_language: id
+    - literal_form: 喷淋系统
+      in_language: zh
+    keywords:
+    - sprinkler
+    - water
+    - automated
+    - suppression
     broad_mappings:
     - skos:Concept
   WaterMistSystem:
     is_a: FireSuppressionType
     description: High-pressure fine water mist suppression system.
+    alt_descriptions:
+      nl: Hogedruk fijnewaternevel-blussingssysteem.
+      de: Hochdruck-Wassernebel-Löschsystem.
+      fr: Système d'extinction à brouillard d'eau à haute pression.
+      es: Sistema de extinción de neblina de agua a alta presión.
+      ar: نظام إطفاء برذاذ الماء عالي الضغط.
+      id: Sistem pemadam kabut air bertekanan tinggi.
+      zh: 高压细水雾灭火系统。
+    structured_aliases:
+    - literal_form: waternevelsysteem
+      in_language: nl
+    - literal_form: Wassernebelanlage
+      in_language: de
+    - literal_form: système de brouillard d'eau
+      in_language: fr
+    - literal_form: sistema de neblina de agua
+      in_language: es
+    - literal_form: نظام رذاذ الماء
+      in_language: ar
+    - literal_form: sistem kabut air
+      in_language: id
+    - literal_form: 细水雾系统
+      in_language: zh
+    keywords:
+    - water mist
+    - fine mist
+    - high pressure
+    - suppression
     broad_mappings:
     - skos:Concept
   ChemicalAgentSystem:
     is_a: FireSuppressionType
     description: Clean-agent chemical suppression system.
+    alt_descriptions:
+      nl: Schoon-middel chemisch blussingssysteem.
+      de: Chemisches Löschsystem mit sauberen Wirkstoffen.
+      fr: Système d'extinction chimique à agent propre.
+      es: Sistema de extinción química de agente limpio.
+      ar: نظام إطفاء كيميائي بعامل نظيف.
+      id: Sistem pemadam kimia agen bersih.
+      zh: 洁净剂化学灭火系统。
+    structured_aliases:
+    - literal_form: chemisch blussingssysteem
+      in_language: nl
+    - literal_form: chemisches Löschsystem
+      in_language: de
+    - literal_form: système chimique
+      in_language: fr
+    - literal_form: sistema químico
+      in_language: es
+    - literal_form: نظام كيميائي
+      in_language: ar
+    - literal_form: sistem kimia
+      in_language: id
+    - literal_form: 化学灭火系统
+      in_language: zh
+    keywords:
+    - chemical
+    - clean agent
+    - gas
+    - suppression
     broad_mappings:
     - skos:Concept
   NoSystem:
     is_a: FireSuppressionType
     description: No fixed fire suppression system is installed.
+    alt_descriptions:
+      nl: Geen vast brandblussysteem geïnstalleerd.
+      de: Keine fest installierte Feuerlöschanlage vorhanden.
+      fr: Aucun système d'extinction fixe installé.
+      es: Ningún sistema de extinción fijo instalado.
+      ar: لا يوجد نظام إطفاء ثابت مثبت.
+      id: Tidak ada sistem pemadam kebakaran tetap terpasang.
+      zh: 未安装固定灭火系统。
+    structured_aliases:
+    - literal_form: geen systeem
+      in_language: nl
+    - literal_form: kein System
+      in_language: de
+    - literal_form: pas de système
+      in_language: fr
+    - literal_form: sin sistema
+      in_language: es
+    - literal_form: بلا نظام
+      in_language: ar
+    - literal_form: tanpa sistem
+      in_language: id
+    - literal_form: 无系统
+      in_language: zh
+    keywords:
+    - none
+    - no system
+    - unprotected
     broad_mappings:
     - skos:Concept
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FreeArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FreeArchiveRecordSetType.yaml
index 7a3822ff83..cd195871a1 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FreeArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FreeArchiveRecordSetType.yaml
@@ -29,22 +29,36 @@ classes:
       zh: 用于独立社会运动档案机构常见文献聚合体的分类根节点。
     structured_aliases:
       - literal_form: vrij-archiefbestandtype
+        predicate: EXACT_SYNONYM
         in_language: nl
       - literal_form: Freies-Archiv-Bestandstyp
+        predicate: EXACT_SYNONYM
         in_language: de
       - literal_form: type d'ensemble documentaire d'archive libre
+        predicate: EXACT_SYNONYM
         in_language: fr
       - literal_form: tipo de conjunto documental de archivo libre
+        predicate: EXACT_SYNONYM
         in_language: es
       - literal_form: نوع مجموعة سجلات أرشيف مستقل
+        predicate: EXACT_SYNONYM
         in_language: ar
       - literal_form: tipe set arsip independen
+        predicate: EXACT_SYNONYM
         in_language: id
       - literal_form: 自由档案记录集类型
+        predicate: EXACT_SYNONYM
         in_language: zh
+    keywords:
+      - independent archive
+      - social movement documentation
+      - documentary aggregate classification
+      - archival taxonomy
     slots:
       - has_type
       - has_score
       - has_scope
     broad_mappings:
       - rico:RecordSetType
+      - skos:Concept
+      - crm:E55_Type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FreeArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FreeArchiveRecordSetTypes.yaml
index 13352f8a8a..70e46369a6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FreeArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FreeArchiveRecordSetTypes.yaml
@@ -59,6 +59,11 @@ classes:
     - literal_form: 开放获取收藏
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+      - open access
+      - public consultation
+      - reuse conditions
+      - accessibility
     slots:
       - has_type
       - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FrenchPrivateArchivesRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FrenchPrivateArchivesRecordSetTypes.yaml
index 62617def15..cf4c4bf167 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FrenchPrivateArchivesRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FrenchPrivateArchivesRecordSetTypes.yaml
@@ -64,6 +64,12 @@ classes:
       - has_score
       - has_custodian
       - has_note
+    keywords:
+      - private archives
+      - French archival heritage
+      - private entity records
+      - fonds
+      - non-public records
     slot_usage:
       has_custodian:
         equals_string: "hc:FrenchPrivateArchives"
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/FunctionTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/FunctionTypes.yaml
index fecb2f0e98..449c56e2d6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/FunctionTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/FunctionTypes.yaml
@@ -29,6 +29,7 @@ prefixes:
   linkml: https://w3id.org/linkml/
   hc: https://nde.nl/ontology/hc/
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
 default_prefix: hc
 imports:
   - ./FunctionType
@@ -38,6 +39,21 @@ classes:
     is_a: FunctionType
     class_uri: hc:FinanceFunction
     description: Budgeting, accounting, and financial reporting responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor budgettering, boekhouding en financiële verslaggeving.
+      de: >-
+        Zuständigkeiten fuer Budgetierung, Buchhaltung und Finanzberichterstattung.
+      fr: >-
+        Responsabilites de budgetisation, de comptabilite et de rapport financier.
+      es: >-
+        Responsabilidades de presupuesto, contabilidad e informes financieros.
+      ar: >-
+        مسؤوليات إعداد الميزانية والمحاسبة والتقارير المالية.
+      id: >-
+        Tanggung jawab penganggaran, akuntansi, dan pelaporan keuangan.
+      zh: >-
+        预算编制、会计和财务报告职责。
     structured_aliases:
       - literal_form: financiële functie
         predicate: EXACT_SYNONYM
@@ -60,42 +76,284 @@ classes:
       - literal_form: 财务职能
         predicate: EXACT_SYNONYM
         in_language: zh
+    keywords:
+    - finance
+    - budget
+    - accounting
+    - financial
+    - reporting
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   HumanResourcesFunction:
     is_a: FunctionType
     class_uri: hc:HumanResourcesFunction
     description: Staffing, employment policy, and workforce development responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor personeelsbezetting, arbeidsbeleid en ontwikkeling van het personeelsbestand.
+      de: >-
+        Zuständigkeiten fuer Personalbesetzung, Beschaeftigungspolitik und Personalentwicklung.
+      fr: >-
+        Responsabilites de dotation, de politique d'emploi et de developpement de la main-d'oeuvre.
+      es: >-
+        Responsabilidades de dotación de personal, política de empleo y desarrollo de la fuerza laboral.
+      ar: >-
+        مسؤوليات التوظيف وسياسة العمل وتطوير القوى العاملة.
+      id: >-
+        Tanggung jawab stafing, kebijakan ketenagakerjaan, dan pengembangan tenaga kerja.
+      zh: >-
+        人员配置、就业政策和劳动力发展职责。
+    structured_aliases:
+      - literal_form: personeelsfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Personalwesen
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction ressources humaines
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función recursos humanos
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة الموارد البشرية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi sumber daya manusia
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 人力资源职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - human resources
+    - hr
+    - personnel
+    - staffing
+    - employment
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   LegalFunction:
     is_a: FunctionType
     class_uri: hc:LegalFunction
     description: Legal compliance, contracting, and risk governance responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor juridische naleving, contractering en risicobeheer.
+      de: >-
+        Zuständigkeiten fuer rechtliche Compliance, Vertragsschluss und Risikogovernance.
+      fr: >-
+        Responsabilites de conformite juridique, de contractualisation et de gouvernance des risques.
+      es: >-
+        Responsabilidades de cumplimiento legal, contratación y gobernanza de riesgos.
+      ar: >-
+        مسؤوليات الامتثال القانوني وإبرام العقود وحوكمة المخاطر.
+      id: >-
+        Tanggung jawab kepatuhan hukum, kontrak, dan tata kelola risiko.
+      zh: >-
+        法律合规、合同和风险治理职责。
+    structured_aliases:
+      - literal_form: juridische functie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Rechtsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction juridique
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función legal
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: الوظيفة القانونية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi hukum
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 法律职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - legal
+    - compliance
+    - contract
+    - risk
+    - governance
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   ExecutiveFunction:
     is_a: FunctionType
     class_uri: hc:ExecutiveFunction
     description: Strategic leadership and executive decision-making responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor strategisch leiderschap en uitvoerende besluitvorming.
+      de: >-
+        Zuständigkeiten fuer strategische Fuehrung und geschaeftliche Entscheidungsfindung.
+      fr: >-
+        Responsabilites de leadership strategique et de prise de decision executive.
+      es: >-
+        Responsabilidades de liderazgo estratégico y toma de decisiones ejecutivas.
+      ar: >-
+        مسؤوليات القيادة الاستراتيجية واتخاذ القرارات التنفيذية.
+      id: >-
+        Tanggung jawab kepemimpinan strategis dan pengambilan keputusan eksekutif.
+      zh: >-
+        战略领导和行政决策职责。
+    structured_aliases:
+      - literal_form: uitvoerende functie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Exekutivfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction executive
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función ejecutiva
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: الوظيفة التنفيذية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi eksekutif
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 行政职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - executive
+    - leadership
+    - strategic
+    - management
+    - decision
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   FacilitiesFunction:
     is_a: FunctionType
     class_uri: hc:FacilitiesFunction
     description: Building operations, space management, and infrastructure responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor gebouwbeheer, ruimtebeheer en infrastructuur.
+      de: >-
+        Zuständigkeiten fuer Gebaeudebetrieb, Raummanagement und Infrastruktur.
+      fr: >-
+        Responsabilites d'exploitation des batiments, de gestion des espaces et d'infrastructure.
+      es: >-
+        Responsabilidades de operaciones de edificios, gestión de espacios e infraestructura.
+      ar: >-
+        مسؤوليات عمليات المباني وإدارة المساحات والبنية التحتية.
+      id: >-
+        Tanggung jawab operasi gedung, pengelolaan ruang, dan infrastruktur.
+      zh: >-
+        建筑运营、空间管理和基础设施职责。
+    structured_aliases:
+      - literal_form: huisvestingsfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Facility-Management-Funktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction des installations
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de instalaciones
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة المرافق
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi fasilitas
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 设施职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - facilities
+    - building
+    - space
+    - infrastructure
+    - operations
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   ProcurementFunction:
     is_a: FunctionType
     class_uri: hc:ProcurementFunction
     description: Purchasing, vendor management, and acquisition workflow responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor inkoop, leveranciersbeheer en verwervingsprocessen.
+      de: >-
+        Zuständigkeiten fuer Beschaffung, Lieferantenmanagement und Beschaffungsablaeufe.
+      fr: >-
+        Responsabilites d'achat, de gestion des fournisseurs et de flux d'acquisition.
+      es: >-
+        Responsabilidades de compras, gestión de proveedores y flujos de adquisición.
+      ar: >-
+        مسؤوليات المشتريات وإدارة الموردين وعمليات الاستحواذ.
+      id: >-
+        Tanggung jawab pengadaan, manajemen vendor, dan alur kerja akuisisi.
+      zh: >-
+        采购、供应商管理和收购流程职责。
+    structured_aliases:
+      - literal_form: inkoopfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Beschaffungsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction approvisionnement
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de adquisiciones
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة المشتريات
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi pengadaan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 采购职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - procurement
+    - purchasing
+    - vendor
+    - acquisition
+    - buying
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   ExhibitionFunction:
     is_a: FunctionType
     class_uri: hc:ExhibitionFunction
     description: Exhibition planning, production, and delivery responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor tentoonstellingsplanning, -productie en -levering.
+      de: >-
+        Zuständigkeiten fuer Ausstellungsplanung, -produktion und -lieferung.
+      fr: >-
+        Responsabilites de planification, de production et de livraison d'expositions.
+      es: >-
+        Responsabilidades de planificación, producción y entrega de exposiciones.
+      ar: >-
+        مسؤوليات تخطيط المعارض وإنتاجها وتنفيذها.
+      id: >-
+        Tanggung jawab perencanaan, produksi, dan penyampaian pameran.
+      zh: >-
+        展览策划、制作和交付职责。
     structured_aliases:
       - literal_form: tentoonstellingsfunctie
         predicate: EXACT_SYNONYM
@@ -118,12 +376,34 @@ classes:
       - literal_form: 展览职能
         predicate: EXACT_SYNONYM
         in_language: zh
+    keywords:
+    - exhibition
+    - display
+    - gallery
+    - curatorial
+    - installation
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   ConservationFunction:
     is_a: FunctionType
     class_uri: hc:ConservationFunction
     description: Preventive and interventive conservation responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor preventieve en interventieve conservering.
+      de: >-
+        Zuständigkeiten fuer praeventive und interventive Konservierung.
+      fr: >-
+        Responsabilites de conservation preventive et interventionnelle.
+      es: >-
+        Responsabilidades de conservación preventiva e interventiva.
+      ar: >-
+        مسؤوليات الحفظ الوقائي والتدخلي.
+      id: >-
+        Tanggung jawab konservasi preventif dan interventif.
+      zh: >-
+        预防性和干预性保护职责。
     structured_aliases:
       - literal_form: conserveringsfunctie
         predicate: EXACT_SYNONYM
@@ -146,24 +426,134 @@ classes:
       - literal_form: 保护职能
         predicate: EXACT_SYNONYM
         in_language: zh
+    keywords:
+    - conservation
+    - preservation
+    - restoration
+    - preventive
+    - treatment
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   EducationFunction:
     is_a: FunctionType
     class_uri: hc:EducationFunction
     description: Learning programming, outreach, and interpretation responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor leerprogrammering, outreach en interpretatie.
+      de: >-
+        Zuständigkeiten fuer Lernprogrammierung, Oeffentlichkeitsarbeit und Interpretation.
+      fr: >-
+        Responsabilites de programmation educative, de sensibilisation et d'interpretation.
+      es: >-
+        Responsabilidades de programación educativa, alcance e interpretación.
+      ar: >-
+        مسؤوليات البرمجة التعليمية والتوعية والتفسير.
+      id: >-
+        Tanggung jawab program pembelajaran, jangkauan, dan interpretasi.
+      zh: >-
+        学习项目、外展和解读职责。
+    structured_aliases:
+      - literal_form: onderwijsfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Bildungsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction education
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función educativa
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: الوظيفة التعليمية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi pendidikan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 教育职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - education
+    - learning
+    - outreach
+    - interpretation
+    - programming
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   ResearchFunction:
     is_a: FunctionType
     class_uri: hc:ResearchFunction
     description: Scholarly inquiry, documentation, and knowledge-production responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor wetenschappelijk onderzoek, documentatie en kennismateriaal.
+      de: >-
+        Zuständigkeiten fuer wissenschaftliche Untersuchung, Dokumentation und Wissensproduktion.
+      fr: >-
+        Responsabilites de recherche scientifique, de documentation et de production de connaissances.
+      es: >-
+        Responsabilidades de investigación académica, documentación y producción de conocimiento.
+      ar: >-
+        مسؤوليات البحث العلمي والتوثيق وإنتاج المعرفة.
+      id: >-
+        Tanggung jawab penyelidikan ilmiah, dokumentasi, dan produksi pengetahuan.
+      zh: >-
+        学术研究、文献整理和知识生产职责。
+    structured_aliases:
+      - literal_form: onderzoeksfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Forschungsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction recherche
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de investigación
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: الوظيفة البحثية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi penelitian
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 研究职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - research
+    - scholarship
+    - documentation
+    - knowledge
+    - inquiry
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   CollectionManagementFunction:
     is_a: FunctionType
     class_uri: hc:CollectionManagementFunction
     description: Registration, cataloging, and lifecycle control responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor registratie, catalogisering en levenscyclusbeheer.
+      de: >-
+        Zuständigkeiten fuer Registrierung, Katalogisierung und Lebenszykluskontrolle.
+      fr: >-
+        Responsabilites d'enregistrement, de catalogage et de controle du cycle de vie.
+      es: >-
+        Responsabilidades de registro, catalogación y control del ciclo de vida.
+      ar: >-
+        مسؤوليات التسجيل والفهرسة والتحكم في دورة الحياة.
+      id: >-
+        Tanggung jawab pendaftaran, katalogisasi, dan kontrol siklus hidup.
+      zh: >-
+        登记、编目和生命周期控制职责。
     structured_aliases:
       - literal_form: collectiebeheerfunctie
         predicate: EXACT_SYNONYM
@@ -186,12 +576,34 @@ classes:
       - literal_form: 馆藏管理职能
         predicate: EXACT_SYNONYM
         in_language: zh
+    keywords:
+    - collection management
+    - registration
+    - cataloging
+    - inventory
+    - lifecycle
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   ArchivalFunction:
     is_a: FunctionType
     class_uri: hc:ArchivalFunction
     description: Appraisal, arrangement, description, and archival access responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor taxatie, ordening, beschrijving en archieftoegang.
+      de: >-
+        Zuständigkeiten fuer Bewertung, Ordnung, Verzeichnung und Archivzugang.
+      fr: >-
+        Responsabilites d'evaluation, de classement, de description et d'acces aux archives.
+      es: >-
+        Responsabilidades de valoración, ordenación, descripción y acceso archivístico.
+      ar: >-
+        مسؤوليات التقييم والترتيب والوصف والوصول الأرشيفي.
+      id: >-
+        Tanggung jawab penilaian, penyusunan, deskripsi, dan akses arsip.
+      zh: >-
+        鉴定、整理、描述和档案查阅职责。
     structured_aliases:
       - literal_form: archieffunctie
         predicate: EXACT_SYNONYM
@@ -214,12 +626,34 @@ classes:
       - literal_form: 档案职能
         predicate: EXACT_SYNONYM
         in_language: zh
+    keywords:
+    - archival
+    - archive
+    - appraisal
+    - arrangement
+    - description
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   LibraryFunction:
     is_a: FunctionType
     class_uri: hc:LibraryFunction
     description: Library service, circulation, and bibliographic management responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor bibliotheekdienst, uitlening en bibliografisch beheer.
+      de: >-
+        Zuständigkeiten fuer Bibliotheksdienst, Ausleihe und bibliografisches Management.
+      fr: >-
+        Responsabilites de service de bibliotheque, de circulation et de gestion bibliographique.
+      es: >-
+        Responsabilidades de servicio de biblioteca, circulación y gestión bibliográfica.
+      ar: >-
+        مسؤوليات خدمات المكتبة والإعارة والإدارة الببليوغرافية.
+      id: >-
+        Tanggung jawab layanan perpustakaan, sirkulasi, dan manajemen bibliografi.
+      zh: >-
+        图书馆服务、流通和书目管理职责。
     structured_aliases:
       - literal_form: bibliotheekfunctie
         predicate: EXACT_SYNONYM
@@ -242,96 +676,734 @@ classes:
       - literal_form: 图书馆职能
         predicate: EXACT_SYNONYM
         in_language: zh
+    keywords:
+    - library
+    - circulation
+    - bibliographic
+    - lending
+    - reference
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   InformationTechnologyFunction:
     is_a: FunctionType
     class_uri: hc:InformationTechnologyFunction
     description: Information systems, digital infrastructure, and technical support responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor informatiesystemen, digitale infrastructuur en technische ondersteuning.
+      de: >-
+        Zuständigkeiten fuer Informationssysteme, digitale Infrastruktur und technischen Support.
+      fr: >-
+        Responsabilites des systemes d'information, de l'infrastructure numerique et du support technique.
+      es: >-
+        Responsabilidades de sistemas de información, infraestructura digital y soporte técnico.
+      ar: >-
+        مسؤوليات أنظمة المعلومات والبنية التحتية الرقمية والدعم الفني.
+      id: >-
+        Tanggung jawab sistem informasi, infrastruktur digital, dan dukungan teknis.
+      zh: >-
+        信息系统、数字基础设施和技术支持职责。
+    structured_aliases:
+      - literal_form: IT-functie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: IT-Funktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction informatique
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de tecnología de la información
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة تكنولوجيا المعلومات
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi teknologi informasi
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 信息技术职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - information technology
+    - it
+    - systems
+    - digital
+    - infrastructure
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   SecurityFunction:
     is_a: FunctionType
     class_uri: hc:SecurityFunction
     description: Physical safety, access control, and incident response responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor fysieke veiligheid, toegangscontrole en incidentrespons.
+      de: >-
+        Zuständigkeiten fuer physische Sicherheit, Zugangskontrolle und Vorfallsreaktion.
+      fr: >-
+        Responsabilites de securite physique, de controle d'acces et de reponse aux incidents.
+      es: >-
+        Responsabilidades de seguridad física, control de acceso y respuesta a incidentes.
+      ar: >-
+        مسؤوليات السلامة المادية والتحكم في الوصول والاستجابة للحوادث.
+      id: >-
+        Tanggung jawab keamanan fisik, kontrol akses, dan respons insiden.
+      zh: >-
+        实体安全、出入控制和事件响应职责。
+    structured_aliases:
+      - literal_form: beveiligingsfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Sicherheitsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction securite
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de seguridad
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة الأمن
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi keamanan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 安全职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - security
+    - safety
+    - access control
+    - protection
+    - incident
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   MaintenanceFunction:
     is_a: FunctionType
     class_uri: hc:MaintenanceFunction
     description: Routine upkeep, repair, and environmental systems maintenance responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor routineonderhoud, reparatie en onderhoud van milieusystemen.
+      de: >-
+        Zuständigkeiten fuer routinemaessige Wartung, Reparatur und Umweltsystemwartung.
+      fr: >-
+        Responsabilites d'entretien courant, de reparation et de maintenance des systemes environnementaux.
+      es: >-
+        Responsabilidades de mantenimiento rutinario, reparación y mantenimiento de sistemas ambientales.
+      ar: >-
+        مسؤوليات الصيانة الروتينية والإصلاح وصيانة الأنظمة البيئية.
+      id: >-
+        Tanggung jawab pemeliharaan rutin, perbaikan, dan perawatan sistem lingkungan.
+      zh: >-
+        日常维护、维修和环境系统维护职责。
+    structured_aliases:
+      - literal_form: onderhoudsfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Wartungsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction maintenance
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de mantenimiento
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة الصيانة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi pemeliharaan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 维护职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - maintenance
+    - repair
+    - upkeep
+    - environmental
+    - systems
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   VisitorServicesFunction:
     is_a: FunctionType
     class_uri: hc:VisitorServicesFunction
     description: Front-of-house support and visitor assistance responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor front-of-house ondersteuning en bezoekersassistie.
+      de: >-
+        Zuständigkeiten fuer Front-of-House-Unterstuetzung und Besucherassistenz.
+      fr: >-
+        Responsabilites de support en salle et d'assistance aux visiteurs.
+      es: >-
+        Responsabilidades de apoyo al público y asistencia al visitante.
+      ar: >-
+        مسؤوليات دعم الخدمات الأمامية ومساعدة الزوار.
+      id: >-
+        Tanggung jawab dukungan depan-ruang dan bantuan pengunjung.
+      zh: >-
+        前台支持和访客协助职责。
+    structured_aliases:
+      - literal_form: bezoekerservicesfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Besucherdienstfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction services aux visiteurs
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de servicios al visitante
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة خدمات الزوار
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi layanan pengunjung
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 访客服务职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - visitor services
+    - front-of-house
+    - customer service
+    - assistance
+    - hospitality
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   RetailFunction:
     is_a: FunctionType
     class_uri: hc:RetailFunction
     description: On-site and online sales operation responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor verkoopactiviteiten ter plaatse en online.
+      de: >-
+        Zuständigkeiten fuer Vor-Ort- und Online-Verkaufsoperationen.
+      fr: >-
+        Responsabilites des operations de vente sur site et en ligne.
+      es: >-
+        Responsabilidades de operaciones de venta in situ y en linea.
+      ar: >-
+        مسؤوليات عمليات البيع في الموقع وعبر الإنترنت.
+      id: >-
+        Tanggung jawab operasi penjualan di tempat dan daring.
+      zh: >-
+        现场和在线销售运营职责。
+    structured_aliases:
+      - literal_form: verkoopfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Einzelhandelsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction vente au detail
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de venta al por menor
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة البيع بالتجزئة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi ritel
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 零售职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - retail
+    - sales
+    - shop
+    - store
+    - merchandise
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   CateringFunction:
     is_a: FunctionType
     class_uri: hc:CateringFunction
     description: Food service and catering operation responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor voedselservice en cateringactiviteiten.
+      de: >-
+        Zuständigkeiten fuer Verpflegungsservice und Catering-Betrieb.
+      fr: >-
+        Responsabilites du service de restauration et des operations de traiteur.
+      es: >-
+        Responsabilidades de servicio de alimentos y operaciones de catering.
+      ar: >-
+        مسؤوليات خدمة الطعام وعمليات التموين.
+      id: >-
+        Tanggung jawab layanan makanan dan operasi katering.
+      zh: >-
+        餐饮服务和宴会运营职责。
+    structured_aliases:
+      - literal_form: horecafunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Cateringfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction restauration
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de catering
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة التموين
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi katering
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 餐饮职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - catering
+    - food service
+    - restaurant
+    - cafe
+    - hospitality
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   FundraisingFunction:
     is_a: FunctionType
     class_uri: hc:FundraisingFunction
     description: Donor development and fundraising campaign responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor donateurontwikkeling en fondsenwervingscampagnes.
+      de: >-
+        Zuständigkeiten fuer Spenderentwicklung und Fundraising-Kampagnen.
+      fr: >-
+        Responsabilites de developpement des donateurs et de campagnes de collecte de fonds.
+      es: >-
+        Responsabilidades de desarrollo de donantes y campañas de recaudación de fondos.
+      ar: >-
+        مسؤوليات تطوير المانحين وحملات جمع التبرعات.
+      id: >-
+        Tanggung jawab pengembangan donor dan kampanye penggalangan dana.
+      zh: >-
+        捐赠者发展和筹款活动职责。
+    structured_aliases:
+      - literal_form: fondsenwervingsfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Fundraising-Funktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction collecte de fonds
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de recaudación de fondos
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة جمع التبرعات
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi penggalangan dana
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 筹款职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - fundraising
+    - development
+    - donors
+    - campaigns
+    - philanthropy
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   GrantsFunction:
     is_a: FunctionType
     class_uri: hc:GrantsFunction
     description: Grant application, management, and reporting responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor subsidieaanvraag, -beheer en -verslaggeving.
+      de: >-
+        Zuständigkeiten fuer Zuschussantrag, -verwaltung und -berichterstattung.
+      fr: >-
+        Responsabilites de demande, de gestion et de rapport de subventions.
+      es: >-
+        Responsabilidades de solicitud, gestión e informes de subvenciones.
+      ar: >-
+        مسؤوليات طلب المنح وإدارتها وإعداد التقارير عنها.
+      id: >-
+        Tanggung jawab aplikasi, pengelolaan, dan pelaporan hibah.
+      zh: >-
+        拨款申请、管理和报告职责。
+    structured_aliases:
+      - literal_form: subsidiefunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Zuschussfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction subventions
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de subvenciones
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة المنح
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi hibah
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 拨款职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - grants
+    - funding
+    - applications
+    - awards
+    - subsidies
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   MembershipFunction:
     is_a: FunctionType
     class_uri: hc:MembershipFunction
     description: Membership acquisition, retention, and benefits administration responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor ledervenwerving, -behoud en voordelenbeheer.
+      de: >-
+        Zuständigkeiten fuer Mitgliederakquise, -bindung und Vorteilsverwaltung.
+      fr: >-
+        Responsabilites d'acquisition, de retention et d'administration des avantages des membres.
+      es: >-
+        Responsabilidades de adquisición, retención y administración de beneficios de membresía.
+      ar: >-
+        مسؤوليات استقطاب الأعضاء والاحتفاظ بهم وإدارة المزايا.
+      id: >-
+        Tanggung jawab akuisisi, retensi, dan administrasi manfaat keanggotaan.
+      zh: >-
+        会员招募、保留和福利管理职责。
+    structured_aliases:
+      - literal_form: lidmaatschapsfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Mitgliedschaftsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction adhesion
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de membresía
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة العضوية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi keanggotaan
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 会员职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - membership
+    - members
+    - acquisition
+    - retention
+    - benefits
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   CorporatePartnershipsFunction:
     is_a: FunctionType
     class_uri: hc:CorporatePartnershipsFunction
     description: Sponsorship and corporate collaboration responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor sponsoring en zakelijke samenwerking.
+      de: >-
+        Zuständigkeiten fuer Sponsoring und Unternehmenszusammenarbeit.
+      fr: >-
+        Responsabilites de parrainage et de collaboration d'entreprise.
+      es: >-
+        Responsabilidades de patrocinio y colaboración corporativa.
+      ar: >-
+        مسؤوليات الرعاية والتعاون المؤسسي.
+      id: >-
+        Tanggung jawab sponsor dan kolaborasi korporat.
+      zh: >-
+        赞助和企业合作职责。
+    structured_aliases:
+      - literal_form: zakelijkepartnersfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Unternehmenspartnerschaftsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction partenariats d'entreprises
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de alianzas corporativas
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة الشراكات المؤسسية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi kemitraan korporat
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 企业合作职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - corporate partnerships
+    - sponsorship
+    - collaboration
+    - business
+    - partners
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   PublicRelationsFunction:
     is_a: FunctionType
     class_uri: hc:PublicRelationsFunction
     description: Media relations and external communication responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor mediarelaties en externe communicatie.
+      de: >-
+        Zuständigkeiten fuer Medienbeziehungen und externe Kommunikation.
+      fr: >-
+        Responsabilites de relations medias et de communication externe.
+      es: >-
+        Responsabilidades de relaciones con medios y comunicación externa.
+      ar: >-
+        مسؤوليات العلاقات الإعلامية والتواصل الخارجي.
+      id: >-
+        Tanggung jawab hubungan media dan komunikasi eksternal.
+      zh: >-
+        媒体关系和对外传播职责。
+    structured_aliases:
+      - literal_form: pr-functie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Oeffentlichkeitsarbeitsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction relations publiques
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de relaciones públicas
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة العلاقات العامة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi hubungan masyarakat
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 公共关系职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - public relations
+    - pr
+    - media
+    - communications
+    - external
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   MarketingFunction:
     is_a: FunctionType
     class_uri: hc:MarketingFunction
     description: Audience development and campaign communication responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor publieksontwikkeling en campagnecommunicatie.
+      de: >-
+        Zuständigkeiten fuer Zielgruppenentwicklung und Kampagnenkommunikation.
+      fr: >-
+        Responsabilites de developpement de l'audience et de communication de campagne.
+      es: >-
+        Responsabilidades de desarrollo de audiencia y comunicación de campañas.
+      ar: >-
+        مسؤوليات تطوير الجمهور والتواصل الحملاتي.
+      id: >-
+        Tanggung jawab pengembangan audiens dan komunikasi kampanye.
+      zh: >-
+        受众发展和活动传播职责。
+    structured_aliases:
+      - literal_form: marketingfunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Marketingfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction marketing
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de marketing
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة التسويق
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi pemasaran
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 营销职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - marketing
+    - promotion
+    - audience
+    - campaigns
+    - advertising
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   SocialMediaFunction:
     is_a: FunctionType
     class_uri: hc:SocialMediaFunction
     description: Social platform publishing and community interaction responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor publicatie op sociale platforms en gemeenschapsinteractie.
+      de: >-
+        Zuständigkeiten fuer Social-Media-Publikation und Community-Interaktion.
+      fr: >-
+        Responsabilites de publication sur plateformes sociales et d'interaction communautaire.
+      es: >-
+        Responsabilidades de publicación en plataformas sociales e interacción comunitaria.
+      ar: >-
+        مسؤوليات النشر على المنصات الاجتماعية والتفاعل المجتمعي.
+      id: >-
+        Tanggung jawab publikasi platform sosial dan interaksi komunitas.
+      zh: >-
+        社交平台发布和社区互动职责。
+    structured_aliases:
+      - literal_form: socialemediafunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Social-Media-Funktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction reseaux sociaux
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de redes sociales
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة وسائل التواصل الاجتماعي
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi media sosial
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 社交媒体职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - social media
+    - community
+    - platforms
+    - engagement
+    - publishing
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   PublicationsFunction:
     is_a: FunctionType
     class_uri: hc:PublicationsFunction
     description: Editorial production and dissemination responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor redactionele productie en verspreiding.
+      de: >-
+        Zuständigkeiten fuer redaktionelle Produktion und Verbreitung.
+      fr: >-
+        Responsabilites de production editoriale et de diffusion.
+      es: >-
+        Responsabilidades de producción editorial y difusión.
+      ar: >-
+        مسؤوليات الإنتاج التحريري والنشر.
+      id: >-
+        Tanggung jawab produksi editorial dan diseminasi.
+      zh: >-
+        编辑制作和传播职责。
+    structured_aliases:
+      - literal_form: publicatiefunctie
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Publikationsfunktion
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: fonction publications
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: función de publicaciones
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: وظيفة المنشورات
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fungsi publikasi
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 出版职能
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+    - publications
+    - editorial
+    - publishing
+    - production
+    - dissemination
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
   DigitizationFunction:
     is_a: FunctionType
     class_uri: hc:DigitizationFunction
     description: Digitization workflow and digital surrogate production responsibilities.
+    alt_descriptions:
+      nl: >-
+        Verantwoordelijkheden voor digitaliseringsworkflow en productie van digitale surrogaten.
+      de: >-
+        Zuständigkeiten fuer Digitalisierungsworkflow und digitale Surrogatproduktion.
+      fr: >-
+        Responsabilites de flux de numerisation et de production de substituts numeriques.
+      es: >-
+        Responsabilidades de flujo de digitalización y producción de sustitutos digitales.
+      ar: >-
+        مسؤوليات سير عمل الرقمنة وإنتاج البدائل الرقمية.
+      id: >-
+        Tanggung jawab alur kerja digitalisasi dan produksi pengganti digital.
+      zh: >-
+        数字化工作流程和数字代用品生产职责。
     structured_aliases:
       - literal_form: digitaliseringsfunctie
         predicate: EXACT_SYNONYM
@@ -354,5 +1426,12 @@ classes:
       - literal_form: 数字化职能
         predicate: EXACT_SYNONYM
         in_language: zh
+    keywords:
+    - digitization
+    - digital
+    - scanning
+    - imaging
+    - workflow
     broad_mappings:
       - skos:Concept
+      - crm:E55_Type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GHCIdentifier.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GHCIdentifier.yaml
index 66db36a8b5..c495d6921c 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GHCIdentifier.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GHCIdentifier.yaml
@@ -30,37 +30,123 @@ classes:
       zh: >-
         在全球遗产托管人标识符系统中唯一分配给遗产托管人的持久标识符。
     structured_aliases:
-      nl:
-        - GHC-identificatiecode
-        - erfgoedbeheerder-ID
-      de:
-        - GHC-Kennung
-        - Kulturgutverwalter-ID
-      fr:
-        - identifiant GHC
-        - ID dépositaire patrimoine
-      es:
-        - identificador GHC
-        - ID custodio patrimonial
-      ar:
-        - معرف GHC
-        - معرف وصي التراث
-      id:
-        - pengenal GHC
-        - ID pengelola warisan
-      zh:
-        - GHC标识符
-        - 遗产托管人ID
-    keywords:
-      - GHC identifier
-      - persistent identifier
-      - heritage custodian ID
-      - global identifier
-    close_mappings:
-      - dcterms:Identifier
-    related_mappings:
-      - dcterms:identifier
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: Core persistent identifier class for custodian identity resolution.
-      custodian_types: '["*"]'
+
+      - literal_form: GHC-identificatiecode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: erfgoedbeheerder-ID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: GHC-Kennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Kulturgutverwalter-ID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: identifiant GHC
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ID dépositaire patrimoine
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: identificador GHC
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ID custodio patrimonial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف GHC
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: معرف وصي التراث
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pengenal GHC
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ID pengelola warisan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: GHC标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 遗产托管人ID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: GHC identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: persistent identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: heritage custodian ID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: global identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcterms:Identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcterms:identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GalleryTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GalleryTypes.yaml
index 4b2e8f3d40..281cbccbe8 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GalleryTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GalleryTypes.yaml
@@ -13,24 +13,315 @@ classes:
   CommercialGallery:
     is_a: GalleryType
     class_uri: hc:CommercialGallery
-    description: Gallery model that combines exhibition with artwork sales and artist representation.
-    broad_mappings:
-      - skos:Concept
-  NonProfitGallery:
-    is_a: GalleryType
-    class_uri: hc:NonProfitGallery
-    description: Gallery model operating under nonprofit governance and mission-oriented programming.
-    broad_mappings:
-      - skos:Concept
-  ArtistRunSpace:
-    is_a: GalleryType
-    class_uri: hc:ArtistRunSpace
-    description: Gallery model initiated and managed primarily by artists.
-    broad_mappings:
-      - skos:Concept
-  Kunsthalle:
-    is_a: GalleryType
-    class_uri: hc:Kunsthalle
-    description: Exhibition-oriented gallery model without a permanent collection.
-    broad_mappings:
-      - skos:Concept
+    description: >-
+      Exhibition venue operating as a business enterprise combining artwork display with sales and artist representation services.
+    alt_descriptions:
+      nl: >-
+        Tentoonstellingsruimte die als bedrijfsonderneming werkt en kunstpresentatie combineert met verkoop- en kunstenaarsvertegenwoordiging.
+      de: >-
+        Ausstellungsraum, der als gewerbliches Unternehmen Kunstpräsentation mit Verkaufs- und Künstlervertretungsdiensten verbindet.
+      fr: >-
+        Lieu d'exposition fonctionnant comme une entreprise commerciale combinant la présentation d'œuvres avec des services de vente et de représentation d'artistes.
+      es: >-
+        Espacio de exposición que opera como empresa comercial combinando la presentación de obras con servicios de venta y representación de artistas.
+      ar: >-
+        مساحة عرض تعمل كمشروع تجاري يجمع بين عرض الأعمال الفنية وخدمات البيع والتمثيل الفني.
+      id: >-
+        Ruang pameran yang beroperasi sebagai perusahaan bisnis yang menggabungkan presentasi karya seni dengan layanan penjualan dan perwakilan seniman.
+      zh: >-
+        作为商业企业运营的展览场所，将艺术品展示与销售和艺术家代理服务相结合。
+    structured_aliases:
+
+      - literal_form: CommerciëleGalerie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: KommerzielleGalerie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: GalerieCommerciale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: GaleríaComercial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرض تجاري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: GaleriKomersial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 商业画廊
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Non-profitGalerie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: NonprofitGalerie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: GalerieAssociative
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: GaleríaSinÁnimoDeLucro
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرض غير ربحي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: GaleriNirlaba
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 非营利画廊
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Kunstenaarsinitiatief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: KünstlergeführterRaum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: EspaceGéréParArtistes
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: EspacioGestionadoPorArtistas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مساحة يديرها فنانون
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: RuangDikelolaSeniman
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 艺术家运营空间
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Kunsthal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kunsthalle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Kunsthalle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Kunsthalle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قاعة الفن
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kunsthalle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 美术馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GenerationEvent.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GenerationEvent.yaml
index ffd249714b..a01054c4fd 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GenerationEvent.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GenerationEvent.yaml
@@ -41,75 +41,219 @@ classes:
       zh: >-
         通过创建、派生或转换过程使实体产生的活动。
     structured_aliases:
-      nl:
-        - generatiegebeurtenis
-        - productie-occurentie
-      de:
-        - Generierungsereignis
-        - Produktionsvorgang
-      fr:
-        - événement de génération
-        - occurrence de production
-      es:
-        - evento de generación
-        - ocurrencia de producción
-      ar:
-        - حدث التوليد
-        - مناسبة الإنتاج
-      id:
-        - peristiwa pembuatan
-        - kejadian produksi
-      zh:
-        - 生成事件
-        - 产生发生
-    keywords:
-      - generation event
-      - creation occurrence
-      - production event
-      - entity creation
-      - data generation
-    broad_mappings:
-      - prov:Generation
-    close_mappings:
-      - schema:CreateAction
-    slots:
-      - temporal_extent
-      - has_provenance
-      - has_description
-      - has_score
-    slot_usage:
-      temporal_extent:
-        range: TimeSpan
-        inlined: true
-      has_provenance:
-        range: Provenance
-        inlined: true
-      has_score:
-        range: ConfidenceScore
-        inlined: true
-    notes:
-      - |
-        Preserved from prior description (commit 554fe520):
 
-        An event representing the generation or creation of an entity.
+      - literal_form: generatiegebeurtenis
 
-        **USAGE**:
-        Used for tracking when and how something was generated, including:
-        - Video chapter generation (manual, AI, imported)
-        - Content extraction events
-        - Automated processing activities
-        - Confidence scoring for generated content
+        predicate: EXACT_SYNONYM
 
-        **STRUCTURE**:
-        - temporal_extent: When the generation occurred (TimeSpan)
-        - has_provenance: Who/what performed the generation (Provenance)
-        - has_description: Details about the generation process
-        - has_score: Confidence score for the generated content (ConfidenceScore)
+        in_language: nl
 
-        **ONTOLOGY ALIGNMENT**:
-        - Maps to prov:Generation (PROV-O generation event)
-        - Also maps to schema:CreateAction (Schema.org action)
-    annotations:
-      custodian_types: '["*"]'
-      specificity_score: 0.3
-      specificity_rationale: Cross-domain provenance event for generated content.
+      - literal_form: productie-occurentie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Generierungsereignis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Produktionsvorgang
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: événement de génération
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: occurrence de production
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: evento de generación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ocurrencia de producción
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حدث التوليد
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: مناسبة الإنتاج
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: peristiwa pembuatan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kejadian produksi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 生成事件
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 产生发生
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: generation event
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: creation occurrence
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: production event
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: entity creation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: data generation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Generation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:CreateAction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_provenance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Video chapter generation (manual, AI, imported)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Content extraction events
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Automated processing activities
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Confidence scoring for generated content
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "temporal_extent: When the generation occurred (TimeSpan)"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "has_provenance: Who/what performed the generation (Provenance)"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "has_description: Details about the generation process"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "has_score: Confidence score for the generated content (ConfidenceScore)"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Maps to prov:Generation (PROV-O generation event)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Also maps to schema:CreateAction (Schema.org action)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GeoFeatureType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GeoFeatureType.yaml
index c5d81bbb3b..6dcf67207a 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GeoFeatureType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GeoFeatureType.yaml
@@ -32,39 +32,135 @@ classes:
       zh: >-
         用于分类地理空间数据集中的物理和行政领土实体的抽象分类类别。
     structured_aliases:
-      nl:
-        - geografisch entiteitstype
-        - geo-feature categorie
-      de:
-        - geografischer Merkmalstyp
-        - Geo-Feature-Kategorie
-      fr:
-        - type d'entité géographique
-        - catégorie géographique
-      es:
-        - tipo de característica geográfica
-        - categoría geo
-      ar:
-        - نوع المعلم الجغرافي
-        - فئة جغرافية
-      id:
-        - jenis fitur geografis
-        - kategori geo
-      zh:
-        - 地理特征类型
-        - 地理类别
-    keywords:
-      - geo feature type
-      - geographic classification
-      - spatial entity
-      - territorial unit
-      - location category
-    broad_mappings:
-      - skos:Concept
-    slots:
-      - has_label
-      - has_description
-    annotations:
-      specificity_score: 0.3
-      specificity_rationale: Shared hierarchy base for geospatial feature typing.
-      custodian_types: '["*"]'
+
+      - literal_form: geografisch entiteitstype
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: geo-feature categorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: geografischer Merkmalstyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Geo-Feature-Kategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type d'entité géographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: catégorie géographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de característica geográfica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: categoría geo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع المعلم الجغرافي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: فئة جغرافية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis fitur geografis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kategori geo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 地理特征类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 地理类别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geo feature type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geographic classification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: spatial entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: territorial unit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: location category
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GeoFeatureTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GeoFeatureTypes.yaml
index c5a29347ad..cfff3ed85c 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GeoFeatureTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GeoFeatureTypes.yaml
@@ -59,6 +59,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - administrative boundary
+    - political division
+    - governmental jurisdiction
+    - administrative region
+    - territorial division
     comments:
     - 'Preserved from prior description: Administrative division feature class.'
   HydrographicFeature:
@@ -107,6 +114,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - hydrographic
+    - water body
+    - river
+    - lake
+    - aquatic geography
     comments:
     - 'Preserved from prior description: Hydrographic feature class.'
   AreaFeature:
@@ -155,6 +169,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - area feature
+    - region
+    - zone
+    - geographical area
+    - spatial extent
     comments:
     - 'Preserved from prior description: Area feature class.'
   PopulatedPlace:
@@ -203,6 +224,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - populated place
+    - settlement
+    - locality
+    - inhabited area
+    - community
     comments:
     - 'Preserved from prior description: Populated place feature class.'
   RoadRailroad:
@@ -251,6 +279,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - road
+    - railroad
+    - transportation
+    - infrastructure
+    - linear corridor
     comments:
     - 'Preserved from prior description: Transport corridor feature class.'
   SpotFeature:
@@ -299,6 +334,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - spot feature
+    - point location
+    - discrete entity
+    - localized feature
+    - built structure
     comments:
     - 'Preserved from prior description: Spot feature class, including discrete built entities.'
   HypsographicFeature:
@@ -347,6 +389,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - hypsographic
+    - terrain elevation
+    - mountain
+    - valley
+    - topography
     comments:
     - 'Preserved from prior description: Terrain elevation feature class.'
   UnderseaFeature:
@@ -395,6 +444,13 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - undersea
+    - submarine
+    - ocean floor
+    - marine geography
+    - bathymetry
     comments:
     - 'Preserved from prior description: Undersea feature class.'
   VegetationFeature:
@@ -443,5 +499,12 @@ classes:
     - schema:Place
     - crm:E53_Place
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - vegetation
+    - forest
+    - grassland
+    - plant coverage
+    - ecological zone
     comments:
     - 'Preserved from prior description: Vegetation feature class.'
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GeographicScope.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GeographicScope.yaml
index 0b8c4834c5..07d5b388c0 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GeographicScope.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GeographicScope.yaml
@@ -31,39 +31,135 @@ classes:
       zh: >-
         定义收藏或服务的领土范围或覆盖区域的受控词汇概念。
     structured_aliases:
-      nl:
-        - geografisch bereik
-        - dekkingsgebied
-      de:
-        - geografischer Geltungsbereich
-        - Abdeckungsbereich
-      fr:
-        - portée géographique
-        - zone de couverture
-      es:
-        - alcance geográfico
-        - área de cobertura
-      ar:
-        - النطاق الجغرافي
-        - منطقة التغطية
-      id:
-        - cakupan geografis
-        - area jangkauan
-      zh:
-        - 地理范围
-        - 覆盖区域
-    keywords:
-      - geographic scope
-      - coverage area
-      - territorial extent
-      - spatial coverage
-      - geographic reach
-    broad_mappings:
-      - skos:Concept
-    slots:
-      - has_label
-      - has_description
-    annotations:
-      specificity_score: 0.25
-      specificity_rationale: Controlled scope vocabulary for local-to-global coverage.
-      custodian_types: '["*"]'
+
+      - literal_form: geografisch bereik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: dekkingsgebied
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: geografischer Geltungsbereich
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Abdeckungsbereich
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: portée géographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: zone de couverture
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: alcance geográfico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: área de cobertura
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: النطاق الجغرافي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: منطقة التغطية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: cakupan geografis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: area jangkauan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 地理范围
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 覆盖区域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geographic scope
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: coverage area
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: territorial extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: spatial coverage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geographic reach
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GeometryTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GeometryTypes.yaml
index 42b5fe4355..9481c59507 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GeometryTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GeometryTypes.yaml
@@ -6,6 +6,8 @@ prefixes:
   hc: https://nde.nl/ontology/hc/
   sf: http://www.opengis.net/ont/sf#
   geo: http://www.opengis.net/ont/geosparql#
+  skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
 default_prefix: hc
 imports:
   - ./GeometryType
@@ -17,14 +19,45 @@ classes:
     description: >-
       Zero-dimensional geometric primitive representing a single location in coordinate space.
     alt_descriptions:
-      nl: Nuldimensionale geometrische primitieve die een enkele locatie in de coördinatenruimte vertegenwoordigt.
+      nl: Nuldimensionale geometrische primitieve die een enkele locatie in de coordinatenruimte vertegenwoordigt.
       de: Nulldimensionales geometrisches Primitiv, das einen einzelnen Ort im Koordinatenraum darstellt.
-      fr: Primitif géométrique de dimension zéro représentant un emplacement unique dans l'espace de coordonnées.
-      es: Primitiva geométrica de dimensión cero que representa una única ubicación en el espacio de coordenadas.
+      fr: Primitif geometrique de dimension zero representant un emplacement unique dans l'espace de coordonnees.
+      es: Primitiva geometrica de dimension cero que representa una unica ubicacion en el espacio de coordenadas.
       ar: بدائية هندسية ذات بعد صفر تمثل موقعًا واحدًا في فضاء الإحداثيات.
       id: Primitif geometris dimensi nol yang mewakili lokasi tunggal dalam ruang koordinat.
       zh: 表示坐标空间中单个位置的零维几何基元。
+    structured_aliases:
+      - literal_form: punt
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Punkt
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: point
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: punto
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: نقطة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: titik
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 点
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - point
+      - location
+      - coordinate
+      - zero-dimensional
+      - position
+      - spatial
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - geo:Geometry
   Polygon:
     is_a: GeometryType
@@ -34,12 +67,43 @@ classes:
     alt_descriptions:
       nl: Tweedimensionaal geometrisch gebied begrensd door een gesloten ring van lijnsegmenten.
       de: Zweidimensionale geometrische Region, die durch einen geschlossenen Ring von Liniensegmenten begrenzt wird.
-      fr: Région géométrique bidimensionnelle délimitée par un anneau fermé de segments de ligne.
-      es: Región geométrica bidimensional limitada por un anillo cerrado de segmentos de línea.
+      fr: Region geometrique bidimensionnelle delimitee par un anneau ferme de segments de ligne.
+      es: Region geometrica bidimensional limitada por un anillo cerrado de segmentos de linea.
       ar: منطقة هندسية ثنائية الأبعاد يحدها حلقة مغلقة من القطع المستقيمة.
       id: Wilayah geometris dua dimensi yang dibatasi oleh cincin tertutup dari segmen garis.
       zh: 由闭合线段环包围的二维几何区域。
+    structured_aliases:
+      - literal_form: polygoon
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Polygon
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: polygone
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: poligono
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: مضلع
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: poligon
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 多边形
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - polygon
+      - area
+      - boundary
+      - two-dimensional
+      - closed ring
+      - region
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - geo:Geometry
   MultiPolygon:
     is_a: GeometryType
@@ -49,12 +113,43 @@ classes:
     alt_descriptions:
       nl: Verzameling van nul of meer polygooninstanties die een samengestelde tweedimensionale vorm vormen.
       de: Sammlung von null oder mehr Polygoninstanzen, die eine zusammengesetzte zweidimensionale Form bilden.
-      fr: Collection de zéro ou plusieurs instances de polygones formant une forme bidimensionnelle composite.
-      es: Colección de cero o más instancias de polígonos que forman una forma bidimensional compuesta.
+      fr: Collection de zero ou plusieurs instances de polygones formant une forme bidimensionnelle composite.
+      es: Coleccion de cero o mas instancias de poligonos que forman una forma bidimensional compuesta.
       ar: مجموعة من صفر أو أكثر من حالات المضلعات تشكل شكلاً ثنائي الأبعاد مركبًا.
       id: Kumpulan nol atau lebih instance poligon yang membentuk bentuk dua dimensi komposit.
       zh: 由零个或多个多边形实例组成的复合二维形状。
+    structured_aliases:
+      - literal_form: multipolygoon
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: MultiPolygon
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: multipolygone
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: multipoligono
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: متعدد المضلعات
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: multipoligon
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 多多边形
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - multipolygon
+      - composite
+      - collection
+      - two-dimensional
+      - multiple areas
+      - complex shape
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - geo:Geometry
   LineString:
     is_a: GeometryType
@@ -62,14 +157,45 @@ classes:
     description: >-
       One-dimensional geometric object composed of a sequence of two or more coordinate points.
     alt_descriptions:
-      nl: Eendimensionaal geometrisch object samengesteld uit een reeks van twee of meer coördinaatpunten.
+      nl: Eendimensionaal geometrisch object samengesteld uit een reeks van twee of meer coordinaatpunten.
       de: Eindimensionales geometrisches Objekt, das aus einer Folge von zwei oder mehr Koordinatenpunkten besteht.
-      fr: Objet géométrique unidimensionnel composé d'une séquence de deux points de coordonnées ou plus.
-      es: Objeto geométrico unidimensional compuesto por una secuencia de dos o más puntos de coordenadas.
+      fr: Objet geometrique unidimensionnel compose d'une sequence de deux points de coordonnees ou plus.
+      es: Objeto geometrico unidimensional compuesto por una secuencia de dos o mas puntos de coordenadas.
       ar: كائن هندسي أحادي البعد مكون من تسلسل من نقطتين إحداثيتين أو أكثر.
       id: Objek geometris satu dimensi yang terdiri dari urutan dua titik koordinat atau lebih.
       zh: 由两个或多个坐标点序列组成的一维几何对象。
+    structured_aliases:
+      - literal_form: lijnstring
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Linienzug
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: ligne brisee
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: linea
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: خط متصل
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: garis
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 线串
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - linestring
+      - line
+      - path
+      - one-dimensional
+      - sequence
+      - connected points
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - geo:Geometry
   MultiLineString:
     is_a: GeometryType
@@ -79,12 +205,43 @@ classes:
     alt_descriptions:
       nl: Verzameling van nul of meer lijnstringinstanties die een samengestelde lineaire geometrie vormen.
       de: Sammlung von null oder mehr LineString-Instanzen, die eine zusammengesetzte lineare Geometrie bilden.
-      fr: Collection de zéro ou plusieurs instances de chaînes de lignes formant une géométrie linéaire composite.
-      es: Colección de cero o más instancias de cadenas de líneas que forman una geometría lineal compuesta.
+      fr: Collection de zero ou plusieurs instances de chaines de lignes formant une geometrie lineaire composite.
+      es: Coleccion de cero o mas instancias de cadenas de lineas que forman una geometria lineal compuesta.
       ar: مجموعة من صفر أو أكثر من حالات سلاسل الخطوط تشكل هندسة خطية مركبة.
       id: Kumpulan nol atau lebih instance line string yang membentuk geometri linier komposit.
       zh: 由零个或多个线串实例组成的复合线性几何。
+    structured_aliases:
+      - literal_form: multilijnstring
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: MultiLineString
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: multiligne
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: multilinea
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: متعدد الخطوط
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: multiline string
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 多线串
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - multilinestring
+      - collection
+      - composite
+      - linear
+      - multiple lines
+      - network
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - geo:Geometry
   MultiPoint:
     is_a: GeometryType
@@ -94,10 +251,41 @@ classes:
     alt_descriptions:
       nl: Verzameling van nul of meer punteninstanties die een samengestelde nuldimensionale geometrie vormen.
       de: Sammlung von null oder mehr Punktinstanzen, die eine zusammengesetzte nulldimensionale Geometrie bilden.
-      fr: Collection de zéro ou plusieurs instances de points formant une géométrie composite de dimension zéro.
-      es: Colección de cero o más instancias de puntos que forman una geometría compuesta de dimensión cero.
+      fr: Collection de zero ou plusieurs instances de points formant une geometrie composite de dimension zero.
+      es: Coleccion de cero o mas instancias de puntos que forman una geometria compuesta de dimension cero.
       ar: مجموعة من صفر أو أكثر من حالات النقاط تشكل هندسة مركبة ذات بعد صفر.
       id: Kumpulan nol atau lebih instance titik yang membentuk geometri komposit dimensi nol.
       zh: 由零个或多个点实例组成的复合零维几何。
+    structured_aliases:
+      - literal_form: multipunt
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: MultiPoint
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: multipoint
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: multipunto
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: متعدد النقاط
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: multipoint
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 多点
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - multipoint
+      - collection
+      - zero-dimensional
+      - multiple locations
+      - point set
+      - cluster
     broad_mappings:
+      - skos:Concept
+      - crm:E55_Type
       - geo:Geometry
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GeospatialIdentifier.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GeospatialIdentifier.yaml
index e104723934..7ff551d78c 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GeospatialIdentifier.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GeospatialIdentifier.yaml
@@ -31,40 +31,135 @@ classes:
       zh: >-
         在外部地名录或内部注册表中引用地理要素、位置或空间实体的持久标识符。
     structured_aliases:
-      nl:
-      - geospatiale identificatiecode
-      - geo-identificator
-      de:
-      - geospatialer Identifikator
-      - Geo-ID
-      fr:
-      - identifiant géospatial
-      - identifiant géographique
-      es:
-      - identificador geoespacial
-      - identificador geográfico
-      ar:
-      - معرف جغرافي مكاني
-      - معرف جغرافي
-      id:
-      - pengenal geospasial
-      - ID geografis
-      zh:
-      - 地理空间标识符
-      - 地理标识符
-    keywords:
-    - geospatial identifier
-    - gazetteer
-    - location code
-    - geographic reference
-    - spatial identifier
-    close_mappings:
-    - dcterms:Identifier
-    related_mappings:
-    - geosparql:Feature
-    annotations:
-      specificity_score: 0.3
-      specificity_rationale: Identifier class for geospatial record linking.
-      custodian_types: '["*"]'
-    comments:
-    - 'Preserved from prior description: Persistent identifier for a geospatial entity in an external or internal system.'
+
+      - literal_form: geospatiale identificatiecode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: geo-identificator
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: geospatialer Identifikator
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Geo-ID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: identifiant géospatial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: identifiant géographique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: identificador geoespacial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: identificador geográfico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف جغرافي مكاني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: معرف جغرافي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pengenal geospasial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ID geografis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 地理空间标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 地理标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geospatial identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: gazetteer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: location code
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geographic reference
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: spatial identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcterms:Identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geosparql:Feature
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Persistent identifier for a geospatial entity in an external or internal system.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GhcidHistoryEntry.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GhcidHistoryEntry.yaml
index 9681b310eb..bf2de8f6fb 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GhcidHistoryEntry.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GhcidHistoryEntry.yaml
@@ -30,38 +30,129 @@ classes:
       zh: >-
         捕获标识符生命周期状态的时间快照，包括有效期、变更原因和来源元数据。
     structured_aliases:
-      nl:
-        - geschiedenisitem
-        - identifierwijziging
-      de:
-        - Verlaufseintrag
-        - Kennungsänderung
-      fr:
-        - entrée d'historique
-        - modification d'identifiant
-      es:
-        - entrada de historial
-        - cambio de identificador
-      ar:
-        - سجل التاريخ
-        - تغيير المعرف
-      id:
-        - entri riwayat
-        - perubahan pengidentifikasi
-      zh:
-        - 历史条目
-        - 标识符变更
-    keywords:
-      - history entry
-      - identifier change
-      - lifecycle state
-      - provenance record
-      - temporal validity
-    close_mappings:
-      - dcterms:Identifier
-    related_mappings:
-      - prov:Revision
-    annotations:
-      specificity_score: 0.3
-      specificity_rationale: Identifier history component for lifecycle tracking.
-      custodian_types: '["*"]'
+
+      - literal_form: geschiedenisitem
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: identifierwijziging
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Verlaufseintrag
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Kennungsänderung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: entrée d'historique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: modification d'identifiant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: entrada de historial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: cambio de identificador
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: سجل التاريخ
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تغيير المعرف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: entri riwayat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: perubahan pengidentifikasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 历史条目
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 标识符变更
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: history entry
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identifier change
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: lifecycle state
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: provenance record
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal validity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcterms:Identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Revision
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GiftShop.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GiftShop.yaml
index cc253b6871..48ddb2bd0e 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GiftShop.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GiftShop.yaml
@@ -53,105 +53,285 @@ classes:
       zh: >-
         向机构访客销售商品、复制品、出版物和遗产相关产品的零售业务。
     structured_aliases:
-      nl:
-        - museumwinkel
-        - cadeauwinkel
-      de:
-        - Museumsshop
-        - Geschenkladen
-      fr:
-        - boutique de musée
-        - librairie-musée
-      es:
-        - tienda del museo
-        - tienda de regalos
-      ar:
-        - متجر المتحف
-        - متجر الهدايا
-      id:
-        - toko museum
-        - toko cenderamata
-      zh:
-        - 博物馆商店
-        - 礼品店
-    keywords:
-      - gift shop
-      - museum store
-      - retail
-      - merchandise
-      - museum shop
-    broad_mappings:
-      - schema:Store
-    close_mappings:
-      - schema:LocalBusiness
-      - gr:BusinessEntity
-      - crm:E39_Actor
-      - foaf:Organization
-    related_mappings:
-      - schema:Offer
-      - gr:Offering
-      - schema:Product
-    slots:
-      - identified_by
-      - has_label
-      - has_description
-      - has_type
-      - located_at
-      - has_digital_platform
-      - accept
-      - has_currency
-      - has_range
-      - has_revenue
-      - has_supplier
-      - has_operating_hours
-      - managed_by
-      - refer_to
-      - has_quantity
-      - temporal_extent
-      - has_score
-      - derive_from
-      - generated_by
-    slot_usage:
-      identified_by:
-        required: true
-        identifier: true
-      has_type:
-        range: GiftShopTypeEnum
-        required: true
-      has_currency:
-        pattern: ^[A-Z]{3}$
-      located_at:
-        range: AuxiliaryPlace
-        multivalued: true
-        inlined_as_list: true
-      has_digital_platform:
-        range: AuxiliaryDigitalPlatform
-        multivalued: true
-        inlined_as_list: true
-      accept:
-        range: PaymentMethod
-        multivalued: true
-        inlined: true
-      has_range:
-        range: PriceRange
-        inlined: true
-      has_revenue:
-        range: Revenue
-        multivalued: true
-        inlined: true
-      has_supplier:
-        range: Supplier
-        multivalued: true
-        inlined_as_list: true
-      refer_to:
-        range: Custodian
-        required: true
-    comments:
-      - |
-        Preserved from prior description (commit 6e634651):
 
-        "Retail operation associated with a heritage custodian for selling merchandise,\nreproductions, books, and heritage-related products.\n\n**PURPOSE AND SCOPE**:\n\nMuseum gift shops, archive bookshops, and library retail spaces are important\nrevenue-generating operations that also serve educational and cultural missions:\n\n- **Revenue generation**: Support institutional operations through merchandise sales\n- **Mission extension**: Offer products related to collections and exhibitions\n- **Visitor experience**: Complete the visit with memorable takeaways\n- **Brand communication**: Extend institutional identity through products\n- **Educational outreach**: Books, educational materials, replicas for learning\n\n**PHYSICAL vs. DIGITAL PRESENCE**:\n\nGift shops can exist in multiple forms:\n\n1. **Physical shop** (on-site): Located within museum/archive building\n   - Links to AuxiliaryPlace (physical location)\n   - Has opening_hours, accept (PaymentMethod)\n\
-    annotations:
-      specificity_score: 0.6
-      specificity_rationale: Commercial operations model for institutional retail channels.
-      custodian_types: '["*"]'
+      - literal_form: museumwinkel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: cadeauwinkel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Museumsshop
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Geschenkladen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: boutique de musée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: librairie-musée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tienda del museo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: tienda de regalos
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: متجر المتحف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: متجر الهدايا
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: toko museum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: toko cenderamata
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 博物馆商店
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 礼品店
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: gift shop
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: museum store
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: retail
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: merchandise
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: museum shop
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Store
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:LocalBusiness
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: gr:BusinessEntity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E39_Actor
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: foaf:Organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Offer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: gr:Offering
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Product
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: located_at
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_digital_platform
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: accept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_currency
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_range
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_revenue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_supplier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_operating_hours
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: managed_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: refer_to
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: derive_from
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: generated_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GivenName.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GivenName.yaml
index 7bdbe389d3..3079668fcc 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GivenName.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GivenName.yaml
@@ -32,42 +32,147 @@ classes:
       zh: >-
         用于在家庭单元内识别个人的个人名字或名字。
     structured_aliases:
-      nl:
-        - voornaam
-        - doopnaam
-      de:
-        - Vorname
-        - Taufname
-      fr:
-        - prénom
-        - nom de baptême
-      es:
-        - nombre de pila
-        - primer nombre
-      ar:
-        - الاسم الأول
-        - الاسم الشخصي
-      id:
-        - nama depan
-        - nama pemberian
-      zh:
-        - 名字
-        - 教名
-    keywords:
-      - given name
-      - first name
-      - forename
-      - personal name
-    broad_mappings:
-      - foaf:givenName
-      - schema:givenName
-    related_mappings:
-      - foaf:givenName
-      - schema:givenName
-    slots:
-      - has_label
-      - has_description
-    annotations:
-      specificity_score: 0.25
-      specificity_rationale: Atomic personal-name component.
-      custodian_types: '["*"]'
+
+      - literal_form: voornaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: doopnaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Vorname
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Taufname
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: prénom
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: nom de baptême
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: nombre de pila
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: primer nombre
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الاسم الأول
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الاسم الشخصي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: nama depan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: nama pemberian
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 名字
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 教名
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: given name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: first name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: forename
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: personal name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: foaf:givenName
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:givenName
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: foaf:givenName
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:givenName
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GooglePhoto.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GooglePhoto.yaml
index ae22de960c..d118399a25 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GooglePhoto.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GooglePhoto.yaml
@@ -36,40 +36,135 @@ classes:
       zh: >-
         从Google Places API获取的图像元数据记录，用于位置丰富和视觉文档工作流。
     structured_aliases:
-      nl:
-        - google foto
-        - google maps afbeelding
-      de:
-        - Google-Foto
-        - Google Maps Bild
-      fr:
-        - photo Google
-        - image Google Maps
-      es:
-        - foto de Google
-        - imagen de Google Maps
-      ar:
-        - صورة جوجل
-        - صورة خرائط جوجل
-      id:
-        - foto Google
-        - gambar Google Maps
-      zh:
-        - 谷歌照片
-        - 谷歌地图图片
-    keywords:
-      - google photo
-      - google maps image
-      - place listing
-      - external enrichment
-      - image metadata
-    broad_mappings:
-      - schema:ImageObject
-    close_mappings:
-      - schema:Photograph
-    related_mappings:
-      - prov:Entity
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: External image metadata entity for enrichment workflows.
-      custodian_types: '["*"]'
+
+      - literal_form: google foto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: google maps afbeelding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Google-Foto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Google Maps Bild
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: photo Google
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: image Google Maps
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: foto de Google
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: imagen de Google Maps
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: صورة جوجل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: صورة خرائط جوجل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: foto Google
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: gambar Google Maps
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 谷歌照片
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 谷歌地图图片
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: google photo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: google maps image
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: place listing
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: external enrichment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: image metadata
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:ImageObject
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Photograph
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GovernanceStructure.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GovernanceStructure.yaml
index dcf8c9d4e1..7bcb9bf9a8 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GovernanceStructure.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GovernanceStructure.yaml
@@ -32,40 +32,141 @@ classes:
       zh: >-
         代表治理安排、权力下放或行政分支的组织单位。
     structured_aliases:
-      nl:
-        - bestuursstructuur
-        - organisatiestructuur
-      de:
-        - Governance-Struktur
-        - Organisationsstruktur
-      fr:
-        - structure de gouvernance
-        - organisation administrative
-      es:
-        - estructura de gobernanza
-        - organización administrativa
-      ar:
-        - هيكل الحوكمة
-        - الهيكل التنظيمي
-      id:
-        - struktur tata kelola
-        - struktur organisasi
-      zh:
-        - 治理结构
-        - 组织架构
-    keywords:
-      - governance structure
-      - organizational unit
-      - authority arrangement
-      - administrative division
-      - management hierarchy
-    broad_mappings:
-      - org:OrganizationalUnit
-    slots:
-      - identified_by
-      - has_type
-      - has_description
-    annotations:
-      specificity_score: 0.4
-      specificity_rationale: Structural model for governance topology and units.
-      custodian_types: '["*"]'
+
+      - literal_form: bestuursstructuur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: organisatiestructuur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Governance-Struktur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Organisationsstruktur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: structure de gouvernance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: organisation administrative
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: estructura de gobernanza
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: organización administrativa
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: هيكل الحوكمة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الهيكل التنظيمي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: struktur tata kelola
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: struktur organisasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 治理结构
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 组织架构
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: governance structure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: organizational unit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: authority arrangement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: administrative division
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: management hierarchy
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: org:OrganizationalUnit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GovernmentHierarchy.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GovernmentHierarchy.yaml
index 2ff99cded7..25e6dac337 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GovernmentHierarchy.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GovernmentHierarchy.yaml
@@ -31,43 +31,135 @@ classes:
       zh: >-
         代表政府组织层级和管辖关系的行政层阶结构。
     structured_aliases:
-      nl:
-        - overheidshiërarchie
-        - bestuurlijke structuur
-      de:
-        - Regierungshierarchie
-        - Verwaltungsstruktur
-      fr:
-        - hiérarchie gouvernementale
-        - structure administrative
-      es:
-        - jerarquía gubernamental
-        - estructura administrativa
-      ar:
-        - التسلسل الحكومي
-        - الهيكل الإداري
-      id:
-        - hierarki pemerintahan
-        - struktur administratif
-      zh:
-        - 政府层级
-        - 行政架构
-    keywords:
-      - government hierarchy
-      - administrative tier
-      - jurisdictional level
-      - public administration
-      - governmental structure
-    broad_mappings:
-      - org:OrganizationalUnit
-    slots:
-      - has_label
-      - has_tier
-    slot_usage:
-      has_tier:
-        range: AdministrativeLevel
-        required: true
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: Structural hierarchy unit for public administration context.
-      custodian_types: '["*"]'
+
+      - literal_form: overheidshiërarchie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: bestuurlijke structuur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Regierungshierarchie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Verwaltungsstruktur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: hiérarchie gouvernementale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: structure administrative
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: jerarquía gubernamental
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: estructura administrativa
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: التسلسل الحكومي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الهيكل الإداري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: hierarki pemerintahan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: struktur administratif
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 政府层级
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 行政架构
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: government hierarchy
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: administrative tier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: jurisdictional level
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: public administration
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: governmental structure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: org:OrganizationalUnit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_tier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/GrantRange.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/GrantRange.yaml
index b0065b91e9..eb7648f95d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/GrantRange.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/GrantRange.yaml
@@ -38,47 +38,147 @@ classes:
       zh: >-
         为资助申请指定最低和最高资助资格门槛的结构化货币区间。
     structured_aliases:
-      nl:
-        - subsidiebereik
-        - toelagegrenzen
-      de:
-        - Förderbereich
-        - Zuschussspanne
-      fr:
-        - fourchette de subvention
-        - limites de financement
-      es:
-        - rango de subvención
-        - límites de financiación
-      ar:
-        - نطاق المنحة
-        - حدود التمويل
-      id:
-        - rentang hibah
-        - batas pendanaan
-      zh:
-        - 资助范围
-        - 补助限额
-    keywords:
-      - grant range
-      - funding bounds
-      - monetary interval
-      - eligibility limits
-      - funding scope
-    broad_mappings:
-      - crm:E54_Dimension
-    close_mappings:
-      - schema:MonetaryAmount
-      - schema:QuantitativeValue
-    slots:
-      - minimum_of_minimum
-      - maximum_of_maximum
-    slot_usage:
-      minimum_of_minimum:
-        range: integer
-      maximum_of_maximum:
-        range: integer
-    annotations:
-      specificity_score: 0.45
-      specificity_rationale: Structured funding range model for comparison and filtering.
-      custodian_types: '["*"]'
+
+      - literal_form: subsidiebereik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: toelagegrenzen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Förderbereich
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Zuschussspanne
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: fourchette de subvention
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: limites de financement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: rango de subvención
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: límites de financiación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نطاق المنحة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: حدود التمويل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: rentang hibah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: batas pendanaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 资助范围
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 补助限额
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: grant range
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: funding bounds
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: monetary interval
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: eligibility limits
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: funding scope
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E54_Dimension
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:MonetaryAmount
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:QuantitativeValue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: minimum_of_minimum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: maximum_of_maximum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/HTTPMethodTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/HTTPMethodTypes.yaml
index 8c7f27b8e9..c3cacb7531 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/HTTPMethodTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/HTTPMethodTypes.yaml
@@ -31,157 +31,591 @@ classes:
       zh: >-
         用于检索资源表示而不引起服务器端状态变更的超文本传输协议方法。
     structured_aliases:
-      nl: [GET-methode, HTTP GET]
-      de: [GET-Methode, HTTP GET]
-      fr: [méthode GET, HTTP GET]
-      es: [método GET, HTTP GET]
-      ar: [طريقة GET, HTTP GET]
-      id: [metode GET, HTTP GET]
-      zh: [GET方法, HTTP GET]
-    keywords:
-      - HTTP GET
-      - safe method
-      - idempotent
-      - retrieval
-    broad_mappings:
-      - skos:Concept
-  POSTMethod:
-    is_a: HTTPMethodType
-    class_uri: hc:POSTMethod
-    description: >-
-      Hypertext Transfer Protocol method for submitting data payloads to create resources or trigger server-side processing actions.
-    alt_descriptions:
-      nl: >-
-        Hypertext Transfer Protocol-methode voor het indienen van gegevensladingen om bronnen te maken of server-side verwerkingsacties te activeren.
-      de: >-
-        Hypertext Transfer Protocol-Methode zum Übermitteln von Datennutzlasten zur Erstellung von Ressourcen oder Auslösung serverseitiger Verarbeitungsaktionen.
-      fr: >-
-        Méthode Hypertext Transfer Protocol pour soumettre des charges de données afin de créer des ressources ou déclencher des actions de traitement côté serveur.
-      es: >-
-        Método Hypertext Transfer Protocol para enviar cargas de datos para crear recursos o desencadenar acciones de procesamiento del lado del servidor.
-      ar: >-
-        طريقة بروتوكول نقل النص التشعبي لإرسال حمولات البيانات لإنشاء موارد أو تشغيل إجراءات المعالجة من جانب الخادم.
-      id: >-
-        Metode Hypertext Transfer Protocol untuk mengirimkan muatan data untuk membuat sumber daya atau memicu tindakan pemrosesan sisi server.
-      zh: >-
-        用于提交数据负载以创建资源或触发服务器端处理操作的超文本传输协议方法。
-    structured_aliases:
-      nl: [POST-methode, HTTP POST]
-      de: [POST-Methode, HTTP POST]
-      fr: [méthode POST, HTTP POST]
-      es: [método POST, HTTP POST]
-      ar: [طريقة POST, HTTP POST]
-      id: [metode POST, HTTP POST]
-      zh: [POST方法, HTTP POST]
-    keywords:
-      - HTTP POST
-      - create resource
-      - submit data
-      - form submission
-    broad_mappings:
-      - skos:Concept
-  PUTMethod:
-    is_a: HTTPMethodType
-    class_uri: hc:PUTMethod
-    description: >-
-      Hypertext Transfer Protocol method for completely replacing or creating a target resource with the enclosed representation.
-    alt_descriptions:
-      nl: >-
-        Hypertext Transfer Protocol-methode voor het volledig vervangen of maken van een doelbron met de ingesloten representatie.
-      de: >-
-        Hypertext Transfer Protocol-Methode zum vollständigen Ersetzen oder Erstellen einer Zielressource mit der beigefügten Repräsentation.
-      fr: >-
-        Méthode Hypertext Transfer Protocol pour remplacer ou créer complètement une ressource cible avec la représentation jointe.
-      es: >-
-        Método Hypertext Transfer Protocol para reemplazar o crear completamente un recurso de destino con la representación adjunta.
-      ar: >-
-        طريقة بروتوكول نقل النص التشعبي لاستبدال أو إنشاء مورد مستهدف بالكامل مع التمثيل المرفق.
-      id: >-
-        Metode Hypertext Transfer Protocol untuk sepenuhnya mengganti atau membuat sumber daya target dengan representasi yang disertakan.
-      zh: >-
-        用于完全替换或创建目标资源及其附带表示的超文本传输协议方法。
-    structured_aliases:
-      nl: [PUT-methode, HTTP PUT]
-      de: [PUT-Methode, HTTP PUT]
-      fr: [méthode PUT, HTTP PUT]
-      es: [método PUT, HTTP PUT]
-      ar: [طريقة PUT, HTTP PUT]
-      id: [metode PUT, HTTP PUT]
-      zh: [PUT方法, HTTP PUT]
-    keywords:
-      - HTTP PUT
-      - replace resource
-      - update
-      - idempotent
-    broad_mappings:
-      - skos:Concept
-  DELETEMethod:
-    is_a: HTTPMethodType
-    class_uri: hc:DELETEMethod
-    description: >-
-      Hypertext Transfer Protocol method for removing or deactivating a target resource from the server.
-    alt_descriptions:
-      nl: >-
-        Hypertext Transfer Protocol-methode voor het verwijderen of deactiveren van een doelbron van de server.
-      de: >-
-        Hypertext Transfer Protocol-Methode zum Entfernen oder Deaktivieren einer Zielressource vom Server.
-      fr: >-
-        Méthode Hypertext Transfer Protocol pour supprimer ou désactiver une ressource cible du serveur.
-      es: >-
-        Método Hypertext Transfer Protocol para eliminar o desactivar un recurso de destino del servidor.
-      ar: >-
-        طريقة بروتوكول نقل النص التشعبي لإزالة أو إلغاء تنشيط مورد مستهدف من الخادم.
-      id: >-
-        Metode Hypertext Transfer Protocol untuk menghapus atau menonaktifkan sumber daya target dari server.
-      zh: >-
-        用于从服务器删除或停用目标资源的超文本传输协议方法。
-    structured_aliases:
-      nl: [DELETE-methode, HTTP DELETE]
-      de: [DELETE-Methode, HTTP DELETE]
-      fr: [méthode DELETE, HTTP DELETE]
-      es: [método DELETE, HTTP DELETE]
-      ar: [طريقة DELETE, HTTP DELETE]
-      id: [metode DELETE, HTTP DELETE]
-      zh: [DELETE方法, HTTP DELETE]
-    keywords:
-      - HTTP DELETE
-      - remove resource
-      - delete
-      - idempotent
-    broad_mappings:
-      - skos:Concept
-  PATCHMethod:
-    is_a: HTTPMethodType
-    class_uri: hc:PATCHMethod
-    description: >-
-      Hypertext Transfer Protocol method for applying partial modifications to an existing resource representation.
-    alt_descriptions:
-      nl: >-
-        Hypertext Transfer Protocol-methode voor het toepassen van gedeeltelijke wijzigingen op een bestaande bronrepresentatie.
-      de: >-
-        Hypertext Transfer Protocol-Methode zum Anwenden teilweiser Änderungen auf eine bestehende Ressourcenrepräsentation.
-      fr: >-
-        Méthode Hypertext Transfer Protocol pour appliquer des modifications partielles à une représentation de ressource existante.
-      es: >-
-        Método Hypertext Transfer Protocol para aplicar modificaciones parciales a una representación de recurso existente.
-      ar: >-
-        طريقة بروتوكول نقل النص التشعبي لتطبيق تعديلات جزئية على تمثيل مورد موجود.
-      id: >-
-        Metode Hypertext Transfer Protocol untuk menerapkan modifikasi parsial pada representasi sumber daya yang ada.
-      zh: >-
-        用于对现有资源表示应用部分修改的超文本传输协议方法。
-    structured_aliases:
-      nl: [PATCH-methode, HTTP PATCH]
-      de: [PATCH-Methode, HTTP PATCH]
-      fr: [méthode PATCH, HTTP PATCH]
-      es: [método PATCH, HTTP PATCH]
-      ar: [طريقة PATCH, HTTP PATCH]
-      id: [metode PATCH, HTTP PATCH]
-      zh: [PATCH方法, HTTP PATCH]
-    keywords:
-      - HTTP PATCH
-      - partial update
-      - modify resource
-      - patch
-    broad_mappings:
-      - skos:Concept
+
+      - literal_form: GET-methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: HTTP GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: GET-Methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: HTTP GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: méthode GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: HTTP GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: método GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: HTTP GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: طريقة GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: HTTP GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: metode GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: HTTP GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: GET方法
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: HTTP GET
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: POST-methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: HTTP POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: POST-Methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: HTTP POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: méthode POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: HTTP POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: método POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: HTTP POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: طريقة POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: HTTP POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: metode POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: HTTP POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: POST方法
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: HTTP POST
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PUT-methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: HTTP PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: PUT-Methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: HTTP PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: méthode PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: HTTP PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: método PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: HTTP PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: طريقة PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: HTTP PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: metode PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: HTTP PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: PUT方法
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: HTTP PUT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DELETE-methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: HTTP DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: DELETE-Methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: HTTP DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: méthode DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: HTTP DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: método DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: HTTP DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: طريقة DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: HTTP DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: metode DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: HTTP DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: DELETE方法
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: HTTP DELETE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PATCH-methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: HTTP PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: PATCH-Methode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: HTTP PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: méthode PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: HTTP PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: método PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: HTTP PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: طريقة PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: HTTP PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: metode PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: HTTP PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: PATCH方法
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: HTTP PATCH
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/HistoricalArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/HistoricalArchiveRecordSetType.yaml
index 0db6d6ba5b..40a21d6d31 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/HistoricalArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/HistoricalArchiveRecordSetType.yaml
@@ -39,9 +39,38 @@ classes:
         masa lalu, orang, dan aktivitas organisasi.
       zh: >-
         用于记录过去事件、人物和组织活动的原始资料聚合的分类法根。
+    structured_aliases:
+      - literal_form: historisch-archiefbestandtype
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Historisches-Archiv-Bestandstyp
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: type d'ensemble documentaire d'archive historique
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: tipo de conjunto documental de archivo historico
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: نوع مجموعة سجلات أرشيف تاريخي
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: tipe set arsip historis
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 历史档案记录集类型
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - primary source materials
+      - past events documentation
+      - organizational activities
+      - historical taxonomy
     slots:
       - has_type
       - has_score
       - has_scope
     broad_mappings:
       - rico:RecordSetType
+      - skos:Concept
+      - crm:E55_Type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/HistoricalRegion.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/HistoricalRegion.yaml
index ab52f6b615..5ede6d82a6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/HistoricalRegion.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/HistoricalRegion.yaml
@@ -36,51 +36,171 @@ classes:
       zh: >-
         过去时代存在的地理区域或政体，记录与当今地理不同的边界和名称。
     structured_aliases:
-      nl:
-        - historische regio
-        - voormalig gebied
-      de:
-        - historische Region
-        - ehemaliges Gebiet
-      fr:
-        - région historique
-        - ancien territoire
-      es:
-        - región histórica
-        - antiguo territorio
-      ar:
-        - منطقة تاريخية
-        - إقليم سابق
-      id:
-        - wilayah historis
-        - bekas wilayah
-      zh:
-        - 历史区域
-        - 前领土
-    keywords:
-      - historical geography
-      - former territory
-      - defunct region
-      - past boundaries
-      - historical polity
-    slots:
-      - has_label
-      - has_type
-      - temporal_extent
-      - located_in
-      - identified_by
-      - has_description
-    slot_usage:
-      has_label:
-        required: true
-      temporal_extent:
-        range: TimeSpan
-    broad_mappings:
-      - schema:Place
-    close_mappings:
-      - crm:E53_Place
-    notes:
-      - |
-        Preserved from prior description (commit 6e634651):
 
-        "A geographic region that existed in the past (e.g., Duchy of Burgundy, Prussia, Austria-Hungary).\n\n**MIGRATED** from historical_region slot (2026-01-28).\n\n**USE CASE**:\nFinding aids often refer to regions that no longer exist or whose boundaries have changed.\nThis class allows capturing the historical name, type, and temporal extent of such regions.\n"
+      - literal_form: historische regio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: voormalig gebied
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: historische Region
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ehemaliges Gebiet
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: région historique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ancien territoire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: región histórica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: antiguo territorio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منطقة تاريخية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: إقليم سابق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: wilayah historis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: bekas wilayah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 历史区域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 前领土
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: historical geography
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: former territory
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: defunct region
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: past boundaries
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: historical polity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: located_in
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Place
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E53_Place
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/HospitalArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/HospitalArchiveRecordSetType.yaml
index 9419e74c06..c22d01d696 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/HospitalArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/HospitalArchiveRecordSetType.yaml
@@ -5,6 +5,8 @@ prefixes:
   linkml: https://w3id.org/linkml/
   hc: https://nde.nl/ontology/hc/
   rico: https://www.ica.org/standards/RiC/ontology#
+  skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
 default_prefix: hc
 imports:
   - linkml:types
@@ -23,7 +25,7 @@ classes:
       nl: >-
         Taxonomiewortel voor het categoriseren van documentaire materialen die door zorginstellingen worden beheerd.
       de: >-
-        Taxonomiewurzel zur Kategorisierung von Dokumentenmaterialien, die von Gesundheitseinrichtungen verwaltet werden.
+        Taxonomiewurzel zur Kategorisierung von Dokumentenmaterialien, die von Gesundheitseinrichtungen verwaltet wurden.
       fr: >-
         Racine taxonomique pour catégoriser les documents matériels gérés par les établissements de santé.
       es: >-
@@ -35,24 +37,31 @@ classes:
       zh: >-
         用于分类医疗机构保存的文献资料的分类根。
     structured_aliases:
-      nl: Ziekenhuisarchiefrecordsettype
-      de: Krankenhausarchiv-Bestandstyp
-      fr: Type de fonds d'archives hospitalières
-      es: Tipo de fondo de archivo hospitalario
-      ar: نوع مجموعة أرشيف المستشفى
-      id: Tipe Set Rekaman Arsip Rumah Sakit
-      zh: 医院档案记录集类型
+    - {literal_form: Ziekenhuisarchiefrecordsettype, in_language: nl}
+    - {literal_form: Krankenhausarchiv-Bestandstyp, in_language: de}
+    - {literal_form: Type de fonds d'archives hospitalières, in_language: fr}
+    - {literal_form: Tipo de fondo de archivo hospitalario, in_language: es}
+    - {literal_form: نوع مجموعة أرشيف المستشفى, in_language: ar}
+    - {literal_form: Tipe Set Rekaman Arsip Rumah Sakit, in_language: id}
+    - {literal_form: 医院档案记录集类型, in_language: zh}
+    keywords:
+    - healthcare institution
+    - medical documentation
+    - hospital records
+    - clinical materials
+    - taxonomic category
     slots:
       - has_type
       - has_score
       - has_scope
     broad_mappings:
       - rico:RecordSetType
-
+      - skos:Concept
+      - crm:E55_Type
     notes:
       - |
         Preserved from prior description (commit 6e634651):
 
         Preserved from prior description (commit 6e634651):
 
-        "Abstract base class for all hospital archive record set types.\n\n**Definition**:\nA rico:RecordSetType that classifies collections held by hospital and healthcare \narchives. Hospital archives preserve records documenting patient care, medical \nadministration, research activities, and institutional history.\n\n**Subclasses**:\n- HospitalAdministrationFonds (institutional governance and administration)\n- PatientRecordsSeries (patient care documentation)\n- MedicalResearchCollection (clinical research and trials)\n- NursingRecordsCollection (nursing administration and education)\n- MedicalPhotographyCollection (medical imaging and documentation)\n\n**RiC-O Alignment**:\nThis is an abstract type classifier. Subclasses specify both the domain \n(type of healthcare records) and organizational principle (fonds, series, collection).\n\n**Dual-Class Pattern**:\nHospitalArchive (ArchiveOrganizationType) = the custodian institution.\nHospitalArchiveRecordSetType (rico:RecordSetType)\
+        "Abstract base class for all hospital archive record set types.\n\n**Definition**:\nA rico:RecordSetType that classifies collections held by hospital and healthcare \narchives. Hospital archives preserve records documenting patient care, medical \nadministration, research activities, and institutional history.\n\n**Subclasses**:\n- HospitalAdministrationFonds (institutional governance and administration)\n- PatientRecordsSeries (patient care documentation)\n- MedicalResearchCollection (clinical research and trials)\n- NursingRecordsCollection (nursing administration and education)\n- MedicalPhotographyCollection (medical imaging and documentation)\n\n**RiC-O Alignment**:\nThis is an abstract type classifier. Subclasses specify both the domain \n(type of healthcare records) and organizational principle (fonds, series, collection).\n\n**Dual-Class Pattern**:\nHospitalArchive (ArchiveOrganizationType) = the custodian institution.\nHospitalArchiveRecordSetType (rico:RecordSetType)
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/HospitalArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/HospitalArchiveRecordSetTypes.yaml
index e544653a5d..ea22514cdf 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/HospitalArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/HospitalArchiveRecordSetTypes.yaml
@@ -39,27 +39,19 @@ classes:
       zh: >-
         由医院管理层形成的治理与行政记录构成的全宗。
     structured_aliases:
-    - literal_form: ziekenhuisbestuursfonds
-      predicate: EXACT_SYNONYM
-      in_language: nl
-    - literal_form: Krankenhausverwaltungsfonds
-      predicate: EXACT_SYNONYM
-      in_language: de
-    - literal_form: fonds administratif hospitalier
-      predicate: EXACT_SYNONYM
-      in_language: fr
-    - literal_form: fondo administrativo hospitalario
-      predicate: EXACT_SYNONYM
-      in_language: es
-    - literal_form: صندوق إدارة المستشفى
-      predicate: EXACT_SYNONYM
-      in_language: ar
-    - literal_form: fonds administrasi rumah sakit
-      predicate: EXACT_SYNONYM
-      in_language: id
-    - literal_form: 医院行政全宗
-      predicate: EXACT_SYNONYM
-      in_language: zh
+    - {literal_form: ziekenhuisbestuursfonds, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: Krankenhausverwaltungsfonds, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: fonds administratif hospitalier, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: fondo administrativo hospitalario, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: صندوق إدارة المستشفى, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: fonds administrasi rumah sakit, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 医院行政全宗, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+      - hospital administration
+      - governance records
+      - institutional management
+      - healthcare governance
+      - administrative fonds
     slots:
       - has_type
       - has_score
@@ -96,27 +88,19 @@ classes:
       zh: >-
         记录患者就诊与护理过程并受更严格隐私控制约束的一组临床护理记录系列。
     structured_aliases:
-    - literal_form: patientendossierserie
-      predicate: EXACT_SYNONYM
-      in_language: nl
-    - literal_form: Patientenaktenserie
-      predicate: EXACT_SYNONYM
-      in_language: de
-    - literal_form: serie de dossiers patients
-      predicate: EXACT_SYNONYM
-      in_language: fr
-    - literal_form: serie de historias clinicas
-      predicate: EXACT_SYNONYM
-      in_language: es
-    - literal_form: سلسلة سجلات المرضى
-      predicate: EXACT_SYNONYM
-      in_language: ar
-    - literal_form: seri catatan pasien
-      predicate: EXACT_SYNONYM
-      in_language: id
-    - literal_form: 病历系列
-      predicate: EXACT_SYNONYM
-      in_language: zh
+    - {literal_form: patientendossierserie, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: Patientenaktenserie, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: serie de dossiers patients, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: serie de historias clinicas, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: سلسلة سجلات المرضى, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: seri catatan pasien, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 病历系列, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+      - patient records
+      - clinical care
+      - medical privacy
+      - patient episodes
+      - healthcare documentation
     slots:
       - has_type
       - has_score
@@ -153,27 +137,19 @@ classes:
       zh: >-
         记录临床与医学研究活动（包括研究方案、数据集以及伦理或监管审批文件）的材料收藏。
     structured_aliases:
-    - literal_form: medische onderzoekscollectie
-      predicate: EXACT_SYNONYM
-      in_language: nl
-    - literal_form: medizinische Forschungssammlung
-      predicate: EXACT_SYNONYM
-      in_language: de
-    - literal_form: collection de recherche medicale
-      predicate: EXACT_SYNONYM
-      in_language: fr
-    - literal_form: coleccion de investigacion medica
-      predicate: EXACT_SYNONYM
-      in_language: es
-    - literal_form: مجموعة البحث الطبي
-      predicate: EXACT_SYNONYM
-      in_language: ar
-    - literal_form: koleksi riset medis
-      predicate: EXACT_SYNONYM
-      in_language: id
-    - literal_form: 医学研究收藏
-      predicate: EXACT_SYNONYM
-      in_language: zh
+    - {literal_form: medische onderzoekscollectie, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: medizinische Forschungssammlung, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: collection de recherche medicale, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: coleccion de investigacion medica, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: مجموعة البحث الطبي, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: koleksi riset medis, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 医学研究收藏, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+      - clinical research
+      - medical protocols
+      - research datasets
+      - ethics approvals
+      - clinical trials
     slots:
       - has_type
       - has_score
@@ -210,27 +186,19 @@ classes:
       zh: >-
         记录护理教育、培训与职业实践的材料收藏。
     structured_aliases:
-    - literal_form: verpleegkundedocumentatiecollectie
-      predicate: EXACT_SYNONYM
-      in_language: nl
-    - literal_form: Pflegedokumentationssammlung
-      predicate: EXACT_SYNONYM
-      in_language: de
-    - literal_form: collection de dossiers infirmiers
-      predicate: EXACT_SYNONYM
-      in_language: fr
-    - literal_form: coleccion de registros de enfermeria
-      predicate: EXACT_SYNONYM
-      in_language: es
-    - literal_form: مجموعة سجلات التمريض
-      predicate: EXACT_SYNONYM
-      in_language: ar
-    - literal_form: koleksi catatan keperawatan
-      predicate: EXACT_SYNONYM
-      in_language: id
-    - literal_form: 护理记录收藏
-      predicate: EXACT_SYNONYM
-      in_language: zh
+    - {literal_form: verpleegkundedocumentatiecollectie, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: Pflegedokumentationssammlung, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: collection de dossiers infirmiers, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: coleccion de registros de enfermeria, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: مجموعة سجلات التمريض, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: koleksi catatan keperawatan, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 护理记录收藏, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+      - nursing education
+      - nursing practice
+      - healthcare training
+      - professional records
+      - nursing documentation
     slots:
       - has_type
       - has_score
@@ -267,27 +235,19 @@ classes:
       zh: >-
         用于医疗文档记录以及临床或机构参考的摄影或影像资料收藏。
     structured_aliases:
-    - literal_form: medische fotocollectie
-      predicate: EXACT_SYNONYM
-      in_language: nl
-    - literal_form: medizinische Fotosammlung
-      predicate: EXACT_SYNONYM
-      in_language: de
-    - literal_form: collection de photographies medicales
-      predicate: EXACT_SYNONYM
-      in_language: fr
-    - literal_form: coleccion de fotografia medica
-      predicate: EXACT_SYNONYM
-      in_language: es
-    - literal_form: مجموعة الصور الطبية
-      predicate: EXACT_SYNONYM
-      in_language: ar
-    - literal_form: koleksi fotografi medis
-      predicate: EXACT_SYNONYM
-      in_language: id
-    - literal_form: 医学影像收藏
-      predicate: EXACT_SYNONYM
-      in_language: zh
+    - {literal_form: medische fotocollectie, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: medizinische Fotosammlung, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: collection de photographies medicales, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: coleccion de fotografia medica, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: مجموعة الصور الطبية, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: koleksi fotografi medis, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 医学影像收藏, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+      - medical photography
+      - clinical imaging
+      - medical documentation
+      - institutional reference
+      - visual records
     slots:
       - has_type
       - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/HouseArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/HouseArchiveRecordSetType.yaml
index ae7f4f48c8..90f73fdcf7 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/HouseArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/HouseArchiveRecordSetType.yaml
@@ -34,36 +34,153 @@ classes:
       zh: >-
         记录贵族、世家或王朝家族历史和庄园管理记录集类别的抽象分类。
     structured_aliases:
-      nl:
-        - huisarchief recordset-type
-        - familiearchief-categorie
-      de:
-        - Hausarchiv-Datensatztyp
-        - Familienarchiv-Kategorie
-      fr:
-        - type de jeu d'enregistrements d'archives de maison
-        - catégorie d'archives familiales
-      es:
-        - tipo de conjunto de registros de archivo de casa
-        - categoría de archivo familiar
-      ar:
-        - نوع مجموعة سجلات أرشيف البيت
-        - فئة الأرشيف العائلي
-      id:
-        - jenis kumpulan catatan arsip rumah
-        - kategori arsip keluarga
-      zh:
-        - 家族档案记录集类型
-        - 家谱档案类别
-    keywords:
-      - house archive
-      - family archive
-      - estate records
-      - noble family
-      - dynastic archives
-    slots:
-      - has_type
-      - has_score
-      - has_scope
-    broad_mappings:
-      - rico:RecordSetType
+
+      - literal_form: huisarchief recordset-type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: familiearchief-categorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Hausarchiv-Datensatztyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Familienarchiv-Kategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type de jeu d'enregistrements d'archives de maison
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: catégorie d'archives familiales
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de conjunto de registros de archivo de casa
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: categoría de archivo familiar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع مجموعة سجلات أرشيف البيت
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: فئة الأرشيف العائلي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis kumpulan catatan arsip rumah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kategori arsip keluarga
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 家族档案记录集类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 家谱档案类别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: house archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: family archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: estate records
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: noble family
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dynastic archives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_scope
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:RecordSetType
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E55_Type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/HouseArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/HouseArchiveRecordSetTypes.yaml
index d9fcd75224..4e077d265d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/HouseArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/HouseArchiveRecordSetTypes.yaml
@@ -59,6 +59,12 @@ classes:
     - literal_form: 家族档案全宗
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+      - house records fonds
+      - lineage records
+      - family fonds
+      - provenance-based archive
+      - household documents
     slots:
       - has_type
       - has_score
@@ -115,6 +121,12 @@ classes:
     - literal_form: 家族文书收藏
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+      - family papers
+      - personal correspondence
+      - family documents
+      - genealogical papers
+      - ancestral records
     slots:
       - has_type
       - has_score
@@ -171,6 +183,12 @@ classes:
     - literal_form: 遗产管理文件系列
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+      - estate documents
+      - property management
+      - inheritance records
+      - land administration
+      - estate administration
     slots:
       - has_type
       - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/HumidityTolerance.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/HumidityTolerance.yaml
index fe076f82f9..77a8978d22 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/HumidityTolerance.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/HumidityTolerance.yaml
@@ -31,39 +31,135 @@ classes:
       zh: >-
         预防性保护和环境监测中使用的目标大气湿度水平的可接受偏差范围。
     structured_aliases:
-      nl:
-        - vochtigheidstolerantie
-        - RV-tolerantie
-      de:
-        - Feuchtigkeitstoleranz
-        - Luftfeuchtigkeitstoleranz
-      fr:
-        - tolérance d'humidité
-        - tolérance hygrométrique
-      es:
-        - tolerancia de humedad
-        - tolerancia higrométrica
-      ar:
-        - تحمل الرطوبة
-        - تسامح الرطوبة
-      id:
-        - toleransi kelembaban
-        - toleransi higrometri
-      zh:
-        - 湿度容差
-        - 湿度允差
-    keywords:
-      - humidity tolerance
-      - environmental control
-      - preventive conservation
-      - RH tolerance
-      - climate control
-    slots:
-      - has_value
-      - has_measurement_unit
-    slot_usage:
-      has_value:
-        range: float
-        required: true
-    broad_mappings:
-      - schema:QuantitativeValue
+
+      - literal_form: vochtigheidstolerantie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: RV-tolerantie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Feuchtigkeitstoleranz
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Luftfeuchtigkeitstoleranz
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: tolérance d'humidité
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tolérance hygrométrique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tolerancia de humedad
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: tolerancia higrométrica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تحمل الرطوبة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تسامح الرطوبة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: toleransi kelembaban
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: toleransi higrometri
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 湿度容差
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 湿度允差
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: humidity tolerance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: environmental control
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: preventive conservation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: RH tolerance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: climate control
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_measurement_unit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:QuantitativeValue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/IconographicArchivesRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/IconographicArchivesRecordSetType.yaml
index 5bbe27cbec..eaec776d2c 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/IconographicArchivesRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/IconographicArchivesRecordSetType.yaml
@@ -39,9 +39,160 @@ classes:
         dan visual yang dikelola oleh repositori berfokus gambar.
       zh: >-
         用于对由图像焦点存储库管理的图像、插图和视觉文档馆藏进行分类的分类法根。
-    slots:
-      - has_type
-      - has_score
-      - has_scope
-    broad_mappings:
-      - rico:RecordSetType
+    structured_aliases:
+
+      - literal_form: beeldarchief recordset-type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: iconografisch archief-categorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bildarchiv-Datensatztyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ikonografisches Archiv-Kategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type de jeu d'enregistrements d'archives iconographiques
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: catégorie d'archives visuelles
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de conjunto de registros de archivo iconográfico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: categoría de archivo visual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع مجموعة سجلات الأرشيف التصويري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: فئة الأرشيف البصري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis kumpulan catatan arsip ikonografis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kategori arsip visual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 图像档案记录集类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 视觉档案类别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: iconographic archives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: visual documentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: pictorial collections
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: image repositories
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: graphic archives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: illustration holdings
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_scope
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:RecordSetType
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E55_Type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/IconographicArchivesRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/IconographicArchivesRecordSetTypes.yaml
index df5bfdfdfb..f8c8c391c6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/IconographicArchivesRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/IconographicArchivesRecordSetTypes.yaml
@@ -59,6 +59,12 @@ classes:
     - literal_form: 图像收藏
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+      - visual images
+      - documentary photography
+      - pictorial evidence
+      - image collection
+      - reference images
     slots:
       - has_type
       - has_score
@@ -115,6 +121,13 @@ classes:
     - literal_form: 版画收藏
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+      - prints
+      - engravings
+      - graphic works
+      - printmaking
+      - etchings
+      - woodcuts
     slots:
       - has_type
       - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Iconography.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Iconography.yaml
index fed5181d4d..811ad46749 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Iconography.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Iconography.yaml
@@ -32,37 +32,141 @@ classes:
       zh: >-
         用于艺术作品中视觉母题、象征主题和表现惯例的受控词汇术语。
     structured_aliases:
-      nl:
-        - iconografie
-        - beeldsymboliek
-      de:
-        - Ikonografie
-        - Bildsymbolik
-      fr:
-        - iconographie
-        - symbolique visuelle
-      es:
-        - iconografía
-        - simbolismo visual
-      ar:
-        - الأيقونوغرافيا
-        - الرمزية البصرية
-      id:
-        - ikonografi
-        - simbolisme visual
-      zh:
-        - 图像志
-        - 图像象征
-    keywords:
-      - iconography
-      - visual motif
-      - symbolic subject
-      - art terminology
-      - representational convention
-    slots:
-      - has_label
-      - has_description
-    broad_mappings:
-      - skos:Concept
-    close_mappings:
-      - schema:DefinedTerm
+
+      - literal_form: iconografie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: beeldsymboliek
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ikonografie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Bildsymbolik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: iconographie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: symbolique visuelle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: iconografía
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: simbolismo visual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الأيقونوغرافيا
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الرمزية البصرية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: ikonografi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: simbolisme visual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 图像志
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 图像象征
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: iconography
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: visual motif
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: symbolic subject
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: art terminology
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: representational convention
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:DefinedTerm
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/IdentifierTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/IdentifierTypes.yaml
index 46229f6cc5..645c0174b1 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/IdentifierTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/IdentifierTypes.yaml
@@ -19,366 +19,2240 @@ classes:
   ISILIdentifier:
     is_a: IdentifierType
     class_uri: hc:ISILIdentifier
-    description: International Standard Identifier for Libraries and Related Organizations
-      (ISO 15511).
-    slot_usage:
-      has_code:
-        equals_string: ISIL
-      has_label:
-#         range: string
-        equals_string: ISIL Code
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  VIAFIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:VIAFIdentifier
-    description: Virtual International Authority File identifier.
-    slot_usage:
-      has_code:
-        equals_string: VIAF
-      has_label:
-#         range: string
-        equals_string: VIAF ID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  ISNIIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:ISNIIdentifier
-    description: International Standard Name Identifier (ISO 27729).
-    slot_usage:
-      has_code:
-        equals_string: ISNI
-      has_label:
-#         range: string
-        equals_string: ISNI
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  RORIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:RORIdentifier
-    description: Research Organization Registry identifier.
-    slot_usage:
-      has_code:
-        equals_string: ROR
-      has_label:
-#         range: string
-        equals_string: ROR ID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  ORCIDIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:ORCIDIdentifier
-    description: Open Researcher and Contributor ID.
-    slot_usage:
-      has_code:
-        equals_string: ORCID
-      has_label:
-#         range: string
-        equals_string: ORCID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  WikidataIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:WikidataIdentifier
-    description: Wikidata entity identifier (Q-number).
-    slot_usage:
-      has_code:
-        equals_string: WIKIDATA
-      has_label:
-#         range: string
-        equals_string: Wikidata ID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  GNDIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:GNDIdentifier
-    description: Gemeinsame Normdatei (German authority file).
-    slot_usage:
-      has_code:
-        equals_string: GND
-      has_label:
-#         range: string
-        equals_string: GND ID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  ULANIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:ULANIdentifier
-    description: Union List of Artist Names (Getty).
-    slot_usage:
-      has_code:
-        equals_string: ULAN
-      has_label:
-#         range: string
-        equals_string: ULAN ID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  AATIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:AATIdentifier
-    description: Art & Architecture Thesaurus (Getty).
-    slot_usage:
-      has_code:
-        equals_string: AAT
-      has_label:
-#         range: string
-        equals_string: AAT ID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  TGNIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:TGNIdentifier
-    description: Thesaurus of Geographic Names (Getty).
-    slot_usage:
-      has_code:
-        equals_string: TGN
-      has_label:
-#         range: string
-        equals_string: TGN ID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  KvKIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:KvKIdentifier
-    description: Dutch Chamber of Commerce (Kamer van Koophandel) registration number.
-    slot_usage:
-      has_code:
-        equals_string: KVK
-      has_label:
-#         range: string
-        equals_string: KvK Number
-    close_mappings:
-    - rov:registration
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  LEIIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:LEIIdentifier
-    description: Legal Entity Identifier (ISO 17442).
-    slot_usage:
-      has_code:
-        equals_string: LEI
-      has_label:
-#         range: string
-        equals_string: LEI
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  VATIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:VATIdentifier
-    description: VAT registration number.
-    slot_usage:
-      has_code:
-        equals_string: VAT
-      has_label:
-#         range: string
-        equals_string: VAT Number
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  ISBNIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:ISBNIdentifier
-    description: International Standard Book Number (ISO 2108).
-    slot_usage:
-      has_code:
-        equals_string: ISBN
-      has_label:
-#         range: string
-        equals_string: ISBN
-    related_mappings:
-    - bibo:isbn
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  ISSNIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:ISSNIdentifier
-    description: International Standard Serial Number (ISO 3297).
-    slot_usage:
-      has_code:
-        equals_string: ISSN
-      has_label:
-#         range: string
-        equals_string: ISSN
-    related_mappings:
-    - bibo:issn
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  DOIIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:DOIIdentifier
-    description: Digital Object Identifier (ISO 26324).
-    slot_usage:
-      has_code:
-        equals_string: DOI
-      has_label:
-#         range: string
-        equals_string: DOI
-    related_mappings:
-    - bibo:doi
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  OCLCIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:OCLCIdentifier
-    description: OCLC WorldCat record number.
-    slot_usage:
-      has_code:
-        equals_string: OCLC
-      has_label:
-#         range: string
-        equals_string: OCLC Number
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  CatalogRaisonneIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:CatalogRaisonneIdentifier
-    description: "Reference number in a catalogue raisonn\xE9 (comprehensive catalog\
-      \ of an artist's work). MIGRATED from catalog_raisonne_number slot (2026-01-23)\
-      \ per Rule 53/F26."
-    slot_usage:
-      has_code:
-        equals_string: CATALOG_RAISONNE
-      has_label:
-#         range: string
-        equals_string: "Catalogue Raisonn\xE9 Number"
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  InventoryNumberIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:InventoryNumberIdentifier
-    description: Museum or collection inventory number.
-    slot_usage:
-      has_code:
-        equals_string: INVENTORY_NUMBER
-      has_label:
-#         range: string
-        equals_string: Inventory Number
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  AccessionNumberIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:AccessionNumberIdentifier
-    description: Accession number assigned upon acquisition.
-    slot_usage:
-      has_code:
-        equals_string: ACCESSION_NUMBER
-      has_label:
-#         range: string
-        equals_string: Accession Number
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  FindingAidIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:FindingAidIdentifier
-    description: Finding aid or archival guide identifier.
-    slot_usage:
-      has_code:
-        equals_string: FINDING_AID_ID
-      has_label:
-#         range: string
-        equals_string: Finding Aid ID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  FondsNumberIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:FondsNumberIdentifier
-    description: Archival fonds or collection number.
-    slot_usage:
-      has_code:
-        equals_string: FONDS_NUMBER
-      has_label:
-#         range: string
-        equals_string: Fonds Number
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  EADIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:EADIdentifier
-    description: Encoded Archival Description identifier.
-    slot_usage:
-      has_code:
-        equals_string: EAD_ID
-      has_label:
-#         range: string
-        equals_string: EAD ID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  LocalCollectionIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:LocalCollectionIdentifier
-    description: Local collection or institutional identifier.
-    slot_usage:
-      has_code:
-        equals_string: LOCAL_COLLECTION
-      has_label:
-#         range: string
-        equals_string: Local Collection ID
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  InternalCodeIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:InternalCodeIdentifier
-    description: Internal system code or database ID.
-    slot_usage:
-      has_code:
-        equals_string: INTERNAL_CODE
-      has_label:
-#         range: string
-        equals_string: Internal Code
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  URIIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:URIIdentifier
-    description: Uniform Resource Identifier.
-    slot_usage:
-      has_code:
-        equals_string: URI
-      has_label:
-#         range: string
-        equals_string: URI
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
-  URLIdentifier:
-    is_a: IdentifierType
-    class_uri: hc:URLIdentifier
-    description: Uniform Resource Locator (web address).
-    slot_usage:
-      has_code:
-        equals_string: URL
-      has_label:
-#         range: string
-        equals_string: URL
-    broad_mappings:
-    - adms:Identifier
-    - skos:Concept
+    description: >-
+      Unique alphanumeric code assigned to library and related organizations per ISO 15511.
+    alt_descriptions:
+      nl: Unieke alfanumerieke code toegewezen aan bibliotheken en gerelateerde organisaties volgens ISO 15511.
+      de: Eindeutiger alphanumerischer Code, der Bibliotheken und verwandten Organisationen nach ISO 15511 zugewiesen wird.
+      fr: Code alphanumérique unique attribué aux bibliothèques et organisations connexes selon ISO 15511.
+      es: Código alfanumérico único asignado a bibliotecas y organizaciones relacionadas según ISO 15511.
+      ar: رمز أبجدي رقمي فريد يُعين للمكتبات والمنظمات ذات الصلة وفقًا لـ ISO 15511.
+      id: Kode alfanumerik unik yang ditetapkan untuk perpustakaan dan organisasi terkait sesuai ISO 15511.
+      zh: 根据 ISO 15511 分配给图书馆及相关组织的唯一字母数字代码。
+    structured_aliases:
+
+      - literal_form: ISILIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ISILKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantISIL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorISIL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف ISIL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiISIL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ISIL标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gezagscontrole-identificatie die linkt naar de VIAF-uniecatalogus.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Normdaten-ID, die mit dem Virtuellen Internationalen Normdatei-Verbundkatalog verknüpft.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant d'autorité liant au catalogue collectif du Fichier d'Autorité International Virtuel.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador de control de autoridades que enlaza al catálogo colectivo del Archivo de Autoridades Virtual Internacional.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف سلطة يربط باتحاد الفهرس الدولي الافتراضي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi kontrol otoritas yang menautkan ke katalog gabungan Virtual International Authority File.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 链接到虚拟国际规范文档联合目录的规范控制标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: VIAFIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: VIAFKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantVIAF
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorVIAF
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف VIAF
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiVIAF
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: VIAF标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Persistente unieke identificatie voor bijdragers aan creatieve werken volgens ISO 27729.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Persistente eindeutige Kennung für Mitwirkende an kreativen Werken nach ISO 27729.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant unique persistant pour les contributeurs aux œuvres créatives selon ISO 27729.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador único persistente para contribuyentes a obras creativas según ISO 27729.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف فريد دائم للمساهمين في الأعمال الإبداعية وفقًا لـ ISO 27729.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi unik persisten untuk kontributor karya kreatif sesuai ISO 27729.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 根据 ISO 27729 为创意作品贡献者提供的持久唯一标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ISNIIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ISNIKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantISNI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorISNI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف ISNI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiISNI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ISNI标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Open persistente identificatie voor onderzoeksorganisaties aangeboden door het Research Organization Registry.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Offener persistenter Identifikator für Forschungsorganisationen, bereitgestellt vom Research Organization Registry.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant persistant ouvert pour les organisations de recherche fourni par le Research Organization Registry.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador persistente abierto para organizaciones de investigación proporcionado por el Research Organization Registry.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف دائم مفتوح للمنظمات البحثية يوفره سجل المنظمات البحثية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi persisten terbuka untuk organisasi penelitian yang disediakan oleh Research Organization Registry.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 由研究组织注册表提供的研究组织开放持久标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: RORIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: RORKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantROR
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorROR
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف ROR
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiROR
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ROR标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Niet-eigendommelijke unieke identificatie voor onderzoekers en geleerden die toeschrijving over platforms mogelijk maakt.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Nicht-proprietärer eindeutiger Identifikator für Forscher und Wissenschaftler, der die Zuschreibung über Plattformen hinweg ermöglicht.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant unique non propriétaire pour les chercheurs et universitaires permettant l'attribution sur plusieurs plateformes.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador único no propietario para investigadores y académicos que permite la atribución entre plataformas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف فريد غير مملوك للباحثين والعلماء يمكّن من النسب عبر المنصات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi unik non-proprietari untuk peneliti dan cendekiawan yang memungkinkan atribusi lintas platform.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 研究人员和学者的非专有唯一标识符，支持跨平台归属。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ORCIDIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ORCIDKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantORCID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorORCID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف ORCID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiORCID
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ORCID标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Unieke entiteitsidentificatie binnen de Wikidata-kennisgraaf met Q-nummerformaat.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Eindeutiger Entitätsidentifikator innerhalb des Wikidata-Wissensgrafen im Q-Nummer-Format.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant d'entité unique dans le graphe de connaissances Wikidata utilisant le format Q-numéro.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador de entidad único dentro del grafo de conocimiento de Wikidata usando formato de número Q.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف كيان فريد داخل الرسم البياني للمعرفة ويكي بيانات باستخدام تنسيق رقم Q.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi entitas unik dalam graf pengetahuan Wikidata menggunakan format nomor Q.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 维基数据知识图谱中使用 Q 编号格式的唯一实体标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: WikidataIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: WikidataKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantWikidata
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorWikidata
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف ويكي بيانات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiWikidata
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 维基数据标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gezagsrecordidentificatie uit de Duitse Gemeinsame Normdatei.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Normdatensatz-ID aus der Gemeinsamen Normdatei.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant d'autorité du fichier d'autorité intégré allemand.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador de registro de autoridad del Archivo de Autoridad Integrado Alemán.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف سجل سلطة من ملف السلطة الألماني الموحد.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi catatan otoritas dari Berkas Otoritas Terpadu Jerman.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 来自德国综合规范文档的规范记录标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: GNDIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: GNDKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantGND
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorGND
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف GND
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiGND
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: GND标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gezagsidentificatie uit de Getty Union List of Artist Names vocabulaire.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Normdaten-ID aus dem Getty Union List of Artist Names Vokabular.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant d'autorité du vocabulaire Union List of Artist Names du Getty.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador de autoridad del vocabulario Lista Unión de Nombres de Artistas del Getty.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف سلطة من مفردات قائمة اتحاد أسماء الفنانين غيتي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi otoritas dari kosakata Union List of Artist Names Getty.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 来自盖蒂艺术家名称联合列表词汇表的规范标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ULANIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ULANKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantULAN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorULAN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف ULAN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiULAN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ULAN标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Conceptidentificatie uit de Getty Art and Architecture Thesaurus vocabulaire.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Konzept-ID aus dem Getty Art and Architecture Thesaurus Vokabular.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant de concept du vocabulaire Art and Architecture Thesaurus du Getty.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador de concepto del vocabulario Tesauro de Arte y Arquitectura del Getty.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف مفهوم من مفردات فن وفن العمارة غيتي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi konsep dari kosakata Art and Architecture Thesaurus Getty.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 来自盖蒂艺术与建筑叙词表词汇表的概念标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AATIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: AATKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantAAT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorAAT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف AAT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiAAT
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: AAT标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Plaatsidentificatie uit de Getty Thesaurus of Geographic Names vocabulaire.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Orts-ID aus dem Getty Thesaurus of Geographic Names Vokabular.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant de lieu du vocabulaire Thesaurus of Geographic Names du Getty.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador de lugar del vocabulario Tesauro de Nombres Geográficos del Getty.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف مكان من مفردات تيسوروس الأسماء الجغرافية غيتي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi tempat dari kosakata Thesaurus of Geographic Names Getty.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 来自盖蒂地理名称叙词表词汇表的地点标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: TGNIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: TGNKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantTGN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorTGN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف TGN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiTGN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: TGN标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Registratienummer toegewezen aan Nederlandse handelsentiteiten door de Kamer van Koophandel.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Registriernummer, die niederländischen Handelsgesellschaften von der Handelskammer zugewiesen wird.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Numéro d'enregistrement attribué aux entités commerciales néerlandaises par la Chambre de Commerce.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Número de registro asignado a entidades comerciales neerlandesas por la Cámara de Comercio.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم تسجيل يُعين للكيانات التجارية الهولندية من قبل غرفة التجارة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Nomor registrasi yang ditetapkan untuk entitas komersial Belanda oleh Kamar Dagang.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 由商会分配给荷兰商业实体的注册号。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: KvKIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: KvKKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantKvK
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorKvK
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف KvK
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiKvK
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: KvK标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gestandaardiseerde unieke identificatie voor rechtspersonen die deelnemen aan financiële transacties volgens ISO 17442.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Standardisierte eindeutige Kennung für juristische Personen, die an Finanztransaktionen teilnehmen, nach ISO 17442.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant unique normalisé pour les entités légales participant à des transactions financières selon ISO 17442.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador único estandarizado para entidades legales que participan en transacciones financieras según ISO 17442.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف فريد موحد للكيانات القانونية المشاركة في المعاملات المالية وفقًا لـ ISO 17442.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi unik terstandarisasi untuk entitas legal yang berpartisipasi dalam transaksi keuangan sesuai ISO 17442.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 根据 ISO 17442 为参与金融交易的法律实体提供的标准化唯一标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LEIIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: LEIKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantLEI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorLEI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف LEI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiLEI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: LEI标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Belastingregistratienummer voor entiteiten die btw-plichtig zijn in rechtsgebieden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Steuerregisternummer für entitäten, die in Rechtsgebieten mehrwertsteuerpflichtig sind.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Numéro d'enregistrement fiscal pour les entités assujetties à la taxe sur la valeur ajoutée dans les juridictions.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Número de registro fiscal para entidades sujetas al impuesto al valor agregado en jurisdicciones.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم التسجيل الضريبي للكيانات الخاضعة لضريبة القيمة المضافة في الولايات القضائية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Nomor registrasi pajak untuk entitas yang terkena pajak pertambahan nilai di yurisdiksi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 在司法管辖区内缴纳增值税的实体的税务登记号。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: BTWIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: UmsatzsteuerKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantTVA
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorIVA
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف ضريبة القيمة المضافة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiPPN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 增值税标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Uniek numeriek commercieel boekidentificatienummer dat voldoet aan de ISO 2108-standaard.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Eindeutige numerische kommerzielle Buchkennung nach ISO 2108-Norm.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant numérique unique de livre commercial conforme à la norme ISO 2108.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador numérico único de libro comercial que cumple con la norma ISO 2108.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف رقمي فريد للكتاب التجاري يتوافق مع معيار ISO 2108.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi numerik unik buku komersial yang mematuhi standar ISO 2108.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 符合 ISO 2108 标准的唯一数字商业图书标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ISBNIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ISBNummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantISBN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorISBN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف ISBN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiISBN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ISBN标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Uniek numeriek identificatienummer voor periodieke publicaties volgens ISO 3297-standaard.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Eindeutige numerische Kennung für fortlaufende Sammelwerke nach ISO 3297-Norm.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant numérique unique pour les publications en série conforme à la norme ISO 3297.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador numérico único para publicaciones seriadas que cumple con la norma ISO 3297.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف رقمي فريد للمنشورات المسلسلة يتوافق مع معيار ISO 3297.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi numerik unik untuk publikasi berseri yang mematuhi standar ISO 3297.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 符合 ISO 3297 标准的连续出版物唯一数字标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ISSNIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ISSNKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantISSN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorISSN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف ISSN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiISSN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ISSN标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Persistente alfanumerieke identificatie voor digitale objecten volgens ISO 26324-standaard.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Persistenter alphanumerischer Identifikator für digitale Objekte nach ISO 26324-Norm.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant alphanumérique persistant pour les objets numériques conforme à la norme ISO 26324.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador alfanumérico persistente para objetos digitales que cumple con la norma ISO 26324.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف أبجدي رقمي دائم للكائنات الرقمية يتوافق مع معيار ISO 26324.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi alfanumerik persisten untuk objek digital yang mematuhi standar ISO 26324.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 符合 ISO 26324 标准的数字对象持久字母数字标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DOIIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: DOIKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantDOI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorDOI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف DOI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiDOI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: DOI标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Uniek recordnummer binnen de OCLC WorldCat bibliografische database.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Eindeutige Datensatznummer innerhalb der OCLC WorldCat bibliografischen Datenbank.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Numéro d'enregistrement unique dans la base de données bibliographique WorldCat de l'OCLC.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Número de registro único dentro de la base de datos bibliográfica WorldCat de OCLC.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم سجل فريد داخل قاعدة البيانات الببليوغرافية WorldCat OCLC.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Nomor rekaman unik dalam database bibliografi WorldCat OCLC.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: OCLC WorldCat 书目数据库中的唯一记录号。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OCLCIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: OCLCKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantOCLC
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorOCLC
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف OCLC
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiOCLC
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: OCLC标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Referentienummer binnen een uitgebreide wetenschappelijke catalogus die het volledige oeuvre van een kunstenaar documenteert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Referenznummer innerhalb eines umfassenden wissenschaftlichen Katalogs, der das vollständige Werk eines Künstlers dokumentiert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Numéro de référence dans un catalogue savant complet documentant l'œuvre complet d'un artiste.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Número de referencia dentro de un catálogo académico integral que documenta la obra completa de un artista.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم مرجعي داخل فهرس علمي شامل يوثق الأعمال الكاملة لفنان.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Nomor referensi dalam katalog ilmiah komprehensif yang mendokumentasikan karya lengkap seorang seniman.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 在记录艺术家完整作品的综合学术目录中的参考编号。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: CatalogusRaisonnéNummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: CatalogueRaisonnéNummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NuméroCatalogueRaisonné
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NúmeroCatálogoRazonado
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم الفهرس الم raisoné
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NomorCatalogRaisonne
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 作品目录编号
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Intern volgnummer toegekend door een collectie-beherende instelling.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Interne Verfolgungsnummer, die von einer sammelnden Institution vergeben wird.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Numéro de suivi interne attribué par une institution détentrice de collection.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Número de seguimiento interno asignado por una institución poseedora de colección.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم تتبع داخلي يُعين من قبل مؤسسة حائزة لمجموعة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Nomor pelacakan internal yang ditetapkan oleh institusi pemegang koleksi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 由馆藏机构分配的内部追踪编号。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Inventarisnummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Inventarnummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NuméroInventaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NúmeroInventario
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم الجرد
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NomorInventaris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 库存编号
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Formeel nummer toegekend bij de verwerving van een object in een collectie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Formale Nummer, die bei der Erwerbung eines Objekts in eine Sammlung vergeben wird.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Numéro formel attribué lors de l'acquisition d'un objet dans une collection.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Número formal asignado al adquirir un objeto para una colección.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم رسمي يُعند عند اقتناء شيء لمجموعة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Nomor formal yang ditetapkan saat perolehan objek ke dalam koleksi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 在将物品收入馆藏时分配的正式编号。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Toegangsnummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Zugangsnummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NuméroAccession
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NúmeroAdquisición
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم الانضمام
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NomorAksesi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 入藏编号
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Unieke referentie voor archiefinventarissen die collectie-inhoud beschrijven.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Eindeutige Referenz für archivische Findhilfen, die Sammlungsinhalte beschreiben.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Référence unique pour les instruments de recherche archivistiques décrivant le contenu des collections.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Referencia única para guías de búsqueda archivísticas que describen el contenido de la colección.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مرجع فريد لأدلة البحث الأرشيفية التي تصف محتويات المجموعة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Referensi unik untuk panduan pencarian arsip yang menjelaskan konten koleksi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 描述馆藏内容的档案检索工具的唯一引用。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: InventarisIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: FindhilfeKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantInstrumentRecherche
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorGuíaBúsqueda
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف دليل البحث
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiPanduanPencarian
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 检索工具标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Identificatie voor een archieffonds als bovenliggende aggregatie van archiefbescheiden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kennung für einen Archivfond als übergeordnete Aggregation von Archivgut.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant pour un fonds d'archives comme agrégation de niveau supérieur de documents.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador para un fondo de archivo como agregación de nivel superior de documentos.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف لأرشيف كمجموعة مستوية عليا من الوثائق.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi untuk fond arsip sebagai agregasi tingkat atas catatan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 作为记录顶级聚合的档案全宗的标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Fondsnummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Fondsnummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NuméroFonds
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NúmeroFondo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم الأرشيف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NomorFonds
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 全宗号
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Identificatie voor documenten gecodeerd in het Encoded Archival Description XML-formaat.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kennung für Dokumente im Encoded Archival Description XML-Format kodiert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Identifiant pour les documents encodés au format XML Encoded Archival Description.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Identificador para documentos codificados en formato XML Encoded Archival Description.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف للمستندات المشفرة بتنسيق Encoded Archival Description XML.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pengidentifikasi untuk dokumen yang dikodekan dalam format XML Encoded Archival Description.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 以编码档案描述 XML 格式编码的文档的标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: EADIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: EADKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantEAD
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorEAD
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف EAD
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiEAD
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: EAD标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Instellingsspecifiek identificatieschema voor intern gedefinieerde collecties.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Institutionsspezifisches Identifikationsschema für intern definierte Sammlungen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Schéma d'identifiant spécifique à l'institution pour les collections définies en interne.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Esquema de identificador específico de la institución para colecciones definidas internamente.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظام معرف خاص بالمؤسسة للمجموعات المحددة داخليًا.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Skema pengidentifikasi khusus institusi untuk koleksi yang ditentukan secara internal.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 机构特定的内部定义馆藏标识符方案。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LokaleCollectieIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: LokaleSammlungskennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantCollectionLocale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorColecciónLocal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف المجموعة المحلية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiKoleksiLokal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 本地馆藏标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Niet-openbare referentiecode gebruikt binnen de interne systemen van een instelling.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Nicht-öffentlicher Referenzcode, der in den internen Systemen einer Institution verwendet wird.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Code de référence non public utilisé dans les systèmes internes d'une institution.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Código de referencia no público utilizado dentro de los sistemas internos de una institución.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رمز مرجعي غير عام مستخدم ضمن الأنظمة الداخلية لمؤسسة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kode referensi non-publik yang digunakan dalam sistem internal suatu institusi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 在机构内部系统中使用的非公开参考代码。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: InterneCodeIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: InternerCodeKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantCodeInterne
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorCodigoInterno
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف الرمز الداخلي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiKodeInternal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 内部代码标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Uniforme reeks tekens die een abstracte of fysieke bron identificeert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Gleichförmige Zeichenfolge, die eine abstrakte oder physische Ressource identifiziert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Séquence uniforme de caractères identifiant une ressource abstraite ou physique.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Secuencia uniforme de caracteres que identifica un recurso abstracto o físico.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تسلسل موحد من الأحرف يحدد موردًا مجردًا أو ماديًا.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Urutan karakter seragam yang mengidentifikasi sumber daya abstrak atau fisik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标识抽象或物理资源的统一字符序列。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: URIIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: URKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantURI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorURI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف URI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiURI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: URI标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Webadres dat een bronlocatie specificeert die toegankelijk is via HTTP-protocollen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Webadresse, die einen Ressourcenstandort angibt, der über HTTP-Protokolle zugänglich ist.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Adresse web spécifiant un emplacement de ressource accessible via les protocoles HTTP.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Dirección web que especifica una ubicación de recurso accesible a través de protocolos HTTP.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: عنوان ويب يحدد موقع مورد يمكن الوصول إليه عبر بروتوكولات HTTP.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Alamat web yang menentukan lokasi sumber daya yang dapat diakses melalui protokol HTTP.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 指定可通过 HTTP 协议访问的资源位置的网址。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: URLIdentificatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: URLKennung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: IdentifiantURL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: IdentificadorURL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: معرف URL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: IdentifikasiURL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: URL标识符
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/IndexTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/IndexTypes.yaml
index 504ff88538..3ca9e0c0e7 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/IndexTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/IndexTypes.yaml
@@ -13,11 +13,43 @@ classes:
   TableOfContents:
     is_a: IndexType
     class_uri: hc:TableOfContents
-    description: 'Table of contents - hierarchical chapter/section navigation structure.
-
-      Primary index type for publications, catalogs, and documents.
-
-      '
+    description: >-
+      Hierarchical navigation structure organizing chapters, sections, and subdivisions within a document.
+    alt_descriptions:
+      nl: >-
+        Hiërarchische navigatiestructuur die hoofdstukken, secties en onderverdelingen binnen een document ordent.
+      de: >-
+        Hierarchische Navigationsstruktur, die Kapitel, Abschnitte und Unterteilungen innerhalb eines Dokuments organisiert.
+      fr: >-
+        Structure de navigation hiérarchique organisant les chapitres, sections et subdivisions dans un document.
+      es: >-
+        Estructura de navegación jerárquica que organiza capítulos, secciones y subdivisiones dentro de un documento.
+      ar: >-
+        هيكل تنقل هرمي ينظم الفصول والأقسام والأقسام الفرعية داخل المستند.
+      id: >-
+        Struktur navigasi hierarkis yang mengatur bab, bagian, dan subdivisi dalam dokumen.
+      zh: >-
+        在文档中组织章节、部分和细分的层级导航结构。
+    structured_aliases:
+    - literal_form: Inhoudsopgave
+      in_language: nl
+    - literal_form: Inhaltsverzeichnis
+      in_language: de
+    - literal_form: TableDesMatières
+      in_language: fr
+    - literal_form: Índice
+      in_language: es
+    - literal_form: فهرس المحتويات
+      in_language: ar
+    - literal_form: DaftarIsi
+      in_language: id
+    - literal_form: 目录
+      in_language: zh
+    keywords:
+    - contents
+    - navigation
+    - chapters
+    - hierarchy
     annotations:
       dcterms_mapping: dcterms:tableOfContents
       specificity_score: 0.1
@@ -29,19 +61,50 @@ classes:
         has_label:
         - Table of Contents@en
         - Inhoudsopgave@nl
-        - "Table des mati\xE8res@fr"
+        - "Table des matières@fr"
       description: Standard table of contents type
     broad_mappings:
     - skos:Concept
   SubjectIndex:
     is_a: IndexType
     class_uri: hc:SubjectIndex
-    description: 'Subject index - alphabetical listing of subjects/topics with page
-      references.
-
-      Common in academic works, catalogs, and reference publications.
-
-      '
+    description: >-
+      Alphabetical listing of subjects or topics with corresponding page or section references.
+    alt_descriptions:
+      nl: >-
+        Alfabetische lijst van onderwerpen of thema's met bijbehorende pagina- of sectieverwijzingen.
+      de: >-
+        Alphabetische Auflistung von Themen oder Sachverhalten mit entsprechenden Seiten- oder Abschnittsverweisen.
+      fr: >-
+        Liste alphabétique des sujets ou thèmes avec les références de page ou de section correspondantes.
+      es: >-
+        Listado alfabético de temas o asuntos con las correspondientes referencias de página o sección.
+      ar: >-
+        قائمة أبجدية بالموضوعات أو المواضيع مع مراجع الصفحات أو الأقسام المقابلة.
+      id: >-
+        Daftar alfabetis subjek atau topik dengan referensi halaman atau bagian yang sesuai.
+      zh: >-
+        按字母顺序排列的主题或话题列表，附有相应的页面或章节引用。
+    structured_aliases:
+    - literal_form: Zakenregister
+      in_language: nl
+    - literal_form: Sachregister
+      in_language: de
+    - literal_form: IndexDesSujets
+      in_language: fr
+    - literal_form: ÍndiceDeMaterias
+      in_language: es
+    - literal_form: فهرس الموضوعات
+      in_language: ar
+    - literal_form: IndeksSubjek
+      in_language: id
+    - literal_form: 主题索引
+      in_language: zh
+    keywords:
+    - subject
+    - topic
+    - thematic
+    - alphabetical
     examples:
     - value:
         identified_by: hc:index-type/subject-index
@@ -54,11 +117,43 @@ classes:
   NameIndex:
     is_a: IndexType
     class_uri: hc:NameIndex
-    description: 'Name index - alphabetical listing of persons, artists, authors mentioned.
-
-      Common in exhibition catalogs, biographies, and art history publications.
-
-      '
+    description: >-
+      Alphabetical listing of persons, artists, or authors mentioned within a work.
+    alt_descriptions:
+      nl: >-
+        Alfabetische lijst van personen, kunstenaars of auteurs die in een werk worden genoemd.
+      de: >-
+        Alphabetische Auflistung von Personen, Künstlern oder Autoren, die in einem Werk erwähnt werden.
+      fr: >-
+        Liste alphabétique des personnes, artistes ou auteurs mentionnés dans une œuvre.
+      es: >-
+        Listado alfabético de personas, artistas o autores mencionados en una obra.
+      ar: >-
+        قائمة أبجدية بالأشخاص أو الفنانين أو المؤلفين المذكورين في العمل.
+      id: >-
+        Daftar alfabetis orang, seniman, atau penulis yang disebutkan dalam sebuah karya.
+      zh: >-
+        作品中提到的人物、艺术家或作者的按字母顺序列表。
+    structured_aliases:
+    - literal_form: Namenregister
+      in_language: nl
+    - literal_form: Namensregister
+      in_language: de
+    - literal_form: IndexDesNoms
+      in_language: fr
+    - literal_form: ÍndiceDeNombres
+      in_language: es
+    - literal_form: فهرس الأسماء
+      in_language: ar
+    - literal_form: IndeksNama
+      in_language: id
+    - literal_form: 人名索引
+      in_language: zh
+    keywords:
+    - name
+    - person
+    - artist
+    - author
     examples:
     - value:
         identified_by: hc:index-type/name-index
@@ -72,11 +167,43 @@ classes:
   ChronologicalIndex:
     is_a: IndexType
     class_uri: hc:ChronologicalIndex
-    description: 'Chronological index - entries ordered by date/time period.
-
-      Useful for historical collections and archival materials.
-
-      '
+    description: >-
+      Sequential listing of entries ordered by date or historical time period.
+    alt_descriptions:
+      nl: >-
+        Sequentiële lijst van vermeldingen geordend op datum of historische tijdsperiode.
+      de: >-
+        Sequentielle Auflistung von Einträgen, geordnet nach Datum oder historischem Zeitraum.
+      fr: >-
+        Liste séquentielle d'entrées ordonnées par date ou période historique.
+      es: >-
+        Listado secuencial de entradas ordenadas por fecha o período histórico.
+      ar: >-
+        قائمة متسلسلة من الإدخالات مرتبة حسب التاريخ أو الفترة الزمنية التاريخية.
+      id: >-
+        Daftar berurutan entri yang diurutkan berdasarkan tanggal atau periode waktu historis.
+      zh: >-
+        按日期或历史时期排序的条目顺序列表。
+    structured_aliases:
+    - literal_form: ChronologischOverzicht
+      in_language: nl
+    - literal_form: ChronologischesVerzeichnis
+      in_language: de
+    - literal_form: IndexChronologique
+      in_language: fr
+    - literal_form: ÍndiceCronológico
+      in_language: es
+    - literal_form: فهرس زمني
+      in_language: ar
+    - literal_form: IndeksKronologis
+      in_language: id
+    - literal_form: 年代索引
+      in_language: zh
+    keywords:
+    - chronological
+    - date
+    - timeline
+    - historical
     examples:
     - value:
         identified_by: hc:index-type/chronological-index
@@ -90,11 +217,43 @@ classes:
   TopicalIndex:
     is_a: IndexType
     class_uri: hc:TopicalIndex
-    description: 'Topical/thematic index - entries grouped by theme or topic.
-
-      Alternative to alphabetical subject index.
-
-      '
+    description: >-
+      Thematic grouping of entries organized by topic rather than alphabetical sequence.
+    alt_descriptions:
+      nl: >-
+        Thematische groepering van vermeldingen georganiseerd op onderwerp in plaats van alfabetische volgorde.
+      de: >-
+        Thematische Gruppierung von Einträgen, organisiert nach Thema statt alphabetischer Reihenfolge.
+      fr: >-
+        Regroupement thématique d'entrées organisées par sujet plutôt que par séquence alphabétique.
+      es: >-
+        Agrupación temática de entradas organizadas por tema en lugar de secuencia alfabética.
+      ar: >-
+        تجميع موضوعي للإدخالات منظمة حسب الموضوع بدلاً من التسلسل الأبجدي.
+      id: >-
+        Pengelompokan tematik entri yang diatur berdasarkan topik bukan urutan alfabetis.
+      zh: >-
+        按主题而非字母顺序组织的条目主题分组。
+    structured_aliases:
+    - literal_form: ThematischRegister
+      in_language: nl
+    - literal_form: ThematischesRegister
+      in_language: de
+    - literal_form: GuideThématique
+      in_language: fr
+    - literal_form: GuíaTemática
+      in_language: es
+    - literal_form: دليل موضوعي
+      in_language: ar
+    - literal_form: PanduanTematik
+      in_language: id
+    - literal_form: 主题指南
+      in_language: zh
+    keywords:
+    - topical
+    - thematic
+    - topic
+    - theme
     examples:
     - value:
         identified_by: hc:index-type/topical-index
@@ -107,11 +266,43 @@ classes:
   Glossary:
     is_a: IndexType
     class_uri: hc:Glossary
-    description: 'Glossary - alphabetical list of terms with definitions.
-
-      Common in technical publications and specialized catalogs.
-
-      '
+    description: >-
+      Alphabetical list of specialized terms with definitions used within a work.
+    alt_descriptions:
+      nl: >-
+        Alfabetische lijst van gespecialiseerde termen met definities die in een werk worden gebruikt.
+      de: >-
+        Alphabetische Liste spezialisierter Begriffe mit Definitionen, die in einem Werk verwendet werden.
+      fr: >-
+        Liste alphabétique de termes spécialisés avec leurs définitions utilisés dans une œuvre.
+      es: >-
+        Lista alfabética de términos especializados con definiciones utilizados en una obra.
+      ar: >-
+        قائمة أبجدية للمصطلحات المتخصصة مع تعريفات مستخدمة في العمل.
+      id: >-
+        Daftar alfabetis istilah khusus dengan definisi yang digunakan dalam sebuah karya.
+      zh: >-
+        作品中使用的专业术语及其定义的按字母顺序列表。
+    structured_aliases:
+    - literal_form: VerklarendeWoordenlijst
+      in_language: nl
+    - literal_form: Glossar
+      in_language: de
+    - literal_form: Glossaire
+      in_language: fr
+    - literal_form: Glosario
+      in_language: es
+    - literal_form: قاموس مصطلحات
+      in_language: ar
+    - literal_form: Glosarium
+      in_language: id
+    - literal_form: 词汇表
+      in_language: zh
+    keywords:
+    - glossary
+    - terms
+    - definitions
+    - vocabulary
     examples:
     - value:
         identified_by: hc:index-type/glossary
@@ -124,11 +315,43 @@ classes:
   PlateIndex:
     is_a: IndexType
     class_uri: hc:PlateIndex
-    description: 'Plate/illustration index - listing of images, plates, or figures.
-
-      Common in art catalogs and illustrated publications.
-
-      '
+    description: >-
+      Catalog of images, plates, or figures referenced within illustrated publications.
+    alt_descriptions:
+      nl: >-
+        Catalogus van afbeeldingen, platen of figuren waarnaar wordt verwezen in geïllustreerde publicaties.
+      de: >-
+        Katalog von Bildern, Tafeln oder Abbildungen, auf die in illustrierten Publikationen verwiesen wird.
+      fr: >-
+        Catalogue d'images, planches ou figures référencées dans les publications illustrées.
+      es: >-
+        Catálogo de imágenes, láminas o figuras referenciadas en publicaciones ilustradas.
+      ar: >-
+        فهرس الصور أو اللوحات أو الأشكال المشار إليها في المنشورات المصورة.
+      id: >-
+        Katalog gambar, pelat, atau gambar yang dirujuk dalam publikasi bergambar.
+      zh: >-
+        插图出版物中引用的图像、图版或图表目录。
+    structured_aliases:
+    - literal_form: Platenlijst
+      in_language: nl
+    - literal_form: Tafelverzeichnis
+      in_language: de
+    - literal_form: ListeDesPlanches
+      in_language: fr
+    - literal_form: ListaDeLáminas
+      in_language: es
+    - literal_form: قائمة اللوحات
+      in_language: ar
+    - literal_form: DaftarPelat
+      in_language: id
+    - literal_form: 图版索引
+      in_language: zh
+    keywords:
+    - plate
+    - illustration
+    - figure
+    - image
     examples:
     - value:
         identified_by: hc:index-type/plate-index
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/InstitutionalArchive.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/InstitutionalArchive.yaml
index 9813664966..fc7584f77a 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/InstitutionalArchive.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/InstitutionalArchive.yaml
@@ -36,45 +36,159 @@ classes:
       zh: >-
         保存上级组织在行政运作过程中生成或积累的记录的存储库。
     structured_aliases:
-      nl:
-        - institutioneel archief
-        - organisatiearchief
-      de:
-        - Institutionelles Archiv
-        - Organisationsarchiv
-      fr:
-        - archives institutionnelles
-        - archives d'organisation
-      es:
-        - archivo institucional
-        - archivo organizacional
-      ar:
-        - الأرشيف المؤسسي
-        - أرشيف المنظمة
-      id:
-        - arsip institusional
-        - arsip organisasi
-      zh:
-        - 机构档案馆
-        - 组织档案
-    keywords:
-      - institutional archive
-      - organizational records
-      - administrative archives
-      - corporate archive
-    broad_mappings:
-      - schema:ArchiveOrganization
-      - wd:Q166118
-    close_mappings:
-      - wd:Q124762372
-      - rico:CorporateBody
-    slots:
-      - identified_by
-      - has_type
-      - hold_record_set
-      - has_score
-    annotations:
-      archival_function: institutional records
-      specificity_score: 0.6
-      specificity_rationale: Archive organization type defined by parent-institution records stewardship.
-      custodian_types: '["*"]'
+
+      - literal_form: institutioneel archief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: organisatiearchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Institutionelles Archiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Organisationsarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: archives institutionnelles
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archives d'organisation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archivo institucional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: archivo organizacional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الأرشيف المؤسسي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: أرشيف المنظمة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: arsip institusional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: arsip organisasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 机构档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 组织档案
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: institutional archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: organizational records
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: administrative archives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: corporate archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:ArchiveOrganization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q166118
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q124762372
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:CorporateBody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hold_record_set
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/InstitutionalFunction.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/InstitutionalFunction.yaml
index d47e7a9129..aa11cf1aa1 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/InstitutionalFunction.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/InstitutionalFunction.yaml
@@ -32,39 +32,135 @@ classes:
       zh: >-
         分配给组织或由组织以其运作能力执行的正式角色、职责或授权。
     structured_aliases:
-      nl:
-        - institutionele functie
-        - organisatierol
-      de:
-        - institutionelle Funktion
-        - Organisationsrolle
-      fr:
-        - fonction institutionnelle
-        - rôle organisationnel
-      es:
-        - función institucional
-        - rol organizacional
-      ar:
-        - الوظيفة المؤسسية
-        - الدور التنظيمي
-      id:
-        - fungsi kelembagaan
-        - peran organisasi
-      zh:
-        - 机构职能
-        - 组织角色
-    keywords:
-      - institutional function
-      - organizational role
-      - mandate
-      - responsibility
-    broad_mappings:
-      - rico:Function
-    slots:
-      - has_label
-      - has_description
-      - has_type
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: Functional role class for institutional mandate modeling.
-      custodian_types: '["*"]'
+
+      - literal_form: institutionele functie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: organisatierol
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: institutionelle Funktion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Organisationsrolle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: fonction institutionnelle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: rôle organisationnel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: función institucional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: rol organizacional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الوظيفة المؤسسية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الدور التنظيمي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: fungsi kelembagaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: peran organisasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 机构职能
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 组织角色
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: institutional function
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: organizational role
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: mandate
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: responsibility
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:Function
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageEvent.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageEvent.yaml
index 6e96c1866c..81ccd5b635 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageEvent.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageEvent.yaml
@@ -47,71 +47,237 @@ classes:
       zh: >-
         活态遗产传统、庆典或习俗实践的具体发生或实施。
     structured_aliases:
-      nl:
-        - immaterieel erfgoedevenement
-        - levende traditie-gebeurtenis
-      de:
-        - Immaterielles Erbe-Veranstaltung
-        - lebendige Tradition
-      fr:
-        - événement patrimoine immatériel
-        - occasion tradition vivante
-      es:
-        - evento patrimonio inmaterial
-        - ocasión tradición viva
-      ar:
-        - حدث التراث غير المادي
-        - مناسبة التراث الحي
-      id:
-        - peristiwa warisan takbenda
-        - kesempatan tradisi hidup
-      zh:
-        - 非物质遗产事件
-        - 活态传统场合
-    keywords:
-      - intangible heritage event
-      - living tradition
-      - cultural celebration
-      - customary practice
-      - heritage enactment
-    broad_mappings:
-      - schema:Event
-    close_mappings:
-      - crm:E7_Activity
-      - crm:E5_Event
-      - schema:Festival
-    slots:
-      - identified_by
-      - has_label
-      - has_description
-      - instance_of
-      - organized_by
-      - located_in
-      - temporal_extent
-      - has_edition
-      - has_status
-      - cancelled_by
-      - has_participant
-      - has_url
-      - has_documentation
-      - has_type
-      - has_score
-    slot_usage:
-      has_label:
-        required: true
-      instance_of:
-        range: IntangibleHeritageForm
-        required: true
-      temporal_extent:
-        range: TimeSpan
-        inlined: true
-      has_status:
-        range: EventStatusEnum
-    notes:
-      - |
-        Models a concrete occurrence of a living-heritage tradition, not the
-        tradition type itself (e.g., "Pride Amsterdam 2024" vs. "Pride Amsterdam").
-    annotations:
-      specificity_score: 0.55
-      specificity_rationale: Event-level representation for temporal occurrences of living heritage forms.
-      custodian_types: '["*"]'
+
+      - literal_form: immaterieel erfgoedevenement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: levende traditie-gebeurtenis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Immaterielles Erbe-Veranstaltung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: lebendige Tradition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: événement patrimoine immatériel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: occasion tradition vivante
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: evento patrimonio inmaterial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ocasión tradición viva
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حدث التراث غير المادي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: مناسبة التراث الحي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: peristiwa warisan takbenda
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kesempatan tradisi hidup
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 非物质遗产事件
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 活态传统场合
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: intangible heritage event
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: living tradition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: cultural celebration
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: customary practice
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: heritage enactment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Event
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E7_Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E5_Event
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Festival
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: instance_of
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: organized_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: located_in
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_edition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_status
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: cancelled_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_participant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_documentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageForm.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageForm.yaml
index 814a2996c5..3ff1d198e7 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageForm.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageForm.yaml
@@ -49,78 +49,231 @@ classes:
       zh: >-
         在社区内代代相传的公认活态文化习俗、传统或表现形式。
     structured_aliases:
-      nl:
-        - immaterieel erfgoed
-        - levend erfgoed
-      de:
-        - immaterielles Kulturerbe
-        - lebendiges Erbe
-      fr:
-        - patrimoine culturel immatériel
-        - héritage vivant
-      es:
-        - patrimonio cultural inmaterial
-        - herencia viva
-      ar:
-        - التراث الثقافي غير المادي
-        - التراث الحي
-      id:
-        - warisan budaya takbenda
-        - warisan hidup
-      zh:
-        - 非物质文化遗产
-        - 活态遗产
-    keywords:
-      - intangible heritage
-      - living tradition
-      - cultural practice
-      - UNESCO heritage
-      - community tradition
-    broad_mappings:
-      - crm:E28_Conceptual_Object
-    close_mappings:
-      - schema:Intangible
-      - skos:Concept
-    related_mappings:
-      - crm:E55_Type
-    slots:
-      - identified_by
-      - has_label
-      - has_description
-      - has_type
-      - has_scope
-      - has_status
-      - has_url
-      - registered_at
-      - originate_from
-      - related_to
-      - safeguarded_by
-      - threatened_by
-      - temporal_extent
-      - has_score
-    slot_usage:
-      identified_by:
-        identifier: true
-        required: true
-      has_label:
-        required: true
-      has_type:
-        range: UNESCOICHDomainEnum
-        multivalued: true
-      safeguarded_by:
-        range: Custodian
-        multivalued: true
-      temporal_extent:
-        range: TimeSpan
-        inlined: true
-    notes:
-      - |
-        Preserved from prior description (commit 6e634651):
 
-        Preserved from prior description (commit 6e634651):
+      - literal_form: immaterieel erfgoed
 
-        "A recognized intangible cultural heritage practice, tradition, or expression.\n\nModels the heritage form ITSELF, not its specific occurrences (events/performances).\nExamples: Pride Amsterdam, Divali, 1 aprilviering Brielle, Bloemencorso Bollenstreek.\n\n**UNESCO 2003 Convention Definition**:\n\nIntangible cultural heritage includes:\n- Oral traditions and expressions (including language as vehicle of ICH)\n- Performing arts\n- Social practices, rituals, and festive events\n- Knowledge and practices concerning nature and the universe\n- Traditional craftsmanship\n\n**Dutch Context (KIEN)**:\n\nKIEN (Kenniscentrum Immaterieel Erfgoed Nederland) maintains the Dutch National\nInventory of Intangible Cultural Heritage. Heritage forms are registered after\ncommunity nomination and expert review.\n\n**Key Distinctions**:\n\n| Concept | Class | Example |\n|---------|-------|---------|\n| Heritage form (abstract) | IntangibleHeritageForm | \"Pride Amsterdam\" (the tradition) |\n\
-    annotations:
-      specificity_score: 0.6
-      specificity_rationale: Concept-level model for living heritage forms across communities.
-      custodian_types: '["*"]'
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: levend erfgoed
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: immaterielles Kulturerbe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: lebendiges Erbe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: patrimoine culturel immatériel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: héritage vivant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: patrimonio cultural inmaterial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: herencia viva
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: التراث الثقافي غير المادي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: التراث الحي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: warisan budaya takbenda
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: warisan hidup
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 非物质文化遗产
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 活态遗产
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: intangible heritage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: living tradition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: cultural practice
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: UNESCO heritage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: community tradition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E28_Conceptual_Object
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Intangible
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E55_Type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_scope
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_status
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: registered_at
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: originate_from
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: related_to
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: safeguarded_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: threatened_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageGroupType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageGroupType.yaml
index 07b18888cf..fbcbdc6098 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageGroupType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritageGroupType.yaml
@@ -41,60 +41,189 @@ classes:
       zh: >-
         用于保护和传承非物质文化表现形式、口头传统和表演实践的机构的组织分类。
     structured_aliases:
-      nl:
-        - immaterieel erfgoedgroep
-        - levende erfgoedorganisatie
-      de:
-        - Immaterielles Erbe Gruppe
-        - lebendiges Erbe Organisation
-      fr:
-        - groupe patrimoine immatériel
-        - organisation patrimoine vivant
-      es:
-        - grupo patrimonio inmaterial
-        - organización patrimonio vivo
-      ar:
-        - مجموعة التراث غير المادي
-        - منظمة التراث الحي
-      id:
-        - kelompok warisan takbenda
-        - organisasi warisan hidup
-      zh:
-        - 非物质遗产群体
-        - 活态遗产组织
-    keywords:
-      - intangible heritage
-      - living heritage
-      - cultural practices
-      - oral traditions
-      - performing arts
-    broad_mappings:
-      - skos:Concept
-    close_mappings:
-      - crm:E74_Group
-      - schema:Organization
-    slots:
-      - has_type
-      - categorized_as
-      - has_objective
-      - transmit_through
-      - has_hyponym
-      - has_repertoire
-      - has_member
-      - has_score
-    slot_usage:
-      categorized_as:
-        range: IntangibleHeritageTypeEnum
-        multivalued: true
-    notes:
-      - |
-        Preserved from prior description (commit 6e634651):
 
-        Preserved from prior description (commit 6e634651):
+      - literal_form: immaterieel erfgoedgroep
 
-        "Specialized custodian type for organizations preserving intangible cultural heritage\n(oral traditions, performing arts, social practices, rituals, traditional craftsmanship).\n\n1. **Structural Layer** (W3C Standards):\n   - skos:Concept - Thesaurus classification\n   - Classification within CustodianType hierarchy\n\n2. **Domain Layer** (Heritage Ontologies):\n   - crm:E74_Group - CIDOC-CRM social group (practitioners community)\n   - crm:E28_Conceptual_Object - Intangible cultural practices\n   - schema:PerformingGroup - For performing arts organizations\n\n3. **Web Layer** (Schema.org):\n   - schema:Organization - Generic organization type\n   - schema:PerformingArtsTheater - For performance venues\n   - schema:CreativeWork - For cultural productions\n\n**UNESCO Intangible Cultural Heritage Domains**:\n\nPer UNESCO 2003 Convention, ICH manifests in five domains:\n\n1. **Oral Traditions and Expressions** (language as vehicle of ICH):\n   - Storytelling traditions\n \
-    annotations:
-      skos:prefLabel: Intangible Heritage Group
-      specificity_score: 0.55
-      specificity_rationale: Custodian taxonomy concept centered on community-held living heritage practice.
-      custodian_types: '["*"]'
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: levende erfgoedorganisatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Immaterielles Erbe Gruppe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: lebendiges Erbe Organisation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: groupe patrimoine immatériel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: organisation patrimoine vivant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: grupo patrimonio inmaterial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: organización patrimonio vivo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجموعة التراث غير المادي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: منظمة التراث الحي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: kelompok warisan takbenda
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: organisasi warisan hidup
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 非物质遗产群体
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 活态遗产组织
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: intangible heritage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: living heritage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: cultural practices
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: oral traditions
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: performing arts
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E74_Group
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: categorized_as
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_objective
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: transmit_through
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_hyponym
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_repertoire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_member
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritagePerformance.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritagePerformance.yaml
index ba6816903a..977f654825 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritagePerformance.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/IntangibleHeritagePerformance.yaml
@@ -47,83 +47,255 @@ classes:
       zh: >-
         在特定时空背景下对活态文化传统、实践或表演艺术的个别演出或演示。
     structured_aliases:
-      nl:
-      - immaterieel erfgoed optreden
-      - uitvoering
-      de:
-      - Aufführung des immateriellen Erbes
-      - Darbietung
-      fr:
-      - représentation du patrimoine immatériel
-      - prestation
-      es:
-      - representación del patrimonio inmaterial
-      - actuación
-      ar:
-      - عرض التراث غير المادي
-      - أداء
-      id:
-      - pertunjukan warisan takbenda
-      - penampilan
-      zh:
-      - 非物质文化遗产表演
-      - 演出
-    keywords:
-    - intangible heritage
-    - performance
-    - living tradition
-    - enactment
-    - demonstration
-    - performing arts
-    broad_mappings:
-    - schema:PerformanceRole
-    close_mappings:
-    - crm:E7_Activity
-    - schema:MusicEvent
-    - schema:DanceEvent
-    slots:
-    - identified_by
-    - has_label
-    - has_description
-    - has_genre
-    - part_of
-    - performed_by
-    - has_location
-    - temporal_extent
-    - has_time_interval
-    - recorded
-    - recording_url
-    - has_repertoire
-    - serve
-    - has_note
-    - has_type
-    - has_score
-    slot_usage:
-      identified_by:
-        identifier: true
-        required: true
-      has_label:
-        required: true
-      has_genre:
-        range: IntangibleHeritageForm
-        required: true
-      part_of:
-        range: IntangibleHeritageEvent
-      performed_by:
-        range: Custodian
-        multivalued: true
-      temporal_extent:
-        range: datetime
-    notes:
-    - |
-      Preserved from prior description (commit 6e634651):
 
-      Preserved from prior description (commit 6e634651):
+      - literal_form: immaterieel erfgoed optreden
 
-      "A specific performance or demonstration of a performing arts intangible cultural heritage tradition.\nModels individual performances within the PERFORMING_ARTS UNESCO domain.\n**Key Distinction from IntangibleHeritageEvent**:\n| Concept | Class | Example | |---------|-------|---------| | Heritage tradition | IntangibleHeritageForm | \"Gamelan music\" | | Festival occurrence | IntangibleHeritageEvent | \"Indonesian Festival 2024\" | | **Specific performance** | **IntangibleHeritagePerformance** | **\"Gamelan concert at Festival\"** |\n**When to Use IntangibleHeritagePerformance**:\nUse for specific instances of: - Traditional music performances (gamelan, folk songs, ritual music) - Traditional dance performances (folk dance, ceremonial dance) - Traditional theater (puppet shows, ritual drama) - Oral tradition performances (storytelling, epic recitation) - Craft demonstrations (live weaving, pottery making)\n- **Schema.org**: schema:PerformanceRole (primary) - **CIDOC-CRM**:\
-    annotations:
-      specificity_score: 0.55
-      specificity_rationale: Performance-level model for documenting concrete executions of living traditions.
-      custodian_types: '["*"]'
-    comments:
-    - 'Preserved from prior description: Specific performance instance of an intangible heritage practice.'
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: uitvoering
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Aufführung des immateriellen Erbes
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Darbietung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: représentation du patrimoine immatériel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: prestation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: representación del patrimonio inmaterial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: actuación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: عرض التراث غير المادي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: أداء
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pertunjukan warisan takbenda
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: penampilan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 非物质文化遗产表演
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 演出
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: intangible heritage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: performance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: living tradition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: enactment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: demonstration
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: performing arts
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:PerformanceRole
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E7_Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:MusicEvent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:DanceEvent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_genre
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: part_of
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: performed_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_location
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_time_interval
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: recorded
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: recording_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_repertoire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: serve
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_note
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Specific performance instance of an intangible heritage practice.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/InvalidWebClaim.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/InvalidWebClaim.yaml
index 3c70ae9774..8668a88012 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/InvalidWebClaim.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/InvalidWebClaim.yaml
@@ -35,45 +35,159 @@ classes:
       zh: >-
         未能通过验证检查的网页派生断言，保留用于质量保证审计。
     structured_aliases:
-      nl:
-        - ongeldige webclaim
-        - mislukte bewering
-      de:
-        - ungültiger Web-Claim
-        - fehlgeschlagene Behauptung
-      fr:
-        - claim web invalide
-        - assertion échouée
-      es:
-        - claim web inválido
-        - afirmación fallida
-      ar:
-        - ادعاء ويب غير صالح
-        - تأكيد فاشل
-      id:
-        - klaim web tidak valid
-        - pernyataan gagal
-      zh:
-        - 无效网页声明
-        - 失败断言
-    keywords:
-      - invalid claim
-      - validation failure
-      - web claim
-      - quality audit
-      - data quality
-    broad_mappings:
-      - rdf:Statement
-    close_mappings:
-      - dqv:QualityAnnotation
-    related_mappings:
-      - prov:Entity
-    slots:
-      - has_type
-      - has_url
-      - retrieved_at
-      - has_provenance
-    annotations:
-      specificity_score: 0.4
-      specificity_rationale: Validation-failure trace class for extraction quality governance.
-      custodian_types: '["*"]'
+
+      - literal_form: ongeldige webclaim
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: mislukte bewering
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ungültiger Web-Claim
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: fehlgeschlagene Behauptung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: claim web invalide
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: assertion échouée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: claim web inválido
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: afirmación fallida
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ادعاء ويب غير صالح
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تأكيد فاشل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: klaim web tidak valid
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: pernyataan gagal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 无效网页声明
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 失败断言
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: invalid claim
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: validation failure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: web claim
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: quality audit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: data quality
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rdf:Statement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dqv:QualityAnnotation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: retrieved_at
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_provenance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/InvestmentArea.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/InvestmentArea.yaml
index a633016b39..b85a20ae47 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/InvestmentArea.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/InvestmentArea.yaml
@@ -32,63 +32,147 @@ classes:
       zh: >-
         组织内战略资金优先次序和预算分配目的地的分类方案。
     structured_aliases:
-      nl:
-      - investeringsgebied
-      - financieringsprioriteit
-      de:
-      - Investitionsbereich
-      - Fördergebiet
-      fr:
-      - domaine d'investissement
-      - priorité de financement
-      es:
-      - área de inversión
-      - prioridad de financiamiento
-      ar:
-      - مجال الاستثمار
-      - أولوية التمويل
-      id:
-      - area investasi
-      - prioritas pendanaan
-      zh:
-      - 投资领域
-      - 资金优先
-    keywords:
-    - investment
-    - funding
-    - budget allocation
-    - strategic priority
-    - expenditure
-    broad_mappings:
-    - skos:Concept
-    slots:
-    - identified_by
-    - has_label
-    - has_description
-    annotations:
-      specificity_score: 0.55
-      specificity_rationale: Controlled categorization for budgetary and strategic investment dimensions.
-      custodian_types: '["*"]'
-    comments:
-    - 'Preserved from prior description: Controlled category representing where institutional investment is directed.'
-  PreservationInvestment:
-    is_a: InvestmentArea
-    description: Investment in conservation and preservation work.
-  DigitizationInvestment:
-    is_a: InvestmentArea
-    description: Investment in digitization and digital access production.
-  AcquisitionInvestment:
-    is_a: InvestmentArea
-    description: Investment in collection growth through acquisitions.
-  InfrastructureInvestment:
-    is_a: InvestmentArea
-    description: Investment in buildings, facilities, and physical systems.
-  TechnologyInvestment:
-    is_a: InvestmentArea
-    description: Investment in technology platforms and technical capabilities.
-  StaffingInvestment:
-    is_a: InvestmentArea
-    description: Investment in personnel capacity and workforce development.
-  OutreachInvestment:
-    is_a: InvestmentArea
-    description: Investment in audience engagement and public programs.
+
+      - literal_form: investeringsgebied
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: financieringsprioriteit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Investitionsbereich
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Fördergebiet
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: domaine d'investissement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: priorité de financement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: área de inversión
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: prioridad de financiamiento
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مجال الاستثمار
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: أولوية التمويل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: area investasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: prioritas pendanaan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 投资领域
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 资金优先
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: investment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: funding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: budget allocation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: strategic priority
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: expenditure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Controlled category representing where institutional investment is directed.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/JointArchivesRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/JointArchivesRecordSetType.yaml
index 05968bd919..529dbd13fb 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/JointArchivesRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/JointArchivesRecordSetType.yaml
@@ -39,9 +39,25 @@ classes:
         kolaboratif atau multi-institusional.
       zh: >-
         在协作或多机构档案保管安排下维护的聚合的分类法节点。
+    structured_aliases:
+    - {literal_form: gezamenlijk-archief-recordsettype, in_language: nl}
+    - {literal_form: Gemeinschaftsarchiv-Bestandstyp, in_language: de}
+    - {literal_form: type de fonds d'archives conjointes, in_language: fr}
+    - {literal_form: tipo de conjunto documental de archivos conjuntos, in_language: es}
+    - {literal_form: نوع مجموعة سجلات الأرشيف المشترك, in_language: ar}
+    - {literal_form: jenis set catatan arsip bersama, in_language: id}
+    - {literal_form: 联合档案记录集类型, in_language: zh}
+    keywords:
+    - collaborative stewardship
+    - multi-institutional
+    - shared custody
+    - joint management
+    - cooperative archives
     slots:
       - has_type
       - has_score
       - has_scope
     broad_mappings:
       - rico:RecordSetType
+      - skos:Concept
+      - crm:E55_Type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/KeyPeriod.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/KeyPeriod.yaml
index bcdc71a007..87504ca8ee 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/KeyPeriod.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/KeyPeriod.yaml
@@ -31,35 +31,135 @@ classes:
       zh: >-
         具有历史意义的时间间隔，用于框架组织转型、治理变更或保管阶段。
     structured_aliases:
-      nl:
-        - sleutelperiode
-        - belangrijk tijdvak
-      de:
-        - Schlüsselperiode
-        - entscheidender Zeitabschnitt
-      fr:
-        - période clé
-        - intervalle significatif
-      es:
-        - período clave
-        - intervalo significativo
-      ar:
-        - الفترة الرئيسية
-        - الفاصل الزمني المهم
-      id:
-        - periode kunci
-        - interval penting
-      zh:
-        - 关键时期
-        - 重要时段
-    keywords:
-      - key period
-      - historical interval
-      - transformation phase
-      - governance period
-      - stewardship era
-    slots:
-      - temporal_extent
-      - has_description
-    broad_mappings:
-      - crm:E4_Period
+
+      - literal_form: sleutelperiode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: belangrijk tijdvak
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Schlüsselperiode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: entscheidender Zeitabschnitt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: période clé
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: intervalle significatif
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: período clave
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: intervalo significativo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الفترة الرئيسية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الفاصل الزمني المهم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: periode kunci
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: interval penting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 关键时期
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 重要时段
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: key period
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: historical interval
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: transformation phase
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: governance period
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: stewardship era
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E4_Period
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LGBTArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LGBTArchiveRecordSetTypes.yaml
index 9e090298cb..83fff6a566 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LGBTArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LGBTArchiveRecordSetTypes.yaml
@@ -44,6 +44,11 @@ classes:
     - crm:E55_Type
     related_mappings:
     - rico-rst:Fonds
+    keywords:
+    - LGBTQIA+ organization
+    - community archives
+    - queer fonds
+    - organizational records
     slots:
     - has_type
     - has_note
@@ -81,6 +86,11 @@ classes:
     - crm:E55_Type
     related_mappings:
     - rico-rst:Collection
+    keywords:
+    - activist papers
+    - personal archives
+    - advocacy materials
+    - correspondence collection
     slots:
     - has_type
     - has_note
@@ -118,6 +128,11 @@ classes:
     - crm:E55_Type
     related_mappings:
     - rico-rst:Collection
+    keywords:
+    - pride events
+    - LGBTQIA+ commemoration
+    - public demonstrations
+    - celebration archives
     slots:
     - has_type
     - has_note
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LabelTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LabelTypes.yaml
index d7fc9b02e9..8f5e871663 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LabelTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LabelTypes.yaml
@@ -13,60 +13,812 @@ classes:
   ShortName:
     is_a: LabelType
     class_uri: hc:ShortName
-    description: Label type for abbreviated short forms.
-    broad_mappings:
-      - skos:Concept
-  DepartmentCode:
-    is_a: LabelType
-    class_uri: hc:DepartmentCode
-    description: Label type for organizational department codes.
-    broad_mappings:
-      - skos:Concept
-  DepartmentName:
-    is_a: LabelType
-    class_uri: hc:DepartmentName
-    description: Label type for department display names.
-    broad_mappings:
-      - skos:Concept
-  OfficialLabel:
-    is_a: LabelType
-    class_uri: hc:OfficialLabel
-    description: Label type for legal or formally registered names.
-    broad_mappings:
-      - skos:Concept
-  LabelAbbreviation:
-    is_a: LabelType
-    class_uri: hc:LabelAbbreviation
-    description: Label type for abbreviations and acronyms.
-    broad_mappings:
-      - skos:Concept
-  InternalCode:
-    is_a: LabelType
-    class_uri: hc:InternalCode
-    description: Label type for internal reference codes.
-    broad_mappings:
-      - skos:Concept
-  DisplayName:
-    is_a: LabelType
-    class_uri: hc:DisplayName
-    description: Label type for public-facing display names.
-    broad_mappings:
-      - skos:Concept
-  EmicLabel:
-    is_a: LabelType
-    class_uri: hc:EmicLabel
-    description: Label type for insider or community-self-designated names.
-    broad_mappings:
-      - skos:Concept
-  AlternativeName:
-    is_a: LabelType
-    class_uri: hc:AlternativeName
-    description: Label type for alternate names and aliases.
-    broad_mappings:
-      - skos:Concept
-  ObservedName:
-    is_a: LabelType
-    class_uri: hc:ObservedName
-    description: Label type for names captured as observed in source evidence.
-    broad_mappings:
-      - skos:Concept
+    description: >-
+      Label category designating abbreviated or compact forms used for brevity in references.
+    alt_descriptions:
+      nl: Labelcategorie voor afgekorte of compacte vormen die worden gebruikt voor beknopte verwijzingen.
+      de: Labelkategorie für abgekürzte oder kompakte Formen, die für kurze Referenzen verwendet werden.
+      fr: Catégorie d'étiquette désignant des formes abrégées ou compactes utilisées pour la concision.
+      es: Categoría de etiqueta que designa formas abreviadas o compactas para referencias breves.
+      ar: فئة تسمية تحدد أشكالاً مختصرة أو مضغوطة للاستخدام في الإشارات الموجزة.
+      id: Kategori label yang menunjukkan bentuk yang disingkat atau ringkas untuk referensi singkat.
+      zh: 标签类别，指定用于简短引用的缩写或紧凑形式。
+    structured_aliases:
+
+      - literal_form: KorteNaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kurzname
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomCourt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreCorto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم مختصر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaPendek
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 简称
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Labelcategorie voor alfanumerieke identificaties voor organisatorische subeenheden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Labelkategorie für alphanumerische Kennzeichner für organisationale Untereinheiten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catégorie d'étiquette désignant des identifiants alphanumériques pour les sous-unités organisationnelles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Categoría de etiqueta que designa identificadores alfanuméricos para subunidades organizativas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فئة تسمية تحدد معرفات أبجدية رقمية للوحدات الفرعية التنظيمية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kategori label yang menunjukkan pengidentifikasi alfanumerik untuk sub-unit organisasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标签类别，指定组织子单元的字母数字标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Afdelingscode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Abteilungscode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: CodeDépartement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: CódigoDepartamento
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رمز القسم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KodeDepartemen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 部门代码
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Labelcategorie voor weergavenamen voor organisatorische subeenheden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Labelkategorie für Anzeigenamen für organisationale Untereinheiten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catégorie d'étiquette désignant des noms d'affichage pour les sous-unités organisationnelles.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Categoría de etiqueta que designa nombres para mostrar para subunidades organizativas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فئة تسمية تحدد أسماء العرض للوحدات الفرعية التنظيمية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kategori label yang menunjukkan nama tampilan untuk sub-unit organisasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标签类别，指定组织子单元的显示名称。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Afdelingsnaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Abteilungsname
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomDépartement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreDepartamento
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم القسم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaDepartemen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 部门名称
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Labelcategorie voor formeel geregistreerde of wettelijk erkende aanduidingen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Labelkategorie für formell eingetragene oder rechtlich anerkannte Bezeichnungen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catégorie d'étiquette désignant des dénominations formellement enregistrées ou légalement reconnues.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Categoría de etiqueta que designa denominaciones formalmente registradas o legalmente reconocidas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فئة تسمية تحدد التسميات المسجلة رسمياً أو المعترف بها قانونياً.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kategori label yang menunjukkan sebutan yang terda secara resmi atau diakui secara hukum.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标签类别，指定正式注册或法律认可的名称。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OfficieelLabel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: OffiziellesLabel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ÉtiquetteOfficielle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: EtiquetaOficial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تسمية رسمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LabelResmi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 官方标签
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Labelcategorie voor verkorte vormen en acroniemen voor compacte verwijzing.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Labelkategorie für verkürzte Formen und Akronyme für kompakte Referenz.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catégorie d'étiquette désignant des formes raccourcies et des acronymes pour référence compacte.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Categoría de etiqueta que designa formas abreviadas y acrónimos para referencia compacta.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فئة تسمية تحدد الأشكال المختصرة والاختصارات للإشارة المختصرة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kategori label yang menunjukkan bentuk yang dipersingkat dan akronim untuk referensi ringkas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标签类别，指定用于紧凑引用的缩写形式和首字母缩略词。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Labelafkorting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Labelabkürzung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: AbréviationÉtiquette
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: AbreviaturaEtiqueta
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اختصار التسمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SingkatanLabel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标签缩写
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Labelcategorie voor niet-openbare referentie-ID's voor intern gebruik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Labelkategorie für nicht-öffentliche Referenzkennzeichner zur internen Verwendung.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catégorie d'étiquette désignant des identifiants de référence non publics pour usage interne.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Categoría de etiqueta que designa identificadores de referencia no públicos para uso interno.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فئة تسمية تحدد معرفات مرجعية غير عامة للاستخدام الداخلي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kategori label yang menunjukkan pengidentifikasi referensi non-publik untuk penggunaan internal.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标签类别，指定供内部使用的非公开参考标识符。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: InterneCode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: InternerCode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: CodeInterne
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: CódigoInterno
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رمز داخلي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: KodeInternal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 内部代码
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Labelcategorie voor namen die bedoeld zijn voor publieksgerichte presentatiecontexten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Labelkategorie für Namen, die für öffentliche Präsentationskontexte bestimmt sind.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catégorie d'étiquette désignant des noms destinés aux contextes de présentation publique.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Categoría de etiqueta que designa nombres para contextos de presentación面向 el público.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فئة تسمية تحدد أسماء مخصصة لسياقات العرض العامة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kategori label yang menunjukkan nama yang dimaksudkan untuk konteks presentasi menghadap publik.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标签类别，指定用于面向公众展示语境的名称。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Weergavenaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Anzeigename
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomAffichage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreParaMostrar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم العرض
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaTampilan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 显示名称
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Labelcategorie voor zelfaangeduide namen vanuit insider- of gemeenschapsperspectieven.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Labelkategorie für selbstbezeichnete Namen aus Insider- oder Gemeinschaftsperspektiven.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catégorie d'étiquette désignant des noms auto-désignés selon les perspectives internes ou communautaires.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Categoría de etiqueta que designa nombres auto-designados desde perspectivas internas o comunitarias.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فئة تسمية تحدد الأسماء الذاتية من منظور الداخل أو المجتمع.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kategori label yang menunjukkan nama yang ditunjuk sendiri dari perspektif orang dalam atau komunitas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标签类别，指定来自内部或社区视角的自我指定名称。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: EmischLabel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: EmischesLabel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Étiquetteémique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: EtiquetaÉmica
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تسمية ذاتية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LabelEmic
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 内部标签
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Labelcategorie voor aanvullende namen, aliassen of variantvormen naast de primaire aanduiding.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Labelkategorie für zusätzliche Namen, Aliasse oder Variantenformen über die primäre Bezeichnung hinaus.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catégorie d'étiquette désignant des noms supplémentaires, alias ou formes alternatives au-delà de la désignation principale.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Categoría de etiqueta que designa nombres adicionales, alias o formas variantes más allá de la designación primaria.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فئة تسمية تحدد أسماء إضافية أو أسماء مستعارة أو أشكال متغيرة بما يتجاوز التسمية الأساسية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kategori label yang menunjukkan nama tambahan, alias, atau bentuk varian di luar sebutan utama.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标签类别，指定主要名称之外的附加名称、别名或变体形式。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AlternatieveNaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Alternativname
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomAlternatif
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreAlternativo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم بديل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaAlternatif
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 替代名称
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Labelcategorie voor namen die direct uit bronevidentie zijn vastgelegd zonder normalisatie.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Labelkategorie für Namen, die direkt aus Quellenbeweisen ohne Normalisierung erfasst wurden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catégorie d'étiquette désignant des noms capturés directement à partir de preuves sources sans normalisation.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Categoría de etiqueta que designa nombres capturados directamente de evidencia fuente sin normalización.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فئة تسمية تحدد أسماء تم التقاطها مباشرة من أدلة المصدر دون تسوية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kategori label yang menunjukkan nama yang diambil langsung dari bukti sumber tanpa normalisasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 标签类别，指定直接从源证据捕获而未经标准化的名称。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: WaargenomenNaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: BeobachteterName
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomObservé
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreObservado
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم ملاحظ
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaYangDiamati
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 观察到的名称
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Laptop.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Laptop.yaml
index b5025dc1a4..1404f26d82 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Laptop.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Laptop.yaml
@@ -34,43 +34,45 @@ classes:
       zh: >-
         设施政策规范，指示研究空间中便携式计算机使用的许可状态和条件。
     structured_aliases:
-      nl: Laptop
-      de: Laptop
-      fr: Ordinateur portable
-      es: Portátil
-      ar: حاسوب محمول
-      id: Laptop
-      zh: 笔记本电脑
-    broad_mappings:
-      - schema:LocationFeatureSpecification
-    examples:
-      - value: |
-          allow:
-            - permitted_item: Laptop
-              is_permitted: true
-              conditions:
-                - "Silent operation required"
-                - "No external keyboards"
-              valid_from: "2015-01-01"
-    notes:
-      - |
-        Preserved from prior description (commit 6e634651):
 
-        Permission specification for laptop use in reading rooms or study areas.
-        **DEFINITION**:
-        A policy specification indicating whether researchers may use personal
-        laptops when consulting materials in reading rooms.
-        **SCHEMA.ORG ALIGNMENT**:
-        Maps to `schema:LocationFeatureSpecification` as it describes an amenity
-        or feature availability at a location (the reading room).
-        **TYPICAL CONDITIONS**:
-        - Silent operation required
-        - No external keyboards/mice
-        - Power outlets available
-        - WiFi access included/separate
-        **TEMPORAL SEMANTICS**:
-        Laptop policies may change over time:
-        - Pre-2010: Many archives prohibited laptops
-        - 2010s: Most became laptop-friendly
-        - COVID era: Some restrictions due to spacing
-        **EXAMPLE**:
+      - literal_form: Laptop
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Laptop
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Ordinateur portable
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Portátil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حاسوب محمول
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Laptop
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 笔记本电脑
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LightArchivesRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LightArchivesRecordSetType.yaml
index 66150d27a5..f66c3bc30d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LightArchivesRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LightArchivesRecordSetType.yaml
@@ -37,6 +37,14 @@ classes:
     - {literal_form: 开放档案记录集类型, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - open access
+    - light restrictions
+    - minimal barriers
+    - public archives
+    - community archives
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LightArchivesRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LightArchivesRecordSetTypes.yaml
index bb44053135..ae9e255f72 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LightArchivesRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LightArchivesRecordSetTypes.yaml
@@ -52,3 +52,9 @@ classes:
       has_type:
         any_of:
         - equals_string: hc:MinimalProcessingCollection
+    keywords:
+    - minimal processing
+    - minimal description
+    - quick access
+    - light arrangement
+    - on-demand processing
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LiteraryArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LiteraryArchiveRecordSetType.yaml
index 6b254f36ec..b56e2fcf4f 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LiteraryArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LiteraryArchiveRecordSetType.yaml
@@ -35,8 +35,16 @@ classes:
     - {literal_form: نوع مجموعة سجلات أرشيف أدبي, in_language: ar}
     - {literal_form: tipe record set arsip sastra, in_language: id}
     - {literal_form: 文学档案记录集类型, in_language: zh}
+    keywords:
+    - literary archives
+    - author manuscripts
+    - literary collections
+    - writer papers
+    - literary heritage
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LiteraryArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LiteraryArchiveRecordSetTypes.yaml
index a689e8e64e..f63536a18d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LiteraryArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LiteraryArchiveRecordSetTypes.yaml
@@ -38,6 +38,12 @@ classes:
     - {literal_form: مجموعة أوراق مؤلفين, predicate: EXACT_SYNONYM, in_language: ar}
     - {literal_form: koleksi arsip pribadi penulis, predicate: EXACT_SYNONYM, in_language: id}
     - {literal_form: 作者文献合集, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+    - author papers
+    - writer correspondence
+    - literary manuscripts
+    - personal papers
+    - author archives
     broad_mappings:
     - rico:RecordSetType
     - skos:Concept
@@ -75,6 +81,12 @@ classes:
     - {literal_form: مجموعة مخطوطات أدبية, predicate: EXACT_SYNONYM, in_language: ar}
     - {literal_form: koleksi manuskrip sastra, predicate: EXACT_SYNONYM, in_language: id}
     - {literal_form: 文学手稿合集, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+    - literary manuscripts
+    - draft versions
+    - textual development
+    - author drafts
+    - manuscript collection
     broad_mappings:
     - rico:RecordSetType
     - skos:Concept
@@ -112,6 +124,12 @@ classes:
     - {literal_form: سلسلة سجلات دور النشر, predicate: EXACT_SYNONYM, in_language: ar}
     - {literal_form: seri arsip penerbit, predicate: EXACT_SYNONYM, in_language: id}
     - {literal_form: 出版社记录系列, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+    - publisher records
+    - publishing archives
+    - editorial records
+    - production cycles
+    - publishing house
     broad_mappings:
     - rico:RecordSetType
     - skos:Concept
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LoadingDock.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LoadingDock.yaml
index a3df9be06f..dee9e66ec0 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LoadingDock.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LoadingDock.yaml
@@ -30,41 +30,141 @@ classes:
       zh: >-
         通过车辆运输接收和发送物理物品的指定区域。
     structured_aliases:
-      nl:
-      - laadperron
-      - loskaai
-      de:
-      - Laderampe
-      - Verladedock
-      fr:
-      - quai de chargement
-      - zone de chargement
-      es:
-      - muelle de carga
-      - plataforma de carga
-      ar:
-      - رصيف التحميل
-      - منطقة الشحن
-      id:
-      - dermaga muat
-      - area pemuatan
-      zh:
-      - 装卸月台
-      - 货运码头
-    keywords:
-    - logistics
-    - loading bay
-    - freight
-    - delivery
-    - shipping
-    - receiving
-    broad_mappings:
-    - schema:AmenityFeature
-    slots:
-    - has_description
-    annotations:
-      specificity_score: 0.25
-      specificity_rationale: Operational facility feature for transport workflows.
-      custodian_types: '["*"]'
-    comments:
-    - 'Preserved from prior description: Loading and logistics dock facility used for object transfer.'
+
+      - literal_form: laadperron
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: loskaai
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Laderampe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Verladedock
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: quai de chargement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: zone de chargement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: muelle de carga
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: plataforma de carga
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رصيف التحميل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: منطقة الشحن
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: dermaga muat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: area pemuatan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 装卸月台
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 货运码头
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: logistics
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: loading bay
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: freight
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: delivery
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: shipping
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: receiving
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:AmenityFeature
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Loading and logistics dock facility used for object transfer.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Loan.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Loan.yaml
index ebb5bdc3fd..8cd0da16bb 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Loan.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Loan.yaml
@@ -54,82 +54,255 @@ classes:
       zh: >-
         在机构之间临时转移藏品用于展览或研究目的的保管安排。
     structured_aliases:
-      nl:
-        - bruikleen
-        - lening
-      de:
-        - Leihgabe
-        - Ausleihe
-      fr:
-        - prêt
-        - emprunt
-      es:
-        - préstamo
-        - cesión temporal
-      ar:
-        - الإعارة
-        - القرض
-      id:
-        - pinjaman
-        - peminjaman koleksi
-      zh:
-        - 借展
-        - 借用
-    keywords:
-      - loan
-      - borrowing
-      - custody transfer
-      - exhibition loan
-      - collection loan
-    broad_mappings:
-      - crm:E10_Transfer_of_Custody
-    close_mappings:
-      - schema:BorrowAction
-      - schema:LendAction
-      - aat:300055864
-    related_mappings:
-      - crm:E8_Acquisition
-      - schema:TransferAction
-    slots:
-      - temporal_extent
-      - based_on
-      - approved_on
-      - has_insurance
-      - require
-      - has_courier
-      - transported_by
-      - reported_on
-      - has_condition
-      - returned
-      - has_objective
-      - displayed_at
-      - extended
-      - has_note
-      - has_status
-      - has_type
-      - has_score
-    slot_usage:
-      temporal_extent:
-        range: TimeSpan
-        inlined: true
-      approved_on:
-        range: TimeSpan
-        inlined: true
-      has_status:
-        range: LoanStatusEnum
-      displayed_at:
-        range: DisplayLocation
-        multivalued: true
-        inlined: true
-      returned:
-        range: ReturnEvent
-        multivalued: true
-        inlined_as_list: true
-      extended:
-        range: Extension
-        multivalued: true
-        inlined: true
-    annotations:
-      specificity_score: 0.65
-      specificity_rationale: Core transactional class for custody transfer and exhibition lending workflows.
-      custodian_types: '["*"]'
+
+      - literal_form: bruikleen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: lening
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Leihgabe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Ausleihe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: prêt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: emprunt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: préstamo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: cesión temporal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الإعارة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: القرض
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pinjaman
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: peminjaman koleksi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 借展
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 借用
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: loan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: borrowing
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: custody transfer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: exhibition loan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: collection loan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E10_Transfer_of_Custody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:BorrowAction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:LendAction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: aat:300055864
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E8_Acquisition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:TransferAction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: based_on
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: approved_on
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_insurance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: require
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_courier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: transported_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: reported_on
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_condition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: returned
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_objective
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: displayed_at
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: extended
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_note
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_status
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LocalCollection.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LocalCollection.yaml
index e323a06223..aebec824f8 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LocalCollection.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LocalCollection.yaml
@@ -30,38 +30,129 @@ classes:
       zh: >-
         专注于与特定地理地点或社区相关材料的策展集合。
     structured_aliases:
-      nl:
-        - lokale collectie
-        - streekcollectie
-      de:
-        - Lokalsammlung
-        - Regionalsammlung
-      fr:
-        - collection locale
-        - collection régionale
-      es:
-        - colección local
-        - colección regional
-      ar:
-        - المجموعة المحلية
-        - مجموعة إقليمية
-      id:
-        - koleksi lokal
-        - koleksi daerah
-      zh:
-        - 地方收藏
-        - 区域馆藏
-    keywords:
-      - local collection
-      - community archive
-      - regional holdings
-      - geographic focus
-      - locality materials
-    broad_mappings:
-      - schema:Collection
-    slots:
-      - has_name
-    annotations:
-      specificity_score: 0.3
-      specificity_rationale: Collection subtype emphasizing local provenance and scope.
-      custodian_types: '["*"]'
+
+      - literal_form: lokale collectie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: streekcollectie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Lokalsammlung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Regionalsammlung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: collection locale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: collection régionale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: colección local
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: colección regional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المجموعة المحلية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: مجموعة إقليمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: koleksi lokal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: koleksi daerah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 地方收藏
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 区域馆藏
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: local collection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: community archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: regional holdings
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geographic focus
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: locality materials
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Collection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LocalGovernmentArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LocalGovernmentArchiveRecordSetTypes.yaml
index 1b1a59c06f..e9d80c316c 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LocalGovernmentArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LocalGovernmentArchiveRecordSetTypes.yaml
@@ -64,7 +64,7 @@ classes:
       - skos:Concept
       - crm:E55_Type
     related_mappings:
-      - rico-rst:Fonds
+      - rico-rst:Series
     slots:
       - has_type
       - has_score
@@ -75,6 +75,12 @@ classes:
         equals_string: "hc:LocalGovernmentArchive"
       has_note:
         equals_string: "This RecordSetType is typically held by LocalGovernmentArchive custodians. Inverse of rico:isOrWasHolderOf."
+    keywords:
+    - local administration
+    - municipal records
+    - governance
+    - decision-making
+    - civic administration
   PublicWorksSeries:
     is_a: LocalGovernmentArchiveRecordSetType
     class_uri: rico:RecordSetType
@@ -133,6 +139,12 @@ classes:
         equals_string: "hc:LocalGovernmentArchive"
       has_note:
         equals_string: "This RecordSetType is typically held by LocalGovernmentArchive custodians. Inverse of rico:isOrWasHolderOf."
+    keywords:
+    - public works
+    - infrastructure
+    - municipal projects
+    - construction
+    - civic infrastructure
   LocalTaxRecordsSeries:
     is_a: LocalGovernmentArchiveRecordSetType
     class_uri: rico:RecordSetType
@@ -191,3 +203,9 @@ classes:
         equals_string: "hc:LocalGovernmentArchive"
       has_note:
         equals_string: "This RecordSetType is typically held by LocalGovernmentArchive custodians. Inverse of rico:isOrWasHolderOf."
+    keywords:
+    - local taxation
+    - tax assessment
+    - municipal revenue
+    - fiscal records
+    - property tax
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LocalHeritageInstitutionSweden.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LocalHeritageInstitutionSweden.yaml
index b154727d81..45a4954057 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LocalHeritageInstitutionSweden.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LocalHeritageInstitutionSweden.yaml
@@ -33,41 +33,135 @@ classes:
       zh: >-
         通过志愿管理和公共项目维护区域文化遗产的瑞典组织。
     structured_aliases:
-      nl:
-      - lokale erfgoedinstelling Zweden
-      - hembygdsförening
-      de:
-      - lokale Kulturerbeeinrichtung Schweden
-      - Heimatverein
-      fr:
-      - institution patrimoniale locale Suède
-      - société d'histoire locale
-      es:
-      - institución patrimonial local Suecia
-      - sociedad de historia local
-      ar:
-      - مؤسسة التراث المحلي السويدية
-      id:
-      - lembaga warisan lokal Swedia
-      zh:
-      - 瑞典地方遗产机构
-    keywords:
-    - hembygd
-    - local history
-    - Sweden
-    - community archive
-    - volunteer organization
-    broad_mappings:
-    - skos:Concept
-    - schema:ArchiveOrganization
-    slots:
-    - identified_by
-    - has_type
-    - has_score
-    annotations:
-      institutional_context: local heritage association
-      specificity_score: 0.5
-      specificity_rationale: Country-specific institutional type combining local heritage documentation and presentation.
-      custodian_types: '["*"]'
-    comments:
-    - 'Preserved from prior description: Swedish local heritage institution type associated with community-run place-based heritage stewardship.'
+
+      - literal_form: lokale erfgoedinstelling Zweden
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: hembygdsförening
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: lokale Kulturerbeeinrichtung Schweden
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Heimatverein
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: institution patrimoniale locale Suède
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: société d'histoire locale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: institución patrimonial local Suecia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: sociedad de historia local
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مؤسسة التراث المحلي السويدية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: lembaga warisan lokal Swedia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 瑞典地方遗产机构
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hembygd
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: local history
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Sweden
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: community archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: volunteer organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:ArchiveOrganization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Swedish local heritage institution type associated with community-run place-based heritage stewardship.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/LocalHistoryArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/LocalHistoryArchiveRecordSetTypes.yaml
index 56aeee1315..3a98a8b967 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/LocalHistoryArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/LocalHistoryArchiveRecordSetTypes.yaml
@@ -64,7 +64,7 @@ classes:
       - skos:Concept
       - crm:E55_Type
     related_mappings:
-      - rico-rst:Fonds
+      - rico-rst:Collection
     slots:
       - has_type
       - has_score
@@ -75,6 +75,12 @@ classes:
         equals_string: "hc:LocalHistoryArchive"
       has_note:
         equals_string: "This RecordSetType is typically held by LocalHistoryArchive custodians. Inverse of rico:isOrWasHolderOf."
+    keywords:
+    - local history
+    - community history
+    - everyday life
+    - local institutions
+    - municipal heritage
   CommunityPhotographCollection:
     is_a: LocalHistoryArchiveRecordSetType
     class_uri: rico:RecordSetType
@@ -133,6 +139,12 @@ classes:
         equals_string: "hc:LocalHistoryArchive"
       has_note:
         equals_string: "This RecordSetType is typically held by LocalHistoryArchive custodians. Inverse of rico:isOrWasHolderOf."
+    keywords:
+    - community photographs
+    - local photography
+    - visual materials
+    - people places events
+    - documentary photography
   LocalNewspaperCollection:
     is_a: LocalHistoryArchiveRecordSetType
     class_uri: rico:RecordSetType
@@ -191,3 +203,9 @@ classes:
         equals_string: "hc:LocalHistoryArchive"
       has_note:
         equals_string: "This RecordSetType is typically held by LocalHistoryArchive custodians. Inverse of rico:isOrWasHolderOf."
+    keywords:
+    - local newspapers
+    - community news
+    - regional press
+    - public life
+    - local journalism
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MailingListArchive.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MailingListArchive.yaml
index 2f7e68aef6..d10ac7e1d6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MailingListArchive.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MailingListArchive.yaml
@@ -36,47 +36,165 @@ classes:
       zh: >-
         致力于保存基于电子邮件的社区通信、讨论线程和邮件列表记录的组织。
     structured_aliases:
-      nl:
-        - mailinglijstarchief
-        - discussielijstarchief
-      de:
-        - Mailinglistenarchiv
-        - Diskussionslistenarchiv
-      fr:
-        - archive de liste de diffusion
-        - archive de discussion
-      es:
-        - archivo de lista de correo
-        - archivo de discusión
-      ar:
-        - أرشيف القائمة البريدية
-        - أرشيف النقاش
-      id:
-        - arsip milis
-        - arsip diskusi
-      zh:
-        - 邮件列表档案馆
-        - 讨论列表档案馆
-    keywords:
-      - mailing list archive
-      - email archive
-      - listserv
-      - discussion list
-      - community communication
-    broad_mappings:
-      - schema:ArchiveOrganization
-      - wd:Q166118
-    close_mappings:
-      - wd:Q104018626
-      - rico:CorporateBody
-    slots:
-      - identified_by
-      - has_type
-      - hold_record_set
-      - has_score
-    annotations:
-      media_type: digital and email
-      born_digital: 'yes'
-      specificity_score: 0.55
-      specificity_rationale: Archive organization type for born-digital community communication stewardship.
-      custodian_types: '["*"]'
+
+      - literal_form: mailinglijstarchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: discussielijstarchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Mailinglistenarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Diskussionslistenarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: archive de liste de diffusion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archive de discussion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archivo de lista de correo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: archivo de discusión
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أرشيف القائمة البريدية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: أرشيف النقاش
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: arsip milis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: arsip diskusi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 邮件列表档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 讨论列表档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: mailing list archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: email archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: listserv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: discussion list
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: community communication
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:ArchiveOrganization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q166118
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q104018626
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:CorporateBody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hold_record_set
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MailingListArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MailingListArchiveRecordSetTypes.yaml
index b41aee4762..b658496b22 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MailingListArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MailingListArchiveRecordSetTypes.yaml
@@ -40,12 +40,25 @@ classes:
         Agregasi tingkat koleksi pesan milis dan arsip utas diskusi.
       zh: >-
         邮件列表消息和线程讨论档案的集合级聚合。
+    structured_aliases:
+      - {literal_form: e-maillijstarchiefcollectie, predicate: EXACT_SYNONYM, in_language: nl}
+      - {literal_form: E-Mail-Listen-Archivsammlung, predicate: EXACT_SYNONYM, in_language: de}
+      - {literal_form: collection d archives de listes de diffusion, predicate: EXACT_SYNONYM, in_language: fr}
+      - {literal_form: colección de archivos de listas de correo, predicate: EXACT_SYNONYM, in_language: es}
+      - {literal_form: مجموعة أرشيف القوائم البريدية, predicate: EXACT_SYNONYM, in_language: ar}
+      - {literal_form: koleksi arsip milis, predicate: EXACT_SYNONYM, in_language: id}
+      - {literal_form: 邮件列表档案集, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
       - rico:RecordSetType
       - skos:Concept
       - crm:E55_Type
     related_mappings:
       - rico-rst:Collection
+    keywords:
+      - email archives
+      - mailing lists
+      - threaded discussions
+      - digital communication
     slots:
       - has_type
       - has_score
@@ -60,7 +73,7 @@ classes:
       nl: >-
         Een fonds met archiefbescheiden die door een doorlopende discussiegemeenschap zijn opgebouwd en doorgaans als samenhangend communicatiebestand worden bewaard.
       de: >-
-        Ein Fonds mit Unterlagen, die von einer fortlaufenden Diskussionsgemeinschaft angesammelt und typischerweise als zusammenhaengender Kommunikationsbestand bewahrt werden.
+        Ein Fonds mit Unterlagen, die von einer fortlaufenden Diskussionsgemeinschaft angesammelt und typischerweise als zusammenhaengender Kommunikationsbestand bewahrt wurden.
       fr: >-
         Un fonds de documents accumules par une communaute de discussion durable, generalement conserve comme un ensemble coherent de communication.
       es: >-
@@ -71,12 +84,25 @@ classes:
         Sebuah fonds catatan yang terakumulasi oleh komunitas diskusi berkelanjutan, biasanya dipelihara sebagai kumpulan komunikasi yang koheren.
       zh: >-
         由持续性的讨论社群积累并通常作为连贯通信整体保存的记录全宗。
+    structured_aliases:
+      - {literal_form: discussieforumfonds, predicate: EXACT_SYNONYM, in_language: nl}
+      - {literal_form: Diskussionsforen-Fonds, predicate: EXACT_SYNONYM, in_language: de}
+      - {literal_form: fonds de forum de discussion, predicate: EXACT_SYNONYM, in_language: fr}
+      - {literal_form: fondo de foro de discusión, predicate: EXACT_SYNONYM, in_language: es}
+      - {literal_form: فوندس منتدى نقاش, predicate: EXACT_SYNONYM, in_language: ar}
+      - {literal_form: fonds forum diskusi, predicate: EXACT_SYNONYM, in_language: id}
+      - {literal_form: 讨论论坛全宗, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
       - rico:RecordSetType
       - skos:Concept
       - crm:E55_Type
     related_mappings:
       - rico-rst:Fonds
+    keywords:
+      - discussion forum
+      - online community
+      - threaded conversations
+      - digital discourse
     slots:
       - has_type
       - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MainPart.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MainPart.yaml
index 6428a7dff3..d0158e476e 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MainPart.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MainPart.yaml
@@ -32,44 +32,141 @@ classes:
       zh: >-
         在分配结构中代表最大份额的主要量化组成部分。
     structured_aliases:
-      nl:
-        - hoofdonderdeel
-        - primair deel
-      de:
-        - Hauptteil
-        - primärer Anteil
-      fr:
-        - partie principale
-        - part primaire
-      es:
-        - parte principal
-        - porción primaria
-      ar:
-        - الجزء الرئيسي
-        - الحصة الأساسية
-      id:
-        - bagian utama
-        - porsi primer
-      zh:
-        - 主要部分
-        - 首要份额
-    keywords:
-      - main part
-      - primary component
-      - dominant share
-      - principal allocation
-      - major portion
-    broad_mappings:
-      - schema:QuantitativeValue
-    slots:
-      - has_quantity
-      - contain
-      - has_code
-    slot_usage:
-      has_quantity:
-        range: integer
-        required: true
-    annotations:
-      specificity_score: 0.4
-      specificity_rationale: Quantified primary-part class for budget and allocation structures.
-      custodian_types: '["*"]'
+
+      - literal_form: hoofdonderdeel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: primair deel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Hauptteil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: primärer Anteil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: partie principale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: part primaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: parte principal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: porción primaria
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الجزء الرئيسي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الحصة الأساسية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: bagian utama
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: porsi primer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 主要部分
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 首要份额
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: main part
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: primary component
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dominant share
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: principal allocation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: major portion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:QuantitativeValue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: contain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_code
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Manager.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Manager.yaml
index 6b51d4ce6c..a0b1309ea8 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Manager.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Manager.yaml
@@ -33,44 +33,147 @@ classes:
       zh: >-
         担任监督角色，负责指导运营、人员或项目的个人。
     structured_aliases:
-      nl:
-        - beheerder
-        - leidinggevende
-      de:
-        - Verwalter
-        - Leiter
-      fr:
-        - gestionnaire
-        - responsable
-      es:
-        - gestor
-        - supervisor
-      ar:
-        - المدير
-        - المشرف
-      id:
-        - pengelola
-        - pengawas
-      zh:
-        - 管理者
-        - 主管
-    keywords:
-      - manager
-      - supervisor
-      - director
-      - administrator
-      - leadership
-    close_mappings:
-      - org:Head
-      - schema:Person
-    slots:
-      - has_name
-      - has_title
-      - has_email_address
-    slot_usage:
-      has_name:
-        required: true
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: Organizational responsibility role for leadership attribution.
-      custodian_types: '["*"]'
+
+      - literal_form: beheerder
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: leidinggevende
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Verwalter
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Leiter
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: gestionnaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: responsable
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: gestor
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: supervisor
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المدير
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: المشرف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pengelola
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: pengawas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 管理者
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 主管
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: manager
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: supervisor
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: director
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: administrator
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: leadership
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: org:Head
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Person
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_title
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_email_address
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Manufacturer.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Manufacturer.yaml
index fe8387ddcc..b8c5a7142e 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Manufacturer.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Manufacturer.yaml
@@ -34,78 +34,219 @@ classes:
       zh: >-
         从事设备、装备或技术组件生产以用于商业或工业目的的组织。
     structured_aliases:
-      nl:
-        - fabrikant
-        - producent
-      de:
-        - Hersteller
-        - Produzent
-      fr:
-        - fabricant
-        - producteur
-      es:
-        - fabricante
-        - productor
-      ar:
-        - المصنّع
-        - المنتج
-      id:
-        - pabrikan
-        - produsen
-      zh:
-        - 制造商
-        - 生产商
-    keywords:
-      - manufacturer
-      - producer
-      - equipment vendor
-      - device maker
-      - supplier
-    broad_mappings:
-      - schema:Organization
-    close_mappings:
-      - org:Organization
-      - prov:Agent
-    slots:
-    - identified_by
-    - has_label
-    - has_url
-    slot_usage:
-      has_label:
-        required: true
-      has_url:
-        range: uri
-    examples:
-    - value: |
-        InternetOfThings
-          └── created_by → Manufacturer
-                                       ├── has_label → "Estimote"
-                                       └── has_url → URL
-    notes:
-    - |
-      Preserved from prior description (commit 6e634651):
 
-      Represents a manufacturer or producer of devices, equipment, or products.
+      - literal_form: fabrikant
 
-      **MIGRATION SOURCE**: Created from device_manufacturer slot migration (Rule 53, 2026-01-25).
+        predicate: EXACT_SYNONYM
 
-      **Pattern**: Simple string manufacturer name replaced with structured class:
-      - has_label: Manufacturer name (String or Label)
-      - has_url: Manufacturer website (URL)
-      - identified_by: Unique identifier
+        in_language: nl
 
-      **Ontological Alignment**:
-      - **Primary**: `schema:Organization` - Schema.org organization
-      - **Close**: `org:Organization` - W3C ORG organization
-      - **Related**: `prov:Agent` - PROV-O agent responsible for production
+      - literal_form: producent
 
-      **Use Cases**:
-      - IoT device manufacturers (Estimote, Sensirion, Samsung)
-      - Equipment vendors
-      - Technology providers
+        predicate: EXACT_SYNONYM
 
-      **Relationship to InternetOfThings**:
-    annotations:
-      specificity_score: 0.6
-      specificity_rationale: Supplier and device-production actor for technical asset provenance.
-      custodian_types: '["*"]'
+        in_language: nl
+
+      - literal_form: Hersteller
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Produzent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: fabricant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: producteur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: fabricante
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: productor
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المصنّع
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: المنتج
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pabrikan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: produsen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 制造商
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 生产商
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: manufacturer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: producer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: equipment vendor
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: device maker
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: supplier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: org:Organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Agent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label: Manufacturer name (String or Label)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url: Manufacturer website (URL)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by: Unique identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: **Primary**: `schema:Organization` - Schema.org organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: **Close**: `org:Organization` - W3C ORG organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: **Related**: `prov:Agent` - PROV-O agent responsible for production
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: IoT device manufacturers (Estimote, Sensirion, Samsung)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Equipment vendors
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Technology providers
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MappingTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MappingTypes.yaml
index f12070f957..5caef211e4 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MappingTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MappingTypes.yaml
@@ -31,199 +31,717 @@ classes:
       zh: >-
         指示本地概念与外部概念之间语义等价关系的映射类型。
     structured_aliases:
-      nl: [exacte overeenkomst, exact mapping]
-      de: [exakte Zuordnung, ExactMatch]
-      fr: [correspondance exacte, exactMatch]
-      es: [correspondencia exacta, mapeo exacto]
-      ar: [تطابق تام, تعيين دقيق]
-      id: [pemetaan eksak, kecocokan tepat]
-      zh: [精确映射, 完全匹配]
-    keywords:
-      - exact match
-      - semantic equivalence
-      - SKOS mapping
-    comments:
-      - Represents use of the SKOS mapping predicate `skos:exactMatch`.
-    annotations:
-      mapping_predicate: skos:exactMatch
-  CloseMapping:
-    is_a: MappingType
-    class_uri: hc:CloseMapping
-    description: >-
-      Mapping type indicating high semantic similarity without full equivalence between concepts.
-    alt_descriptions:
-      nl: >-
-        Toewijzingstype dat hoge semantische gelijkenis aangeeft zonder volledige equivalentie tussen concepten.
-      de: >-
-        Zuordnungstyp, der hohe semantische Ähnlichkeit ohne vollständige Äquivalenz zwischen Konzepten anzeigt.
-      fr: >-
-        Type de mappage indiquant une forte similitude sémantique sans équivalence complète entre les concepts.
-      es: >-
-        Tipo de mapeo que indica alta similitud semántica sin equivalencia completa entre conceptos.
-      ar: >-
-        نوع التعيين الذي يشير إلى تشابه دلالي عالٍ دون تكافؤ كامل بين المفاهيم.
-      id: >-
-        Jenis pemetaan yang menunjukkan kemiripan semantik tinggi tanpa kesetaraan penuh antara konsep.
-      zh: >-
-        指示概念之间高度语义相似但不完全等价的映射类型。
-    structured_aliases:
-      nl: [nauwe overeenkomst, close mapping]
-      de: [nahe Zuordnung, CloseMatch]
-      fr: [correspondance proche, closeMatch]
-      es: [correspondencia cercana, mapeo cercano]
-      ar: [تطابق قريب, تعيين وثيق]
-      id: [pemetaan dekat, kecocokan rapat]
-      zh: [近似映射, 紧密匹配]
-    keywords:
-      - close match
-      - semantic similarity
-      - SKOS mapping
-    comments:
-      - Represents use of the SKOS mapping predicate `skos:closeMatch`.
-    annotations:
-      mapping_predicate: skos:closeMatch
-  BroadMapping:
-    is_a: MappingType
-    class_uri: hc:BroadMapping
-    description: >-
-      Mapping type indicating the external concept is broader or more general than the local concept.
-    alt_descriptions:
-      nl: >-
-        Toewijzingstype dat aangeeft dat het externe concept breder of algemener is dan het lokale concept.
-      de: >-
-        Zuordnungstyp, der anzeigt, dass das externe Konzept breiter oder allgemeiner ist als das lokale Konzept.
-      fr: >-
-        Type de mappage indiquant que le concept externe est plus large ou plus général que le concept local.
-      es: >-
-        Tipo de mapeo que indica que el concepto externo es más amplio o general que el concepto local.
-      ar: >-
-        نوع التعيين الذي يشير إلى أن المفهوم الخارجي أوسع أو أكثر عمومية من المفهوم المحلي.
-      id: >-
-        Jenis pemetaan yang menunjukkan bahwa konsep eksternal lebih luas atau umum daripada konsep lokal.
-      zh: >-
-        指示外部概念比本地概念更广泛或更一般的映射类型。
-    structured_aliases:
-      nl: [brede overeenkomst, broad mapping]
-      de: [breite Zuordnung, BroadMatch]
-      fr: [correspondance large, broadMatch]
-      es: [correspondencia amplia, mapeo amplio]
-      ar: [تطابق واسع, تعيين عام]
-      id: [pemetaan luas, kecocokan luas]
-      zh: [广义映射, 宽泛匹配]
-    keywords:
-      - broad match
-      - hypernym
-      - broader concept
-      - SKOS mapping
-    comments:
-      - Represents use of the SKOS mapping predicate `skos:broadMatch`.
-    annotations:
-      mapping_predicate: skos:broadMatch
-  NarrowMapping:
-    is_a: MappingType
-    class_uri: hc:NarrowMapping
-    description: >-
-      Mapping type indicating the external concept is narrower or more specific than the local concept.
-    alt_descriptions:
-      nl: >-
-        Toewijzingstype dat aangeeft dat het externe concept smaller of specifieker is dan het lokale concept.
-      de: >-
-        Zuordnungstyp, der anzeigt, dass das externe Konzept enger oder spezifischer ist als das lokale Konzept.
-      fr: >-
-        Type de mappage indiquant que le concept externe est plus étroit ou plus spécifique que le concept local.
-      es: >-
-        Tipo de mapeo que indica que el concepto externo es más estrecho o específico que el concepto local.
-      ar: >-
-        نوع التعيين الذي يشير إلى أن المفهوم الخارجي أضيق أو أكثر تحديدًا من المفهوم المحلي.
-      id: >-
-        Jenis pemetaan yang menunjukkan bahwa konsep eksternal lebih sempit atau spesifik daripada konsep lokal.
-      zh: >-
-        指示外部概念比本地概念更窄或更具体的映射类型。
-    structured_aliases:
-      nl: [smalle overeenkomst, narrow mapping]
-      de: [enge Zuordnung, NarrowMatch]
-      fr: [correspondance étroite, narrowMatch]
-      es: [correspondencia estrecha, mapeo estrecho]
-      ar: [تطابق ضيق, تعيين محدد]
-      id: [pemetaan sempit, kecocokan spesifik]
-      zh: [狭义映射, 窄义匹配]
-    keywords:
-      - narrow match
-      - hyponym
-      - narrower concept
-      - SKOS mapping
-    comments:
-      - Represents use of the SKOS mapping predicate `skos:narrowMatch`.
-    annotations:
-      mapping_predicate: skos:narrowMatch
-  RelatedMapping:
-    is_a: MappingType
-    class_uri: hc:RelatedMapping
-    description: >-
-      Mapping type indicating an associative, non-hierarchical relationship between concepts.
-    alt_descriptions:
-      nl: >-
-        Toewijzingstype dat een associatieve, niet-hiërarchische relatie tussen concepten aangeeft.
-      de: >-
-        Zuordnungstyp, der eine assoziative, nicht-hierarchische Beziehung zwischen Konzepten anzeigt.
-      fr: >-
-        Type de mappage indiquant une relation associative, non hiérarchique entre les concepts.
-      es: >-
-        Tipo de mapeo que indica una relación asociativa, no jerárquica entre conceptos.
-      ar: >-
-        نوع التعيين الذي يشير إلى علاقة ارتباطية غير هرمية بين المفاهيم.
-      id: >-
-        Jenis pemetaan yang menunjukkan hubungan asosiatif, non-hierarkis antara konsep.
-      zh: >-
-        指示概念之间关联性、非层级关系的映射类型。
-    structured_aliases:
-      nl: [gerelateerde overeenkomst, related mapping]
-      de: [verwandte Zuordnung, RelatedMatch]
-      fr: [correspondance associée, relatedMatch]
-      es: [correspondencia relacionada, mapeo relacionado]
-      ar: [تطابق ذو صلة, تعيين مرتبط]
-      id: [pemetaan terkait, kecocokan terkait]
-      zh: [相关映射, 关联匹配]
-    keywords:
-      - related match
-      - associative relation
-      - SKOS mapping
-    comments:
-      - Represents use of the SKOS mapping predicate `skos:relatedMatch`.
-    annotations:
-      mapping_predicate: skos:relatedMatch
-  OntonymMapping:
-    is_a: MappingType
-    class_uri: hc:OntonymMapping
-    description: >-
-      Domain-specific mapping type addressing semantic gaps between organization types and record set types.
-    alt_descriptions:
-      nl: >-
-        Domeinspecifiek toewijzingstype dat semantische hiaten adresseert tussen organisatietypes en recordset-types.
-      de: >-
-        Domänenspezifischer Zuordnungstyp, der semantische Lücken zwischen Organisationstypen und Datensatztypen adressiert.
-      fr: >-
-        Type de mappage spécifique au domaine comblant les écarts sémantiques entre types d'organisations et types de jeux d'enregistrements.
-      es: >-
-        Tipo de mapeo específico del dominio que aborda brechas semánticas entre tipos de organización y tipos de conjuntos de registros.
-      ar: >-
-        نوع تعيين خاص بالمجال يعالج الفجوات الدلالية بين أنواع المنظمات وأنواع مجموعات السجلات.
-      id: >-
-        Jenis pemetaan khusus domain yang mengatasi kesenjangan semantik antara jenis organisasi dan jenis kumpulan catatan.
-      zh: >-
-        解决组织类型与记录集类型之间语义差距的领域特定映射类型。
-    structured_aliases:
-      nl: [ontonym mapping, domein-specifieke mapping]
-      de: [Ontonym-Zuordnung, domänenspezifisches Mapping]
-      fr: [mappage ontonyme, mapping spécifique au domaine]
-      es: [mapeo ontonímico, mapeo específico del dominio]
-      ar: [تعيين أنتونيم, تعيين خاص بالمجال]
-      id: [pemetaan ontonim, pemetaan khusus domain]
-      zh: [本体映射, 领域特定映射]
-    keywords:
-      - ontonym
-      - domain mapping
-      - semantic gap
-      - cross-ontology
-    broad_mappings:
-      - skos:Concept
+
+      - literal_form: exacte overeenkomst
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: exact mapping
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: exakte Zuordnung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ExactMatch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: correspondance exacte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: exactMatch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: correspondencia exacta
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: mapeo exacto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تطابق تام
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تعيين دقيق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pemetaan eksak
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kecocokan tepat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 精确映射
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 完全匹配
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: nauwe overeenkomst
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: close mapping
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: nahe Zuordnung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: CloseMatch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: correspondance proche
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: closeMatch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: correspondencia cercana
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: mapeo cercano
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تطابق قريب
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تعيين وثيق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pemetaan dekat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kecocokan rapat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 近似映射
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 紧密匹配
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: brede overeenkomst
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: broad mapping
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: breite Zuordnung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: BroadMatch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: correspondance large
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: broadMatch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: correspondencia amplia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: mapeo amplio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تطابق واسع
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تعيين عام
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pemetaan luas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kecocokan luas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 广义映射
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 宽泛匹配
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: smalle overeenkomst
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: narrow mapping
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: enge Zuordnung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NarrowMatch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: correspondance étroite
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: narrowMatch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: correspondencia estrecha
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: mapeo estrecho
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تطابق ضيق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تعيين محدد
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pemetaan sempit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kecocokan spesifik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 狭义映射
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 窄义匹配
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: gerelateerde overeenkomst
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: related mapping
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: verwandte Zuordnung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: RelatedMatch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: correspondance associée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: relatedMatch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: correspondencia relacionada
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: mapeo relacionado
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تطابق ذو صلة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تعيين مرتبط
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pemetaan terkait
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kecocokan terkait
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 相关映射
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 关联匹配
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ontonym mapping
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: domein-specifieke mapping
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ontonym-Zuordnung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: domänenspezifisches Mapping
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: mappage ontonyme
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: mapping spécifique au domaine
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: mapeo ontonímico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: mapeo específico del dominio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تعيين أنتونيم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تعيين خاص بالمجال
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pemetaan ontonim
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: pemetaan khusus domain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 本体映射
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 领域特定映射
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Material.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Material.yaml
index 19c5980480..188d235b48 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Material.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Material.yaml
@@ -38,85 +38,45 @@ classes:
       zh: >-
         构成文化遗产物品成分基础的物理物质或介质。
     structured_aliases:
-      nl: Materiaal
-      de: Material
-      fr: Matériau
-      es: Material
-      ar: مادة
-      id: Bahan
-      zh: 材料
-    broad_mappings:
-       - crm:E57_Material
-    close_mappings:
-      - aat:300010358
-    related_mappings:
-      - skos:Concept
-    slots:
-      - identified_by
-      - has_label
-      - has_description
-      - has_type
-      - equivalent_to
-      - has_score
-    slot_usage:
-      identified_by:
-        identifier: true
-        required: true
-      has_label:
-        required: true
-      equivalent_to:
-        range: WikiDataIdentifier
-        multivalued: true
-        inlined_as_list: true
-    notes:
-      - |
-        Preserved from prior description (commit 6e634651):
 
-        Preserved from prior description (commit 6e634651):
+      - literal_form: Materiaal
 
-        Represents a physical material or substance, typically used to categorize
-        what types of heritage objects a storage environment is designed to preserve.
+        predicate: EXACT_SYNONYM
 
-        **DEFINITION**:
+        in_language: nl
 
-        Material represents the physical substance from which heritage objects are made.
-        This class enables structured representation of target materials for storage
-        environments, replacing simple string lists with semantically rich entities.
+      - literal_form: Material
 
-        **CIDOC-CRM ALIGNMENT**:
+        predicate: EXACT_SYNONYM
 
-        Maps to `crm:E57_Material` - "A type of material of which things can be made."
-        E57_Material provides vocabulary for describing the physical composition of
-        heritage objects and the environmental requirements for their preservation.
+        in_language: de
 
-        **USE CASES**:
+      - literal_form: Matériau
 
-        1. **Storage Environment Classification**:
-           - EnvironmentalZoneType specifies which materials it's designed for
-           - StorageType indicates suitable material types
+        predicate: EXACT_SYNONYM
 
-        2. **Preservation Requirements**:
-           - Different materials have different climate requirements
-           - Paper vs. film vs. textiles have distinct needs
+        in_language: fr
 
-        3. **Collection Categorization**:
-           - Materials provide another facet for classifying collections
-           - Enables material-specific search and discovery
+      - literal_form: Material
 
-        **EXAMPLES**:
+        predicate: EXACT_SYNONYM
 
-        - Paper, parchment, vellum (archival materials)
-        - Nitrate film, acetate film, polyester film (photographic)
-        - Wool, silk, cotton, linen (textiles)
-        - Bronze, iron, silver (metals)
-        - Oil paint, acrylic, tempera (art materials)
+        in_language: es
 
-        **MIGRATION NOTE (2026-01-16)**:
+      - literal_form: مادة
 
-        This class replaces simple string-based `target_material` slot per Rule 53/56.
-        Provides structured representation with type classification, Wikidata alignment,
-        and extensibility for future material-specific properties.
-    annotations:
-      specificity_score: 0.5
-      specificity_rationale: Preservation-relevant material class supporting environmental and treatment modeling.
-      custodian_types: '["*"]'
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Bahan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 材料
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MaterialTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MaterialTypes.yaml
index 039ec86d28..64337f495a 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MaterialTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MaterialTypes.yaml
@@ -7,6 +7,7 @@ prefixes:
   aat: http://vocab.getty.edu/aat/
   wd: http://www.wikidata.org/entity/
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
 default_prefix: hc
 imports:
 - ./MaterialType
@@ -58,6 +59,13 @@ classes:
     - aat:300011914
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - organic
+    - natural
+    - plant
+    - animal
+    - biological
     notes:
     - |
       Preserved from prior description (commit 6e634651):
@@ -109,8 +117,15 @@ classes:
       in_language: zh
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300014523
+    keywords:
+    - synthetic
+    - artificial
+    - polymer
+    - plastic
+    - man-made
     comments:
     - 'Preserved from prior description: Synthetic material class for man-made polymers and compounds.'
   MetalMaterial:
@@ -157,8 +172,16 @@ classes:
       in_language: zh
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300010900
+    keywords:
+    - metal
+    - metallic
+    - alloy
+    - corrosion
+    - iron
+    - copper
     comments:
     - 'Preserved from prior description: Metal-based material class with corrosion-sensitive preservation needs.'
   CeramicMaterial:
@@ -205,8 +228,15 @@ classes:
       in_language: zh
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300010669
+    keywords:
+    - ceramic
+    - pottery
+    - clay
+    - porcelain
+    - fired
     comments:
     - 'Preserved from prior description: Ceramic material class including fired clay and porcelain.'
   GlassMaterial:
@@ -253,8 +283,15 @@ classes:
       in_language: zh
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300010797
+    keywords:
+    - glass
+    - silica
+    - transparent
+    - vitreous
+    - amorphous
     comments:
     - 'Preserved from prior description: Glass and enamel material class.'
   CompositeMaterial:
@@ -301,8 +338,15 @@ classes:
       in_language: zh
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300183933
+    keywords:
+    - composite
+    - multi-component
+    - mixed
+    - layered
+    - hybrid
     comments:
     - 'Preserved from prior description: Composite material class for multi-layer or multi-substance objects.'
   PaperMaterial:
@@ -350,6 +394,15 @@ classes:
     close_mappings:
     - aat:300014109
     - wd:Q11472
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - paper
+    - cellulose
+    - document
+    - pulp
+    - fibrous
     comments:
     - 'Preserved from prior description: Paper material subclass for document and print supports.'
   ParchmentMaterial:
@@ -397,6 +450,15 @@ classes:
     close_mappings:
     - aat:300011851
     - wd:Q226697
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - parchment
+    - vellum
+    - skin
+    - manuscript
+    - untanned
     comments:
     - 'Preserved from prior description: Parchment and vellum material subclass.'
   TextileMaterial:
@@ -444,6 +506,15 @@ classes:
     close_mappings:
     - aat:300014069
     - wd:Q28823
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - textile
+    - fabric
+    - woven
+    - fiber
+    - cloth
     comments:
     - 'Preserved from prior description: Textile material subclass for woven and non-woven fabrics.'
   LeatherMaterial:
@@ -491,6 +562,15 @@ classes:
     close_mappings:
     - aat:300011845
     - wd:Q286
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - leather
+    - tanned
+    - hide
+    - skin
+    - durable
     comments:
     - 'Preserved from prior description: Leather material subclass for processed animal hide.'
   WoodMaterial:
@@ -538,6 +618,15 @@ classes:
     close_mappings:
     - aat:300011914
     - wd:Q287
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - wood
+    - timber
+    - lumber
+    - fibrous
+    - structural
     comments:
     - 'Preserved from prior description: Wood material subclass for timber and wood-based supports.'
   NitrateFilmMaterial:
@@ -585,6 +674,15 @@ classes:
     close_mappings:
     - aat:300127173
     - wd:Q1201597
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - nitrate
+    - film
+    - cellulose nitrate
+    - flammable
+    - hazardous
     comments:
     - 'Preserved from prior description: Cellulose nitrate film-base subclass with high preservation risk.'
   AcetateFilmMaterial:
@@ -632,6 +730,15 @@ classes:
     close_mappings:
     - aat:300127322
     - wd:Q421063
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - acetate
+    - film
+    - cellulose acetate
+    - vinegar syndrome
+    - degradation
     comments:
     - 'Preserved from prior description: Cellulose acetate film-base subclass vulnerable to vinegar syndrome.'
   PolyesterFilmMaterial:
@@ -678,6 +785,15 @@ classes:
       in_language: zh
     close_mappings:
     - aat:300014574
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - polyester
+    - film
+    - stable
+    - archival
+    - preservation
     comments:
     - 'Preserved from prior description: Polyester film-base subclass with comparatively high chemical stability.'
   PhotographicMaterial:
@@ -724,6 +840,15 @@ classes:
       in_language: zh
     close_mappings:
     - aat:300127121
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - photographic
+    - emulsion
+    - light-sensitive
+    - film
+    - print
     comments:
     - 'Preserved from prior description: Composite photographic-material subclass for print and film processes.'
   PaintingMaterial:
@@ -770,5 +895,14 @@ classes:
       in_language: zh
     close_mappings:
     - aat:300033618
+    broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - painting
+    - pigment
+    - canvas
+    - ground
+    - varnish
     comments:
     - 'Preserved from prior description: Composite painting-material subclass for support, paint, and varnish systems.'
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MaximumHumidity.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MaximumHumidity.yaml
index e2e07840ef..131f0300c6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MaximumHumidity.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MaximumHumidity.yaml
@@ -31,47 +31,141 @@ classes:
       zh: >-
         以百分比表示的大气湿度含量上限，应用于保存环境。
     structured_aliases:
-      nl:
-      - maximale luchtvochtigheid
-      - vochtigheidsbovengrens
-      de:
-      - maximale Luftfeuchtigkeit
-      - Feuchtigkeitsobergrenze
-      fr:
-      - humidité maximale
-      - seuil d'humidité
-      es:
-      - humedad máxima
-      - límite de humedad
-      ar:
-      - الرطوبة القصوى
-      - حد الرطوبة الأعلى
-      id:
-      - kelembaban maksimum
-      - batas kelembaban atas
-      zh:
-      - 最大湿度
-      - 湿度上限
-    keywords:
-    - humidity
-    - environmental control
-    - preservation
-    - threshold
-    - conservation
-    broad_mappings:
-    - schema:QuantitativeValue
-    slots:
-    - has_value
-    - has_measurement_unit
-    slot_usage:
-      has_value:
-        range: float
-        required: true
-      has_measurement_unit:
-        ifabsent: string(%)
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: Environmental threshold class for preservation control.
-      custodian_types: '["*"]'
-    comments:
-    - 'Preserved from prior description: Upper relative-humidity boundary value used in environmental constraints.'
+
+      - literal_form: maximale luchtvochtigheid
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: vochtigheidsbovengrens
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: maximale Luftfeuchtigkeit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Feuchtigkeitsobergrenze
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: humidité maximale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: seuil d'humidité
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: humedad máxima
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: límite de humedad
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الرطوبة القصوى
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: حد الرطوبة الأعلى
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: kelembaban maksimum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: batas kelembaban atas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 最大湿度
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 湿度上限
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: humidity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: environmental control
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: preservation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: threshold
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: conservation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:QuantitativeValue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_measurement_unit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Upper relative-humidity boundary value used in environmental constraints.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MaximumQuantity.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MaximumQuantity.yaml
index 4b4d389a88..8309f19455 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MaximumQuantity.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MaximumQuantity.yaml
@@ -30,36 +30,123 @@ classes:
       zh: >-
         定义可量化约束或允许范围上限的上限数值。
     structured_aliases:
-      nl:
-        - maximumhoeveelheid
-        - bovengrens
-      de:
-        - Höchstmenge
-        - Obergrenze
-      fr:
-        - quantité maximale
-        - limite supérieure
-      es:
-        - cantidad máxima
-        - límite superior
-      ar:
-        - الكمية القصوى
-        - الحد الأعلى
-      id:
-        - jumlah maksimum
-        - batas atas
-      zh:
-        - 最大数量
-        - 上限
-    keywords:
-      - maximum quantity
-      - upper bound
-      - ceiling value
-      - limit
-      - constraint
-    broad_mappings:
-      - qudt:Quantity
-    annotations:
-      specificity_score: 0.3
-      specificity_rationale: Numeric-bound helper class for quantified constraints.
-      custodian_types: '["*"]'
+
+      - literal_form: maximumhoeveelheid
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: bovengrens
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Höchstmenge
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Obergrenze
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: quantité maximale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: limite supérieure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: cantidad máxima
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: límite superior
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الكمية القصوى
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الحد الأعلى
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jumlah maksimum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: batas atas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 最大数量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 上限
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: maximum quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: upper bound
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ceiling value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: limit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: constraint
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: qudt:Quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MeanValue.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MeanValue.yaml
index a5cc7075ad..76836e8144 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MeanValue.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MeanValue.yaml
@@ -30,42 +30,141 @@ classes:
       zh: >-
         表示一组数值观测集中趋势的统计平均值。
     structured_aliases:
-      nl:
-      - gemiddelde waarde
-      - rekenkundig gemiddelde
-      de:
-      - Mittelwert
-      - Durchschnitt
-      fr:
-      - valeur moyenne
-      - moyenne arithmétique
-      es:
-      - valor medio
-      - promedio
-      ar:
-      - القيمة المتوسطة
-      - المتوسط الحسابي
-      id:
-      - nilai rata-rata
-      - rerata
-      zh:
-      - 平均值
-      - 均值
-    keywords:
-    - mean
-    - average
-    - central tendency
-    - statistics
-    - aggregation
-    broad_mappings:
-    - schema:StructuredValue
-    close_mappings:
-    - schema:QuantitativeValue
-    slots:
-    - has_value
-    annotations:
-      specificity_score: 0.3
-      specificity_rationale: Statistical summary helper for aggregate measurements.
-      custodian_types: '["*"]'
-    comments:
-    - 'Preserved from prior description: Arithmetic-mean value used in statistical summaries.'
+
+      - literal_form: gemiddelde waarde
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: rekenkundig gemiddelde
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Mittelwert
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Durchschnitt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: valeur moyenne
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: moyenne arithmétique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: valor medio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: promedio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: القيمة المتوسطة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: المتوسط الحسابي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: nilai rata-rata
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: rerata
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 平均值
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 均值
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: mean
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: average
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: central tendency
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: statistics
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: aggregation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:StructuredValue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:QuantitativeValue
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Arithmetic-mean value used in statistical summaries.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MeasurementTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MeasurementTypes.yaml
index 39451a96f3..7773cb1d25 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MeasurementTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MeasurementTypes.yaml
@@ -16,116 +16,903 @@ classes:
   TemperatureMeasurement:
     is_a: MeasurementType
     class_uri: hc:TemperatureMeasurement
-    description: Temperature measurement category.
-    exact_mappings:
-      - qudt:Temperature
-    slot_usage:
-      has_name:
-        equals_string: Temperature
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
-  HumidityMeasurement:
-    is_a: MeasurementType
-    class_uri: hc:HumidityMeasurement
-    description: Relative-humidity measurement category.
-    exact_mappings:
-      - qudt:RelativeHumidity
-    slot_usage:
-      has_name:
-        equals_string: Relative Humidity
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
-  LightLevelMeasurement:
-    is_a: MeasurementType
-    class_uri: hc:LightLevelMeasurement
-    description: Illuminance measurement category.
-    exact_mappings:
-      - qudt:Illuminance
-    slot_usage:
-      has_name:
-        equals_string: Light Level
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
-  UVRadiationMeasurement:
-    is_a: MeasurementType
-    class_uri: hc:UVRadiationMeasurement
-    description: Ultraviolet-radiation measurement category.
-    slot_usage:
-      has_name:
-        equals_string: UV Radiation
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
-  AirQualityMeasurement:
-    is_a: MeasurementType
-    class_uri: hc:AirQualityMeasurement
-    description: Air-quality measurement category.
-    slot_usage:
-      has_name:
-        equals_string: Air Quality
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
-  CO2Measurement:
-    is_a: MeasurementType
-    class_uri: hc:CO2Measurement
-    description: Carbon-dioxide concentration measurement category.
-    slot_usage:
-      has_name:
-        equals_string: Carbon Dioxide
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
-  VOCMeasurement:
-    is_a: MeasurementType
-    class_uri: hc:VOCMeasurement
-    description: Volatile-organic-compounds measurement category.
-    slot_usage:
-      has_name:
-        equals_string: Volatile Organic Compounds
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
-  VibrationMeasurement:
-    is_a: MeasurementType
-    class_uri: hc:VibrationMeasurement
-    description: Vibration and shock measurement category.
-    slot_usage:
-      has_name:
-        equals_string: Vibration
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
-  PestCountMeasurement:
-    is_a: MeasurementType
-    class_uri: hc:PestCountMeasurement
-    description: Pest-count monitoring measurement category.
-    slot_usage:
-      has_name:
-        equals_string: Pest Count
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
-  WaterActivityMeasurement:
-    is_a: MeasurementType
-    class_uri: hc:WaterActivityMeasurement
-    description: Water-activity measurement category.
-    slot_usage:
-      has_name:
-        equals_string: Water Activity
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
-  DewPointMeasurement:
-    is_a: MeasurementType
-    class_uri: hc:DewPointMeasurement
-    description: Dew-point measurement category.
-    slot_usage:
-      has_name:
-        equals_string: Dew Point
-    broad_mappings:
-      - crm:E54_Dimension
-      - schema:QuantitativeValue
+    description: >-
+      Quantitative assessment of thermal energy level within an environmental monitoring context.
+    alt_descriptions:
+      nl: >-
+        Kwantitatieve beoordeling van het thermische energieniveau binnen een milieumonitoringcontext.
+      de: >-
+        Quantitative Bewertung des thermischen Energieniveaus in einem Umweltüberwachungskontext.
+      fr: >-
+        Évaluation quantitative du niveau d'énergie thermique dans un contexte de surveillance environnementale.
+      es: >-
+        Evaluación cuantitativa del nivel de energía térmica en un contexto de monitoreo ambiental.
+      ar: >-
+        تقييم كمي لمستوى الطاقة الحرارية في سياق المراقبة البيئية.
+      id: >-
+        Penilaian kuantitatif tingkat energi termal dalam konteks pemantauan lingkungan.
+      zh: >-
+        环境监测背景下热能水平的定量评估。
+    structured_aliases:
+
+      - literal_form: TemperatuurMeting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Temperaturmessung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesureTempérature
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónTemperatura
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس الحرارة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranSuhu
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 温度测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LuchtvochtigheidMeting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Luftfeuchtigkeitsmessung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesureHumidité
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónHumedad
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس الرطوبة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranKelembaban
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 湿度测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LichtniveauMeting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Lichtstärkemessung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesureÉclairement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónNivelLuz
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس مستوى الضوء
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranTingkatCahaya
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 光照度测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: UVStralingMeting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: UV-Strahlungsmessung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesureRayonnementUV
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónRadiaciónUV
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس الأشعة فوق البنفسجية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranRadiasiUV
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 紫外线辐射测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LuchtkwaliteitMeting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Luftqualitätsmessung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesureQualitéAir
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónCalidadAire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس جودة الهواء
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranKualitasUdara
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 空气质量测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: CO2Meting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: CO2-Messung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesureCO2
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónCO2
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس ثاني أكسيد الكربون
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranCO2
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 二氧化碳测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: VOCMeting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: VOC-Messung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesureCOV
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónCOV
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس المركبات العضوية المتطايرة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranVOC
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 挥发性有机物测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: TrillingMeting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Vibrationsmessung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesureVibration
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónVibración
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس الاهتزاز
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranVibrasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 振动测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PlaagtellingMeting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Schädlingszählungsmessung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesureComptageNuisibles
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónConteoPlagas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس عدد الآفات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranJumlahHama
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 害虫计数测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: WateractiviteitMeting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Wasseraktivitätsmessung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesureActivitéEau
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónActividadAgua
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس نشاط الماء
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranAktivitasAir
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 水活度测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DauwpuntMeting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Taupunktmessung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: MesurePointRosée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: MediciónPuntoRocío
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قياس نقطة الندى
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PengukuranTitikEmbun
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 露点测量
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MeasurementUnit.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MeasurementUnit.yaml
index 63c607b1b0..6b702f6888 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MeasurementUnit.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MeasurementUnit.yaml
@@ -33,62 +33,153 @@ classes:
       zh: >-
         用于在测量和计算中表达定量值的标准量值参考。
     structured_aliases:
-      nl:
-      - meeteenheid
-      - eenheid
-      de:
-      - Maßeinheit
-      - Einheit
-      fr:
-      - unité de mesure
-      - unité
-      es:
-      - unidad de medida
-      - unidad
-      ar:
-      - وحدة القياس
-      - وحدة
-      id:
-      - satuan pengukuran
-      - satuan
-      zh:
-      - 计量单位
-      - 单位
-    keywords:
-    - measurement unit
-    - quantification
-    - dimension
-    - metric
-    - standard
-    broad_mappings:
-    - qudt:Unit
-    related_mappings:
-    - schema:unitCode
-    slots:
-    - identified_by
-    - has_label
-    - has_description
-    annotations:
-      specificity_score: 0.4
-      specificity_rationale: Cross-domain unit vocabulary for numeric reporting.
-      custodian_types: '["*"]'
-    comments:
-    - 'Preserved from prior description: Measurement-unit concept used for computational or digital quantification.'
-  FrameUnit:
-    is_a: MeasurementUnit
-    description: Unit representing video frame counts.
-  ObjectUnit:
-    is_a: MeasurementUnit
-    description: Unit representing detected object counts.
-  FaceUnit:
-    is_a: MeasurementUnit
-    description: Unit representing detected face counts.
-  PixelUnit:
-    is_a: MeasurementUnit
-    description: Unit representing pixel dimensions or counts.
-  ByteUnit:
-    is_a: MeasurementUnit
-    description: Unit representing byte-based data volume.
-  TokenUnit:
-    is_a: MeasurementUnit
-    description: Unit representing tokenized text counts.
+
+      - literal_form: meeteenheid
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: eenheid
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Maßeinheit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Einheit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: unité de mesure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: unité
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: unidad de medida
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: unidad
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: وحدة القياس
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: وحدة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: satuan pengukuran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: satuan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 计量单位
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 单位
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: measurement unit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: quantification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dimension
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: metric
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: standard
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: qudt:Unit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:unitCode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Measurement-unit concept used for computational or digital quantification.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MediaArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MediaArchiveRecordSetTypes.yaml
index 449da4b420..6f821ddea5 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MediaArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MediaArchiveRecordSetTypes.yaml
@@ -22,6 +22,14 @@ classes:
     description: >-
       Fonds-oriented record set type for records created by media-production
       organizations.
+    keywords:
+    - media production
+    - audiovisual
+    - broadcasting
+    - fonds
+    - television
+    - radio
+    - film
     alt_descriptions:
       nl: Fondsgericht recordsettype voor archiefstukken die door mediaproductieorganisaties zijn gevormd.
       de: Fondsorientierter Recordset-Typ fuer Unterlagen die von Medienproduktionsorganisationen erstellt wurden.
@@ -59,6 +67,14 @@ classes:
     description: >-
       Collection-oriented record set type for broadcast recordings and
       transmission-related media assets.
+    keywords:
+    - broadcast
+    - transmission
+    - recording
+    - radio
+    - television
+    - media assets
+    - collection
     alt_descriptions:
       nl: Collectiegerichte recordsettype voor omroepopnamen en transmissiegerelateerde media-assets.
       de: Sammlungsorientierter Recordset-Typ fuer Rundfunkaufnahmen und uebertragungsbezogene Medienbestaende.
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MilitaryArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MilitaryArchiveRecordSetType.yaml
index bc6c305e97..5952ece5f4 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MilitaryArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MilitaryArchiveRecordSetType.yaml
@@ -37,6 +37,15 @@ classes:
     - {literal_form: 军事档案记录集类型, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - military
+    - armed forces
+    - defense
+    - archive
+    - record set
+    - classifier
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MilitaryArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MilitaryArchiveRecordSetTypes.yaml
index e9f84ba272..1dd5eca4f0 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MilitaryArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MilitaryArchiveRecordSetTypes.yaml
@@ -21,6 +21,13 @@ classes:
     is_a: MilitaryArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Fonds-oriented records of command, operations, and campaign execution.
+    keywords:
+    - military operations
+    - campaigns
+    - battles
+    - command
+    - strategy
+    - fonds
     alt_descriptions:
       nl: Fondsgerichte records over bevelvoering operaties en campagne-uitvoering.
       de: Fondsorientierte Unterlagen zu Fuehrung Operationen und Kampagnendurchfuehrung.
@@ -57,6 +64,13 @@ classes:
     is_a: MilitaryArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Series of personnel-service records for enlistment, career events, and discharge.
+    keywords:
+    - personnel
+    - service records
+    - enlistment
+    - discharge
+    - military career
+    - series
     alt_descriptions:
       nl: Reeks personeelsdossiers over aanstelling loopbaan en ontslag uit militaire dienst.
       de: Serien von Personalakten zu Eintritt Laufbahnereignissen und Entlassung aus dem Militaerdienst.
@@ -93,6 +107,13 @@ classes:
     is_a: MilitaryArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Assembled documentation of regiments, battalions, and other unit histories.
+    keywords:
+    - unit history
+    - regiment
+    - battalion
+    - military units
+    - documentation
+    - collection
     alt_descriptions:
       nl: Samengestelde documentatie over de geschiedenis van regimenten bataljons en andere eenheden.
       de: Zusammengetragene Dokumentation zur Geschichte von Regimentern Bataillonen und weiteren Einheiten.
@@ -129,6 +150,13 @@ classes:
     is_a: MilitaryArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Collection of strategic maps, battle plans, and military cartographic materials.
+    keywords:
+    - maps
+    - cartography
+    - strategic
+    - battle plans
+    - military geography
+    - collection
     alt_descriptions:
       nl: Collectie van strategische kaarten gevechtsplannen en militaire cartografische materialen.
       de: Sammlung strategischer Karten Gefechtsplaene und militaerischer Kartographie.
@@ -165,6 +193,13 @@ classes:
     is_a: MilitaryArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Collection documenting veterans, memorialization, and post-conflict remembrance.
+    keywords:
+    - veterans
+    - memorialization
+    - remembrance
+    - post-conflict
+    - commemoration
+    - collection
     alt_descriptions:
       nl: Collectie met documentatie over veteranen herdenkingspraktijken en herinneringscultuur na conflicten.
       de: Sammlung zur Dokumentation von Veteranen Gedenken und Erinnerungskultur nach Konflikten.
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MonasteryArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MonasteryArchiveRecordSetTypes.yaml
index 9d68810625..acd9a5dcaa 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MonasteryArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MonasteryArchiveRecordSetTypes.yaml
@@ -20,6 +20,13 @@ classes:
     is_a: MonasteryArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Fonds-level records produced by monastic governance and administration.
+    keywords:
+    - monastic
+    - monastery
+    - governance
+    - administration
+    - religious
+    - fonds
     alt_descriptions:
       nl: Fondsniveau-archiefstukken voortgekomen uit monastiek bestuur en administratie.
       de: Unterlagen auf Fondsebene aus klosterlicher Leitung und Verwaltung.
@@ -38,10 +45,10 @@ classes:
     - {literal_form: 修道院治理全宗, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
     - crm:E55_Type
     related_mappings:
     - rico-rst:Fonds
-    - skos:Concept
     slots:
     - has_type
     - has_score
@@ -55,6 +62,13 @@ classes:
     is_a: MonasteryArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Collection of manuscripts, codices, and related written heritage from monastic contexts.
+    keywords:
+    - manuscripts
+    - codices
+    - written heritage
+    - monastic
+    - medieval
+    - collection
     alt_descriptions:
       nl: Collectie van handschriften codices en aanverwant schriftelijk erfgoed uit monastieke contexten.
       de: Sammlung von Handschriften Kodizes und verwandtem schriftlichem Erbe aus klosterlichen Kontexten.
@@ -73,10 +87,10 @@ classes:
     - {literal_form: 修道院手稿集, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
     - crm:E55_Type
     related_mappings:
     - rico-rst:Collection
-    - skos:Concept
     slots:
     - has_type
     - has_score
@@ -90,6 +104,13 @@ classes:
     is_a: MonasteryArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Series documenting land, rights, and property administration of monastic institutions.
+    keywords:
+    - property
+    - land
+    - rights
+    - real estate
+    - monastic
+    - series
     alt_descriptions:
       nl: Reeks die grondbezit rechten en vastgoedadministratie van monastieke instellingen documenteert.
       de: Serie zur Dokumentation von Grundbesitz Rechten und Liegenschaftsverwaltung klosterlicher Einrichtungen.
@@ -108,10 +129,10 @@ classes:
     - {literal_form: 修道院产权记录系列, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
     - crm:E55_Type
     related_mappings:
     - rico-rst:Series
-    - skos:Concept
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MunicipalArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MunicipalArchiveRecordSetType.yaml
index 7a22ad9dfe..a84a917fbd 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MunicipalArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MunicipalArchiveRecordSetType.yaml
@@ -35,6 +35,15 @@ classes:
     - {literal_form: 市政档案记录集类型, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - municipal
+    - city
+    - local government
+    - archive
+    - record set
+    - classifier
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MunicipalArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MunicipalArchiveRecordSetTypes.yaml
index 6ec3b38025..ed397d4e4b 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MunicipalArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MunicipalArchiveRecordSetTypes.yaml
@@ -21,6 +21,14 @@ classes:
     is_a: MunicipalArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Fonds of municipal council governance records, decisions, and ordinances.
+    keywords:
+    - council
+    - governance
+    - municipal
+    - decisions
+    - ordinances
+    - resolutions
+    - fonds
     alt_descriptions:
       nl: Fonds met archiefstukken over gemeenteraadsbestuur besluiten en verordeningen.
       de: Fonds mit Unterlagen zu Gemeinderatsgovernance Beschluessen und Satzungen.
@@ -39,10 +47,10 @@ classes:
     - {literal_form: 市议会治理全宗, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
     - crm:E55_Type
     related_mappings:
     - rico-rst:Fonds
-    - skos:Concept
     slots: [has_type, has_score, has_note, has_scope]
     slot_usage:
       has_type:
@@ -53,6 +61,14 @@ classes:
     is_a: MunicipalArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Series of civil-status records such as birth, marriage, death, and population registers.
+    keywords:
+    - civil registry
+    - birth
+    - marriage
+    - death
+    - population
+    - vital records
+    - series
     alt_descriptions:
       nl: Reeks burgerlijke-standregisters zoals geboorte- huwelijks- overlijdens- en bevolkingsregisters.
       de: Serie von Personenstandsunterlagen wie Geburts- Heirats- Sterbe- und Bevoelkerungsregistern.
@@ -71,10 +87,10 @@ classes:
     - {literal_form: 民事登记系列, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
     - crm:E55_Type
     related_mappings:
     - rico-rst:Series
-    - skos:Concept
     slots: [has_type, has_score, has_note, has_scope]
     slot_usage:
       has_type:
@@ -85,6 +101,13 @@ classes:
     is_a: MunicipalArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Fonds documenting municipal departments and execution of public services.
+    keywords:
+    - administration
+    - municipal
+    - departments
+    - public services
+    - governance
+    - fonds
     alt_descriptions:
       nl: Fonds die gemeentelijke diensten en de uitvoering van publieke taken documenteert.
       de: Fonds zur Dokumentation kommunaler Aemter und der Durchfuehrung oeffentlicher Dienstleistungen.
@@ -103,10 +126,10 @@ classes:
     - {literal_form: 市政行政全宗, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
     - crm:E55_Type
     related_mappings:
     - rico-rst:Fonds
-    - skos:Concept
     slots: [has_type, has_score, has_note, has_scope]
     slot_usage:
       has_type:
@@ -117,6 +140,13 @@ classes:
     is_a: MunicipalArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Collection of planning maps, permits, and records of built-environment development.
+    keywords:
+    - urban planning
+    - maps
+    - permits
+    - built environment
+    - zoning
+    - collection
     alt_descriptions:
       nl: Collectie met planologische kaarten vergunningen en dossiers over ruimtelijke ontwikkeling.
       de: Sammlung von Planungsplaenen Genehmigungen und Unterlagen zur baulichen Entwicklung.
@@ -135,10 +165,10 @@ classes:
     - {literal_form: 城市规划档案集, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
     - crm:E55_Type
     related_mappings:
     - rico-rst:Collection
-    - skos:Concept
     slots: [has_type, has_score, has_note, has_scope]
     slot_usage:
       has_type:
@@ -149,6 +179,13 @@ classes:
     is_a: MunicipalArchiveRecordSetType
     class_uri: rico:RecordSetType
     description: Collection of local-history documentation including photographs, ephemera, and community memory materials.
+    keywords:
+    - local history
+    - photographs
+    - ephemera
+    - community memory
+    - municipal
+    - collection
     alt_descriptions:
       nl: Collectie lokale geschiedenisdocumentatie waaronder foto s efemera en gemeenschapsgeheugenmateriaal.
       de: Sammlung lokalhistorischer Dokumentation mit Fotos Ephemera und Materialien des Gemeinschaftsgedaechtnisses.
@@ -167,10 +204,10 @@ classes:
     - {literal_form: 地方史文献集, predicate: EXACT_SYNONYM, in_language: zh}
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
     - crm:E55_Type
     related_mappings:
     - rico-rst:Collection
-    - skos:Concept
     slots: [has_type, has_score, has_note, has_scope]
     slot_usage:
       has_type:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MuseumType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MuseumType.yaml
index e7b509451b..d93a44ad1b 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MuseumType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MuseumType.yaml
@@ -76,11 +76,29 @@ classes:
         - equals_string: hc:MuseumType
     notes:
     - |
-      Preserved from prior description (commit 6e634651):
+      Specialized custodian type for museums - institutions that collect, preserve,
+      research, and exhibit objects of artistic, cultural, historical, or scientific
+      significance for public education and enjoyment.
 
-      Preserved from prior description (commit 6e634651):
+      **Wikidata Base Concept**: Q33506 (museum)
 
-      "Specialized custodian type for museums - institutions that collect, preserve,\nresearch, and exhibit objects of artistic, cultural, historical, or scientific\nsignificance for public education and enjoyment.\n\n**Wikidata Base Concept**: Q33506 (museum)\n\n**Scope**:\nMuseums are distinguished by their focus on:\n- Object-based collections (artifacts, specimens, artworks)\n- Public exhibitions and interpretation\n- Educational programming\n- Conservation and research\n- Tangible cultural/natural heritage\n\n**Key Museum Subtypes** (187+ extracted from Wikidata):\n\n**By Subject Matter**:\n- Art museums (Q207694) - Fine arts and visual arts\n- History museums (Q588140) - Historical artifacts and narratives\n- Science museums (Q588140) - Scientific phenomena and technology\n- Natural history museums (Q559049) - Biological and geological specimens\n- Anthropology museums (Q57566) - Cultural and ethnic heritage\n- Military museums (Q1520008) - Armed forces and warfare history\n\
+      **Scope**:
+      Museums are distinguished by their focus on:
+      - Object-based collections (artifacts, specimens, artworks)
+      - Public exhibitions and interpretation
+      - Educational programming
+      - Conservation and research
+      - Tangible cultural/natural heritage
+
+      **Key Museum Subtypes** (187+ extracted from Wikidata):
+
+      **By Subject Matter**:
+      - Art museums (Q3196771) - Fine arts and visual arts institutions
+      - History museums (Q16735822) - Historical artifacts and narratives
+      - Science museums (Q588140) - Scientific phenomena and technology
+      - Natural history museums (Q1970365) - Biological and geological specimens
+      - Anthropology museums (Q208374) - Cultural and ethnic heritage
+      - Military museums (Q2772772) - Armed forces and warfare history
     annotations:
       skos:prefLabel: Museum
       specificity_score: 0.1
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/MusicArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/MusicArchiveRecordSetTypes.yaml
index 31a6300449..14cd35743a 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/MusicArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/MusicArchiveRecordSetTypes.yaml
@@ -39,9 +39,14 @@ classes:
     broad_mappings:
     - rico:RecordSetType
     - crm:E55_Type
+    - skos:Concept
     related_mappings:
     - rico-rst:Collection
-    - skos:Concept
+    keywords:
+    - scores
+    - manuscript notation
+    - compositional materials
+    - music manuscripts
     slots: [has_type, has_score, has_note]
     slot_usage:
       has_type:
@@ -71,9 +76,14 @@ classes:
     broad_mappings:
     - rico:RecordSetType
     - crm:E55_Type
+    - skos:Concept
     related_mappings:
     - rico-rst:Series
-    - skos:Concept
+    keywords:
+    - live recordings
+    - studio recordings
+    - broadcast recordings
+    - performance documentation
     slots: [has_type, has_score, has_note]
     slot_usage:
       has_type:
@@ -103,9 +113,14 @@ classes:
     broad_mappings:
     - rico:RecordSetType
     - crm:E55_Type
+    - skos:Concept
     related_mappings:
     - rico-rst:Collection
-    - skos:Concept
+    keywords:
+    - personal papers
+    - working documentation
+    - composer archives
+    - musical sketches
     slots: [has_type, has_score, has_note]
     slot_usage:
       has_type:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Name.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Name.yaml
index 4ec0f59259..93dfabbf4f 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Name.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Name.yaml
@@ -39,59 +39,168 @@ classes:
       zh: >-
         分配给实体的名称或标签，可选择按类型和表达语言分类。
     structured_aliases:
-      nl:
-      - naam
-      - benaming
-      - aanduiding
-      de:
-      - Name
-      - Bezeichnung
-      fr:
-      - nom
-      - appellation
-      es:
-      - nombre
-      - denominación
-      ar:
-      - اسم
-      - تسمية
-      id:
-      - nama
-      - sebutan
-      zh:
-      - 名称
-      - 命名
-    keywords:
-    - name
-    - label
-    - designation
-    - multilingual
-    - entity identification
 
-    slots:
-    - has_label
-    - has_type
-    - has_language
+      - literal_form: naam
 
-    slot_usage:
-      has_label:
-        required: true
-        examples:
-        - value: "Dodo"
-        - value: "Dronte"
-      has_type:
-        range: NameType
-        required: false
-        examples:
-        - value: CommonName
-        - value: ScientificName
-      has_language:
-#         range: string
-        required: false
-        examples:
-        - value: "en"
-        - value: "nl"
-        - value: "la"
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: benaming
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: aanduiding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Bezeichnung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: nom
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: appellation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: nombre
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: denominación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تسمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: nama
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: sebutan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 名称
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 命名
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: designation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: multilingual
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: entity identification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_language
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "value: \"Dodo\""
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "value: \"Dronte\""
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "value: CommonName"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "value: ScientificName"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
     close_mappings:
     - schema:name
     - skos:prefLabel
@@ -100,6 +209,33 @@ classes:
     - dwc:vernacularName
     - schema:alternateName
 
+    keywords:
+    - name
+    - label
+    - designation
+    - multilingual
+    slots:
+    - has_label
+    - has_type
+    - has_language
+    slot_usage:
+      has_label:
+        required: true
+        examples:
+        - value: "Dodo"
+        - value: "Dronte"
+      has_type:
+        required: false
+        examples:
+        - value: CommonName
+        - value: ScientificName
+      has_language:
+        required: false
+        examples:
+        - value: "en"
+        - value: "nl"
+        - value: "la"
+
     notes:
     - |
       Preserved from prior description (commit 6e634651):
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/NameType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/NameType.yaml
index 4f83f7daf3..0dc4626019 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/NameType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/NameType.yaml
@@ -38,45 +38,141 @@ classes:
       zh: >-
         用于分类分配给实体的名称和标签的抽象分类方案。
     structured_aliases:
-      nl:
-      - naamtype
-      - aanduidingscategorie
-      de:
-      - Namenstyp
-      - Bezeichnungskategorie
-      fr:
-      - type de nom
-      - catégorie de désignation
-      es:
-      - tipo de nombre
-      - categoría de designación
-      ar:
-      - نوع الاسم
-      - فئة التسمية
-      id:
-      - jenis nama
-      - kategori penunjukan
-      zh:
-      - 名称类型
-      - 命名类别
+
+      - literal_form: naamtype
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: aanduidingscategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Namenstyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Bezeichnungskategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type de nom
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: catégorie de désignation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de nombre
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: categoría de designación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع الاسم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: فئة التسمية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis nama
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kategori penunjukan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 名称类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 命名类别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: name type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: designation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: label classification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: nomenclature
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
     keywords:
-    - name type
-    - designation
-    - label classification
+    - name classification
+    - designation type
     - nomenclature
     slots:
     - has_label
     - has_description
-
     slot_usage:
       has_label:
-#         range: string
         required: true
         examples:
         - value: "Common Name"
         - value: "Scientific Name"
       has_description:
-#         range: string
         required: false
 
     close_mappings:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/NameTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/NameTypes.yaml
index ff5365f11e..cc480513f5 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/NameTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/NameTypes.yaml
@@ -16,84 +16,651 @@ classes:
   CommonName:
     is_a: NameType
     class_uri: hc:CommonName
-    description: Vernacular or commonly used name for an entity in a given language.
-    close_mappings:
-    - dwc:vernacularName
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: Common names used across biological and cultural heritage.
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - skos:Concept
-  ScientificName:
-    is_a: NameType
-    class_uri: hc:ScientificName
-    description: Scientific name expressed under a formal nomenclatural standard.
-    close_mappings:
-    - dwc:scientificName
-    annotations:
-      specificity_score: 0.7
-      specificity_rationale: Scientific names specific to biological/taxonomic contexts.
-    broad_mappings:
-    - skos:Concept
-  OfficialName:
-    is_a: NameType
-    class_uri: hc:OfficialName
-    description: Official or legally recognized name of an entity.
-    close_mappings:
-    - skos:prefLabel
-    - schema:legalName
-    annotations:
-      specificity_score: 0.4
-      specificity_rationale: Official names apply to organizations, places, and formal
-        entities.
-    broad_mappings:
-    - skos:Concept
-  TradeName:
-    is_a: NameType
-    class_uri: hc:TradeName
-    description: Commercial or brand name used in public-facing contexts.
-    close_mappings:
-    - schema:alternateName
-    annotations:
-      specificity_score: 0.55
-      specificity_rationale: Trade names specific to commercial/corporate contexts.
-    broad_mappings:
-    - skos:Concept
-  HistoricalName:
-    is_a: NameType
-    class_uri: hc:HistoricalName
-    description: Former name retained for historical reference.
-    annotations:
-      specificity_score: 0.45
-      specificity_rationale: Historical names applicable across all heritage domains.
-    broad_mappings:
-    - skos:Concept
-  IndigenousName:
-    is_a: NameType
-    class_uri: hc:IndigenousName
-    description: Name expressed in an indigenous or minority language.
-    annotations:
-      specificity_score: 0.5
-      specificity_rationale: Indigenous names particularly relevant for cultural heritage
-        and decolonization.
-    broad_mappings:
-    - skos:Concept
-  Abbreviation:
-    is_a: NameType
-    class_uri: hc:Abbreviation
-    description: Shortened form of a name, including acronyms and initialisms.
-    annotations:
-      specificity_score: 0.35
-      specificity_rationale: Abbreviations common across all naming contexts.
-    broad_mappings:
-    - skos:Concept
-  NickName:
-    is_a: NameType
-    class_uri: hc:NickName
-    description: Informal or colloquial name used in everyday communication.
-    annotations:
-      specificity_score: 0.4
-      specificity_rationale: Nicknames used informally across heritage contexts.
-    broad_mappings:
-    - skos:Concept
+    description: >-
+      Vernacular or colloquial designation used in everyday language within a specific cultural context.
+    alt_descriptions:
+      nl: >-
+        Volkse of informele benaming die in de alledaagse taal binnen een specifieke culturele context wordt gebruikt.
+      de: >-
+        Volkstümliche oder umgangssprachliche Bezeichnung, die in der Alltagssprache innerhalb eines bestimmten kulturellen Kontextes verwendet wird.
+      fr: >-
+        Désignation vernaculaire ou familière utilisée dans le langage courant dans un contexte culturel spécifique.
+      es: >-
+        Designación vernácula o coloquial utilizada en el lenguaje cotidiano dentro de un contexto cultural específico.
+      ar: >-
+        تسمية عامية أو شائعة تستخدم في اللغة اليومية ضمن سياق ثقافي محدد.
+      id: >-
+        Sebutan vernakular atau sehari-hari yang digunakan dalam bahasa sehari-hari dalam konteks budaya tertentu.
+      zh: >-
+        在特定文化语境的日常语言中使用的俗称或通俗名称。
+    structured_aliases:
+
+      - literal_form: TrivialeNaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Trivialname
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomVernaculaire
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreComún
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم شائع
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaUmum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 俗名
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: WetenschappelijkeNaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: WissenschaftlicherName
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomScientifique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreCientífico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم علمي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaIlmiah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 学名
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OfficiëleNaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: OffiziellerName
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomOfficiel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreOficial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم رسمي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaResmi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 官方名称
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Handelsnaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Handelsname
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomCommercial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreComercial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم تجاري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaDagang
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 商号
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: HistorischeNaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: HistorischerName
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomHistorique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreHistórico
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم تاريخي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaHistoris
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 历史名称
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: InheemseNaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: IndigenerName
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: NomAutochtone
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: NombreIndígena
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اسم أصلي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: NamaPribumi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 土著名称
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Afkorting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Abkürzung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Abréviation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Abreviatura
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: اختصار
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Singkatan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 缩写
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Bijnaam
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Spitzname
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Surnom
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Apodo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: لقب
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Julukan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 昵称
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/NanIsilEnrichment.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/NanIsilEnrichment.yaml
index c191c0f788..ec03725bf2 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/NanIsilEnrichment.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/NanIsilEnrichment.yaml
@@ -31,46 +31,153 @@ classes:
       zh: >-
         记录与荷兰国家档案馆ISIL标识符注册表成功匹配的丰富记录。
     structured_aliases:
-      nl:
-      - NAN-ISIL verrijking
-      - Nationaal Archief match
-      de:
-      - NAN-ISIL-Anreicherung
-      - Nationalarchiv-Abgleich
-      fr:
-      - enrichissement NAN-ISIL
-      - correspondance Archives nationales
-      es:
-      - enriquecimiento NAN-ISIL
-      - coincidencia Archivo Nacional
-      ar:
-      - إثران NAN-ISIL
-      - تطابق الأرشيف الوطني
-      id:
-      - pengayaan NAN-ISIL
-      - kecocokan Arsip Nasional
-      zh:
-      - NAN-ISIL丰富
-      - 国家档案馆匹配
-    keywords:
-    - ISIL enrichment
-    - National Archives
-    - identifier matching
-    - Dutch registry
-    class_uri: prov:Entity
-    broad_mappings:
-    - prov:Entity
-    close_mappings:
-    - dcterms:Identifier
-    related_mappings:
-    - prov:PrimarySource
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    slots:
-    - has_source
-    - has_url
-    - has_note
-    comments:
-    - 'Preserved from prior description: Enrichment record describing a match against the Nationaal Archief ISIL registry.'
+
+      - literal_form: NAN-ISIL verrijking
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Nationaal Archief match
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: NAN-ISIL-Anreicherung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Nationalarchiv-Abgleich
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: enrichissement NAN-ISIL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: correspondance Archives nationales
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: enriquecimiento NAN-ISIL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: coincidencia Archivo Nacional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: إثران NAN-ISIL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تطابق الأرشيف الوطني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: pengayaan NAN-ISIL
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kecocokan Arsip Nasional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: NAN-ISIL丰富
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 国家档案馆匹配
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ISIL enrichment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: National Archives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identifier matching
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Dutch registry
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcterms:Identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:PrimarySource
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_note
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Enrichment record describing a match against the Nationaal Archief ISIL registry.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/NationalArchivesRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/NationalArchivesRecordSetType.yaml
index 0f3ff7cecd..e917c5a28e 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/NationalArchivesRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/NationalArchivesRecordSetType.yaml
@@ -40,6 +40,21 @@ classes:
     class_uri: rico:RecordSetType
     broad_mappings:
       - rico:RecordSetType
+      - skos:Concept
+      - crm:E55_Type
+    structured_aliases:
+    - {literal_form: nationaal archief recordsettype, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: Nationalarchiv-Recordsettyp, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: type de jeu de documents des archives nationales, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: tipo de conjunto documental de archivos nacionales, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: نوع مجموعة سجلات الأرشيف الوطني, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: tipe set rekaman arsip nasional, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 国家档案记录集类型, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+    - governmental records
+    - state papers
+    - documentary heritage
+    - national significance
     see_also:
     - NationalArchives
     - rico:RecordSetType
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/NationalTreasure.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/NationalTreasure.yaml
index 696dba93f0..b28aac6ff8 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/NationalTreasure.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/NationalTreasure.yaml
@@ -31,55 +31,171 @@ classes:
       zh: >-
         持有具有特殊国家文化意义的法律保护物品的机构的机构分类。
     structured_aliases:
-      nl:
-        - nationale schat
-        - nationaal erfgoed
-      de:
-        - Nationalschatz
-        - nationales Erbe
-      fr:
-        - trésor national
-        - patrimoine national
-      es:
-        - tesoro nacional
-        - patrimonio nacional
-      ar:
-        - الكنز الوطني
-        - التراث الوطني
-      id:
-        - harta nasional
-        - warisan nasional
-      zh:
-        - 国宝
-        - 国家珍宝
-    keywords:
-      - national treasure
-      - national heritage
-      - cultural property
-      - protected items
-      - heritage designation
-    is_a: ArchiveOrganizationType
-    class_uri: skos:Concept
-    slots:
-    - has_score
-    - identified_by
-    slot_usage:
-      identified_by:
-      custodian_only:
-        equals_string: 'true'
-    annotations:
-      skos:prefLabel: National Treasure
-      skos:altLabel: "Nationaler Schatz, tesoro nacional, tr\xE9sor national"
-      designation_type: national heritage
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
-    see_also:
-    - NationalTreasureOfFrance
-    - WorldHeritageSite
-    - CulturalProperty
-    comments:
-    - 'CUSTODIAN-ONLY: No rico:RecordSetType counterpart'
-    - Designation for items of exceptional national importance
-    - Legal protection varies by country
-    - Represents custodial responsibility, not the items themselves
+
+      - literal_form: nationale schat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: nationaal erfgoed
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Nationalschatz
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: nationales Erbe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: trésor national
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: patrimoine national
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tesoro nacional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: patrimonio nacional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الكنز الوطني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: التراث الوطني
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: harta nasional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: warisan nasional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 国宝
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 国家珍宝
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: national treasure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: national heritage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: cultural property
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: protected items
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: heritage designation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: NationalTreasureOfFrance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: WorldHeritageSite
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: CulturalProperty
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'CUSTODIAN-ONLY: No rico:RecordSetType counterpart'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Designation for items of exceptional national importance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Legal protection varies by country
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Represents custodial responsibility, not the items themselves
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/NetAsset.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/NetAsset.yaml
index f0802cd824..9017f837d5 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/NetAsset.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/NetAsset.yaml
@@ -27,38 +27,129 @@ classes:
       zh: >-
         通过从总资产中减去总负债计算出的剩余价值，代表组织权益。
     structured_aliases:
-      nl:
-        - nettowaarde
-        - eigen vermogen
-      de:
-        - Nettovermögen
-        - Eigenkapital
-      fr:
-        - actif net
-        - capitaux propres
-      es:
-        - activo neto
-        - patrimonio neto
-      ar:
-        - صافي الأصول
-        - حقوق الملكية
-      id:
-        - aset bersih
-        - ekuitas
-      zh:
-        - 净资产
-        - 所有者权益
-    keywords:
-      - net asset
-      - equity
-      - net worth
-      - financial position
-      - balance sheet
-    broad_mappings:
-      - schema:MonetaryAmount
-    slots:
-    - has_currency
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
+
+      - literal_form: nettowaarde
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: eigen vermogen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Nettovermögen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Eigenkapital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: actif net
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: capitaux propres
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: activo neto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: patrimonio neto
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: صافي الأصول
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: حقوق الملكية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: aset bersih
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: ekuitas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 净资产
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 所有者权益
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: net asset
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: equity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: net worth
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: financial position
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: balance sheet
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:MonetaryAmount
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_currency
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/NewspaperClippingsArchive.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/NewspaperClippingsArchive.yaml
index 7d1ccb47fc..31c030b7c1 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/NewspaperClippingsArchive.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/NewspaperClippingsArchive.yaml
@@ -34,63 +34,219 @@ classes:
       zh: >-
         专门收集、整理和提供按主题或实体组织的报纸和期刊剪报访问的机构。
     structured_aliases:
-      nl:
-        - krantenknipselarchief
-        - persknipselarchief
-      de:
-        - Zeitungsausschnittsarchiv
-        - Pressearchiv
-      fr:
-        - archives de coupures de presse
-        - pressoir
-      es:
-        - archivo de recortes de prensa
-        - hemeroteca de recortes
-      ar:
-        - أرشيف قصاصات الصحف
-        - أرشيف الصحافة
-      id:
-        - arsip kliping koran
-        - arsip pers
-      zh:
-        - 报纸剪报档案馆
-        - 剪报资料馆
-    keywords:
-      - newspaper clippings
-      - press archive
-      - periodical cuttings
-      - subject file
-      - press documentation
-    is_a: ArchiveOrganizationType
-    class_uri: schema:ArchiveOrganization
-    slots:
-    - has_type
-    - hold_record_set
-    - has_score
-    - identified_by
-    close_mappings:
-    - rico:CorporateBody
-    - skos:Concept
-    - wd:Q65651503
-    broad_mappings:
-    - wd:Q166118
-    slot_usage:
-      identified_by: null
-    annotations:
-      skos:prefLabel: Newspaper Clippings Archive
-      skos:altLabel: "Zeitungsausschnittsarchiv, archivo de recortes de peri\xF3dicos, tijdschriftenknipselarchief, Press Clippings Archive, Clippings File"
-      media_type: newspaper/periodical excerpts
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
-    see_also:
-    - PressArchive
-    - OnlineNewsArchive
-    - MediaArchive
-    comments:
-    - Zeitungsausschnittsarchiv (de)
-    - "archivo de recortes de peri\xF3dicos (es)"
-    - tijdschriftenknipselarchief (nl)
-    - Historical research tool largely superseded by digital
-    - Organized by subject, person, or organization
-    - Valuable for historical media research
+
+      - literal_form: krantenknipselarchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: persknipselarchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Zeitungsausschnittsarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Pressearchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: archives de coupures de presse
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: pressoir
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archivo de recortes de prensa
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: hemeroteca de recortes
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أرشيف قصاصات الصحف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: أرشيف الصحافة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: arsip kliping koran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: arsip pers
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 报纸剪报档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 剪报资料馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: newspaper clippings
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: press archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: periodical cuttings
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: subject file
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: press documentation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hold_record_set
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:CorporateBody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q65651503
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q166118
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PressArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OnlineNewsArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MediaArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Zeitungsausschnittsarchiv (de)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "archivo de recortes de peri\xF3dicos (es)"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: tijdschriftenknipselarchief (nl)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Historical research tool largely superseded by digital
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Organized by subject, person, or organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Valuable for historical media research
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/NobilityArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/NobilityArchiveRecordSetType.yaml
index 636e08df49..9cd4ac8ea0 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/NobilityArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/NobilityArchiveRecordSetType.yaml
@@ -41,6 +41,21 @@ classes:
     class_uri: rico:RecordSetType
     broad_mappings:
       - rico:RecordSetType
+      - skos:Concept
+      - crm:E55_Type
+    structured_aliases:
+    - {literal_form: adelarchief recordsettype, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: Adelsarchiv-Recordsettyp, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: type de jeu de documents d archives nobiliaires, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: tipo de conjunto documental de archivos nobiliarios, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: نوع مجموعة سجلات أرشيف النبلاء, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: tipe set rekaman arsip bangsawan, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 贵族档案记录集类型, predicate: EXACT_SYNONYM, in_language: zh}
+    keywords:
+    - genealogical records
+    - estate documentation
+    - aristocratic papers
+    - lineage archives
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/NormalizedLocation.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/NormalizedLocation.yaml
index d59fe918b0..e1a59660b7 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/NormalizedLocation.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/NormalizedLocation.yaml
@@ -32,51 +32,189 @@ classes:
       zh: >-
         具有解析地址元素和可选地理空间坐标的标准化地理参考。
     structured_aliases:
-      nl:
-      - genormaliseerde locatie
-      - gestandaardiseerd adres
-      de:
-      - normalisierter Standort
-      - standardisierte Adresse
-      fr:
-      - localité normalisée
-      - adresse normalisée
-      es:
-      - ubicación normalizada
-      - dirección normalizada
-      ar:
-      - الموقع المعياري
-      - العنوان الموحد
-      id:
-      - lokasi ternormalisasi
-      - alamat terstandarisasi
-      zh:
-      - 规范化位置
-      - 标准化地址
-    keywords:
-    - address normalization
-    - geocoding
-    - location standardization
-    - postal address
-    - geographic coordinates
-    class_uri: locn:Address
-    broad_mappings:
-    - schema:Place
-    - locn:Address
-    close_mappings:
-    - geo:SpatialThing
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    slots:
-    - has_latitude
-    - has_longitude
-    - has_geographic_subdivision
-    - has_code
-    - in_country
-    - has_postal_code
-    - has_coordinates
-    - has_note
-    comments:
-    - 'Preserved from prior description: Normalized location representation with standardized address components and optional coordinates.'
+
+      - literal_form: genormaliseerde locatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: gestandaardiseerd adres
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: normalisierter Standort
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: standardisierte Adresse
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: localité normalisée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: adresse normalisée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ubicación normalizada
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: dirección normalizada
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الموقع المعياري
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: العنوان الموحد
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: lokasi ternormalisasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: alamat terstandarisasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 规范化位置
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 标准化地址
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: address normalization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geocoding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: location standardization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: postal address
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geographic coordinates
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Place
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: locn:Address
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geo:SpatialThing
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_latitude
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_longitude
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_geographic_subdivision
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_code
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: in_country
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_postal_code
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_coordinates
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_note
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Normalized location representation with standardized address components and optional coordinates.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/OnlineNewsArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/OnlineNewsArchiveRecordSetType.yaml
index dd28904682..6f537fb5ac 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/OnlineNewsArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/OnlineNewsArchiveRecordSetType.yaml
@@ -24,15 +24,24 @@ classes:
       id: Tipe set rekaman untuk mengklasifikasikan koleksi yang dikelola arsip berita daring.
       zh: 用于分类在线新闻档案机构所管藏品的记录集类型。
     structured_aliases:
-    - {literal_form: online nieuwsarchief-recordsettype, in_language: nl}
-    - {literal_form: Online-Nachrichtenarchiv-Recordsettyp, in_language: de}
-    - {literal_form: type de jeu de documents d archive de presse en ligne, in_language: fr}
-    - {literal_form: tipo de conjunto documental de archivo de noticias en linea, in_language: es}
-    - {literal_form: نوع مجموعة سجلات لأرشيف الأخبار الإلكتروني, in_language: ar}
-    - {literal_form: tipe set rekaman arsip berita daring, in_language: id}
-    - {literal_form: 在线新闻档案记录集类型, in_language: zh}
+    - {literal_form: online nieuwsarchief-recordsettype, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: Online-Nachrichtenarchiv-Recordsettyp, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: type de jeu de documents d archive de presse en ligne, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: tipo de conjunto documental de archivo de noticias en linea, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: نوع مجموعة سجلات لأرشيف الأخبار الإلكتروني, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: tipe set rekaman arsip berita daring, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 在线新闻档案记录集类型, predicate: EXACT_SYNONYM, in_language: zh}
     is_a: CollectionType
     class_uri: rico:RecordSetType
+    broad_mappings:
+    - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - digital news
+    - online journalism
+    - web archives
+    - news collections
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/OrganizerRole.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/OrganizerRole.yaml
index 69aea5cea1..8b5c7dc33b 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/OrganizerRole.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/OrganizerRole.yaml
@@ -35,103 +35,225 @@ classes:
       zh: >-
         实体在协调、策划或制作活动、展览或项目中的功能能力。
     structured_aliases:
-      nl:
-        - organisatorrol
-        - coördinatiefunctie
-      de:
-        - Veranstalterrolle
-        - Koordinationsfunktion
-      fr:
-        - rôle d'organisateur
-        - fonction de coordination
-      es:
-        - rol de organizador
-        - función de coordinación
-      ar:
-        - دور المنظم
-        - وظيفة التنسيق
-      id:
-        - peran penyelenggara
-        - fungsi koordinasi
-      zh:
-        - 组织者角色
-        - 协调职能
-    keywords:
-      - organizer role
-      - event coordination
-      - exhibition organizer
-      - program planner
-      - production role
-    broad_mappings:
-      - schema:Role
-    close_mappings:
-      - prov:Role
-    
-    slots:
-      - role_type
-      - role_description
-    slot_usage:
-      role_type:
-        range: OrganizerRoleTypeEnum
-        required: true
-        examples:
-          - value: PRIMARY
-          - value: CO_ORGANIZER
-      role_description:
-        required: false
-    notes:
-      - |
-        Preserved from prior description (commit 6e634651):
 
-        Role of an organizer in an event, exhibition, or program.
+      - literal_form: organisatorrol
 
-        **Purpose**:
-        Distinguishes between different types of organizational involvement:
-        - PRIMARY: Main organizing institution
-        - CO_ORGANIZER: Partner institution with significant organizational role
-        - SPONSOR_ORGANIZER: Sponsor with curatorial/organizational input
-        - LENDING_INSTITUTION: Institution lending objects with exhibition involvement
-        - HOST_VENUE: Venue hosting a traveling exhibition
+        predicate: EXACT_SYNONYM
 
-        **Pattern**:
-        Used with Organizer class to specify the role of an organizing entity.
+        in_language: nl
 
-        **Ontological Alignment**:
-        - **Primary**: `schema:Role` - Schema.org role
-        - **Close**: `prov:Role` - PROV-O role in activity
-    annotations:
-      specificity_score: 0.65
-      specificity_rationale: "Fairly specific - applies to event/exhibition organization contexts"
-      custodian_types: '["M", "G", "A", "L", "R"]'
-      custodian_types_rationale: "Primarily used by museums, galleries, archives, libraries, research centers that organize exhibitions"
-    
-    comments:
-      - "Created per slot_fixes.yaml revision for co_organized_by migration"
-      - "Used with Organizer class to specify organizational involvement"
-      - "RULE 53: Part of co_organized_by → has_organizer + Organizer migration"
-      - "OrganizerRoleTypeEnum provides controlled values (PRIMARY, CO_ORGANIZER, SPONSOR_ORGANIZER, LENDING_INSTITUTION, HOST_VENUE, SUPPORTING_PARTNER, ADVISOR)."
-    
-slots:
-  role_type:
-    slot_uri: schema:roleName
-    description: Type of organizer role
-    range: OrganizerRoleTypeEnum
-    required: true
-  
-  role_description:
-    slot_uri: schema:description
-    description: Additional description of the organizational role
-    range: string
-    required: false
+      - literal_form: coördinatiefunctie
 
-enums:
-  OrganizerRoleTypeEnum:
-    description: Types of organizer roles
-    permissible_values:
-      PRIMARY:
-      CO_ORGANIZER:
-      SPONSOR_ORGANIZER:
-      LENDING_INSTITUTION:
-      HOST_VENUE:
-      SUPPORTING_PARTNER:
-      ADVISOR:
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Veranstalterrolle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Koordinationsfunktion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: rôle d'organisateur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: fonction de coordination
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: rol de organizador
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: función de coordinación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دور المنظم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: وظيفة التنسيق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: peran penyelenggara
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: fungsi koordinasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 组织者角色
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 协调职能
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: organizer role
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: event coordination
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: exhibition organizer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: program planner
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: production role
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Role
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Role
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: role_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: role_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: PRIMARY
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: CO_ORGANIZER
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: |
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PRIMARY: Main organizing institution
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: CO_ORGANIZER: Partner institution with significant organizational role
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: SPONSOR_ORGANIZER: Sponsor with curatorial/organizational input
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LENDING_INSTITUTION: Institution lending objects with exhibition involvement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: HOST_VENUE: Venue hosting a traveling exhibition
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: **Primary**: `schema:Role` - Schema.org role
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: **Close**: `prov:Role` - PROV-O role in activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Created per slot_fixes.yaml revision for co_organized_by migration"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Used with Organizer class to specify organizational involvement"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "RULE 53: Part of co_organized_by → has_organizer + Organizer migration"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "OrganizerRoleTypeEnum provides controlled values (PRIMARY, CO_ORGANIZER, SPONSOR_ORGANIZER, LENDING_INSTITUTION, HOST_VENUE, SUPPORTING_PARTNER, ADVISOR)."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/OriginalEntryCoordinates.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/OriginalEntryCoordinates.yaml
index 8a45042404..dd85178c84 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/OriginalEntryCoordinates.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/OriginalEntryCoordinates.yaml
@@ -31,46 +31,159 @@ classes:
       zh: >-
         从原始数据源逐字保存的地理定位数据，未经转换。
     structured_aliases:
-      nl:
-        - originele coördinaten
-        - broncoördinaten
-      de:
-        - Originalkoordinaten
-        - Quellkoordinaten
-      fr:
-        - coordonnées d'origine
-        - coordonnées source
-      es:
-        - coordenadas originales
-        - coordenadas fuente
-      ar:
-        - الإحداثيات الأصلية
-        - إحداثيات المصدر
-      id:
-        - koordinat asli
-        - koordinat sumber
-      zh:
-        - 原始坐标
-        - 源坐标
-    keywords:
-      - original coordinates
-      - source location
-      - geographic data
-      - latitude longitude
-      - verbatim position
-    class_uri: geo:Point
-    close_mappings:
-    - schema:GeoCoordinates
-    related_mappings:
-    - prov:Entity
-    - geo:SpatialThing
-    comments:
-      - "Supports common source-field variants (lat/lon, latitude/longitude) via slot aliases."
-      - "Ontology alignment: geo:Point for point coordinates; schema:GeoCoordinates for web-centric representation."
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    slots:
-    - has_latitude
-    - has_longitude
+
+      - literal_form: originele coördinaten
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: broncoördinaten
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Originalkoordinaten
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Quellkoordinaten
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: coordonnées d'origine
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: coordonnées source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: coordenadas originales
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: coordenadas fuente
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الإحداثيات الأصلية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: إحداثيات المصدر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: koordinat asli
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: koordinat sumber
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 原始坐标
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 源坐标
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: original coordinates
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: source location
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geographic data
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: latitude longitude
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: verbatim position
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:GeoCoordinates
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geo:SpatialThing
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Supports common source-field variants (lat/lon, latitude/longitude) via slot aliases."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Ontology alignment: geo:Point for point coordinates; schema:GeoCoordinates for web-centric representation."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_latitude
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_longitude
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/OriginalEntryWikidata.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/OriginalEntryWikidata.yaml
index 903df918b1..4acd29a27b 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/OriginalEntryWikidata.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/OriginalEntryWikidata.yaml
@@ -32,44 +32,147 @@ classes:
       zh: >-
         保留从源知识库获得的Wikidata实体标识符、标签和元数据的结构化引用。
     structured_aliases:
-      nl:
-        - wikidata bronvermelding
-        - oorspronkelijke wikidata-ingang
-      de:
-        - Wikidata-Quelleneintrag
-        - ursprünglicher Wikidata-Eintrag
-      fr:
-        - entrée Wikidata source
-        - référence Wikidata originale
-      es:
-        - entrada Wikidata original
-        - referencia Wikidata fuente
-      ar:
-        - إدخال ويكيبيديا الأصلي
-        - مرجع ويكيبيديا المصدر
-      id:
-        - entri Wikidata asli
-        - referensi Wikidata sumber
-      zh:
-        - 原始Wikidata条目
-        - Wikidata源引用
-    keywords:
-      - wikidata entry
-      - knowledge base reference
-      - entity identifier
-      - source metadata
-      - linked data
-    class_uri: wikibase:Item
-    close_mappings:
-    - schema:Thing
-    related_mappings:
-    - prov:Entity
-    - skos:Concept
-    comments:
-      - "Typically includes Q-id and URL plus optional multilingual labels and descriptions from the source."
-      - "Ontology alignment: wikibase:Item for a reference to a Wikidata item."
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    slots: []
+
+      - literal_form: wikidata bronvermelding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: oorspronkelijke wikidata-ingang
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Wikidata-Quelleneintrag
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: ursprünglicher Wikidata-Eintrag
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: entrée Wikidata source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: référence Wikidata originale
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: entrada Wikidata original
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: referencia Wikidata fuente
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: إدخال ويكيبيديا الأصلي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: مرجع ويكيبيديا المصدر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: entri Wikidata asli
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: referensi Wikidata sumber
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 原始Wikidata条目
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Wikidata源引用
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wikidata entry
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: knowledge base reference
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: entity identifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: source metadata
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: linked data
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Thing
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Typically includes Q-id and URL plus optional multilingual labels and descriptions from the source."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Ontology alignment: wikibase:Item for a reference to a Wikidata item."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/OutdoorSeating.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/OutdoorSeating.yaml
index 295aba56bb..d9cfd125de 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/OutdoorSeating.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/OutdoorSeating.yaml
@@ -35,37 +35,123 @@ classes:
       zh: >-
         场所供访客使用的户外餐饮或座位设施。
     structured_aliases:
-      nl:
-        - buitenterras
-        - buitenzitplaatsen
-      de:
-        - Außengastronomie
-        - Freiluftplätze
-      fr:
-        - terrasse extérieure
-        - places en plein air
-      es:
-        - terraza exterior
-        - asientos al aire libre
-      ar:
-        - المقاعد الخارجية
-        - التراس
-      id:
-        - tempat duduk luar ruangan
-        - teras
-      zh:
-        - 户外座位
-        - 露天座位
-    keywords:
-      - outdoor seating
-      - exterior dining
-      - terrace
-      - al fresco
-      - open-air seating
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: "Generic utility class created during migration"
-      custodian_types: '["*"]'
-    
-    slots:
-      - has_description
+
+      - literal_form: buitenterras
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: buitenzitplaatsen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Außengastronomie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Freiluftplätze
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: terrasse extérieure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: places en plein air
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: terraza exterior
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: asientos al aire libre
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المقاعد الخارجية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: التراس
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: tempat duduk luar ruangan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: teras
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 户外座位
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 露天座位
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: outdoor seating
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: exterior dining
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: terrace
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: al fresco
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: open-air seating
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/OutdoorSite.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/OutdoorSite.yaml
index 0e90857180..b879dc2d60 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/OutdoorSite.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/OutdoorSite.yaml
@@ -61,183 +61,483 @@ classes:
       zh: >-
         包括花园、雕塑公园、考古遗址和管理景观在内的遗产管理外部场地。
     structured_aliases:
-      nl:
-      - buitenterrein
-      - buitenruimte
-      de:
-      - Außenanlage
-      - Freigelände
-      fr:
-      - site extérieur
-      - espace extérieur
-      es:
-      - sitio al aire libre
-      - espacio exterior
-      ar:
-      - موقع خارجي
-      - مساحة خارجية
-      id:
-      - situs luar ruangan
-      - area luar
-      zh:
-      - 户外场地
-      - 室外场所
-    keywords:
-    - outdoor site
-    - garden
-    - sculpture park
-    - archaeological site
-    - landscape
-    broad_mappings:
-    - schema:Park
-    close_mappings:
-    - org:Site
-    - crm:E27_Site
-    - wd:Q22698
-    related_mappings:
-    - schema:TouristAttraction
-    - crm:E53_Place
-    - hc:HistoricBuilding
-    comments:
-    - "Definition: an outdoor area managed as part of a heritage custodian's mission (e.g., gardens, sculpture parks, archaeological sites, nature reserves, historic grounds)."
-    - "Typing: use has_type for OutdoorSiteTypeEnum and/or FeatureType values; use classified_as for biological/botanical classification when applicable."
-    - "Distinction: OutdoorSite models exterior grounds; see also HistoricBuilding (interior structure), ExhibitionSpace (interior gallery), Storage (interior storage)."
-    - "Schema.org alignment: schema:Park is used as a broad web-compatible superclass for managed outdoor places."
-    - "Common outdoor-site types: historic garden, sculpture park, archaeological site, botanical garden/arboretum, nature reserve, estate grounds, cemetery, plaza/courtyard."
-    - 'Preserved from prior description: Outdoor area managed by a heritage custodian, such as grounds, gardens, sculpture parks, or archaeological sites.'
-    see_also:
-    - HistoricBuilding
-    - ExhibitionSpace
-    - Storage
-    slots:
-    - has_accessibility_feature
-    - charge_fee
-    - contain
-    - in_area
-    - has_quantity
-    - classified_as
-    - has_status
-    - has_type
-    - has_garden
-    - has_access_policy
-    - has_opening_hour
-    - has_description
-    - identified_by
-    - has_label
-    - temporal_extent
-    - has_score
-    - derive_from
-    - generated_by
-    slot_usage:
-      identified_by:
-        required: true
-        identifier: true
-        examples:
-        - value: https://nde.nl/ontology/hc/aux/kroller-muller-sculpture
-      has_label:
-        required: true
-        examples:
-        - value: Kroller-Muller Beeldentuin
-        - value: Paleis Het Loo Tuinen
-        - value: Archeologisch Park Matilo
-      has_description:
-        examples:
-        - value: One of Europe's largest sculpture gardens with 160 works set in 25 hectares of park landscape within De Hoge Veluwe National Park.
-      has_type:
-        required: true
-        any_of:
-        - range: OutdoorSiteTypeEnum
-        - range: FeatureType
-        examples:
-        - value: SCULPTURE_GARDEN
-        - value: ARCHAEOLOGICAL_SITE
-        - value: FORMAL_GARDEN
-      classified_as:
-        range: BioTypeClassification
-        inlined: true
-        required: false
-        examples:
-        - value: BotanicalInstitutionClassification
-        - value: ZoologicalInstitutionClassification
-      in_area:
-        range: Area
-        inlined: true
-        multivalued: true
-        examples:
-        - value:
-            area_value: 25.0
-            has_measurement_unit:
-              has_type: HECTARE
-              has_symbol: ha
-            has_label: Sculpture garden area
-        - value:
-            area_value: 650.0
-            has_measurement_unit:
-              has_type: HECTARE
-              has_symbol: ha
-            is_estimate: true
-            has_label: Estate grounds
-      has_quantity:
-        range: integer
-        examples:
-        - value: 160
-        - value: 2500
-      contain:
-        multivalued: true
-        inlined: false
-    examples:
-    - value:
-        outdoor_site_id: https://nde.nl/ontology/hc/aux/kroller-muller-sculpture
-        outdoor_site_name: Kröller-Müller Beeldentuin
-        outdoor_site_description: One of Europe's largest sculpture gardens with 160 works set in 25 hectares of park landscape within De Hoge Veluwe National Park.
-        outdoor_site_type: SCULPTURE_GARDEN
-        has_type: SCULPTURE_GARDEN
-        in_area:
-        - area_value: 25.0
-          has_unit:
-            has_type: HECTARE
-            has_symbol: ha
-          has_label: Total site area
-        has_artwork_count: 160
-        is_open_to_public: true
-        has_fee:
-        - has_label: Included with museum ticket
-        opening_hour: Tu-Su 10:00-17:00
-        has_accessibility_feature:
-        - has_label: Paved paths
-        - has_label: Wheelchair routes available
-    - value:
-        outdoor_site_id: https://nde.nl/ontology/hc/aux/het-loo-tuinen
-        outdoor_site_name: Paleis Het Loo Tuinen
-        outdoor_site_description: Formal baroque gardens restored to 17th-century design. Part of royal palace complex.
-        outdoor_site_type: FORMAL_GARDEN
-        classified_as: BotanicalInstitutionClassification
-        has_type: FORMAL_GARDEN
-        in_area:
-        - area_value: 650.0
-          has_unit:
-            has_type: HECTARE
-            has_symbol: ha
-          is_estimate: true
-          has_label: Estate grounds
-        is_open_to_public: true
-        has_fee:
-        - has_label: Included with palace ticket
-        seasonal_hour: Summer 10:00-18:00; Winter 10:00-16:00
-        historic_garden_designation: true
-    - value:
-        outdoor_site_id: https://nde.nl/ontology/hc/aux/matilo-archaeological
-        outdoor_site_name: Archeologisch Park Matilo
-        outdoor_site_description: Archaeological park on site of Roman fort Matilo with reconstructed structures.
-        outdoor_site_type: ARCHAEOLOGICAL_SITE
-        has_type: ARCHAEOLOGICAL_SITE
-        in_area:
-        - area_value: 3.5
-          has_unit:
-            has_type: HECTARE
-            has_symbol: ha
-          has_label: Archaeological park area
-        is_open_to_public: true
-        has_fee:
-        - has_label: Free
-        period_covered: Roman period (50-400 CE)
+
+      - literal_form: buitenterrein
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: buitenruimte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Außenanlage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Freigelände
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: site extérieur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: espace extérieur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: sitio al aire libre
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: espacio exterior
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: موقع خارجي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: مساحة خارجية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: situs luar ruangan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: area luar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 户外场地
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 室外场所
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: outdoor site
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: garden
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: sculpture park
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: archaeological site
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: landscape
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Park
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: org:Site
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E27_Site
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q22698
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:TouristAttraction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E53_Place
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hc:HistoricBuilding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Definition: an outdoor area managed as part of a heritage custodian's mission (e.g., gardens, sculpture parks, archaeological sites, nature reserves, historic grounds)."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Typing: use has_type for OutdoorSiteTypeEnum and/or FeatureType values; use classified_as for biological/botanical classification when applicable."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Distinction: OutdoorSite models exterior grounds; see also HistoricBuilding (interior structure), ExhibitionSpace (interior gallery), Storage (interior storage)."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Schema.org alignment: schema:Park is used as a broad web-compatible superclass for managed outdoor places."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Common outdoor-site types: historic garden, sculpture park, archaeological site, botanical garden/arboretum, nature reserve, estate grounds, cemetery, plaza/courtyard."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Outdoor area managed by a heritage custodian, such as grounds, gardens, sculpture parks, or archaeological sites.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: HistoricBuilding
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ExhibitionSpace
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Storage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_accessibility_feature
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: charge_fee
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: contain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: in_area
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: classified_as
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_status
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_garden
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_access_policy
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_opening_hour
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: derive_from
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: generated_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: https://nde.nl/ontology/hc/aux/kroller-muller-sculpture
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: Kroller-Muller Beeldentuin
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: Paleis Het Loo Tuinen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: Archeologisch Park Matilo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: One of Europe's largest sculpture gardens with 160 works set in 25 hectares of park landscape within De Hoge Veluwe National Park.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: range: OutdoorSiteTypeEnum
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: range: FeatureType
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: SCULPTURE_GARDEN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: ARCHAEOLOGICAL_SITE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: FORMAL_GARDEN
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: BotanicalInstitutionClassification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: ZoologicalInstitutionClassification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value:
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value:
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: 160
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: 2500
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value:
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: area_value: 25.0
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label: Included with museum ticket
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label: Paved paths
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label: Wheelchair routes available
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value:
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: area_value: 650.0
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label: Included with palace ticket
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value:
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: area_value: 3.5
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label: Free
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Output.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Output.yaml
index 903a8a4a3f..60095774b8 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Output.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Output.yaml
@@ -32,42 +32,147 @@ classes:
       zh: >-
         执行过程、工作流或操作活动产生的有形或无形产品。
     structured_aliases:
-      nl:
-      - output
-      - uitvoer
-      - resultaat
-      de:
-      - Ausgabe
-      - Ergebnis
-      fr:
-      - sortie
-      - résultat
-      es:
-      - salida
-      - resultado
-      ar:
-      - مخرجات
-      - ناتج
-      id:
-      - keluaran
-      - hasil
-      zh:
-      - 输出
-      - 产出
-    keywords:
-    - output
-    - result
-    - product
-    - outcome
-    - deliverable
-    broad_mappings:
-    - prov:Entity
-    slots:
-    - has_label
-    - has_description
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
-    comments:
-    - 'Preserved from prior description: Entity produced by an activity.'
+
+      - literal_form: output
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: uitvoer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: resultaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Ausgabe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Ergebnis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: sortie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: résultat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: salida
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: resultado
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مخرجات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: ناتج
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: keluaran
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: hasil
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 输出
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 产出
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: output
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: result
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: product
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: outcome
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: deliverable
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Entity produced by an activity.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Overview.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Overview.yaml
index 4f7783b93e..6c89b86b55 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Overview.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Overview.yaml
@@ -43,59 +43,228 @@ classes:
       zh: >-
         从共享来源上下文捕获的带有检索元数据的网页链接和资源的策划聚合。
     structured_aliases:
-      nl:
-        - overzicht
-        - linkcollectie
-      de:
-        - Übersicht
-        - Linksammlung
-      fr:
-        - aperçu
-        - collection de liens
-      es:
-        - visión general
-        - colección de enlaces
-      ar:
-        - نظرة عامة
-        - مجموعة روابط
-      id:
-        - ikhtisar
-        - koleksi tautan
-      zh:
-        - 概览
-        - 链接集合
-    keywords:
-      - overview
-      - link collection
-      - resource aggregation
-      - web links
-      - curated collection
-    comments:
-      - "Use cases: link collections extracted from finding-aid pages, navigation pages, or resource lists."
-      - "Temporal semantics: link sets can change over time; use temporal_extent and retrieved_at to qualify snapshots."
-      - "Migration: introduced to replace string-valued all_links with has_overview + WebLink typed structures (see slot_fixes.yaml)."
-      - Collection of WebLink instances
-      - Used with has_overview slot
-      - Created from slot_fixes.yaml migration (2026-01-14)
-    exact_mappings:
-      - dcterms:Collection
-    close_mappings:
-      - schema:ItemList
-    related_mappings:
-      - rico:RecordSet
-    slots:
-      - has_name
-      - has_label  # was: title
-      - has_description
-      - include
-      - has_url
-      - retrieved_at  # was: date_retrieved - migrated per Rule 53/56/57 (2026-01-23)
-      - link_count
-      - temporal_extent  # was: valid_from + valid_to
-      - has_score  # was: template_specificity - migrated per Rule 53 (2026-01-17)
-    slot_usage:
-      has_name:
-      has_score:
+
+      - literal_form: overzicht
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: linkcollectie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Übersicht
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Linksammlung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: aperçu
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: collection de liens
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: visión general
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: colección de enlaces
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نظرة عامة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: مجموعة روابط
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: ikhtisar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: koleksi tautan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 概览
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 链接集合
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: overview
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: link collection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: resource aggregation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: web links
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: curated collection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Use cases: link collections extracted from finding-aid pages, navigation pages, or resource lists."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Temporal semantics: link sets can change over time; use temporal_extent and retrieved_at to qualify snapshots."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Migration: introduced to replace string-valued all_links with has_overview + WebLink typed structures (see slot_fixes.yaml)."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Collection of WebLink instances
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Used with has_overview slot
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Created from slot_fixes.yaml migration (2026-01-14)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcterms:Collection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:ItemList
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:RecordSet
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label  # was: title
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: include
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: retrieved_at  # was: date_retrieved - migrated per Rule 53/56/57 (2026-01-23)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: link_count
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent  # was: valid_from + valid_to
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score  # was: template_specificity - migrated per Rule 53 (2026-01-17)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
 #         range: string
       has_label:  # was: title
 #         range: string
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PageSection.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PageSection.yaml
index 7a5482d0c8..2b4166229a 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PageSection.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PageSection.yaml
@@ -35,36 +35,135 @@ classes:
       zh: >-
         包含相关内容元素的网页文档中的独特片段或标记部分。
     structured_aliases:
-      nl:
-        - paginasectie
-        - webpagina-onderdeel
-      de:
-        - Seitenabschnitt
-        - Webseitenelement
-      fr:
-        - section de page
-        - élément de page web
-      es:
-        - sección de página
-        - elemento de página web
-      ar:
-        - قسم الصفحة
-        - عنصر صفحة الويب
-      id:
-        - bagian halaman
-        - elemen halaman web
-      zh:
-        - 页面部分
-        - 网页元素
-    keywords:
-      - page section
-      - web fragment
-      - document division
-      - content block
-      - page element
-    annotations:
-      custodian_types: '["*"]'
-    slots:
-      - has_label
-      - has_description
-      - has_url
+
+      - literal_form: paginasectie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: webpagina-onderdeel
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Seitenabschnitt
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Webseitenelement
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: section de page
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: élément de page web
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: sección de página
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: elemento de página web
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: قسم الصفحة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: عنصر صفحة الويب
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: bagian halaman
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: elemen halaman web
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 页面部分
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 网页元素
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: page section
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: web fragment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: document division
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: content block
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: page element
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_url
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ParentOrganizationUnit.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ParentOrganizationUnit.yaml
index 7c7127020b..18432c38c1 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ParentOrganizationUnit.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ParentOrganizationUnit.yaml
@@ -31,59 +31,195 @@ classes:
       zh: >-
         在层级结构中对一个或多个下属组织单位行使行政权力的实体。
     structured_aliases:
-      nl:
-        - moederorganisatie
-        - bovenliggende instelling
-      de:
-        - Mutterorganisation
-        - übergeordnete Einrichtung
-      fr:
-        - organisation mère
-        - institution supérieure
-      es:
-        - organización matriz
-        - institución superior
-      ar:
-        - المنظمة الأم
-        - المؤسسة العليا
-      id:
-        - organisasi induk
-        - institusi atas
-      zh:
-        - 母组织
-        - 上级机构
-    keywords:
-      - parent organization
-      - holding institution
-      - superior entity
-      - administrative authority
-      - umbrella organization
-    is_a: ArchiveOrganizationType
-    class_uri: skos:Concept
-    mixins:
-    - OrganizationalStructure
-    slots:
-    - has_score
-    - identified_by
-    - has_level
-    slot_usage:
-      identified_by:
-      has_level:
-        equals_string: parent
-    annotations:
-      skos:prefLabel: Parent Organization Unit
-      skos:altLabel: "Mutterunternehmen, organizaci\xF3n matriz, soci\xE9t\xE9 m\xE8re, Parent Organization, Holding Organization"
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
-    see_also:
-    - OrganizationalSubdivision
-    - SubsidiaryOrganization
-    - EncompassingBody
-    comments:
-    - Mutterunternehmen (de)
-    - "organizaci\xF3n matriz (es)"
-    - "soci\xE9t\xE9 m\xE8re (fr)"
-    - Has subordinate organizational units
-    - Controls subsidiary archives or heritage institutions
-    - Links to OrganizationalStructure for hierarchy modeling
+
+      - literal_form: moederorganisatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: bovenliggende instelling
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Mutterorganisation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: übergeordnete Einrichtung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: organisation mère
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: institution supérieure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: organización matriz
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: institución superior
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المنظمة الأم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: المؤسسة العليا
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: organisasi induk
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: institusi atas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 母组织
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 上级机构
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: parent organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: holding institution
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: superior entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: administrative authority
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: umbrella organization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OrganizationalStructure
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_level
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: OrganizationalSubdivision
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: SubsidiaryOrganization
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: EncompassingBody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Mutterunternehmen (de)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "organizaci\xF3n matriz (es)"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "soci\xE9t\xE9 m\xE8re (fr)"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Has subordinate organizational units
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Controls subsidiary archives or heritage institutions
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Links to OrganizationalStructure for hierarchy modeling
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ParishArchive.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ParishArchive.yaml
index f7378af135..d2b9e19178 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ParishArchive.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ParishArchive.yaml
@@ -37,70 +37,243 @@ classes:
       zh: >-
         为当地教会管辖区维护圣事登记册、行政档案和会众文献的教会存储库。
     structured_aliases:
-      nl:
-      - parochiearchief
-      - kerkarchief
-      de:
-      - Pfarrarchiv
-      - Kirchengemeindearchiv
-      fr:
-      - archives paroissiales
-      - registres paroissiaux
-      es:
-      - archivo parroquial
-      - archivo de la parroquia
-      ar:
-      - أرشيف الرعية
-      - سجلات الرعية
-      id:
-      - arsip paroki
-      - arsip gereja
-      zh:
-      - 教区档案馆
-      - 堂区档案
-    keywords:
-    - parish
-    - ecclesiastical
-    - sacramental registers
-    - church records
-    - genealogy
-    is_a: ArchiveOrganizationType
-    class_uri: schema:ArchiveOrganization
-    slots:
-    - has_type
-    - hold_record_set
-    - has_score
-    - identified_by
-    close_mappings:
-    - rico:CorporateBody
-    - skos:Concept
-    - wd:Q34544468
-    broad_mappings:
-    - wd:Q166118
-    slot_usage:
-      identified_by:
-      has_type:
-        examples:
-        - value: hc:ArchiveOrganizationType
-        - value: hc:HolySacredSiteType
-    annotations:
-      skos:prefLabel: Parish Archive
-      skos:altLabel: Pfarrarchiv, archivo parroquial, archivio parrocchiale, Church Parish Archive
-      subject_domain: religious/parish
-      record_type: sacramental and administrative
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
-    see_also:
-    - DiocesanArchive
-    - ReligiousArchive
-    - ChurchArchive
-    - MonasteryArchive
-    comments:
-    - Pfarrarchiv (de)
-    - archivo parroquial (es)
-    - archivio parrocchiale (it)
-    - Contains sacramental registers and parish records
-    - Essential for genealogical research
-    - May be held locally or transferred to diocesan archives
-    - 'Preserved from prior description: Archive organization that preserves records of a religious parish, including sacramental registers and parish administration.'
+
+      - literal_form: parochiearchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: kerkarchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Pfarrarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Kirchengemeindearchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: archives paroissiales
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: registres paroissiaux
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archivo parroquial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: archivo de la parroquia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أرشيف الرعية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: سجلات الرعية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: arsip paroki
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: arsip gereja
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 教区档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 堂区档案
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: parish
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ecclesiastical
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: sacramental registers
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: church records
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: genealogy
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hold_record_set
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:CorporateBody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q34544468
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q166118
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: hc:ArchiveOrganizationType
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value: hc:HolySacredSiteType
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: DiocesanArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ReligiousArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ChurchArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MonasteryArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Pfarrarchiv (de)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: archivo parroquial (es)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: archivio parrocchiale (it)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Contains sacramental registers and parish records
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Essential for genealogical research
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: May be held locally or transferred to diocesan archives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Archive organization that preserves records of a religious parish, including sacramental registers and parish administration.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ParishArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ParishArchiveRecordSetType.yaml
index c58f6d9c8f..616513437f 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ParishArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ParishArchiveRecordSetType.yaml
@@ -32,13 +32,22 @@ classes:
       zh: >-
         用于分类教会行政单位保存的文献资料的分类节点。
     structured_aliases:
-      nl: Parochiearchiefrecordsettype
-      de: Pfarrarchiv-Bestandstyp
-      fr: Type de fonds d'archives paroissiales
-      es: Tipo de fondo de archivo parroquial
-      ar: نوع مجموعة أرشيف الرعية
-      id: Tipe Set Rekaman Arsip Paroki
-      zh: 教区档案记录集类型
+    - {literal_form: Parochiearchiefrecordsettype, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: Pfarrarchiv-Bestandstyp, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: Type de fonds d'archives paroissiales, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: Tipo de fondo de archivo parroquial, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: نوع مجموعة أرشيف الرعية, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: Tipe Set Rekaman Arsip Paroki, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 教区档案记录集类型, predicate: EXACT_SYNONYM, in_language: zh}
+    broad_mappings:
+    - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - ecclesiastical records
+    - parish documentation
+    - church archive
+    - religious administration
     is_a: CollectionType
     class_uri: rico:RecordSetType
     slots:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Participant.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Participant.yaml
index 39942f7b0c..32e1f7b2cb 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Participant.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Participant.yaml
@@ -35,37 +35,123 @@ classes:
       zh: >-
         参加有组织的活动、教育计划或机构活动的个人。
     structured_aliases:
-      nl:
-        - deelnemer
-        - genodigde
-      de:
-        - Teilnehmer
-        - Teilnehmende
-      fr:
-        - participant
-        - intervenant
-      es:
-        - participante
-        - asistente
-      ar:
-        - المشارك
-        - الحضور
-      id:
-        - peserta
-        - hadirin
-      zh:
-        - 参与者
-        - 出席者
-    keywords:
-      - participant
-      - attendee
-      - event member
-      - program participant
-      - activity member
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: "Generic utility class created during migration"
-      custodian_types: '["*"]'
-    
-    slots:
-      - has_name
+
+      - literal_form: deelnemer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: genodigde
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Teilnehmer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Teilnehmende
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: participant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: intervenant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: participante
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: asistente
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المشارك
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الحضور
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: peserta
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: hadirin
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 参与者
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 出席者
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: participant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: attendee
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: event member
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: program participant
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: activity member
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_name
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PerformingArtsArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PerformingArtsArchiveRecordSetType.yaml
index a039782336..3cd0b41844 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PerformingArtsArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PerformingArtsArchiveRecordSetType.yaml
@@ -24,13 +24,23 @@ classes:
       id: Tipe set rekaman untuk mengklasifikasikan koleksi yang dikelola arsip seni pertunjukan.
       zh: 用于分类表演艺术档案机构所管藏品的记录集类型。
     structured_aliases:
-    - {literal_form: podiumkunstenarchief-recordsettype, in_language: nl}
-    - {literal_form: Recordsettyp darstellende-Kuenste-Archiv, in_language: de}
-    - {literal_form: type de jeu de documents d archive des arts du spectacle, in_language: fr}
-    - {literal_form: tipo de conjunto documental de archivo de artes escenicas, in_language: es}
-    - {literal_form: نوع مجموعة سجلات لأرشيف فنون الأداء, in_language: ar}
-    - {literal_form: tipe set rekaman arsip seni pertunjukan, in_language: id}
-    - {literal_form: 表演艺术档案记录集类型, in_language: zh}
+    - {literal_form: podiumkunstenarchief-recordsettype, predicate: EXACT_SYNONYM, in_language: nl}
+    - {literal_form: Recordsettyp darstellende-Kuenste-Archiv, predicate: EXACT_SYNONYM, in_language: de}
+    - {literal_form: type de jeu de documents d'archive des arts du spectacle, predicate: EXACT_SYNONYM, in_language: fr}
+    - {literal_form: tipo de conjunto documental de archivo de artes escenicas, predicate: EXACT_SYNONYM, in_language: es}
+    - {literal_form: نوع مجموعة سجلات لأرشيف فنون الأداء, predicate: EXACT_SYNONYM, in_language: ar}
+    - {literal_form: tipe set rekaman arsip seni pertunjukan, predicate: EXACT_SYNONYM, in_language: id}
+    - {literal_form: 表演艺术档案记录集类型, predicate: EXACT_SYNONYM, in_language: zh}
+    broad_mappings:
+    - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - performing arts
+    - theater archive
+    - dance documentation
+    - music collections
+    - stage performance records
     is_a: CollectionType
     class_uri: rico:RecordSetType
     slots:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PermissionTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PermissionTypes.yaml
index fab0133b77..d22b6fbe18 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PermissionTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PermissionTypes.yaml
@@ -32,6 +32,11 @@ classes:
     - {literal_form: إذن الأسقف, in_language: ar}
     - {literal_form: izin uskup, in_language: id}
     - {literal_form: 主教许可, in_language: zh}
+    keywords:
+    - bishop permission
+    - ecclesiastical
+    - church archives
+    - restricted access
     annotations:
       custodian_types: '["H"]'
       specificity_score: 0.8
@@ -57,11 +62,17 @@ classes:
     - {literal_form: انتماء مؤسسي, in_language: ar}
     - {literal_form: afiliasi institusi, in_language: id}
     - {literal_form: 机构隶属要求, in_language: zh}
+    keywords:
+    - institutional affiliation
+    - accredited institution
+    - academic access
+    - membership
     annotations:
       custodian_types: '["A", "L", "R"]'
       specificity_score: 0.6
     broad_mappings:
     - skos:Concept
+
   SecurityClearance:
     is_a: PermissionType
     class_uri: hc:SecurityClearance
@@ -82,11 +93,17 @@ classes:
     - {literal_form: تصريح امني, in_language: ar}
     - {literal_form: izin keamanan, in_language: id}
     - {literal_form: 安全许可, in_language: zh}
+    keywords:
+    - security clearance
+    - classified access
+    - authorization level
+    - vetting
     annotations:
       custodian_types: '["O", "A"]'
       specificity_score: 0.7
     broad_mappings:
     - skos:Concept
+
   OwnerConsent:
     is_a: PermissionType
     class_uri: hc:OwnerConsent
@@ -107,11 +124,17 @@ classes:
     - {literal_form: موافقة المالك, in_language: ar}
     - {literal_form: persetujuan pemilik, in_language: id}
     - {literal_form: 所有者同意, in_language: zh}
+    keywords:
+    - owner consent
+    - donor permission
+    - rights holder
+    - authorization
     annotations:
       custodian_types: '["P", "A"]'
       specificity_score: 0.6
     broad_mappings:
     - skos:Concept
+
   AppointmentRequired:
     is_a: PermissionType
     class_uri: hc:AppointmentRequired
@@ -132,11 +155,17 @@ classes:
     - {literal_form: وصول بموعد, in_language: ar}
     - {literal_form: akses dengan janji, in_language: id}
     - {literal_form: 预约访问, in_language: zh}
+    keywords:
+    - appointment
+    - scheduled access
+    - booking required
+    - reservation
     annotations:
       custodian_types: '["*"]'
       specificity_score: 0.4
     broad_mappings:
     - skos:Concept
+
   RegistrationRequired:
     is_a: PermissionType
     class_uri: hc:RegistrationRequired
@@ -157,6 +186,11 @@ classes:
     - {literal_form: التسجيل مطلوب, in_language: ar}
     - {literal_form: pendaftaran wajib, in_language: id}
     - {literal_form: 需注册, in_language: zh}
+    keywords:
+    - registration
+    - reader card
+    - signup required
+    - membership
     annotations:
       custodian_types: '["*"]'
       specificity_score: 0.3
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PoliticalArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PoliticalArchiveRecordSetType.yaml
index b4731eb851..d2513914ed 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PoliticalArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PoliticalArchiveRecordSetType.yaml
@@ -42,6 +42,7 @@ classes:
     broad_mappings:
       - rico:RecordSetType
       - skos:Concept
+      - crm:E55_Type
     is_a: CollectionType
     class_uri: rico:RecordSetType
     slots:
@@ -77,3 +78,12 @@ classes:
       - literal_form: tipo de fondo archivo político
         predicate: EXACT_SYNONYM
         in_language: es
+      - literal_form: نوع مجموعة سجلات الأرشيف السياسي
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: tipe set rekaman arsip politik
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 政治档案记录集类型
+        predicate: EXACT_SYNONYM
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PoliticalArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PoliticalArchiveRecordSetTypes.yaml
index 353dc8e85a..f2045a8012 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PoliticalArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PoliticalArchiveRecordSetTypes.yaml
@@ -85,6 +85,15 @@ classes:
       - literal_form: fondo de partido
         predicate: EXACT_SYNONYM
         in_language: es
+      - literal_form: صندوق أرشيف الحزب
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: fonds arsip partai
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 政党档案全宗
+        predicate: EXACT_SYNONYM
+        in_language: zh
   CampaignRecordCollection:
     is_a: PoliticalArchiveRecordSetType
     class_uri: rico:RecordSetType
@@ -151,6 +160,15 @@ classes:
       - literal_form: colección de campaña
         predicate: EXACT_SYNONYM
         in_language: es
+      - literal_form: مجموعة وثائق الحملة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: koleksi rekaman kampanye
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 竞选活动文献汇编
+        predicate: EXACT_SYNONYM
+        in_language: zh
   PoliticianPapersCollection:
     is_a: PoliticalArchiveRecordSetType
     class_uri: rico:RecordSetType
@@ -217,3 +235,12 @@ classes:
       - literal_form: papeles de político
         predicate: EXACT_SYNONYM
         in_language: es
+      - literal_form: أوراق السياسي الشخصية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: arsip pribadi politisi
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 政治人物个人文书
+        predicate: EXACT_SYNONYM
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PostcustodialArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PostcustodialArchiveRecordSetTypes.yaml
index 9988d089c0..99c0c572f3 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PostcustodialArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PostcustodialArchiveRecordSetTypes.yaml
@@ -85,3 +85,12 @@ classes:
       - literal_form: colección distribuida
         predicate: EXACT_SYNONYM
         in_language: es
+      - literal_form: مجموعة سجلات موزعة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: koleksi catatan terdistribusi
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 分布式记录集
+        predicate: EXACT_SYNONYM
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PressArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PressArchiveRecordSetType.yaml
index 03345c0634..40eda57790 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PressArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PressArchiveRecordSetType.yaml
@@ -85,3 +85,12 @@ classes:
       - literal_form: tipo de fondo prensa
         predicate: EXACT_SYNONYM
         in_language: es
+      - literal_form: نوع مجموعة سجلات الصحافة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: tipe set rekaman pers
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 新闻档案记录集类型
+        predicate: EXACT_SYNONYM
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PressArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PressArchiveRecordSetTypes.yaml
index 7d0c686e29..c1204cbbae 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PressArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PressArchiveRecordSetTypes.yaml
@@ -85,6 +85,15 @@ classes:
       - literal_form: fondo de periódico
         predicate: EXACT_SYNONYM
         in_language: es
+      - literal_form: أرشيف صحيفة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: arsip surat kabar
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 报纸档案全宗
+        predicate: EXACT_SYNONYM
+        in_language: zh
   JournalistPapersCollection:
     is_a: PressArchiveRecordSetType
     class_uri: rico:RecordSetType
@@ -151,6 +160,15 @@ classes:
       - literal_form: papeles de periodista
         predicate: EXACT_SYNONYM
         in_language: es
+      - literal_form: أوراق صحفي
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: kertas jurnalis
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 记者文件集
+        predicate: EXACT_SYNONYM
+        in_language: zh
   EditorialRecordSeries:
     is_a: PressArchiveRecordSetType
     class_uri: rico:RecordSetType
@@ -217,3 +235,12 @@ classes:
       - literal_form: serie editorial
         predicate: EXACT_SYNONYM
         in_language: es
+      - literal_form: سلسلة تحريرية
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: seri redaksi
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 编辑记录系列
+        predicate: EXACT_SYNONYM
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchive.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchive.yaml
index a7d361cd64..d1b29fe0e9 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchive.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchive.yaml
@@ -34,68 +34,231 @@ classes:
       zh: >-
         保存官方记录并向公民提供行政文件访问的政府资助机构。
     structured_aliases:
-      nl:
-      - openbaar archief
-      - publiek archief
-      de:
-      - öffentliches Archiv
-      - Staatsarchiv
-      fr:
-      - archives publiques
-      - dépôt public
-      es:
-      - archivo público
-      - archivo estatal
-      ar:
-      - الأرشيف العام
-      - الأرشيف الحكومي
-      id:
-      - arsip publik
-      - arsip pemerintah
-      zh:
-      - 公共档案馆
-      - 公开档案
-    keywords:
-    - public archive
-    - government records
-    - citizen access
-    - official documents
-    - transparency
-    is_a: ArchiveOrganizationType
-    class_uri: schema:ArchiveOrganization
-    slots:
-    - has_type
-    - hold_record_set
-    - has_score
-    - identified_by
-    close_mappings:
-    - rico:CorporateBody
-    - skos:Concept
-    - wd:Q27031009
-    broad_mappings:
-    - wd:Q166118
-    slot_usage:
-      identified_by:
-      has_type:
-        equals_string: hc:ArchiveOrganizationType
-    annotations:
-      skos:prefLabel: Public Archive
-      skos:altLabel: "Öffentliches Archiv, archivo público, archives publiques"
-      custodian_status: public
-      access_model: public access
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
-    see_also:
-    - GovernmentArchive
-    - NationalArchives
-    - PrivateArchive
-    - PublicArchivesInFrance
-    comments:
-    - "Öffentliches Archiv (de)"
-    - "archivo público (es)"
-    - archives publiques (fr)
-    - Open to public access
-    - Typically holds government records
-    - Subject to FOI and privacy regulations
-    - 'Preserved from prior description: Repository for official documents open to public access. Public archives are archival institutions that serve the general public, typically holding government records and other materials of public interest. They operate under principles of transparency and public access, subject to privacy and security restrictions.'
+
+      - literal_form: openbaar archief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: publiek archief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: öffentliches Archiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Staatsarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: archives publiques
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: dépôt public
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archivo público
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: archivo estatal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الأرشيف العام
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الأرشيف الحكومي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: arsip publik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: arsip pemerintah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 公共档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 公开档案
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: public archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: government records
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: citizen access
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: official documents
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: transparency
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hold_record_set
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:CorporateBody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q27031009
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q166118
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: GovernmentArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: NationalArchives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PrivateArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PublicArchivesInFrance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Öffentliches Archiv (de)"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "archivo público (es)"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: archives publiques (fr)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Open to public access
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Typically holds government records
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Subject to FOI and privacy regulations
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Repository for official documents open to public access. Public archives are archival institutions that serve the general public, typically holding government records and other materials of public interest. They operate under principles of transparency and public access, subject to privacy and security restrictions.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchiveRecordSetTypes.yaml
index 4c083cff96..8eec1b8749 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchiveRecordSetTypes.yaml
@@ -33,18 +33,25 @@ classes:
       zh: 面向公共机构形成档案的全宗型记录集类型。
     structured_aliases:
     - literal_form: overheidsfonds
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Fonds oeffentliche Stelle
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: fonds public
+      predicate: EXACT_SYNONYM
       in_language: fr
     - literal_form: fondo público
+      predicate: EXACT_SYNONYM
       in_language: es
     - literal_form: فوندس جهة عامة
+      predicate: EXACT_SYNONYM
       in_language: ar
     - literal_form: fonds badan publik
+      predicate: EXACT_SYNONYM
       in_language: id
     - literal_form: 公共机构全宗
+      predicate: EXACT_SYNONYM
       in_language: zh
     broad_mappings:
     - rico:RecordSetType
@@ -105,18 +112,25 @@ classes:
       zh: 面向公民与社区文档的集合型记录集类型。
     structured_aliases:
     - literal_form: collectie burgerdocumentatie
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Sammlung Buergerdokumentation
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: collection civique
+      predicate: EXACT_SYNONYM
       in_language: fr
     - literal_form: colección cívica
+      predicate: EXACT_SYNONYM
       in_language: es
     - literal_form: مجموعة توثيق مدني
+      predicate: EXACT_SYNONYM
       in_language: ar
     - literal_form: koleksi dokumentasi sipil
+      predicate: EXACT_SYNONYM
       in_language: id
     - literal_form: 公民文档集合
+      predicate: EXACT_SYNONYM
       in_language: zh
     broad_mappings:
     - rico:RecordSetType
@@ -173,18 +187,25 @@ classes:
       zh: 面向官方往来函件的系列型记录集类型。
     structured_aliases:
     - literal_form: reeks correspondentie
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Serie Korrespondenz
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: serie de correspondance
+      predicate: EXACT_SYNONYM
       in_language: fr
     - literal_form: serie de correspondencia
+      predicate: EXACT_SYNONYM
       in_language: es
     - literal_form: سلسلة مراسلات رسمية
+      predicate: EXACT_SYNONYM
       in_language: ar
     - literal_form: seri korespondensi resmi
+      predicate: EXACT_SYNONYM
       in_language: id
     - literal_form: 官方函件系列
+      predicate: EXACT_SYNONYM
       in_language: zh
     broad_mappings:
     - rico:RecordSetType
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchivesInFrance.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchivesInFrance.yaml
index 34095869cd..b5769bb323 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchivesInFrance.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PublicArchivesInFrance.yaml
@@ -34,65 +34,219 @@ classes:
       zh: >-
         法国公法机构，负责保存政府实体创建或接收的记录。
     structured_aliases:
-      nl:
-        - franse overheidsarchieven
-        - openbare archieven frankrijk
-      de:
-        - französische öffentliche Archive
-        - staatliche Archive Frankreichs
-      fr:
-        - archives publiques françaises
-        - archives de l'État français
-      es:
-        - archivos públicos franceses
-        - archivos estatales de Francia
-      ar:
-        - الأرشيفات العامة الفرنسية
-        - أرشيفات الدولة الفرنسية
-      id:
-        - arsip publik Prancis
-        - arsip negara Prancis
-      zh:
-        - 法国公共档案馆
-        - 法国国家档案馆
-    keywords:
-      - french archives
-      - public archives
-      - archives publiques
-      - government archives
-      - code du patrimoine
-    is_a: ArchiveOrganizationType
-    class_uri: schema:ArchiveOrganization
-    slots:
-    - has_type
-    - hold_record_set
-    - has_score
-    - identified_by
-    close_mappings:
-    - rico:CorporateBody
-    - skos:Concept
-    - wd:Q2421452
-    broad_mappings:
-    - wd:Q166118
-    slot_usage:
-      identified_by:
-      has_type:
-        equals_string: hc:ArchiveOrganizationType
-    annotations:
-      skos:prefLabel: Public Archives in France
-      skos:altLabel: "Öffentliches Archiv, archives publiques en France"
-      legal_framework: French archival law
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
-    see_also:
-    - PublicArchive
-    - FrenchPrivateArchives
-    - NationalArchives
-    comments:
-    - "Öffentliches Archiv (de)"
-    - archives publiques en France (fr)
-    - France-specific legal category
-    - Governed by Code du patrimoine
-    - Includes national, departmental, communal archives
-    - 'Preserved from prior description: Type of archives in France under public law. French public archives (archives publiques en France) are defined by French law as archives created or received by public legal entities in the exercise of their activities. They are subject to specific legal requirements regarding preservation, access, and transfer to archival institutions.'
+
+      - literal_form: franse overheidsarchieven
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: openbare archieven frankrijk
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: französische öffentliche Archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: staatliche Archive Frankreichs
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: archives publiques françaises
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archives de l'État français
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archivos públicos franceses
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: archivos estatales de Francia
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: الأرشيفات العامة الفرنسية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: أرشيفات الدولة الفرنسية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: arsip publik Prancis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: arsip negara Prancis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 法国公共档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 法国国家档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: french archives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: public archives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: archives publiques
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: government archives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: code du patrimoine
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hold_record_set
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:CorporateBody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q2421452
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q166118
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: PublicArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: FrenchPrivateArchives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: NationalArchives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Öffentliches Archiv (de)"
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: archives publiques en France (fr)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: France-specific legal category
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Governed by Code du patrimoine
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Includes national, departmental, communal archives
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Type of archives in France under public law. French public archives (archives publiques en France) are defined by French law as archives created or received by public legal entities in the exercise of their activities. They are subject to specific legal requirements regarding preservation, access, and transfer to archival institutions.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/PublicationEvent.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/PublicationEvent.yaml
index e2fb79df51..0501e45548 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/PublicationEvent.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/PublicationEvent.yaml
@@ -37,70 +37,189 @@ classes:
       zh: >-
         标志向公众或受限受众发布或传播资源的正式活动。
     structured_aliases:
-      nl:
-        - publicatiegebeurtenis
-        - uitgave-activiteit
-      de:
-        - Veröffentlichungsereignis
-        - Publikationsaktivität
-      fr:
-        - événement de publication
-        - activité de diffusion
-      es:
-        - evento de publicación
-        - actividad de lanzamiento
-      ar:
-        - حدث النشر
-        - نشاط الإصدار
-      id:
-        - peristiwa publikasi
-        - aktivitas rilis
-      zh:
-        - 出版事件
-        - 发布活动
-    keywords:
-      - publication event
-      - release
-      - dissemination
-      - distribution
-      - launch
-    broad_mappings:
-      - crm:E7_Activity
-    close_mappings:
-      - schema:PublishAction
-    related_mappings:
-      - dcterms:created
-    slots:
-    - temporal_extent
-    - has_label
-    - identified_by
-    - has_score
-    slot_usage:
-      temporal_extent:
-        range: TimeSpan
-        inlined: true
-        required: true
-      has_label:
-        required: false
-    comments:
-    - 'Precise date: Set begin_of_the_begin == end_of_the_begin == begin_of_the_end == end_of_the_end'
-    - 'Uncertain date: Use fuzzy boundaries (e.g., begin_of_the_begin: 1892-01-01, end_of_the_end: 1892-12-31)'
-    - 'Preserved from prior description: Event of content being published, following CIDOC-CRM activity pattern. MIGRATED from published_at datetime slot per Rule 53/56 (2026-01-17). **Why Event Wrapper?** - Enables fuzzy temporal boundaries (uncertainty in publication dates) - Supports multiple publication events (republications, versions) - Links to agents/locations involved in publication - Follows ontology best practices (CIDOC-CRM activity modeling) **USE CASES**: - Social media posts: Precise publication timestamp - Historical documents: "Published sometime in 1892" - Archival records: "Published between 1800-1805" **FOR PRECISE TIMESTAMPS**: Set all four TimeSpan boundaries to the same instant.'
-    examples:
-    - value:
-        temporal_extent:
-          begin_of_the_begin: '2025-07-30T18:05:15Z'
-          end_of_the_begin: '2025-07-30T18:05:15Z'
-          begin_of_the_end: '2025-07-30T18:05:15Z'
-          end_of_the_end: '2025-07-30T18:05:15Z'
-    - value:
-        temporal_extent:
-          begin_of_the_begin: '1892-01-01T00:00:00Z'
-          end_of_the_begin: '1892-06-30T00:00:00Z'
-          begin_of_the_end: '1892-06-30T00:00:00Z'
-          end_of_the_end: '1892-12-31T00:00:00Z'
-        has_label: First Edition
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
+
+      - literal_form: publicatiegebeurtenis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: uitgave-activiteit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Veröffentlichungsereignis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Publikationsaktivität
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: événement de publication
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: activité de diffusion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: evento de publicación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: actividad de lanzamiento
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: حدث النشر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: نشاط الإصدار
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: peristiwa publikasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: aktivitas rilis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 出版事件
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 发布活动
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: publication event
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: release
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dissemination
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: distribution
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: launch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E7_Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:PublishAction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dcterms:created
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Precise date: Set begin_of_the_begin == end_of_the_begin == begin_of_the_end == end_of_the_end'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Uncertain date: Use fuzzy boundaries (e.g., begin_of_the_begin: 1892-01-01, end_of_the_end: 1892-12-31)'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Event of content being published, following CIDOC-CRM activity pattern. MIGRATED from published_at datetime slot per Rule 53/56 (2026-01-17). **Why Event Wrapper?** - Enables fuzzy temporal boundaries (uncertainty in publication dates) - Supports multiple publication events (republications, versions) - Links to agents/locations involved in publication - Follows ontology best practices (CIDOC-CRM activity modeling) **USE CASES**: - Social media posts: Precise publication timestamp - Historical documents: "Published sometime in 1892" - Archival records: "Published between 1800-1805" **FOR PRECISE TIMESTAMPS**: Set all four TimeSpan boundaries to the same instant.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/RadioArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/RadioArchiveRecordSetType.yaml
index 9b4565c3a8..e9267518bd 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/RadioArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/RadioArchiveRecordSetType.yaml
@@ -6,6 +6,7 @@ prefixes:
   schema: http://schema.org/
   rico: https://www.ica.org/standards/RiC/ontology#
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
   wd: http://www.wikidata.org/entity/
 imports:
   - linkml:types
@@ -32,15 +33,39 @@ classes:
       zh: >-
         用于分类广播档案机构保存的音频文献资料的分类节点。
     structured_aliases:
-      nl: Radioarchiefrecordsettype
-      de: Rundfunkarchiv-Bestandstyp
-      fr: Type de fonds d'archives radio
-      es: Tipo de fondo de archivo radiofónico
-      ar: نوع مجموعة أرشيف الإذاعة
-      id: Tipe Set Rekaman Arsip Radio
-      zh: 广播档案记录集类型
+    - literal_form: Radioarchiefrecordsettype
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Rundfunkarchiv-Bestandstyp
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: type de fonds d'archives radio
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: tipo de fondo de archivo radiofónico
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نوع مجموعة أرشيف الإذاعة
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tipe set rekaman arsip radio
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 广播档案记录集类型
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - broadcast archive
+    - audio documentation
+    - radio heritage
+    - sound recordings
+    - media archives
     is_a: CollectionType
     class_uri: rico:RecordSetType
+    broad_mappings:
+    - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/RawSource.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/RawSource.yaml
index ea0df69d64..7343fb49c9 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/RawSource.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/RawSource.yaml
@@ -32,44 +32,165 @@ classes:
       zh: >-
         包含原始内容、检索元数据和提取工件用于丰富流程的未处理网络资源捕获。
     structured_aliases:
-      nl:
-      - ruwe bron
-      - onverwerkte opname
-      de:
-      - Rohquelle
-      - unbearbeitete Erfassung
-      fr:
-      - source brute
-      - capture non traitée
-      es:
-      - fuente sin procesar
-      - captura sin procesar
-      ar:
-      - المصدر الخام
-      - الالتقاط غير المعالج
-      id:
-      - sumber mentah
-      - tangkapan tidak diproses
-      zh:
-      - 原始来源
-      - 未处理捕获
-    keywords:
-    - raw source
-    - web capture
-    - unprocessed
-    - extraction
-    - ingestion
-    class_uri: prov:PrimarySource
-    broad_mappings:
-    - prov:PrimarySource
-    close_mappings:
-    - pav:RetrievedFrom
-    - schema:WebPage
-    related_mappings:
-    - prov:Entity
-    comments:
-    - "Typically captures: URL, fetch timestamp, HTTP status, content hash, and extracted highlights/snippets."
-    - "Ontology alignment: prov:PrimarySource for original fetched material; pav:RetrievedFrom for retrieval provenance; schema:WebPage for web-resource framing."
-    - 'Preserved from prior description: Raw source record captured from the web for enrichment and provenance.'
-    slots:
-    - has_type
+
+      - literal_form: ruwe bron
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: onverwerkte opname
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Rohquelle
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: unbearbeitete Erfassung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: source brute
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: capture non traitée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: fuente sin procesar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: captura sin procesar
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المصدر الخام
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الالتقاط غير المعالج
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: sumber mentah
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: tangkapan tidak diproses
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 原始来源
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 未处理捕获
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: raw source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: web capture
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: unprocessed
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: extraction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ingestion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:PrimarySource
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: pav:RetrievedFrom
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:WebPage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Typically captures: URL, fetch timestamp, HTTP status, content hash, and extracted highlights/snippets."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Ontology alignment: prov:PrimarySource for original fetched material; pav:RetrievedFrom for retrieval provenance; schema:WebPage for web-resource framing."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: Raw source record captured from the web for enrichment and provenance.'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ReconstructedEntity.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ReconstructedEntity.yaml
index f0e0b7ea95..f2090ffc8b 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ReconstructedEntity.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ReconstructedEntity.yaml
@@ -31,13 +31,27 @@ classes:
       zh: >-
         通过计算重建过程合成或推断的实体的抽象基础类别。
     structured_aliases:
-      nl: GereconstrueerdeEntiteit
-      de: RekonstruierteEntität
-      fr: EntitéReconstruite
-      es: EntidadReconstruida
-      ar: كيان معاد بناؤه
-      id: EntitasRekonstruksi
-      zh: 重建实体
+      - literal_form: GereconstrueerdeEntiteit
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: RekonstruierteEntität
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: EntitéReconstruite
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: EntidadReconstruida
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: كيان معاد بناؤه
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: EntitasRekonstruksi
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 重建实体
+        predicate: EXACT_SYNONYM
+        in_language: zh
     comments:
       - "RDFS semantics: used to enforce domain/range for generates/generated_by inverse relationships (ReconstructionActivity <-> ReconstructedEntity)."
       - "PROV-O alignment: prov:Entity (entities may be physical, digital, conceptual, real, or imaginary)."
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ReconstructionActivity.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ReconstructionActivity.yaml
index 8db45a17fc..11d6973e49 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ReconstructionActivity.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ReconstructionActivity.yaml
@@ -42,70 +42,218 @@ classes:
       zh: >-
         将多个相互冲突或重复的观察协调为单一权威实体表示的过程。
     structured_aliases:
-      nl:
-      - reconstructieactiviteit
-      - entiteitsverzoening
-      de:
-      - Rekonstruktionsaktivität
-      - Entitätsabgleich
-      fr:
-      - activité de reconstruction
-      - réconciliation d'entité
-      es:
-      - actividad de reconstrucción
-      - conciliación de entidades
-      ar:
-      - نشاط إعادة البناء
-      - تسوية الكيانات
-      id:
-      - aktivitas rekonstruksi
-      - rekonsiliasi entitas
-      zh:
-      - 重构活动
-      - 实体协调
+
+      - literal_form: reconstructieactiviteit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: entiteitsverzoening
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Rekonstruktionsaktivität
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Entitätsabgleich
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: activité de reconstruction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: réconciliation d'entité
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: actividad de reconstrucción
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: conciliación de entidades
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نشاط إعادة البناء
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تسوية الكيانات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: aktivitas rekonstruksi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: rekonsiliasi entitas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 重构活动
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 实体协调
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: reconstruction
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: entity resolution
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: reconciliation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: deduplication
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: data fusion
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Action
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E7_Activity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: crm:E13_Attribute_Assignment
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_value  # was: has_confidence_measure - migrated per Rule 53 (2026-01-28)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: generate
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: justified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_method
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: conducted_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score  # was: template_specificity - migrated per Rule 53 (2026-01-17)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal_extent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
     keywords:
-    - reconstruction
     - entity resolution
     - reconciliation
     - deduplication
     - data fusion
+    - record linkage
     broad_mappings:
     - prov:Activity
-    - schema:Action
-    close_mappings:
-    - rico:Activity
-    - crm:E7_Activity
-    related_mappings:
-    - crm:E13_Attribute_Assignment
-    annotations:
-      modeling_notes: |
-        Records reconstruction provenance including method, responsible agent,
-        temporal extent, confidence, and justification.
-
-        Typical methods include manual curation, algorithmic matching,
-        or hybrid semi-automated workflows with human review.
     slots:
-    - has_value  # was: has_confidence_measure - migrated per Rule 53 (2026-01-28)
-    # has_generate REMOVED - migrated to generates_or_generated (Rule 53)
-    - generate
-    - justified_by
     - has_method
     - conducted_by
-    - has_score  # was: template_specificity - migrated per Rule 53 (2026-01-17)
     - temporal_extent
+    - justified_by
+    - has_value
+    - generate
+    - has_score
     slot_usage:
-      has_score:
-      has_method:
-#         range: string
       conducted_by:
         range: ReconstructionAgent
       temporal_extent:
         range: TimeSpan
         multivalued: true
         required: true
-      has_value:  # was: has_confidence_measure - migrated per Rule 53 (2026-01-28)
-        required: false
+      has_value:
         range: ConfidenceValue
+        required: false
       generate:
         range: Output
         multivalued: true
@@ -114,8 +262,6 @@ classes:
         - value:
             has_label: "Reconstructed Custodian Record"
             has_description: "Merged record from ISIL and Wikidata sources"
-      justified_by:
-#         range: string
     comments:
     - Documents the 'how' (method) and 'who' (responsible_agent) of entity resolution and reconstruction
     - Enables provenance tracking for data quality assessment and citation purposes
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/RecordCycleStatus.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/RecordCycleStatus.yaml
index 57fdc8ae6b..25b8eb29c3 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/RecordCycleStatus.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/RecordCycleStatus.yaml
@@ -33,15 +33,36 @@ classes:
       zh: >-
         生命周期阶段指示器，表示记录在其保留和处置计划中的当前管理状态。
     structured_aliases:
-      nl: Recordcyclusstatus
-      de: Datensatzzyklusstatus
-      fr: État du cycle de document
-      es: Estado del ciclo de registro
-      ar: حالة دورة السجل
-      id: Status Siklus Catatan
-      zh: 记录周期状态
+    - literal_form: Recordcyclusstatus
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Datensatzzyklusstatus
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: État du cycle de document
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: Estado del ciclo de registro
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: حالة دورة السجل
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: Status Siklus Catatan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 记录周期状态
+      predicate: EXACT_SYNONYM
+      in_language: zh
     broad_mappings:
-      - rico:RecordState
+    - rico:RecordState
+    - skos:Concept
+    - crm:E55_Type
+    keywords:
+    - record lifecycle
+    - retention schedule
+    - disposition status
+    - record state
     slots:
     - has_label
     - has_description
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/RecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/RecordSetType.yaml
index 6629867d74..7a592a8492 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/RecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/RecordSetType.yaml
@@ -59,6 +59,18 @@ classes:
     - literal_form: type de fonds
       predicate: EXACT_SYNONYM
       in_language: fr
+    - literal_form: tipo de fondo
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نوع المجموعة الأرشيفية
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tipe fond
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 全宗类型
+      predicate: EXACT_SYNONYM
+      in_language: zh
     comments:
     - Migrated from filing_type slot per Rule 53; follows RiC-O RecordSet type hierarchy
     slots:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/RegionalArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/RegionalArchiveRecordSetType.yaml
index dcdae49677..4a9911c57d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/RegionalArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/RegionalArchiveRecordSetType.yaml
@@ -5,6 +5,7 @@ prefixes:
   linkml: https://w3id.org/linkml/
   schema: http://schema.org/
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
   rico: https://www.ica.org/standards/RiC/ontology#
   wd: http://www.wikidata.org/entity/
 imports:
@@ -23,6 +24,10 @@ classes:
       nl: Abstracte basisklasse voor archiefbestandstypen specifiek voor regionale archieven.
       de: Abstrakte Basisklasse für Bestandstypen regionaler Archive.
       fr: Classe de base abstraite pour les types de fonds d'archives régionaux.
+      es: Clase base abstracta para tipos de fondos de archivos regionales.
+      ar: فئة أساسية مجردة لأنواع مجموعات الأرشيف الإقليمية.
+      id: Kelas dasar abstrak untuk tipe set rekaman arsip regional.
+      zh: 区域档案记录集类型的抽象基类。
     comments:
     - Regional archives preserve records documenting regional governance, administration, and cultural heritage at the provincial, state, or territorial level.
     - In the Netherlands, regional archives (Regionaal Historisch Centrum, RHC) serve multiple municipalities within a region.
@@ -30,13 +35,36 @@ classes:
     - Note that rico-rst:Fonds, rico-rst:Series, and rico-rst:Collection are named individuals (instances) in RiC-O, not classes.
     structured_aliases:
     - literal_form: regionaal archiefbestandstype
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Regionalarchiv-Bestandstyp
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: type de fonds d'archives régional
+      predicate: EXACT_SYNONYM
       in_language: fr
+    - literal_form: tipo de fondo de archivo regional
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نوع مجموعة أرشيف إقليمي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tipe set rekaman arsip regional
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 区域档案记录集类型
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - regional archives
+    - provincial records
+    - territorial administration
+    - local governance
+    - regional heritage
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
     see_also:
     - RegionalArchive
     - ProvincialArchive
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/RegionalEconomicArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/RegionalEconomicArchiveRecordSetType.yaml
index 093fc3e07a..f8f9478b5d 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/RegionalEconomicArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/RegionalEconomicArchiveRecordSetType.yaml
@@ -6,6 +6,7 @@ prefixes:
   schema: http://schema.org/
   rico: https://www.ica.org/standards/RiC/ontology#
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
   wd: http://www.wikidata.org/entity/
 imports:
 - linkml:types
@@ -19,17 +20,47 @@ classes:
     alt_descriptions:
       nl: Een RecordSetType voor het classificeren van collecties van regionale economische archieven.
       de: Ein RecordSetType für die Klassifizierung von Beständen regionaler Wirtschaftsarchive.
+      fr: Un RecordSetType pour classifier les collections des archives économiques régionales.
+      es: Un RecordSetType para clasificar colecciones de archivos económicos regionales.
+      ar: نوع مجموعة سجلات لتصنيف مجموعات الأرشيفات الاقتصادية الإقليمية.
+      id: RecordSetType untuk mengklasifikasikan koleksi arsip ekonomi regional.
+      zh: 用于分类区域经济档案馆藏的记录集类型。
     structured_aliases:
     - literal_form: regionaal economisch archiefbestandstype
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Wirtschaftsarchiv-Bestandstyp
+      predicate: EXACT_SYNONYM
       in_language: de
+    - literal_form: type de fonds d'archives économiques régional
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: tipo de fondo de archivo económico regional
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نوع مجموعة أرشيف اقتصادي إقليمي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tipe set rekaman arsip ekonomi regional
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 区域经济档案记录集类型
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - regional economy
+    - business archives
+    - trade records
+    - economic history
+    - commercial documentation
     comments:
     - Subclasses specify organizational principles for regional business and economic records.
     is_a: CollectionType
     class_uri: rico:RecordSetType
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ReligiousArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ReligiousArchiveRecordSetType.yaml
index c3458bcbca..c03cc68e7a 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ReligiousArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ReligiousArchiveRecordSetType.yaml
@@ -6,6 +6,7 @@ prefixes:
   schema: http://schema.org/
   rico: https://www.ica.org/standards/RiC/ontology#
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
   wd: http://www.wikidata.org/entity/
 imports:
 - linkml:types
@@ -20,19 +21,46 @@ classes:
       nl: Een RecordSetType voor het classificeren van collecties van religieuze archieven.
       de: Ein RecordSetType für die Klassifizierung von Beständen religiöser Archive.
       fr: Un RecordSetType pour classer les collections des archives religieuses.
+      es: Un RecordSetType para clasificar colecciones de archivos religiosos.
+      ar: نوع مجموعة سجلات لتصنيف مجموعات الأرشيفات الدينية.
+      id: RecordSetType untuk mengklasifikasikan koleksi arsip keagamaan.
+      zh: 用于分类宗教档案馆藏的记录集类型。
     structured_aliases:
     - literal_form: religieus archiefbestandstype
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Religionsarchiv-Bestandstyp
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: type de fonds d'archives religieuses
+      predicate: EXACT_SYNONYM
       in_language: fr
+    - literal_form: tipo de fondo de archivo religioso
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نوع مجموعة أرشيف ديني
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tipe set rekaman arsip keagamaan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 宗教档案记录集类型
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - religious archives
+    - ecclesiastical records
+    - church archives
+    - faith heritage
+    - spiritual documentation
     comments:
     - Subclasses specify organizational principles for religious institution records.
     is_a: CollectionType
     class_uri: rico:RecordSetType
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ReviewBreakdown.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ReviewBreakdown.yaml
index f13877a3df..7b375ab433 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ReviewBreakdown.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ReviewBreakdown.yaml
@@ -31,46 +31,135 @@ classes:
       zh: >-
         用户提交的评价在数字评分量表上的分布及汇总计数。
     structured_aliases:
-      nl:
-        - beoordelingsverdeling
-        - sterrenverdeling
-      de:
-        - Bewertungsverteilung
-        - Sternverteilung
-      fr:
-        - répartition des avis
-        - distribution des étoiles
-      es:
-        - distribución de reseñas
-        - desglose de calificaciones
-      ar:
-        - توزيع المراجعات
-        - تفصيل التقييمات
-      id:
-        - distribusi ulasan
-        - rincian peringkat
-      zh:
-        - 评论分布
-        - 评分明细
-    keywords:
-      - review breakdown
-      - rating distribution
-      - star ratings
-      - review counts
-      - evaluation summary
-    class_uri: linkml:Any
-    comments:
-      - Flexible mapping used by Google Maps-style review enrichment.
-      - Expected shape is a dictionary keyed by star rating ("1".."5") with integer counts.
-    examples:
-      - value:
-          "5": 120
-          "4": 30
-          "3": 10
-          "2": 2
-          "1": 1
-        description: Counts per star rating.
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
+
+      - literal_form: beoordelingsverdeling
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: sterrenverdeling
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bewertungsverteilung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Sternverteilung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: répartition des avis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: distribution des étoiles
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: distribución de reseñas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: desglose de calificaciones
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: توزيع المراجعات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تفصيل التقييمات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: distribusi ulasan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: rincian peringkat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 评论分布
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 评分明细
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: review breakdown
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rating distribution
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: star ratings
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: review counts
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: evaluation summary
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Flexible mapping used by Google Maps-style review enrichment.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Expected shape is a dictionary keyed by star rating ("1".."5") with integer counts.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ReviewTopics.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ReviewTopics.yaml
index 32dafecc16..4a1e4037d5 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ReviewTopics.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ReviewTopics.yaml
@@ -31,24 +31,45 @@ classes:
       zh: >-
         将主题标识符映射到用户生成反馈中相应提及频率的字典结构。
     structured_aliases:
-      nl: Recensieonderwerpen
-      de: Bewertungsthemen
-      fr: Sujets d'avis
-      es: Temas de reseñas
-      ar: مواضيع المراجعات
-      id: Topik Ulasan
-      zh: 评论主题
-    class_uri: linkml:Any
-    comments:
-      - Flexible mapping used by Google Maps-style review enrichment.
-      - Expected shape is a dictionary keyed by topic string with integer mention counts.
-    examples:
-      - value:
-          accessibility: 12
-          cafe: 7
-          guided_tour: 4
-        description: Topics mapped to mention counts.
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
+
+      - literal_form: Recensieonderwerpen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bewertungsthemen
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Sujets d'avis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Temas de reseñas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مواضيع المراجعات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Topik Ulasan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 评论主题
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ReviewsSummary.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ReviewsSummary.yaml
index 6e0832aeb2..ea3418e1c4 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ReviewsSummary.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ReviewsSummary.yaml
@@ -31,42 +31,141 @@ classes:
       zh: >-
         汇总评估统计数据，结合平均分、总数和跨量表值的可选评分分布。
     structured_aliases:
-      nl:
-        - beoordelingsoverzicht
-        - review samenvatting
-      de:
-        - Bewertungsübersicht
-        - Rezensionszusammenfassung
-      fr:
-        - résumé des avis
-        - synthèse des évaluations
-      es:
-        - resumen de reseñas
-        - síntesis de evaluaciones
-      ar:
-        - ملخص المراجعات
-        - موجز التقييمات
-      id:
-        - ringkasan ulasan
-        - rangkuman tinjauan
-      zh:
-        - 评论摘要
-        - 评价总结
-    keywords:
-      - reviews summary
-      - rating aggregation
-      - average score
-      - review statistics
-      - rating distribution
-    class_uri: schema:AggregateRating
-    broad_mappings:
-      - schema:Rating
-    related_mappings:
-      - prov:Entity
-    comments:
-      - Used for platform-provided review aggregates (e.g., Google Maps).
-      - Typically contains an average rating and total review count; some sources also provide per-star counts.
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
+
+      - literal_form: beoordelingsoverzicht
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: review samenvatting
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bewertungsübersicht
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Rezensionszusammenfassung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: résumé des avis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: synthèse des évaluations
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: resumen de reseñas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: síntesis de evaluaciones
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ملخص المراجعات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: موجز التقييمات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: ringkasan ulasan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: rangkuman tinjauan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 评论摘要
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 评价总结
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: reviews summary
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rating aggregation
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: average score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: review statistics
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rating distribution
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:Rating
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Entity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Used for platform-provided review aggregates (e.g., Google Maps).
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Typically contains an average rating and total review count; some sources also provide per-star counts.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ScopeType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ScopeType.yaml
index 9271694bee..46a4bf67fd 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ScopeType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ScopeType.yaml
@@ -35,55 +35,194 @@ classes:
       zh: >-
         覆盖维度的抽象分类，如时间、空间或主题范围。
     structured_aliases:
-      nl:
-      - bereiktype
-      - dekkingscategorie
-      de:
-      - Bereichstyp
-      - Abdeckungskategorie
-      fr:
-      - type de portée
-      - catégorie de couverture
-      es:
-      - tipo de alcance
-      - categoría de cobertura
-      ar:
-      - نوع النطاق
-      - فئة التغطية
-      id:
-      - jenis cakupan
-      - kategori jangkauan
-      zh:
-      - 范围类型
-      - 覆盖类别
+
+      - literal_form: bereiktype
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: dekkingscategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bereichstyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Abdeckungskategorie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type de portée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: catégorie de couverture
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de alcance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: categoría de cobertura
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع النطاق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: فئة التغطية
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis cakupan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kategori jangkauan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 范围类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 覆盖类别
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: scope dimension
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: coverage type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: classification
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: temporal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: spatial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: thematic
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: dct:Coverage
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:DefinedTerm
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Type URI (e.g., https://nde.nl/ontology/hc/scope-type/temporal)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Wikidata Q-number (e.g., Q186408)
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
     keywords:
     - scope dimension
-    - coverage type
+    - coverage
     - classification
-    - temporal
-    - spatial
-    - thematic
-    abstract: true
+    - extent
     broad_mappings:
     - skos:Concept
-    close_mappings:
-    - dct:Coverage
-    - schema:DefinedTerm
     slots:
-    - has_score
-    - has_description
-    - has_label
     - identified_by
+    - has_label
+    - has_description
+    - has_score
     slot_usage:
       identified_by:
-        description: 'Identifier(s) for this scope type. Can include:
-
-          - Type URI (e.g., https://nde.nl/ontology/hc/scope-type/temporal)
-
-          - Wikidata Q-number (e.g., Q186408)
-
-          '
-#         range: string # uriorcurie
         required: true
         identifier: true
         multivalued: true
@@ -91,7 +230,6 @@ classes:
         - value: https://nde.nl/ontology/hc/scope-type/temporal
         - value: Q186408
       has_label:
-#         range: string
         required: true
         multivalued: true
         examples:
@@ -100,7 +238,6 @@ classes:
           - temporeel@nl
           - zeitlich@de
       has_description:
-#         range: string
         required: false
         examples:
         - value: Time-based scope dimension covering date ranges and historical periods
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ScopeTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ScopeTypes.yaml
index 7a1b95ab5b..c3c4dc0fef 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ScopeTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ScopeTypes.yaml
@@ -7,6 +7,7 @@ prefixes:
   skos: http://www.w3.org/2004/02/skos/core#
   dct: http://purl.org/dc/terms/
   schema: http://schema.org/
+  crm: http://www.cidoc-crm.org/cidoc-crm/
 default_prefix: hc
 imports:
 - ./ScopeType
@@ -16,8 +17,53 @@ classes:
     is_a: ScopeType
     class_uri: hc:TemporalScope
     description: Scope classification concept for data completeness and observation coverage.
+    alt_descriptions:
+      nl: >-
+        Bereikclassificatieconcept voor gegevensvolledigheid en observatiedekking.
+      de: >-
+        Bereichsklassifizierungskonzept fuer Datenvollstaendigkeit und Beobachtungsabdeckung.
+      fr: >-
+        Concept de classification de portee pour l'exhaustivite des donnees et la couverture d'observation.
+      es: >-
+        Concepto de clasificacion de alcance para la integridad de datos y la cobertura de observacion.
+      ar: >-
+        مفهوم تصنيف النطاق لكمال البيانات وتغطية الملاحظة.
+      id: >-
+        Konsep klasifikasi cakupan untuk kelengkapan data dan jangkauan pengamatan.
+      zh: >-
+        用于数据完整性和观察覆盖范围的范围分类概念。
+    structured_aliases:
+    - literal_form: temporeel bereik
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: zeitlicher Bereich
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portee temporelle
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: alcance temporal
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نطاق زمني
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: cakupan temporal
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 时间范围
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - temporal
+    - time
+    - period
+    - date
+    - chronological
+    - era
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     related_mappings:
     - dct:PeriodOfTime
     comments:
@@ -27,8 +73,53 @@ classes:
     is_a: ScopeType
     class_uri: hc:SpatialScope
     description: Scope classification concept for data completeness and observation coverage.
+    alt_descriptions:
+      nl: >-
+        Bereikclassificatieconcept voor gegevensvolledigheid en observatiedekking.
+      de: >-
+        Bereichsklassifizierungskonzept fuer Datenvollstaendigkeit und Beobachtungsabdeckung.
+      fr: >-
+        Concept de classification de portee pour l'exhaustivite des donnees et la couverture d'observation.
+      es: >-
+        Concepto de clasificacion de alcance para la integridad de datos y la cobertura de observacion.
+      ar: >-
+        مفهوم تصنيف النطاق لكمال البيانات وتغطية الملاحظة.
+      id: >-
+        Konsep klasifikasi cakupan untuk kelengkapan data dan jangkauan pengamatan.
+      zh: >-
+        用于数据完整性和观察覆盖范围的范围分类概念。
+    structured_aliases:
+    - literal_form: ruimtelijk bereik
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: raeumlicher Bereich
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portee spatiale
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: alcance espacial
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نطاق مكاني
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: cakupan spasial
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 空间范围
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - spatial
+    - geographic
+    - location
+    - place
+    - region
+    - area
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     related_mappings:
     - dct:Location
     comments:
@@ -38,8 +129,52 @@ classes:
     is_a: ScopeType
     class_uri: hc:SubjectScope
     description: Scope classification concept for data completeness and observation coverage.
+    alt_descriptions:
+      nl: >-
+        Bereikclassificatieconcept voor gegevensvolledigheid en observatiedekking.
+      de: >-
+        Bereichsklassifizierungskonzept fuer Datenvollstaendigkeit und Beobachtungsabdeckung.
+      fr: >-
+        Concept de classification de portee pour l'exhaustivite des donnees et la couverture d'observation.
+      es: >-
+        Concepto de clasificacion de alcance para la integridad de datos y la cobertura de observacion.
+      ar: >-
+        مفهوم تصنيف النطاق لكمال البيانات وتغطية الملاحظة.
+      id: >-
+        Konsep klasifikasi cakupan untuk kelengkapan data dan jangkauan pengamatan.
+      zh: >-
+        用于数据完整性和观察覆盖范围的范围分类概念。
+    structured_aliases:
+    - literal_form: onderwerpsbereik
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Themenbereich
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portee thematique
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: alcance tematico
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نطاق موضوعي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: cakupan subjek
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 主题范围
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - subject
+    - topic
+    - theme
+    - domain
+    - discipline
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     annotations:
       specificity_score: '0.45'
       specificity_rationale: Moderately specific - subject classification is domain-dependent.
@@ -57,8 +192,52 @@ classes:
     is_a: ScopeType
     class_uri: hc:MaterialScope
     description: Scope classification concept for data completeness and observation coverage.
+    alt_descriptions:
+      nl: >-
+        Bereikclassificatieconcept voor gegevensvolledigheid en observatiedekking.
+      de: >-
+        Bereichsklassifizierungskonzept fuer Datenvollstaendigkeit und Beobachtungsabdeckung.
+      fr: >-
+        Concept de classification de portee pour l'exhaustivite des donnees et la couverture d'observation.
+      es: >-
+        Concepto de clasificacion de alcance para la integridad de datos y la cobertura de observacion.
+      ar: >-
+        مفهوم تصنيف النطاق لكمال البيانات وتغطية الملاحظة.
+      id: >-
+        Konsep klasifikasi cakupan untuk kelengkapan data dan jangkauan pengamatan.
+      zh: >-
+        用于数据完整性和观察覆盖范围的范围分类概念。
+    structured_aliases:
+    - literal_form: materiaalbereik
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Materialbereich
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portee materiau
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: alcance material
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نطاق المواد
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: cakupan material
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 材料范围
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - material
+    - medium
+    - format
+    - media
+    - physical
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     related_mappings:
     - dct:DCMIType
     - schema:CreativeWork
@@ -79,8 +258,52 @@ classes:
     is_a: ScopeType
     class_uri: hc:LinguisticScope
     description: Scope classification concept for data completeness and observation coverage.
+    alt_descriptions:
+      nl: >-
+        Bereikclassificatieconcept voor gegevensvolledigheid en observatiedekking.
+      de: >-
+        Bereichsklassifizierungskonzept fuer Datenvollstaendigkeit und Beobachtungsabdeckung.
+      fr: >-
+        Concept de classification de portee pour l'exhaustivite des donnees et la couverture d'observation.
+      es: >-
+        Concepto de clasificacion de alcance para la integridad de datos y la cobertura de observacion.
+      ar: >-
+        مفهوم تصنيف النطاق لكمال البيانات وتغطية الملاحظة.
+      id: >-
+        Konsep klasifikasi cakupan untuk kelengkapan data dan jangkauan pengamatan.
+      zh: >-
+        用于数据完整性和观察覆盖范围的范围分类概念。
+    structured_aliases:
+    - literal_form: taalkundig bereik
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: sprachlicher Bereich
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portee linguistique
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: alcance linguistico
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نطاق لغوي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: cakupan linguistik
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 语言范围
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - language
+    - linguistic
+    - script
+    - dialect
+    - tongue
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     annotations:
       specificity_score: '0.40'
       specificity_rationale: Moderately specific - linguistic scoping is common.
@@ -98,8 +321,52 @@ classes:
     is_a: ScopeType
     class_uri: hc:InstitutionalScope
     description: 'Scope classification concept for data completeness and observation coverage.'
+    alt_descriptions:
+      nl: >-
+        Bereikclassificatieconcept voor gegevensvolledigheid en observatiedekking.
+      de: >-
+        Bereichsklassifizierungskonzept fuer Datenvollstaendigkeit und Beobachtungsabdeckung.
+      fr: >-
+        Concept de classification de portee pour l'exhaustivite des donnees et la couverture d'observation.
+      es: >-
+        Concepto de clasificacion de alcance para la integridad de datos y la cobertura de observacion.
+      ar: >-
+        مفهوم تصنيف النطاق لكمال البيانات وتغطية الملاحظة.
+      id: >-
+        Konsep klasifikasi cakupan untuk kelengkapan data dan jangkauan pengamatan.
+      zh: >-
+        用于数据完整性和观察覆盖范围的范围分类概念。
+    structured_aliases:
+    - literal_form: institutioneel bereik
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: institutioneller Bereich
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portee institutionnelle
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: alcance institucional
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نطاق مؤسسي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: cakupan institusional
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 机构范围
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - institution
+    - organizational
+    - sector
+    - governance
+    - administrative
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     related_mappings:
     - schema:Organization
     annotations:
@@ -119,8 +386,52 @@ classes:
     is_a: ScopeType
     class_uri: hc:CollectionScopeType
     description: 'Scope classification concept for data completeness and observation coverage.'
+    alt_descriptions:
+      nl: >-
+        Bereikclassificatieconcept voor gegevensvolledigheid en observatiedekking.
+      de: >-
+        Bereichsklassifizierungskonzept fuer Datenvollstaendigkeit und Beobachtungsabdeckung.
+      fr: >-
+        Concept de classification de portee pour l'exhaustivite des donnees et la couverture d'observation.
+      es: >-
+        Concepto de clasificacion de alcance para la integridad de datos y la cobertura de observacion.
+      ar: >-
+        مفهوم تصنيف النطاق لكمال البيانات وتغطية الملاحظة.
+      id: >-
+        Konsep klasifikasi cakupan untuk kelengkapan data dan jangkauan pengamatan.
+      zh: >-
+        用于数据完整性和观察覆盖范围的范围分类概念。
+    structured_aliases:
+    - literal_form: collectiebereik
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Sammlungsbereich
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portee collection
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: alcance de coleccion
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نطاق المجموعة
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: cakupan koleksi
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 馆藏范围
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - collection
+    - holdings
+    - archive
+    - holdings size
+    - access
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     related_mappings:
     - schema:Collection
     annotations:
@@ -140,8 +451,52 @@ classes:
     is_a: ScopeType
     class_uri: hc:FormatScope
     description: Scope classification concept for data completeness and observation coverage.
+    alt_descriptions:
+      nl: >-
+        Bereikclassificatieconcept voor gegevensvolledigheid en observatiedekking.
+      de: >-
+        Bereichsklassifizierungskonzept fuer Datenvollstaendigkeit und Beobachtungsabdeckung.
+      fr: >-
+        Concept de classification de portee pour l'exhaustivite des donnees et la couverture d'observation.
+      es: >-
+        Concepto de clasificacion de alcance para la integridad de datos y la cobertura de observacion.
+      ar: >-
+        مفهوم تصنيف النطاق لكمال البيانات وتغطية الملاحظة.
+      id: >-
+        Konsep klasifikasi cakupan untuk kelengkapan data dan jangkauan pengamatan.
+      zh: >-
+        用于数据完整性和观察覆盖范围的范围分类概念。
+    structured_aliases:
+    - literal_form: formaatbereik
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Formatbereich
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: portee format
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: alcance de formato
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نطاق التنسيق
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: cakupan format
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 格式范围
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - format
+    - file format
+    - metadata
+    - standard
+    - technical
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     annotations:
       specificity_score: '0.50'
       specificity_rationale: More specific - format scoping is technical/domain focused.
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SecurityArchivesRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SecurityArchivesRecordSetType.yaml
index 053f018ee3..24f16508aa 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SecurityArchivesRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SecurityArchivesRecordSetType.yaml
@@ -17,19 +17,55 @@ classes:
     description: >-
       A rico:RecordSetType for classifying collections held by SecurityArchives custodians.
     alt_descriptions:
-      cs: RecordSetType pro klasifikaci sbírek u správců bezpečnostních archivů.
-      de: Ein RecordSetType für die Klassifizierung von Beständen bei Sicherheitsarchiv-Verwaltern.
+      nl: >-
+        Een RecordSetType voor de classificatie van collecties die onder beheer staan van veiligheidsarchiefbewaarders.
+      de: >-
+        Ein RecordSetType für die Klassifizierung von Beständen bei Sicherheitsarchiv-Verwaltern.
+      fr: >-
+        Un RecordSetType pour la classification des collections détenues par les gardiens d'archives de sécurité.
+      es: >-
+        Un RecordSetType para clasificar colecciones custodiadas por administradores de archivos de seguridad.
+      ar: >-
+        نوع مجموعة سجلات لتصنيف المجموعات التي يحتفظ بها أمناء أرشيفات الأمن.
+      id: >-
+        Sebuah RecordSetType untuk mengklasifikasikan koleksi yang dipegang oleh pengelola arsip keamanan.
+      zh: >-
+        用于分类由安全档案保管人维护的馆藏的记录集类型。
     structured_aliases:
-    - literal_form: bezpečnostní archiv-bestandstyp
-      in_language: cs
+    - literal_form: veiligheidsarchief-bestandstype
+      predicate: EXACT_SYNONYM
+      in_language: nl
     - literal_form: Sicherheitsarchiv-Bestandstyp
+      predicate: EXACT_SYNONYM
       in_language: de
+    - literal_form: type de fonds d'archives de sécurité
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: tipo de fondo de archivos de seguridad
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نوع أرشيف الأمن
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tipe fonds arsip keamanan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 安全档案文献类型
+      predicate: EXACT_SYNONYM
+      in_language: zh
     comments:
     - Subclasses specify organizational principles for security service records.
+    keywords:
+    - security service records
+    - intelligence documentation
+    - classified collections
+    - surveillance archives
     is_a: CollectionType
     class_uri: rico:RecordSetType
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
     slots:
     - has_type
     - has_score
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SignificanceTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SignificanceTypes.yaml
index ac196c204d..98b2ead4d6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SignificanceTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SignificanceTypes.yaml
@@ -20,11 +20,31 @@ classes:
     alt_descriptions:
       nl: Betekenis voor een gemeenschap, met betrekking tot culturele identiteit en sociale samenhang.
       de: Bedeutung für eine Gemeinschaft, bezogen auf kulturelle Identität und sozialen Zusammenhalt.
+      fr: Importance pour une communauté, liée à l'identité culturelle et à la cohésion sociale.
+      es: Importancia para una comunidad, relacionada con la identidad cultural y la cohesión social.
+      ar: أهمية للمجتمع تتعلق بالهوية الثقافية والتماسك الاجتماعي.
+      id: Pentingnya bagi suatu komunitas, terkait identitas budaya dan kohesi sosial.
+      zh: 对社区的意义，涉及文化认同与社会凝聚力。
     structured_aliases:
     - literal_form: gemeenschapsbetekenis
       in_language: nl
     - literal_form: Gemeinschaftsbedeutung
       in_language: de
+    - literal_form: importance communautaire
+      in_language: fr
+    - literal_form: importancia comunitaria
+      in_language: es
+    - literal_form: أهمية مجتمعية
+      in_language: ar
+    - literal_form: signifikansi komunitas
+      in_language: id
+    - literal_form: 社区意义
+      in_language: zh
+    keywords:
+    - community
+    - cultural identity
+    - social cohesion
+    - collective memory
     comments:
     - Aspects include cultural identity, social cohesion, historical continuity, sense of place.
     - Use cases include UNESCO Intangible Cultural Heritage listings, regional traditions.
@@ -42,11 +62,31 @@ classes:
     alt_descriptions:
       nl: Economisch belang en impact.
       de: Wirtschaftliche Bedeutung und Auswirkung.
+      fr: Importance économique et impact.
+      es: Importancia económica e impacto.
+      ar: الأهمية الاقتصادية والتأثير.
+      id: Pentingnya ekonomi dan dampaknya.
+      zh: 经济重要性与影响力。
     structured_aliases:
     - literal_form: economische betekenis
       in_language: nl
     - literal_form: Wirtschaftliche Bedeutung
       in_language: de
+    - literal_form: importance économique
+      in_language: fr
+    - literal_form: importancia económica
+      in_language: es
+    - literal_form: أهمية اقتصادية
+      in_language: ar
+    - literal_form: signifikansi ekonomi
+      in_language: id
+    - literal_form: 经济意义
+      in_language: zh
+    keywords:
+    - economic
+    - tourism revenue
+    - employment
+    - heritage economy
     comments:
     - Aspects include tourism revenue, local employment, heritage economy contribution.
     broad_mappings:
@@ -62,11 +102,31 @@ classes:
     alt_descriptions:
       nl: Historisch belang en relevantie.
       de: Historische Bedeutung und Relevanz.
+      fr: Importance historique et pertinence.
+      es: Importancia histórica y relevancia.
+      ar: الأهمية التاريخية والصلة.
+      id: Pentingnya sejarah dan relevansinya.
+      zh: 历史重要性与相关性。
     structured_aliases:
     - literal_form: historische betekenis
       in_language: nl
     - literal_form: Historische Bedeutung
       in_language: de
+    - literal_form: importance historique
+      in_language: fr
+    - literal_form: importancia histórica
+      in_language: es
+    - literal_form: أهمية تاريخية
+      in_language: ar
+    - literal_form: signifikansi sejarah
+      in_language: id
+    - literal_form: 历史意义
+      in_language: zh
+    keywords:
+    - historical
+    - historical continuity
+    - documentary evidence
+    - period representation
     comments:
     - Aspects include historical continuity, documentary evidence, period representation.
     broad_mappings:
@@ -82,11 +142,31 @@ classes:
     alt_descriptions:
       nl: Wetenschappelijk of onderzoeksbelang.
       de: Wissenschaftliche oder Forschungsbedeutung.
+      fr: Importance scientifique ou de recherche.
+      es: Importancia científica o de investigación.
+      ar: الأهمية العلمية أو البحثية.
+      id: Pentingnya ilmiah atau penelitian.
+      zh: 科学或研究重要性。
     structured_aliases:
     - literal_form: wetenschappelijke betekenis
       in_language: nl
     - literal_form: Wissenschaftliche Bedeutung
       in_language: de
+    - literal_form: importance scientifique
+      in_language: fr
+    - literal_form: importancia científica
+      in_language: es
+    - literal_form: أهمية علمية
+      in_language: ar
+    - literal_form: signifikansi ilmiah
+      in_language: id
+    - literal_form: 科学意义
+      in_language: zh
+    keywords:
+    - scientific
+    - research value
+    - type specimens
+    - unique materials
     comments:
     - Aspects include research value, type specimens, unique materials.
     broad_mappings:
@@ -102,11 +182,31 @@ classes:
     alt_descriptions:
       nl: Esthetisch of artistiek belang.
       de: Ästhetische oder künstlerische Bedeutung.
+      fr: Importance esthétique ou artistique.
+      es: Importancia estética o artística.
+      ar: الأهمية الجمالية أو الفنية.
+      id: Pentingnya estetika atau artistik.
+      zh: 审美或艺术重要性。
     structured_aliases:
     - literal_form: esthetische betekenis
       in_language: nl
     - literal_form: Ästhetische Bedeutung
       in_language: de
+    - literal_form: importance esthétique
+      in_language: fr
+    - literal_form: importancia estética
+      in_language: es
+    - literal_form: أهمية جمالية
+      in_language: ar
+    - literal_form: signifikansi estetika
+      in_language: id
+    - literal_form: 审美意义
+      in_language: zh
+    keywords:
+    - aesthetic
+    - artistic merit
+    - architectural significance
+    - design innovation
     comments:
     - Aspects include artistic merit, architectural significance, design innovation.
     broad_mappings:
@@ -122,11 +222,31 @@ classes:
     alt_descriptions:
       nl: Geografische/milieu-specificiteit en uniciteit.
       de: Geografische/umweltspezifische Besonderheit und Einzigartigkeit.
+      fr: Spécificité géographique/environnementale et unicité.
+      es: Especificidad geográfica/ambiental y singularidad.
+      ar: الخصوصية الجغرافية/البيئية والتفرد.
+      id: Keunikan dan kekhususan geografis/lingkungan.
+      zh: 地理/环境特异性与独特性。
     structured_aliases:
     - literal_form: terroir-betekenis
       in_language: nl
     - literal_form: Terroir-Bedeutung
       in_language: de
+    - literal_form: importance de terroir
+      in_language: fr
+    - literal_form: importancia de terroir
+      in_language: es
+    - literal_form: أهمية التروار
+      in_language: ar
+    - literal_form: signifikansi terroir
+      in_language: id
+    - literal_form: 风土意义
+      in_language: zh
+    keywords:
+    - terroir
+    - geographic origin
+    - environmental conditions
+    - PDO designation
     comments:
     - Aspects include geographic origin, environmental conditions, PDO/PGI designations.
     broad_mappings:
@@ -142,11 +262,31 @@ classes:
     alt_descriptions:
       nl: Culturele diplomatie en internationale vertegenwoordiging.
       de: Kulturdiplomatie und internationale Vertretung.
+      fr: Diplomatie culturelle et représentation internationale.
+      es: Diplomacia cultural y representación internacional.
+      ar: الدبلوماسية الثقافية والتمثيل الدولي.
+      id: Diplomasi budaya dan perwakilan internasional.
+      zh: 文化外交与国际代表性。
     structured_aliases:
     - literal_form: diplomatieke betekenis
       in_language: nl
     - literal_form: Diplomatische Bedeutung
       in_language: de
+    - literal_form: importance diplomatique
+      in_language: fr
+    - literal_form: importancia diplomática
+      in_language: es
+    - literal_form: أهمية دبلوماسية
+      in_language: ar
+    - literal_form: signifikansi diplomatik
+      in_language: id
+    - literal_form: 外交意义
+      in_language: zh
+    keywords:
+    - diplomatic
+    - cultural diplomacy
+    - soft power
+    - international recognition
     comments:
     - Aspects include national heritage representation, soft power, international recognition.
     broad_mappings:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SnapshotPath.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SnapshotPath.yaml
index 40f647fb59..dfc5d722b6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SnapshotPath.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SnapshotPath.yaml
@@ -36,40 +36,141 @@ classes:
       zh: >-
         指向为历史参考保存的存档文档捕获的存储定位符。
     structured_aliases:
-      nl:
-        - momentopnamepad
-        - archiefbestandpad
-      de:
-        - Schnappschusspfad
-        - Archivdateipfad
-      fr:
-        - chemin d'instantané
-        - chemin de fichier d'archive
-      es:
-        - ruta de instantánea
-        - ruta de archivo
-      ar:
-        - مسار اللقطة
-        - مسار الملف المؤرشف
-      id:
-        - jalur snapshot
-        - jalur arsip
-      zh:
-        - 快照路径
-        - 存档文件路径
-    keywords:
-      - snapshot path
-      - archived file
-      - storage location
-      - capture URI
-      - historical reference
-    comments:
-      - Migration note (Rule 53): created to replace legacy html_snapshot_path usage.
-      - Use for local filesystem paths or URIs that point to archived HTML/PDF snapshots.
-    slots:
-      - has_label
-      - has_description
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class.
-      custodian_types: '["*"]'
+
+      - literal_form: momentopnamepad
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: archiefbestandpad
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Schnappschusspfad
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Archivdateipfad
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: chemin d'instantané
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: chemin de fichier d'archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: ruta de instantánea
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ruta de archivo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: مسار اللقطة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: مسار الملف المؤرشف
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jalur snapshot
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: jalur arsip
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 快照路径
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 存档文件路径
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: snapshot path
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: archived file
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: storage location
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: capture URI
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: historical reference
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: "Migration note (Rule 53): created to replace legacy html_snapshot_path usage."
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Use for local filesystem paths or URIs that point to archived HTML/PDF snapshots.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPlatformTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPlatformTypes.yaml
index 432a9f9310..a815d35564 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPlatformTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPlatformTypes.yaml
@@ -22,516 +22,2072 @@ classes:
   Facebook:
     is_a: SocialMediaPlatformType
     class_uri: wikidata:Q355
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: GENERAL_SOCIAL
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://www.facebook.com/{page_name}
-        - https://www.facebook.com/profile.php?id={id}
-        - https://fb.com/{page_name}
-    comments:
-    - Meta-owned social network
-    - Business pages common for heritage institutions
-    - Events feature useful for exhibition announcements
-    - 'Preserved from prior description: Facebook profile or page. **URL patterns**: - https://www.facebook.com/{page_name} - https://www.facebook.com/profile.php?id={id} - https://fb.com/{page_name} **Features**: - Events, Groups, Marketplace, Stories, Reels - Business pages for institutions - Community building and engagement **Heritage use cases**: - Event announcements (exhibitions, lectures) - Community groups for specific topics - Long-form posts and photo albums'
-    slots:
-    - has_score
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - skos:Concept
-  Threads:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q118901705
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: GENERAL_SOCIAL
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://www.threads.net/@{username}
-    comments:
-    - Meta-owned microblogging platform
-    - Launched 2023 as X/Twitter alternative
-    - Instagram account integration
-    - 'Preserved from prior description: Threads by Meta profile. **URL patterns**: - https://www.threads.net/@{username} **Features**: - Text-based social networking - Instagram integration - ActivityPub federation (planned) **Heritage use cases**: - Alternative to X/Twitter - Text-based engagement - Cross-posting with Instagram'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  VKontakte:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q10290
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: GENERAL_SOCIAL
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://vk.com/{username}
-        - https://vk.com/public{group_id}
-    comments:
-    - Largest Russian social network
-    - Important for Hermitage, Russian museums
-    - Music and video hosting integrated
-    - 'Preserved from prior description: VKontakte (VK) profile or community (Russian social network). **URL patterns**: - https://vk.com/{username} - https://vk.com/public{group_id} **Features**: - Social networking (similar to Facebook) - Music and video hosting - Communities and groups **Heritage use cases**: - Russian-speaking audience engagement - Tourism from Russian-speaking countries - Russian-language content'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  XTwitter:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q918
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: MICROBLOGGING
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://x.com/{username}
-        - https://twitter.com/{username}
-    comments:
-    - Rebranded from Twitter to X in 2023
-    - Both x.com and twitter.com URLs valid
-    - Major platform for GLAM community engagement
-    - 'Preserved from prior description: X (formerly Twitter) profile. **URL patterns**: - https://x.com/{username} - https://twitter.com/{username} **Features**: - Short-form text posts (tweets/posts) - Spaces (audio discussions) - Communities - Professional accounts **Heritage use cases**: - Quick announcements and news - Real-time event coverage - Engagement with researchers and journalists - Hashtag campaigns (#MuseumWeek, #AskACurator)'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Bluesky:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q110992441
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: MICROBLOGGING
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://bsky.app/profile/{handle}
-        - https://bsky.app/profile/{did}
-    comments:
-    - AT Protocol decentralized network
-    - Growing GLAM community presence
-    - Custom feed algorithms
-    - 'Preserved from prior description: Bluesky Social profile. **URL patterns**: - https://bsky.app/profile/{handle} - https://bsky.app/profile/{did} **Features**: - Decentralized social network (AT Protocol) - Custom feeds and algorithms - Portable identity **Heritage use cases**: - Early adopter communities - Decentralized social presence - Alternative to X/Twitter'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Mastodon:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q27986619
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: MICROBLOGGING
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://{instance}/@{username}
-        - https://{instance}/users/{username}
-    comments:
-    - Federated ActivityPub network
-    - GLAM-specific instance at glammr.us
-    - Popular with open source/academic communities
-    - 'Preserved from prior description: Mastodon profile (any instance). **URL patterns**: - https://{instance}/@{username} - https://{instance}/users/{username} **Features**: - Decentralized (federated instances) - ActivityPub protocol - Community-moderated - No advertising **Heritage use cases**: - Open source community engagement - GLAM-specific instances (e.g., glammr.us) - Academic and research communities - Values-aligned social presence'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Weibo:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q20237
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: MICROBLOGGING
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://weibo.com/{username}
-        - https://weibo.com/u/{user_id}
-    comments:
-    - Largest Chinese microblogging platform
-    - Essential for Chinese audience reach
-    - E-commerce integration for museum shops
-    - 'Preserved from prior description: Sina Weibo profile (Chinese microblogging). **URL patterns**: - https://weibo.com/{username} - https://weibo.com/u/{user_id} **Features**: - Microblogging (similar to X/Twitter) - Stories and live streaming - E-commerce integration **Heritage use cases**: - Reaching Chinese audiences - Tourism promotion - Chinese-language content'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Instagram:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q209330
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: IMAGE_FOCUSED
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://www.instagram.com/{username}
-        - https://instagr.am/{username}
-    comments:
-    - Meta-owned photo/video platform
-    - High engagement for visual content
-    - Reels increasingly important for discovery
-    - 'Preserved from prior description: Instagram profile. **URL patterns**: - https://www.instagram.com/{username} - https://instagr.am/{username} **Features**: - Photo and video sharing - Stories (24h ephemeral content) - Reels (short video) - IGTV (long-form video) - Shopping (for museum shops) **Heritage use cases**: - Visual storytelling with collection highlights - Behind-the-scenes conservation work - Exhibition previews - User-generated content campaigns'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Pinterest:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q255296
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: IMAGE_FOCUSED
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://www.pinterest.com/{username}
-        - https://www.pinterest.com/{username}/{board_name}
-    comments:
-    - Visual bookmarking platform
-    - Good for art and design collections
-    - Strong traffic driver to collection pages
-    - 'Preserved from prior description: Pinterest profile/board. **URL patterns**: - https://www.pinterest.com/{username} - https://www.pinterest.com/{username}/{board_name} **Features**: - Visual discovery and bookmarking - Boards for collection curation - Pins with links to collection pages - Idea pins (multi-page content) **Heritage use cases**: - Visual inspiration boards - Collection highlights by theme - Art and design discovery - Driving traffic to collection website'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Flickr:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q103204
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: IMAGE_FOCUSED
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://www.flickr.com/photos/{username}
-        - https://flickr.com/people/{username}
-    comments:
-    - Long-established photo hosting platform
-    - Strong Creative Commons community
-    - Wikimedia Commons integration
-    - 'Preserved from prior description: Flickr profile/photostream. **URL patterns**: - https://www.flickr.com/photos/{username} - https://flickr.com/people/{username} **Features**: - High-resolution photo hosting - Creative Commons licensing - Groups and communities - Albums and collections - Pro storage options **Heritage use cases**: - High-quality collection images (often CC licensed) - Photography communities - Integration with Wikimedia Commons - Long-term image archiving'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  YouTube:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q866
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: VIDEO_FOCUSED
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://www.youtube.com/c/{channel_name}
-        - https://www.youtube.com/@{handle}
-        - https://www.youtube.com/user/{username}
-        - https://www.youtube.com/channel/{channel_id}
-    comments:
-    - Google-owned video platform
-    - Primary platform for long-form heritage video
-    - YouTube Shorts for short-form content
-    - 'Preserved from prior description: YouTube channel. **URL patterns**: - https://www.youtube.com/c/{channel_name} - https://www.youtube.com/@{handle} - https://www.youtube.com/user/{username} - https://www.youtube.com/channel/{channel_id} **Features**: - Long-form video hosting - Live streaming - Shorts (short-form video) - Community posts - Playlists **Heritage use cases**: - Documentary content about collections - Virtual tours and exhibitions - Educational lectures and talks - Conservation process videos'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  TikTok:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q48938886
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: VIDEO_FOCUSED
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://www.tiktok.com/@{username}
-    comments:
-    - ByteDance-owned short video platform
-    - Critical for Gen Z audience reach
-    - Trend-driven content format
-    - 'Preserved from prior description: TikTok profile. **URL patterns**: - https://www.tiktok.com/@{username} **Features**: - Short-form vertical video - Duets and stitches - Live streaming - Sound/music integration **Heritage use cases**: - Reaching younger audiences - Quick, engaging content about collections - Trend participation and cultural relevance - Behind-the-scenes glimpses'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Vimeo:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q156376
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: VIDEO_FOCUSED
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://vimeo.com/{username}
-        - https://vimeo.com/channels/{channel_name}
-    comments:
-    - Professional video hosting platform
-    - Ad-free, high quality preferred by arts sector
-    - Password protection for press previews
-    - 'Preserved from prior description: Vimeo channel/profile. **URL patterns**: - https://vimeo.com/{username} - https://vimeo.com/channels/{channel_name} **Features**: - High-quality video hosting - Password-protected videos - Customizable player - No ads - Professional tools **Heritage use cases**: - High-quality exhibition videos - Professional documentary content - Password-protected preview content for press - Embeddable video for websites'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Twitch:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q20003920
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: VIDEO_FOCUSED
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://www.twitch.tv/{username}
-    comments:
-    - Amazon-owned live streaming platform
-    - Strong for interactive live content
-    - Growing museum presence for virtual tours
-    - 'Preserved from prior description: Twitch channel for live streaming. **URL patterns**: - https://www.twitch.tv/{username} **Features**: - Live streaming - Chat interaction - VOD (video on demand) - Community features **Heritage use cases**: - Live virtual tours - Conservation livestreams - Q&A sessions with curators - Gaming and interactive experiences'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  LinkedIn:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q347
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: PROFESSIONAL
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://www.linkedin.com/company/{company_name}
-        - https://www.linkedin.com/in/{username}
-    comments:
-    - Microsoft-owned professional network
-    - Primary platform for heritage sector jobs
-    - Industry thought leadership
-    - 'Preserved from prior description: LinkedIn company page or profile. **URL patterns**: - https://www.linkedin.com/company/{company_name} - https://www.linkedin.com/in/{username} **Features**: - Professional networking - Job postings - Articles and thought leadership - Events **Heritage use cases**: - Professional networking with cultural sector - Job announcements (curators, conservators) - Thought leadership on heritage topics - Partnerships and collaborations'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  WhatsApp:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q10287072
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: MESSAGING
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://wa.me/{phone_number}
-        - https://chat.whatsapp.com/{invite_code}
-    comments:
-    - Meta-owned messaging platform
-    - Business API for institutional use
-    - Channels feature for broadcasts
-    - 'Preserved from prior description: WhatsApp Business channel or group. **URL patterns**: - https://wa.me/{phone_number} - https://chat.whatsapp.com/{invite_code} **Features**: - Messaging and notifications - Business profiles - Channels (broadcast) - Groups **Heritage use cases**: - Event notifications and reminders - Tour booking confirmations - Community groups - Direct visitor communication'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Telegram:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q32936
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: MESSAGING
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://t.me/{username}
-        - https://telegram.me/{username}
-    comments:
-    - Cloud-based messaging platform
-    - Strong bot ecosystem
-    - Popular for news/announcement channels
-    - 'Preserved from prior description: Telegram channel or group. **URL patterns**: - https://t.me/{username} - https://telegram.me/{username} **Features**: - Channels (broadcast) - Groups (discussion) - Bots and automation - File sharing **Heritage use cases**: - News channels - Discussion groups - Bot-based services (collection lookup) - International audience reach'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  WeChat:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q283233
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: MESSAGING
-      social_media_wikidata_id:
-    comments:
-    - Tencent-owned super-app
-    - Essential for Chinese visitor services
-    - Mini programs for interactive experiences
-    - 'Preserved from prior description: WeChat official account. **Features**: - Official accounts (subscription/service) - Mini programs - Moments - Pay integration **Heritage use cases**: - Chinese visitor engagement - Ticketing and booking - Audio guides - E-commerce for museum shop'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  LINE:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q1371631
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: MESSAGING
-      social_media_wikidata_id:
-    comments:
-    - Primary messaging app in Japan, Taiwan, Thailand
-    - Official account for institutional presence
-    - Sticker communication popular
-    - 'Preserved from prior description: LINE official account (Japanese/Asian messaging platform). **Features**: - Messaging and stickers - Official accounts - Timeline posts - LINE Pay integration **Heritage use cases**: - Japanese visitor engagement - Event notifications - Ticketing integration'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Spotify:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q689141
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: AUDIO
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://open.spotify.com/user/{user_id}
-        - https://open.spotify.com/show/{podcast_id}
-    comments:
-    - Leading podcast/music platform
-    - Growing heritage podcast presence
-    - Exhibition playlists popular
-    - 'Preserved from prior description: Spotify artist/creator profile for audio content. **URL patterns**: - https://open.spotify.com/user/{user_id} - https://open.spotify.com/show/{podcast_id} **Features**: - Podcasts and audio content - Playlists - Artist profiles **Heritage use cases**: - Museum podcasts - Audio guides (via podcast) - Curated playlists for exhibitions - Oral history recordings'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  SoundCloud:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q568769
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: AUDIO
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://soundcloud.com/{username}
-    comments:
-    - Audio hosting platform
-    - Good for oral history embedding
-    - Waveform comment feature unique
-    - 'Preserved from prior description: SoundCloud profile for audio content. **URL patterns**: - https://soundcloud.com/{username} **Features**: - Audio hosting and streaming - Playlists and sets - Comments on waveforms - Embedding **Heritage use cases**: - Audio tours and guides - Oral history collections - Lecture recordings - Music collections'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Medium:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q19868888
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: PUBLISHING
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://medium.com/@{username}
-        - https://{publication}.medium.com
-    comments:
-    - Long-form blogging platform
-    - Good for thought leadership
-    - Publication feature for teams
-    - 'Preserved from prior description: Medium publication or profile. **URL patterns**: - https://medium.com/@{username} - https://{publication}.medium.com **Features**: - Long-form articles - Publications and collections - Partner program - Reading lists **Heritage use cases**: - Thought leadership articles - Research publications - Curator essays - Exhibition context'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Substack:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q65976188
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: PUBLISHING
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://{publication}.substack.com
-        - https://substack.com/@{username}
-    comments:
-    - Newsletter/subscription platform
-    - Growing heritage sector presence
-    - Paid subscription option for members
-    - 'Preserved from prior description: Substack newsletter/publication. **URL patterns**: - https://{publication}.substack.com - https://substack.com/@{username} **Features**: - Newsletter publishing - Paid subscriptions - Podcasts and video - Community notes **Heritage use cases**: - In-depth articles and research - Behind-the-scenes content - Curator perspectives - Membership engagement'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  Patreon:
-    is_a: SocialMediaPlatformType
-    class_uri: wikidata:Q20641943
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: MEMBERSHIP
-      social_media_wikidata_id:
-      has_url:
-        equals_string_in:
-        - https://www.patreon.com/{creator_name}
-    comments:
-    - Membership/patronage platform
-    - Tiered access for supporters
-    - Crowdfunding for special projects
-    - 'Preserved from prior description: Patreon creator page for membership/patronage. **URL patterns**: - https://www.patreon.com/{creator_name} **Features**: - Membership tiers - Exclusive content - Community features - Merchandise integration **Heritage use cases**: - Membership programs - Exclusive content for supporters - Crowdfunding preservation projects - Behind-the-scenes access'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
-  OtherPlatform:
-    is_a: SocialMediaPlatformType
-    class_uri: foaf:OnlineAccount
-    description: 'Social-media platform-type classification for institutional outreach and engagement contexts.'
-    slot_usage:
-      categorized_as:
-        equals_string: OTHER
-      has_label:
-        required: true
-    comments:
-    - Fallback for unlisted platforms
-    - Require platform_name specification
-    - Review for promotion to dedicated class
-    - 'Preserved from prior description: Other social media platform not listed above. Use this for: - Emerging platforms - Regional platforms not covered - Specialized community platforms When using OtherPlatform, always include platform_name field to identify the specific platform.'
-    slots:
-    - has_score
-    broad_mappings:
-    - skos:Concept
+    description: >-
+      Meta-owned social network for community building, events, and institutional outreach.
+    alt_descriptions:
+      nl: Door Meta eigendom sociaal netwerk voor gemeenschapsopbouw, evenementen en institutionele outreach.
+      de: Meta-eigene soziales Netzwerk für Gemeinschaftsbildung, Veranstaltungen und institutionelle Öffentlichkeitsarbeit.
+      fr: Réseau social appartenant à Meta pour la construction de communauté, les événements et la sensibilisation institutionnelle.
+      es: Red social propiedad de Meta para construcción de comunidad, eventos y divulgación institucional.
+      ar: شبكة اجتماعية مملوكة لشركة Meta لبناء المجتمع والفعاليات والتوعية المؤسسية.
+      id: Jejaring sosial milik Meta untuk membangun komunitas, acara, dan outreach kelembagaan.
+      zh: Meta旗下的社交网络，用于社区建设、活动和机构外展。
+    structured_aliases:
+
+      - literal_form: Facebook
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Facebook
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Facebook
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Facebook
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فيسبوك
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Facebook
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 脸书
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Door Meta eigendom tekstgebaseerd sociaal netwerk geïntegreerd met Instagram-accounts.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Meta-eigenes textbasiertes soziales Netzwerk mit Instagram-Integration.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Réseau social textuel appartenant à Meta intégré aux comptes Instagram.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Red social basada en texto propiedad de Meta integrada con cuentas de Instagram.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: شبكة اجتماعية نصية مملوكة لشركة Meta ومتكاملة مع حسابات إنستغرام.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Jejaring sosial berbasis teks milik Meta yang terintegrasi dengan akun Instagram.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: Meta旗下的基于文本的社交网络，与Instagram账户集成。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Threads
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Threads
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Threads
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Threads
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ثريدز
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Threads
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 串门
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Groot Russisch sociaal netwerk met muziek, video-hosting en community-functies.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Großes russisches soziales Netzwerk mit Musik-, Video-Hosting und Community-Funktionen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Grand réseau social russe avec musique, hébergement vidéo et fonctionnalités communautaires.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Gran red social rusa con música, alojamiento de video y funciones de comunidad.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: شبكة اجتماعية روسية كبيرة مع موسيقى واستضافة فيديو وميزات المجتمع.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Jejaring sosial Rusia besar dengan musik, hosting video, dan fitur komunitas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 主要的俄罗斯社交网络，具有音乐、视频托管和社区功能。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: VKontakte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: VKontakte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: VKontakte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: VKontakte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فكونتاكتي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: VKontakte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: VKontakte
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Korte-tekst platform voor realtime aankondigingen en betrokkenheid van de gemeenschap.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kurztext-Plattform für Echtzeit-Ankündigungen und Community-Engagement.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de textes courts pour les annonces en temps réel et l'engagement communautaire.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de texto corto para anuncios en tiempo real y compromiso comunitario.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة نصية قصيرة للإعلانات في الوقت الفعلي ومشاركة المجتمع.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform teks pendek untuk pengumuman real-time dan keterlibatan komunitas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于实时公告和社区参与的短文本平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: X
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: X
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: X
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: X
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: إكس
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: X
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: X平台
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gedecentraliseerd tekstnetwerk met AT Protocol met aangepaste feeds en draagbare identiteit.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Dezentralisiertes Textnetzwerk mit AT-Protokoll mit benutzerdefinierten Feeds und portabler Identität.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Réseau textuel décentralisé utilisant AT Protocol avec flux personnalisés et identité portable.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Red textual descentralizada usando AT Protocol con feeds personalizados e identidad portátil.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: شبكة نصية لامركزية تستخدم بروتوكول AT مع تغذيات مخصصة وهوية محمولة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Jaringan teks terdesentralisasi menggunakan AT Protocol dengan feed kustom dan identitas portabel.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 使用AT协议的去中心化文本网络，具有自定义订阅源和可移植身份。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Bluesky
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Bluesky
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Bluesky
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Bluesky
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بلو سكاي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Bluesky
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 蓝天
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Gefedereerd microblogging-netwerk met ActivityPub en door de gemeenschap gemodereerde instances.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Föderiertes Microblogging-Netzwerk mit ActivityPub und gemeinschaftlich moderierten Instanzen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Réseau de microblogging fédéré utilisant ActivityPub avec instances modérées par la communauté.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Red de microblogging federada usando ActivityPub con instancias moderadas por la comunidad.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: شبكة تدوين مصغرة فيدرالية تستخدم ActivityPub مع مثيلات تُدار من قبل المجتمع.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Jaringan microblogging terfederasi menggunakan ActivityPub dengan instance yang dimoderasi komunitas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 使用ActivityPub的联合微博客网络，具有社区审核的实例。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Mastodon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Mastodon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Mastodon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Mastodon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ماستودون
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Mastodon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 长毛象
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Chinees microblogging-platform essentieel voor het bereiken van Chinees-sprekend publiek.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Chinesische Microblogging-Plattform essentiell für chinesischsprachige Zielgruppen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de microblogging chinoise essentielle pour atteindre les audiences sinophones.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma china de microblogging esencial para alcanzar audiencias de habla china.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة تدوين مصغرة صينية ضرورية للوصول إلى الجماهير الناطقة بالصينية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform microblogging Tiongkok yang penting untuk menjangkau audiens berbahasa Mandarin.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 面向中文受众的重要微博平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Weibo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Weibo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Weibo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Weibo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ويبو
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Weibo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 微博
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Foto- en videodeelplatform voor visuele verhalen en collectie-highlights.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Foto- und Video-Sharing-Plattform für visuelles Storytelling und Sammlungs-Highlights.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de partage de photos et vidéos pour la narration visuelle et les points forts des collections.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de compartir fotos y videos para narración visual y destacados de colecciones.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة مشاركة الصور والفيديو للسرد البصري وأبرز المجموعات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform berbagi foto dan video untuk bercerita visual dan sorotan koleksi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于视觉叙事和馆藏亮点的照片和视频分享平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Instagram
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Instagram
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Instagram
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Instagram
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: إنستغرام
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Instagram
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 照片墙
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Visuele ontdekkings- en bookmarking-platform voor het cureren van thematische beeldcollecties.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Visuelle Entdeckungs- und Bookmarking-Plattform für kuratierte thematische Bildsammlungen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de découverte visuelle et de signets pour organiser des collections d'images thématiques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de descubrimiento visual y marcadores para curar colecciones de imágenes temáticas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة اكتشاف بصري ووضع إشارات مرجعية لتنظيم مجموعات صور موضوعية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform penemuan visual dan penanda untuk mengkurasi koleksi gambar bertema.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于策划主题图像收藏的视觉发现和书签平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Pinterest
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Pinterest
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Pinterest
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Pinterest
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: بنترست
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Pinterest
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 拼趣
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Foto-hostingplatform voor hoge resolutie afbeeldingen met Creative Commons-licentieopties.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Foto-Hosting-Plattform für hochauflösende Bilder mit Creative-Commons-Lizenzoptionen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme d'hébergement de photos pour images haute résolution avec options de licence Creative Commons.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de alojamiento de fotos para imágenes de alta resolución con opciones de licencia Creative Commons.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة استضافة صور للصور عالية الدقة مع خيارات ترخيص المشاع الإبداعي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform hosting foto untuk gambar resolusi tinggi dengan opsi lisensi Creative Commons.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于高分辨率图像的图片托管平台，具有知识共享许可选项。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Flickr
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Flickr
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Flickr
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Flickr
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فليكر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Flickr
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 雅虎相册
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Long-form video-hostingplatform voor documentaires, virtuele tours en educatieve content.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Langform-Video-Hosting-Plattform für Dokumentationen, virtuelle Touren und Bildungsinhalte.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme d'hébergement vidéo de long format pour documentaires, visites virtuelles et contenu éducatif.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de alojamiento de video de formato largo para documentales, tours virtuales y contenido educativo.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة استضافة فيديو طويلة للأفلام الوثائقية والجولات الافتراضية والمحتوى التعليمي.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform hosting video format panjang untuk dokumenter, tur virtual, dan konten edukatif.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于纪录片、虚拟游览和教育内容的长视频托管平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: YouTube
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: YouTube
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: YouTube
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: YouTube
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: يوتيوب
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: YouTube
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 油管
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Korte verticale video-platform voor het bereiken van jonger publiek met trend-gedreven content.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Kurzform-Vertikalvideo-Plattform zur Erreichung jüngerer Zielgruppen mit trendgetriebenem Inhalt.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme vidéo verticale de court format pour atteindre les jeunes audiences avec du contenu tendance.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de video vertical de formato corto para alcanzar audiencias jóvenes con contenido de tendencias.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة فيديو عمودي قصيرة للوصول إلى الجماهير الشابة بمحتوى موجه بالاتجاهات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform video vertikal format pendek untuk menjangkau audiens muda dengan konten berbasis tren.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于通过趋势驱动内容接触年轻受众的短视频垂直平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: TikTok
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: TikTok
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: TikTok
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: TikTok
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تيك توك
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: TikTok
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 抖音海外版
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Professionele advertentievrije video-hosting met wachtwoordbeveiliging en aanpasbare spelers.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Professionelle werbefreie Video-Hosting mit Passwortschutz und anpassbaren Playern.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Hébergement vidéo professionnel sans publicité avec protection par mot de passe et lecteurs personnalisables.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Alojamiento de video profesional sin publicidad con protección de contraseña y reproductores personalizables.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: استضافة فيديو احترافية بدون إعلانات مع حماية بكلمة مرور ومشغلات قابلة للتخصيص.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Hosting video profesional tanpa iklan dengan perlindungan kata sandi dan pemutar yang dapat disesuaikan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 具有密码保护和可自定义播放器的专业无广告视频托管。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Vimeo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Vimeo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Vimeo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Vimeo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فيميو
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Vimeo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: Vimeo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Live-streamingplatform voor interactieve uitzendingen, virtuele tours en vraag-en-antwoordsessies.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Live-Streaming-Plattform für interaktive Übertragungen, virtuelle Touren und Fragerunden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de streaming en direct pour diffusions interactives, visites virtuelles et sessions de questions-réponses.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de transmisión en vivo para transmisiones interactivas, tours virtuales y sesiones de preguntas y respuestas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة بث مباشر للإرسال التفاعلي والجولات الافتراضية وجلسات الأسئلة والأجوبة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform streaming langsung untuk siaran interaktif, tur virtual, dan sesi tanya jawab.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于互动直播、虚拟游览和问答环节的直播平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Twitch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Twitch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Twitch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Twitch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تويتش
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Twitch
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 抽搐
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Professioneel netwerkplatform voor sectorenbanen, partnerschappen en thought leadership.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Professionelle Netzwerkplattform für Branchenjobs, Partnerschaften und Thought Leadership.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de réseautage professionnel pour emplois sectoriels, partenariats et leadership éclairé.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de networking profesional para trabajos del sector, asociaciones y liderazgo intelectual.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة شبكات مهنية لوظائف القطاع والشراكات والقيادة الفكرية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform jaringan profesional untuk pekerjaan sektor, kemitraan, dan pemikiran terkemuka.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于行业工作、合作伙伴关系和思想领导的专业网络平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LinkedIn
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: LinkedIn
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: LinkedIn
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: LinkedIn
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: لينكد إن
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LinkedIn
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 领英
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Berichtenplatform met zakelijke functies voor directe bezoekerscommunicatie en meldingen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Nachrichtenplattform mit Geschäftsfunktionen für direkte Besucherkommunikation und Benachrichtigungen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de messagerie avec fonctionnalités commerciales pour communication visiteur directe et notifications.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de mensajería con funciones comerciales para comunicación directa con visitantes y notificaciones.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة مراسلة مع ميزات تجارية للتواصل المباشر مع الزوار والإشعارات.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform perpesanan dengan fitur bisnis untuk komunikasi pengunjung langsung dan notifikasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 具有商务功能的即时通讯平台，用于直接访客沟通和通知。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: WhatsApp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: WhatsApp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: WhatsApp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: WhatsApp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: واتساب
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: WhatsApp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 瓦茨普
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Cloud-gebaseerd berichtenplatform met kanalen, groepen en bot-automatiseringsmogelijkheden.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Cloud-basierte Nachrichtenplattform mit Kanälen, Gruppen und Bot-Automatisierungsfunktionen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de messagerie basée sur le cloud avec chaînes, groupes et capacités d'automatisation de bots.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de mensajería basada en la nube con canales, grupos y capacidades de automatización de bots.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة مراسلة سحابية مع قنوات ومجموعات وقدرات أتمتة البوت.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform perpesanan berbasis cloud dengan saluran, grup, dan kemampuan otomatisasi bot.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 基于云的即时通讯平台，具有频道、群组和机器人自动化功能。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Telegram
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Telegram
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Telegram
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Telegram
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تيليجرام
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Telegram
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 电报
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Chinese super-app die berichten, betalingen en mini-programma's combineert voor bezoekersservices.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Chinese Super-App, die Messaging, Zahlungen und Mini-Programme für Besucherdienste kombiniert.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Super-application chinoise combinant messagerie, paiements et mini-programmes pour les services aux visiteurs.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Súper aplicación china que combina mensajería, pagos y mini programas para servicios al visitante.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: تطبيق صيني فائق يجمع بين المراسلة والمدفوعات والبرامج المصغرة لخدمات الزوار.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Aplikasi super Tiongkok yang menggabungkan perpesanan, pembayaran, dan mini program untuk layanan pengunjung.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 集消息、支付和迷你程序于一体的中国超级应用，用于访客服务。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: WeChat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: WeChat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: WeChat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: WeChat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: وي تشات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: WeChat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 微信
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Japans berichtenplatform met officiële accounts en betalingsintegratie voor Aziatisch publiek.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Japanische Nachrichtenplattform mit offiziellen Konten und Zahlungsintegration für asiatische Zielgruppen.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de messagerie japonaise avec comptes officiels et intégration de paiement pour les audiences asiatiques.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de mensajería japonesa con cuentas oficiales e integración de pagos para audiencias asiáticas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة مراسلة يابانية مع حسابات رسمية وتكامل الدفع للجماهير الآسيوية.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform perpesanan Jepang dengan akun resmi dan integrasi pembayaran untuk audiens Asia.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 具有官方账户和支付集成的日本即时通讯平台，面向亚洲受众。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: LINE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: LINE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: LINE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: LINE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: لاين
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: LINE
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 连我
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Audio-streamingplatform voor podcasts, audiogidsen en samengestelde tentoonstellingsafspeellijsten.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Audio-Streaming-Plattform für Podcasts, Audioführer und kuratierte Ausstellungs-Playlists.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de streaming audio pour podcasts, audioguides et playlists d'exposition organisées.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de transmisión de audio para podcasts, guías de audio y listas de reproducción de exposiciones curadas.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة بث صوتي للبودكاست والأدلة الصوتية وقوائم تشغيل المعارض المنسقة.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform streaming audio untuk podcast, panduan audio, dan daftar putar pameran yang dikurasi.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于播客、音频指南和策划展览播放列表的音频流媒体平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Spotify
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Spotify
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Spotify
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Spotify
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: سبوتيفاي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Spotify
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 声田
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Audio-hostingplatform voor mondelinge geschiedenissen, lezingopnames en in te sluiten audiocontent.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Audio-Hosting-Plattform für mündliche Geschichte, Vorlesungsaufzeichnungen und einbettbare Audioinhalte.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme d'hébergement audio pour histoires orales, enregistrements de conférences et contenu audio intégrable.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de alojamiento de audio para historias orales, grabaciones de conferencias y contenido de audio embebible.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة استضافة صوتية للتاريخ الشفهي وتسجيلات المحاضرات والمحتوى الصوتي القابل للتضمين.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform hosting audio untuk sejarah lisan, rekaman kuliah, dan konten audio yang dapat disematkan.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于口述历史、讲座录音和可嵌入音频内容的音频托管平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: SoundCloud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: SoundCloud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SoundCloud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SoundCloud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ساوند كلاود
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SoundCloud
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 声云
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Long-form blogging-platform voor onderzoekspublicaties en curator-essays.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Langform-Blogging-Plattform für Forschungsveröffentlichungen und Kuratoren-Aufsätze.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de blog de format long pour publications de recherche et essais de conservateurs.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de blog de formato largo para publicaciones de investigación y ensayos de curadores.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة تدوين طويلة للنشر البحثي ومقالات القيمين.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform blog format panjang untuk publikasi penelitian dan esai kurator.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于研究出版物和策展人论文的长篇博客平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Medium
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Medium
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Medium
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Medium
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ميديوم
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Medium
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 媒介
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Nieuwsbriefplatform met abonnementsopties voor diepgaande artikelen en ledenbetrokkenheid.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Newsletter-Plattform mit Abonnementoptionen für ausführliche Artikel und Mitgliederengagement.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme de newsletter avec options d'abonnement pour articles approfondis et engagement des membres.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de boletín con opciones de suscripción para artículos detallados y compromiso de miembros.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة نشر إخباري مع خيارات الاشتراك للمقالات المتعمقة ومشاركة الأعضاء.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform buletin dengan opsi berlangganan untuk artikel mendalam dan keterlibatan anggota.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 具有订阅选项的新闻通讯平台，用于深度文章和会员参与。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Substack
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Substack
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Substack
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Substack
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: سبستاك
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Substack
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 子栈
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Lidmaatschapsplatform met gelaagde toegang en exclusieve content voor ondersteuners.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Mitgliedschaftsplattform mit gestaffeltem Zugang und exklusiven Inhalten für Unterstützer.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Plateforme d'adhésion avec accès hiérarchisé et contenu exclusif pour les soutiens.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Plataforma de membresía con acceso escalonado y contenido exclusivo para seguidores.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة عضوية مع وصول متدرج ومحتوى حصري للمؤيدين.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Platform keanggotaan dengan akses bertingkat dan konten eksklusif untuk pendukung.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 具有分层访问和支持者独家内容的会员平台。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Patreon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Patreon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Patreon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Patreon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: باتريون
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Patreon
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 赞助者
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Terugvalcategorie voor opkomende, regionale of gespecialiseerde platforms die niet anderszins zijn geclassificeerd.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Rückfallkategorie für aufkommende, regionale oder spezialisierte Plattformen, die nicht anders klassifiziert sind.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Catégorie de repli pour les plateformes émergentes, régionales ou spécialisées non classées ailleurs.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Categoría de respaldo para plataformas emergentes, regionales o especializadas no clasificadas de otra manera.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: فئة احتياطية للمنصات الناشئة أو الإقليمية أو المتخصصة غير المصنفة بخلاف ذلك.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Kategori fallback untuk platform yang muncul, regional, atau khusus yang tidak diklasifikasikan sebaliknya.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 用于其他未分类的新兴、区域或专业平台的备用类别。
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AnderPlatform
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: AnderePlattform
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: AutrePlateforme
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: OtraPlataforma
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: منصة أخرى
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: PlatformLain
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 其他平台
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPostType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPostType.yaml
index 3bca7bf5be..3852d8ed06 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPostType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPostType.yaml
@@ -46,64 +46,231 @@ classes:
       zh: >-
         用于分类社交媒体内容格式和发布类型的抽象分类概念。
     structured_aliases:
-      nl:
-        - social media berichttype
-        - postformaat
-      de:
-        - Social-Media-Beitragstyp
-        - Postformat
-      fr:
-        - type de post réseaux sociaux
-        - format de publication
-      es:
-        - tipo de post en redes sociales
-        - formato de publicación
-      ar:
-        - نوع منشور وسائل التواصل
-        - تنسيق النشر
-      id:
-        - jenis posting media sosial
-        - format postingan
-      zh:
-        - 社交媒体帖子类型
-        - 发布格式
-    keywords:
-      - social media post type
-      - content format
-      - publication type
-      - media category
-      - post format
-    related_mappings:
-    - as:Object
-    - schema:MediaObject
-    slots:
-    - identified_by
-    - has_label
-    - has_description
-    - categorized_as
-    - applicable_in
-    - has_format
-    - has_time_interval
-    - ephemeral
-    - has_use_case
-    - has_score
-    slot_usage:
-      identified_by:
-        identifier: true
-        required: true
-      has_label:
-        required: true
-    comments:
-    - Abstract base class; use concrete subclasses in `schemas/20251121/linkml/modules/classes/SocialMediaPostTypes.yaml`.
-    - Represents post TYPE concepts (formats), not individual SocialMediaPost instances.
-    - A single post can legitimately have multiple post types (e.g., carousel containing both images and videos).
-    - Activity Streams 2.0 terms (as:Video, as:Image, as:Note, as:Audio, as:Article) provide interoperability targets.
-    see_also:
-    - https://www.w3.org/TR/activitystreams-vocabulary/
-    - https://www.w3.org/ns/activitystreams#Object
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
-    broad_mappings:
-    - skos:Concept
+
+      - literal_form: social media berichttype
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: postformaat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Social-Media-Beitragstyp
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Postformat
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: type de post réseaux sociaux
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: format de publication
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: tipo de post en redes sociales
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: formato de publicación
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: نوع منشور وسائل التواصل
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: تنسيق النشر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: jenis posting media sosial
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: format postingan
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 社交媒体帖子类型
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 发布格式
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: social media post type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: content format
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: publication type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: media category
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: post format
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: as:Object
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:MediaObject
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_label
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_description
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: categorized_as
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: applicable_in
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_format
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_time_interval
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ephemeral
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_use_case
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Abstract base class; use concrete subclasses in `schemas/20251121/linkml/modules/classes/SocialMediaPostTypes.yaml`.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Represents post TYPE concepts (formats), not individual SocialMediaPost instances.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: A single post can legitimately have multiple post types (e.g., carousel containing both images and videos).
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Activity Streams 2.0 terms (as:Video, as:Image, as:Note, as:Audio, as:Article) provide interoperability targets.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: https://www.w3.org/TR/activitystreams-vocabulary/
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: https://www.w3.org/ns/activitystreams#Object
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPostTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPostTypes.yaml
index 0c44117ff8..4724905f03 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPostTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SocialMediaPostTypes.yaml
@@ -23,9 +23,42 @@ classes:
   VideoPostType:
     is_a: SocialMediaPostType
     class_uri: as:Video
-    description: Standard long-form video social media post type.
-    exact_mappings:
+    description: >-
+      Long-form video content format for educational, documentary, and promotional purposes.
+    alt_descriptions:
+      nl: Langdurig videocontentformaat voor educatieve, documentaire en promotionele doeleinden.
+      de: Langformat-Videoinhalt für Bildungs-, Dokumentar- und Werbezwecke.
+      fr: Contenu vidéo long format à des fins éducatives, documentaires et promotionnelles.
+      es: Contenido de video de formato largo para fines educativos, documentales y promocionales.
+      ar: محتوى فيديو طويل للأغراض التعليمية والوثائقية والترويجية.
+      id: Konten video format panjang untuk tujuan pendidikan, dokumenter, dan promosi.
+      zh: 用于教育、纪录片和宣传目的的长视频内容格式。
+    structured_aliases:
+    - literal_form: video-post-type
+      in_language: nl
+    - literal_form: VideoPostType
+      in_language: de
+    - literal_form: type-post-video
+      in_language: fr
+    - literal_form: tipo-post-video
+      in_language: es
+    - literal_form: نوع-منشور-الفيديو
+      in_language: ar
+    - literal_form: tipe-postingan-video
+      in_language: id
+    - literal_form: 视频帖子类型
+      in_language: zh
+    keywords:
+    - video
+    - long-form content
+    - educational video
+    - documentary
+    - promotional content
+    - YouTube
+    - Vimeo
+    broad_mappings:
     - as:Video
+    - skos:Concept
     close_mappings:
     - schema:VideoObject
     slot_usage:
@@ -57,12 +90,42 @@ classes:
       specificity_score: 0.1
       specificity_rationale: Generic utility class/slot created during migration
       custodian_types: '[''*'']'
-    broad_mappings:
-    - skos:Concept
   ShortVideoPostType:
     is_a: SocialMediaPostType
     class_uri: hc:ShortVideo
-    description: Short-form mobile-first video post type with platform duration constraints.
+    description: >-
+      Vertical short-form video format optimized for mobile consumption with platform-specific duration limits.
+    alt_descriptions:
+      nl: Verticaal kort videoformaat geoptimaliseerd voor mobiel gebruik met platformspecifieke duurlimieten.
+      de: Vertikales Kurzvideoformat optimiert für mobile Nutzung mit plattformspezifischen Dauergrenzen.
+      fr: Format vidéo court vertical optimisé pour la consommation mobile avec des limites de durée spécifiques à la plateforme.
+      es: Formato de video corto vertical optimizado para consumo móvil con límites de duración específicos de la plataforma.
+      ar: تنسيق فيديو قصير عمودي محسن للاستهلاك المحمول مع حدود مدة محددة للمنصة.
+      id: Format video pendek vertikal yang dioptimalkan untuk konsumsi seluler dengan batas durasi spesifik platform.
+      zh: 针对移动消费优化并具有平台特定时长限制的垂直短视频格式。
+    structured_aliases:
+    - literal_form: korte-video-post-type
+      in_language: nl
+    - literal_form: KurzVideoPostType
+      in_language: de
+    - literal_form: type-post-video-court
+      in_language: fr
+    - literal_form: tipo-post-video-corto
+      in_language: es
+    - literal_form: نوع-منشور-الفيديو-القصير
+      in_language: ar
+    - literal_form: tipe-postingan-video-pendek
+      in_language: id
+    - literal_form: 短视频帖子类型
+      in_language: zh
+    keywords:
+    - short video
+    - vertical video
+    - TikTok
+    - Reels
+    - mobile-first
+    - short-form content
+    - 90 seconds
     close_mappings:
     - as:Video
     slot_usage:
@@ -93,9 +156,42 @@ classes:
   ImagePostType:
     is_a: SocialMediaPostType
     class_uri: as:Image
-    description: Static image social media post type for photos, graphics, or scans.
-    exact_mappings:
+    description: >-
+      Static visual content format for photographs, graphics, and digitized materials.
+    alt_descriptions:
+      nl: Statisch visueel inhoudsformaat voor foto's, grafisch materiaal en gedigitaliseerde materialen.
+      de: Statisches visuelles Inhaltsformat für Fotos, Grafiken und digitalisiertes Material.
+      fr: Format de contenu visuel statique pour photographies, graphiques et matériaux numérisés.
+      es: Formato de contenido visual estático para fotografías, gráficos y materiales digitalizados.
+      ar: تنسيق محتوى بصري ثابت للصور والرسومات والمواد الرقمية.
+      id: Format konten visual statis untuk foto, grafis, dan materi yang didigitalkan.
+      zh: 用于照片、图形和数字化材料的静态视觉内容格式。
+    structured_aliases:
+    - literal_form: afbeelding-post-type
+      in_language: nl
+    - literal_form: BildPostType
+      in_language: de
+    - literal_form: type-post-image
+      in_language: fr
+    - literal_form: tipo-post-imagen
+      in_language: es
+    - literal_form: نوع-منشور-الصورة
+      in_language: ar
+    - literal_form: tipe-postingan-gambar
+      in_language: id
+    - literal_form: 图像帖子类型
+      in_language: zh
+    keywords:
+    - image
+    - photograph
+    - visual content
+    - Instagram
+    - Pinterest
+    - Flickr
+    - digitized materials
+    broad_mappings:
     - as:Image
+    - skos:Concept
     close_mappings:
     - schema:ImageObject
     slot_usage:
@@ -125,14 +221,46 @@ classes:
     - Flickr for high-resolution and CC licensing
     slots:
     - has_score
-    broad_mappings:
-    - skos:Concept
   TextPostType:
     is_a: SocialMediaPostType
     class_uri: as:Note
-    description: Text-centric social media post type for short written updates.
-    exact_mappings:
+    description: >-
+      Text-based content format for short written updates, announcements, and commentary.
+    alt_descriptions:
+      nl: Tekstgebaseerd inhoudsformaat voor korte geschreven updates, aankondigingen en commentaar.
+      de: Textbasiertes Inhaltsformat für kurze schriftliche Updates, Ankündigungen und Kommentare.
+      fr: Format de contenu textuel pour de courtes mises à jour écrites, annonces et commentaires.
+      es: Formato de contenido basado en texto para actualizaciones breves, anuncios y comentarios.
+      ar: تنسيق محتوى نصي للتحديثات المكتوبة القصيرة والإعلانات والتعليقات.
+      id: Format konten berbasis teks untuk pembaruan tertulis singkat, pengumuman, dan komentar.
+      zh: 用于简短书面更新、公告和评论的文本内容格式。
+    structured_aliases:
+    - literal_form: tekst-post-type
+      in_language: nl
+    - literal_form: TextPostType
+      in_language: de
+    - literal_form: type-post-texte
+      in_language: fr
+    - literal_form: tipo-post-texto
+      in_language: es
+    - literal_form: نوع-منشور-النص
+      in_language: ar
+    - literal_form: tipe-postingan-teks
+      in_language: id
+    - literal_form: 文本帖子类型
+      in_language: zh
+    keywords:
+    - text
+    - announcement
+    - commentary
+    - microblogging
+    - Mastodon
+    - Bluesky
+    - Twitter
+    - Threads
+    broad_mappings:
     - as:Note
+    - skos:Concept
     close_mappings:
     - schema:SocialMediaPosting
     slot_usage:
@@ -156,12 +284,42 @@ classes:
     - Hashtags important for heritage campaigns
     slots:
     - has_score
-    broad_mappings:
-    - skos:Concept
   StoryPostType:
     is_a: SocialMediaPostType
     class_uri: hc:Story
-    description: Ephemeral story-format post type, typically auto-expiring after 24 hours.
+    description: >-
+      Temporary visual content format that automatically expires after a defined period.
+    alt_descriptions:
+      nl: Tijdelijk visueel inhoudsformaat dat automatisch verloopt na een gedefinieerde periode.
+      de: Vorübergehendes visuelles Inhaltsformat, das nach einem definierten Zeitraum automatisch abläuft.
+      fr: Format de contenu visuel temporaire qui expire automatiquement après une période définie.
+      es: Formato de contenido visual temporal que expira automáticamente después de un período definido.
+      ar: تنسيق محتوى بصري مؤقت ينتهي تلقائيًا بعد فترة محددة.
+      id: Format konten visual sementara yang kedaluwarsa secara otomatis setelah periode tertentu.
+      zh: 在定义时期后自动过期的临时视觉内容格式。
+    structured_aliases:
+    - literal_form: verhaal-post-type
+      in_language: nl
+    - literal_form: StoryPostType
+      in_language: de
+    - literal_form: type-post-story
+      in_language: fr
+    - literal_form: tipo-post-historia
+      in_language: es
+    - literal_form: نوع-منشور-القصة
+      in_language: ar
+    - literal_form: tipe-postingan-cerita
+      in_language: id
+    - literal_form: 故事帖子类型
+      in_language: zh
+    keywords:
+    - story
+    - ephemeral content
+    - temporary
+    - 24-hour
+    - Instagram Stories
+    - Snapchat
+    - Facebook Stories
     close_mappings:
     - as:Note
     - schema:SocialMediaPosting
@@ -190,7 +348,40 @@ classes:
   LiveStreamPostType:
     is_a: SocialMediaPostType
     class_uri: hc:LiveStream
-    description: Live broadcast social media post type with real-time audience interaction.
+    description: >-
+      Real-time broadcast format enabling synchronous audience interaction during transmission.
+    alt_descriptions:
+      nl: Real-time uitzendformaat dat synchrone publieksinteractie mogelijk maakt tijdens de uitzending.
+      de: Echtzeit-Sendeformat, das synchrone Publikumsinteraktion während der Übertragung ermöglicht.
+      fr: Format de diffusion en direct permettant l'interaction synchrone avec l'audience pendant la transmission.
+      es: Formato de transmisión en vivo que permite la interacción sincrónica con la audiencia durante la transmisión.
+      ar: تنسيق بث مباشر يتيح تفاعل الجمهور المتزامن أثناء البث.
+      id: Format siaran langsung yang memungkinkan interaksi audiens sinkron selama transmisi.
+      zh: 在传输期间实现同步受众交互的实时广播格式。
+    structured_aliases:
+    - literal_form: live-stream-post-type
+      in_language: nl
+    - literal_form: LiveStreamPostType
+      in_language: de
+    - literal_form: type-post-direct
+      in_language: fr
+    - literal_form: tipo-post-en-vivo
+      in_language: es
+    - literal_form: نوع-منشور-البث-المباشر
+      in_language: ar
+    - literal_form: tipe-postingan-live-stream
+      in_language: id
+    - literal_form: 直播帖子类型
+      in_language: zh
+    keywords:
+    - live stream
+    - real-time
+    - broadcast
+    - interactive
+    - YouTube Live
+    - Twitch
+    - Facebook Live
+    - Instagram Live
     close_mappings:
     - as:Video
     - schema:VideoObject
@@ -220,9 +411,42 @@ classes:
   AudioPostType:
     is_a: SocialMediaPostType
     class_uri: as:Audio
-    description: Audio-focused social media post type including podcasts and audio guides.
-    exact_mappings:
+    description: >-
+      Sound-based content format including podcasts, audio guides, and oral history recordings.
+    alt_descriptions:
+      nl: Geluidgebaseerd inhoudsformaat inclusief podcasts, audiogidsen en mondelinge geschiedenisopnames.
+      de: Klangbasiertes Inhaltsformat einschließlich Podcasts, Audioguides und Oral-History-Aufnahmen.
+      fr: Format de contenu sonore comprenant podcasts, audioguides et enregistrements d'histoire orale.
+      es: Formato de contenido basado en sonido que incluye podcasts, guías de audio y grabaciones de historia oral.
+      ar: تنسيق محتوى صوتي يشمل البودكاست والأدلة الصوتية وتسجيلات التاريخ الشفهي.
+      id: Format konten berbasis suara termasuk podcast, panduan audio, dan rekaman sejarah lisan.
+      zh: 包括播客、音频指南和口述历史录音的基于声音的内容格式。
+    structured_aliases:
+    - literal_form: audio-post-type
+      in_language: nl
+    - literal_form: AudioPostType
+      in_language: de
+    - literal_form: type-post-audio
+      in_language: fr
+    - literal_form: tipo-post-audio
+      in_language: es
+    - literal_form: نوع-منشور-الصوت
+      in_language: ar
+    - literal_form: tipe-postingan-audio
+      in_language: id
+    - literal_form: 音频帖子类型
+      in_language: zh
+    keywords:
+    - audio
+    - podcast
+    - audio guide
+    - oral history
+    - Spotify
+    - SoundCloud
+    - Apple Podcasts
+    broad_mappings:
     - as:Audio
+    - skos:Concept
     close_mappings:
     - schema:AudioObject
     - schema:PodcastEpisode
@@ -251,14 +475,45 @@ classes:
     - Oral histories preserve community voices
     slots:
     - has_score
-    broad_mappings:
-    - skos:Concept
   ArticlePostType:
     is_a: SocialMediaPostType
     class_uri: as:Article
-    description: Long-form article or blog-style social media publishing post type.
-    exact_mappings:
+    description: >-
+      Long-form written content format for in-depth exploration of heritage topics and narratives.
+    alt_descriptions:
+      nl: Langdurig geschreven inhoudsformaat voor diepgaande verkenning van erfgoedonderwerpen en -verhalen.
+      de: Langformates schriftliches Inhaltsformat für eingehende Erkundung von Erbethemen und -erzählungen.
+      fr: Format de contenu écrit long format pour une exploration approfondie des sujets et récits patrimoniaux.
+      es: Formato de contenido escrito extenso para la exploración en profundidad de temas y narrativas patrimoniales.
+      ar: تنسيق محتوى مكتوب طويل للاستكشاف المتعمق لمواضيع وروايات التراث.
+      id: Format konten tertulis panjang untuk eksplorasi mendalam topik dan narasi warisan.
+      zh: 用于深入探索遗产主题和叙事的长篇书面内容格式。
+    structured_aliases:
+    - literal_form: artikel-post-type
+      in_language: nl
+    - literal_form: ArtikelPostType
+      in_language: de
+    - literal_form: type-post-article
+      in_language: fr
+    - literal_form: tipo-post-articulo
+      in_language: es
+    - literal_form: نوع-منشور-المقال
+      in_language: ar
+    - literal_form: tipe-postingan-artikel
+      in_language: id
+    - literal_form: 文章帖子类型
+      in_language: zh
+    keywords:
+    - article
+    - long-form writing
+    - blog
+    - Medium
+    - Substack
+    - LinkedIn Articles
+    - in-depth content
+    broad_mappings:
     - as:Article
+    - skos:Concept
     close_mappings:
     - schema:Article
     - schema:BlogPosting
@@ -281,12 +536,42 @@ classes:
     - LinkedIn Articles for professional audience
     slots:
     - has_score
-    broad_mappings:
-    - skos:Concept
   ThreadPostType:
     is_a: SocialMediaPostType
     class_uri: hc:Thread
-    description: Multi-post threaded narrative social media post type.
+    description: >-
+      Sequential multi-post format for extended narrative storytelling across linked entries.
+    alt_descriptions:
+      nl: Sequentieel multi-postformaat voor uitgebreide narratieve verhalen over gekoppelde vermeldingen.
+      de: Sequentielles Multi-Post-Format für erweiterte erzählerische Geschichten über verknüpfte Einträge.
+      fr: Format multi-message séquentiel pour des récits narratifs étendus à travers des entrées liées.
+      es: Formato secuencial de múltiples publicaciones para narrativas extendidas a través de entradas vinculadas.
+      ar: تنسيق متسلسل متعدد المنشورات لسرد القصص الموسعة عبر الإدخالات المرتبطة.
+      id: Format multi-posting berurutan untuk cerita naratif yang diperpanjang melalui entri tertaut.
+      zh: 通过链接条目进行扩展叙事讲故事的顺序多帖格式。
+    structured_aliases:
+    - literal_form: thread-post-type
+      in_language: nl
+    - literal_form: ThreadPostType
+      in_language: de
+    - literal_form: type-post-fil
+      in_language: fr
+    - literal_form: tipo-post-hilo
+      in_language: es
+    - literal_form: نوع-منشور-الخيط
+      in_language: ar
+    - literal_form: tipe-postingan-utas
+      in_language: id
+    - literal_form: 串帖类型
+      in_language: zh
+    keywords:
+    - thread
+    - multi-post
+    - sequential
+    - storytelling
+    - Twitter thread
+    - Bluesky thread
+    - narrative
     close_mappings:
     - as:Collection
     - schema:ItemList
@@ -314,7 +599,39 @@ classes:
   CarouselPostType:
     is_a: SocialMediaPostType
     class_uri: hc:Carousel
-    description: Swipeable multi-item social media post type combining multiple media assets.
+    description: >-
+      Swipeable multi-item format combining multiple images or media assets in a single post.
+    alt_descriptions:
+      nl: Veegbaar multi-itemformaat dat meerdere afbeeldingen of media-assets combineert in één bericht.
+      de: Wischbares Multi-Item-Format, das mehrere Bilder oder Medien-Assets in einem einzigen Post kombiniert.
+      fr: Format multi-éléments glissable combinant plusieurs images ou ressources média dans une seule publication.
+      es: Formato deslizable de múltiples elementos que combina múltiples imágenes o recursos multimedia en una sola publicación.
+      ar: تنسيق متعدد العناصر القابلة للتمرير يجمع صورًا متعددة أو أصول وسائط في منشور واحد.
+      id: Format multi-item yang dapat digeser menggabungkan beberapa gambar atau aset media dalam satu postingan.
+      zh: 在单个帖子中组合多个图像或媒体资产的可滑动多项目格式。
+    structured_aliases:
+    - literal_form: carousel-post-type
+      in_language: nl
+    - literal_form: CarouselPostType
+      in_language: de
+    - literal_form: type-post-carrousel
+      in_language: fr
+    - literal_form: tipo-post-carrusel
+      in_language: es
+    - literal_form: نوع-منشور-الكاروسيل
+      in_language: ar
+    - literal_form: tipe-postingan-carousel
+      in_language: id
+    - literal_form: 轮播帖子类型
+      in_language: zh
+    keywords:
+    - carousel
+    - swipeable
+    - multi-image
+    - gallery
+    - Instagram carousel
+    - LinkedIn carousel
+    - engagement
     close_mappings:
     - as:Collection
     - schema:ImageGallery
@@ -342,7 +659,37 @@ classes:
   OtherPostType:
     is_a: SocialMediaPostType
     class_uri: as:Object
-    description: Fallback social media post type for uncategorized or emerging formats.
+    description: >-
+      Fallback category for content formats not matching established classifications.
+    alt_descriptions:
+      nl: Terugvalcategorie voor inhoudsformaten die niet overeenkomen met gevestigde classificaties.
+      de: Rückfallkategorie für Inhaltsformate, die nicht mit etablierten Klassifikationen übereinstimmen.
+      fr: Catégorie de repli pour les formats de contenu ne correspondant pas aux classifications établies.
+      es: Categoría alternativa para formatos de contenido que no coinciden con las clasificaciones establecidas.
+      ar: فئة احتياطية لتنسيقات المحتوى التي لا تتوافق مع التصنيفات المعمول بها.
+      id: Kategori fallback untuk format konten yang tidak cocok dengan klasifikasi yang mapan.
+      zh: 不匹配既定分类的内容格式的回退类别。
+    structured_aliases:
+    - literal_form: overig-post-type
+      in_language: nl
+    - literal_form: SonstigesPostType
+      in_language: de
+    - literal_form: type-post-autre
+      in_language: fr
+    - literal_form: tipo-post-otro
+      in_language: es
+    - literal_form: نوع-منشور-آخر
+      in_language: ar
+    - literal_form: tipe-postingan-lainnya
+      in_language: id
+    - literal_form: 其他帖子类型
+      in_language: zh
+    keywords:
+    - other
+    - fallback
+    - uncategorized
+    - miscellaneous
+    - unspecified format
     close_mappings:
     - as:Object
     - schema:MediaObject
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SoundArchive.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SoundArchive.yaml
index 8ffe921791..bfe4d05754 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SoundArchive.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SoundArchive.yaml
@@ -37,63 +37,201 @@ classes:
       zh: >-
         专门收集、保存和提供包括音乐、口语和环境声音在内的音频录音访问的机构。
     structured_aliases:
-      nl:
-        - geluidsarchief
-        - audioarchief
-      de:
-        - Schallarchiv
-        - Tonarchiv
-      fr:
-        - phonothèque
-        - archives sonores
-      es:
-        - fonoteca
-        - archivo sonoro
-      ar:
-        - أرشيف الصوت
-        - فونوتيك
-      id:
-        - arsip suara
-        - arsip audio
-      zh:
-        - 音响档案馆
-        - 声音档案
-    keywords:
-      - sound archive
-      - audio archive
-      - phonothèque
-      - audio recordings
-      - sound collection
-    is_a: ArchiveOrganizationType
-    class_uri: schema:ArchiveOrganization
-    slots:
-    - has_type
-    - hold_record_set
-    - has_score
-    - related_to
-    - identified_by
-    close_mappings:
-    - rico:CorporateBody
-    - skos:Concept
-    - wd:Q2230431
-    broad_mappings:
-    - wd:Q166118
-    annotations:
-      label_de: Schallarchiv
-      label_es: fonoteca
-      label_fr: "phonoth\xE8que"
-      record_set_type: true
-      custodian_type: true
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: '[''*'']'
-    slot_usage:
-      related_to:
-        range: WikidataAlignment
-        inlined: true
-    see_also:
-    - RadioArchive
-    - MediaArchive
-    - AudiovisualArchive
-    - MusicArchive
-    - AnimalSoundArchive
+
+      - literal_form: geluidsarchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: audioarchief
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Schallarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Tonarchiv
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: phonothèque
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: archives sonores
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: fonoteca
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: archivo sonoro
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: أرشيف الصوت
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: فونوتيك
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: arsip suara
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: arsip audio
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 音响档案馆
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 声音档案
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: sound archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: audio archive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: phonothèque
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: audio recordings
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: sound collection
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_type
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: hold_record_set
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_score
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: related_to
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: identified_by
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: rico:CorporateBody
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: skos:Concept
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q2230431
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: wd:Q166118
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: RadioArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MediaArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AudiovisualArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: MusicArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: AnimalSoundArchive
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SoundArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SoundArchiveRecordSetType.yaml
index 6ed357531d..f2c15b256f 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SoundArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SoundArchiveRecordSetType.yaml
@@ -38,10 +38,39 @@ classes:
         koleksi dokumentasi akustik.
       zh: >-
         用于聚合音频录音、口述历史访谈和声学文档收藏的分类法节点。
+    structured_aliases:
+    - literal_form: geluidsarchief-bestandstype
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: Audioarchiv-Bestandstyp
+      predicate: EXACT_SYNONYM
+      in_language: de
+    - literal_form: type de fonds d'archives sonores
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: tipo de fondo de archivo sonoro
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نوع أرشيف الصوت
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tipe fonds arsip suara
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 音频档案文献类型
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - audio recordings
+    - oral history
+    - acoustic documentation
+    - sound collections
     is_a: CollectionType
     class_uri: rico:RecordSetType
     broad_mappings:
       - rico:RecordSetType
+      - skos:Concept
+      - crm:E55_Type
     see_also:
       - SoundArchive
       - rico:RecordSetType
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SourceCoordinates.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SourceCoordinates.yaml
index b476dcd028..6d6800e549 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SourceCoordinates.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SourceCoordinates.yaml
@@ -41,44 +41,153 @@ classes:
       zh: >-
         带有来源元数据的地理坐标对，指示所使用的地理编码来源或方法。
     structured_aliases:
-      nl:
-        - broncoördinaten
-        - geverifieerde locatie
-      de:
-        - Quellkoordinaten
-        - verifizierter Standort
-      fr:
-        - coordonnées source
-        - localisation vérifiée
-      es:
-        - coordenadas fuente
-        - ubicación verificada
-      ar:
-        - إحداثيات المصدر
-        - الموقع الموثق
-      id:
-        - koordinat sumber
-        - lokasi terverifikasi
-      zh:
-        - 源坐标
-        - 已验证位置
-    keywords:
-      - source coordinates
-      - geographic location
-      - coordinate provenance
-      - verified location
-      - geo reference
-    class_uri: geo:Point
-    broad_mappings:
-      - schema:GeoCoordinates
-      - prov:Location
-    comments:
-      - Adds a source indicator (e.g., google_maps, wikidata) to a latitude/longitude pair.
-    annotations:
-      specificity_score: 0.1
-      specificity_rationale: Generic utility class/slot created during migration
-      custodian_types: "['*']"
-    slots:
-    - has_latitude
-    - has_longitude
-    - has_source
+
+      - literal_form: broncoördinaten
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: geverifieerde locatie
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Quellkoordinaten
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: verifizierter Standort
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: coordonnées source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: localisation vérifiée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: coordenadas fuente
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: ubicación verificada
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: إحداثيات المصدر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: الموقع الموثق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: koordinat sumber
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: lokasi terverifikasi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 源坐标
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 已验证位置
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: source coordinates
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geographic location
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: coordinate provenance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: verified location
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: geo reference
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:GeoCoordinates
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Location
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: Adds a source indicator (e.g., google_maps, wikidata) to a latitude/longitude pair.
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_latitude
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_longitude
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_source
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SpecialCollectionRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SpecialCollectionRecordSetType.yaml
index df3c1c12b4..b89bf4444c 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SpecialCollectionRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SpecialCollectionRecordSetType.yaml
@@ -59,6 +59,18 @@ classes:
       - literal_form: type de collection spéciale
         predicate: EXACT_SYNONYM
         in_language: fr
+      - literal_form: tipo de colección especial
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: نوع مجموعة السجلات الخاصة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: tipe kumpulan catatan khusus
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 特藏记录集类型
+        predicate: EXACT_SYNONYM
+        in_language: zh
     slots:
       - has_score
       - related_to
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SpecializedArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SpecializedArchiveRecordSetType.yaml
index 6b4fc6f3b0..ca31635244 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SpecializedArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SpecializedArchiveRecordSetType.yaml
@@ -42,6 +42,7 @@ classes:
     broad_mappings:
       - rico:RecordSetType
       - skos:Concept
+      - crm:E55_Type
     related_mappings:
       - wd:Q27030941
     keywords:
@@ -58,6 +59,18 @@ classes:
       - literal_form: type de fonds spécialisé
         predicate: EXACT_SYNONYM
         in_language: fr
+      - literal_form: tipo de fondo especializado
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: نوع أرشيف متخصص
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: tipe fonds arsip khusus
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 专题档案文献类型
+        predicate: EXACT_SYNONYM
+        in_language: zh
     slot_usage:
       related_to:
         range: WikidataAlignment
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/StateArchivesSectionRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/StateArchivesSectionRecordSetType.yaml
index 9fa11a3358..260b538e18 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/StateArchivesSectionRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/StateArchivesSectionRecordSetType.yaml
@@ -40,6 +40,28 @@ classes:
       - crm:E55_Type
     related_mappings:
       - wd:Q44796387
+    structured_aliases:
+      - literal_form: staatsarchiefsectie-recordtype
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Staatsarchivsprengel-Recordsatztyp
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: type de records de section d'archives d'etat
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: tipo de registro de seccion de archivo estatal
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: نوع سجل قسم الأرشيف الحكومي
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: tipe rekaman bagian arsip negara
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 国家档案分区记录类型
+        predicate: EXACT_SYNONYM
+        in_language: zh
     keywords:
       - state archives
       - Italian archives
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/StateDistrictArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/StateDistrictArchiveRecordSetType.yaml
index a562df964d..f5d36477bf 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/StateDistrictArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/StateDistrictArchiveRecordSetType.yaml
@@ -40,6 +40,28 @@ classes:
       - crm:E55_Type
     related_mappings:
       - wd:Q53131316
+    structured_aliases:
+      - literal_form: staatsdistrictarchief-recordtype
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Staatsbezirksarchiv-Recordsatztyp
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: type de records d'archives d'etat de district
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: tipo de registro de archivo estatal de distrito
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: نوع سجل أرشيف دولة على مستوى المقاطعة
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: tipe rekaman arsip distrik negara
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 国家区级档案记录类型
+        predicate: EXACT_SYNONYM
+        in_language: zh
     keywords:
       - state district archive
       - Czech archives
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/StateRegionalArchiveCzechiaRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/StateRegionalArchiveCzechiaRecordSetType.yaml
index 00d9f86db9..3a20bc4c47 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/StateRegionalArchiveCzechiaRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/StateRegionalArchiveCzechiaRecordSetType.yaml
@@ -16,20 +16,53 @@ classes:
     description: >-
       A rico:RecordSetType for classifying collections from Czech state regional archives.
     alt_descriptions:
-      cs: RecordSetType pro klasifikaci sbírek z českých státních oblastních archivů.
+      nl: Een recordsettype voor het classificeren van collecties uit Tsjechische staatsregionale archieven.
       de: Ein RecordSetType für die Klassifizierung von Beständen tschechischer staatlicher Regionalarchive.
       fr: Un RecordSetType pour classer les collections des archives régionales d'État tchèques.
+      es: Un tipo de conjunto de registros para clasificar colecciones de archivos regionales estatales checos.
+      ar: نوع مجموعة سجلات لتصنيف مجموعات الأرشيفات الإقليمية الحكومية التشيكية.
+      id: Tipe set rekaman untuk mengklasifikasikan koleksi arsip regional negara Ceko.
+      zh: 用于分类捷克国家地区档案馆馆藏的记录集类型。
+      cs: RecordSetType pro klasifikaci sbírek z českých státních oblastních archivů.
     structured_aliases:
-    - literal_form: český oblastní archiv-bestandstyp
-      in_language: cs
+    - literal_form: tsjechisch staatsregionaal archief-recordsettype
+      predicate: EXACT_SYNONYM
+      in_language: nl
     - literal_form: tschechischer Regionalarchiv-Bestandstyp
+      predicate: EXACT_SYNONYM
       in_language: de
+    - literal_form: type de jeu d'enregistrements d'archives régionales tchèques
+      predicate: EXACT_SYNONYM
+      in_language: fr
+    - literal_form: tipo de conjunto de registros de archivo regional checo
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نوع مجموعة سجلات الأرشيف الإقليمي التشيكي
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: tipe set rekaman arsip regional Ceko
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 捷克地区档案记录集类型
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    - literal_form: český oblastní archiv-bestandstyp
+      predicate: EXACT_SYNONYM
+      in_language: cs
+    keywords:
+    - Czech regional archives
+    - state archive
+    - regional provenance
+    - Czech heritage
+    - oblastní archiv
     comments:
     - Subclasses specify organizational principles for Czech regional records.
     is_a: CollectionType
     class_uri: rico:RecordSetType
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - wd:Q53130134
     slot_usage:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Storage.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Storage.yaml
index 20897189f3..37002bd0c4 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Storage.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Storage.yaml
@@ -36,31 +36,51 @@ imports:
 classes:
   Storage:
     class_uri: hc:StorageFacility
+    description: >-
+      Designated physical location or controlled environment intended for preserving and managing heritage collections under appropriate conditions.
     alt_descriptions:
-      nl: Fysieke opslagfaciliteit waar erfgoedcollecties worden bewaard en beheerd.
-      de: Physische Lagerstaette
-      fr: Installation physique de stockage ou les collections patrimoniales sont conservees et gerees.
-      es: Instalacion fisica de almacenamiento donde se conservan y gestionan colecciones patrimoniales.
-      ar: مرفق تخزين مادي تُحفظ وتُدار فيه مجموعات التراث.
-      id: Fasilitas penyimpanan fisik tempat koleksi warisan dilestarikan dan dikelola.
-      zh: 用于保存和管理文化遗产藏品的实体存储设施。
+      nl: >-
+        Aangewezen fysieke locatie of gecontroleerde omgeving bedoeld voor het behoud en beheer van erfgoedcollecties onder geschikte omstandigheden.
+      de: >-
+        Bestimmter physischer Ort oder kontrollierte Umgebung zur Erhaltung und Verwaltung von Kultursammlungen unter geeigneten Bedingungen.
+      fr: >-
+        Lieu physique désigné ou environnement contrôlé destiné à la préservation et à la gestion de collections patrimoniales dans des conditions appropriées.
+      es: >-
+        Ubicación física designada o entorno controlado destinado a la preservación y gestión de colecciones patrimoniales en condiciones adecuadas.
+      ar: >-
+        موقع مادي مخصص أو بيئة خاضعة للرقابة مخصصة للحفاظ على مجموعات التراث وإدارتها في ظروف مناسبة.
+      id: >-
+        Lokasi fisik yang ditunjuk atau lingkungan terkendali yang dimaksudkan untuk pelestarian dan pengelolaan koleksi warisan dalam kondisi yang tepat.
+      zh: >-
+        指定的物理场所或受控环境，旨在适当条件下保存和管理遗产藏品。
     structured_aliases:
     - literal_form: depot
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Depot
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: depot de conservation
+      predicate: EXACT_SYNONYM
       in_language: fr
-    - literal_form: deposito de conservacion
+    - literal_form: depósito de conservación
+      predicate: EXACT_SYNONYM
       in_language: es
     - literal_form: مستودع حفظ
+      predicate: EXACT_SYNONYM
       in_language: ar
     - literal_form: depot penyimpanan
+      predicate: EXACT_SYNONYM
       in_language: id
     - literal_form: 文物库房
+      predicate: EXACT_SYNONYM
       in_language: zh
-    description: >-
-      Dedicated storage facility or area for preserving heritage collections.
+    keywords:
+    - repository
+    - depot
+    - vault
+    - preservation facility
+    - collection housing
     close_mappings:
     - premis:StorageLocation
     - rico:Place
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/StorageSystem.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/StorageSystem.yaml
index b82084ef61..7508547956 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/StorageSystem.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/StorageSystem.yaml
@@ -2,7 +2,7 @@ id: https://nde.nl/ontology/hc/class/StorageSystem
 name: StorageSystem
 title: StorageSystem
 description: >-
-  A storage system.
+  Physical infrastructure for housing materials, comprising equipment such as shelving units, compactus systems, and racking installations.
 prefixes:
   linkml: https://w3id.org/linkml/
   hc: https://nde.nl/ontology/hc/
@@ -15,18 +15,49 @@ classes:
   StorageSystem:
     class_uri: schema:Product
     description: >-
-      Storage system (e.g. shelving, compactus).
+      Physical infrastructure for housing materials, comprising equipment such as shelving units, compactus systems, and racking installations.
     alt_descriptions:
-      nl: Opslagsysteem (bijv. stellingen, compactus).
-      de: Lagersystem (z.B. Regale, Compactus).
-      fr: Système de stockage (par ex. rayonnages, compactus).
+      nl: >-
+        Fysieke infrastructuur voor het huisvesten van materialen, bestaande uit apparatuur zoals stellingen, compactussen en rekinstallaties.
+      de: >-
+        Physische Infrastruktur zur Unterbringung von Materialien, umfassend Ausrüstungen wie Regale, Compactus-Systeme und Regalinstallationen.
+      fr: >-
+        Infrastructure physique pour le logement des matériaux, comprenant des équipements tels que des rayonnages, des systèmes compactus et des installations de stockage.
+      es: >-
+        Infraestructura física para alojar materiales, que comprende equipos como estanterías, sistemas compactus e instalaciones de almacenamiento.
+      ar: >-
+        بنية تحتية مادية لإيواء المواد، تتكون من معدات مثل الرفوف وأنظمة التخزين المدمج وتركيبات الرفوف.
+      id: >-
+        Infrastruktur fisik untuk menampung material, terdiri dari peralatan seperti rak, sistem compactus, dan instalasi penimbunan.
+      zh: >-
+        用于存放材料的实体基础设施，包括搁板、密集架和货架装置等设备。
     structured_aliases:
     - literal_form: opslagsysteem
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Lagersystem
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: système de stockage
+      predicate: EXACT_SYNONYM
       in_language: fr
+    - literal_form: sistema de almacenamiento
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: نظام التخزين
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: sistem penyimpanan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 存储系统
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - shelving
+    - compactus
+    - racking
+    - repository equipment
     broad_mappings:
     - schema:Product
     annotations:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SubGuideTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SubGuideTypes.yaml
index c89a507e73..5c747fe211 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SubGuideTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SubGuideTypes.yaml
@@ -18,93 +18,315 @@ classes:
   DirectSubGuide:
     is_a: SubGuideType
     class_uri: hc:DirectSubGuide
-    description: 'Sub-guide classification for specialized access paths within finding-aid structures.'
-    slots:
-    - identified_by
-    - has_label
-    - has_description
-    - has_code
-    slot_usage:
-      identified_by:
-        ifabsent: string(https://nde.nl/ontology/hc/sub-guide-type/sub-guide)
-      has_code:
-        ifabsent: string(sub_guide)
-      has_label:
-        ifabsent: string(Sub-guide)
-    annotations:
-      specificity_score: '0.70'
-      specificity_rationale: Specific to archival finding aid domain.
-      custodian_types: '[''*'']'
-    broad_mappings:
-    - skos:Concept
-    comments:
-    - "Preserved from prior description: Direct sub-guide within the same repository. A hierarchical subdivision of a main finding aid where the sub-guide is part of the same repository's holdings and shares the same institutional context. **CHARACTERISTICS**: - Child of main repository guide - Same institutional ownership - Shares identifier namespace - Part of same access policies **EAD MAPPING**: - Represented by nested `<c>` (component) elements - Or separate linked EAD files with `<archdescgrp>` **EXAMPLES**: - \"Nationaal Archief: VOC Archives\" (sub-guide) - \"Noord-Hollands Archief: Gemeentearchief Haarlem\" (sub-guide)"
-  CrossReferenceSubGuide:
-    is_a: SubGuideType
-    class_uri: hc:CrossReferenceSubGuide
-    description: 'Sub-guide classification for specialized access paths within finding-aid structures.'
-    slots:
-    - identified_by
-    - has_label
-    - has_description
-    - has_code
-    slot_usage:
-      identified_by:
-        ifabsent: string(https://nde.nl/ontology/hc/sub-guide-type/cross-reference)
-      has_code:
-        ifabsent: string(cross_reference)
-      has_label:
-        ifabsent: string(Cross-reference)
-    annotations:
-      specificity_score: '0.70'
-      specificity_rationale: Specific to archival finding aid domain.
-    broad_mappings:
-    - skos:Concept
-    comments:
-    - 'Preserved from prior description: Cross-reference to another main guide. A link to a related finding aid in a different repository or a separate main guide that is contextually related but not part of the same hierarchical structure. **CHARACTERISTICS**: - Different institutional ownership possible - Separate identifier namespace - May have different access policies - Informational link, not structural **EAD MAPPING**: - `<relatedmaterial>` element - `<separatedmaterial>` for split collections - External `<eadid>` references **USE CASES**: - Related archives in other institutions - Collections split during reorganizations - Complementary holdings elsewhere'
-  ThematicSubGuide:
-    is_a: SubGuideType
-    class_uri: hc:ThematicSubGuide
-    description: 'Sub-guide classification for specialized access paths within finding-aid structures.'
-    slots:
-    - identified_by
-    - has_label
-    - has_description
-    - has_code
-    slot_usage:
-      identified_by:
-        ifabsent: string(https://nde.nl/ontology/hc/sub-guide-type/thematic)
-      has_code:
-        ifabsent: string(thematic)
-      has_label:
-        ifabsent: string(Thematic Collection)
-    annotations:
-      specificity_score: '0.70'
-      specificity_rationale: Specific to archival finding aid domain.
-    broad_mappings:
-    - skos:Concept
-    comments:
-    - 'Preserved from prior description: Thematic sub-collection guide. A subject-based grouping that cuts across the organizational structure, providing access to materials by theme rather than provenance. **CHARACTERISTICS**: - Subject/topic-based organization - May span multiple fonds/record groups - Virtual collection (no physical reorganization) - User-centered access approach **EXAMPLES**: - "Photo Archives" (across all departments) - "Maps and Plans" (thematic grouping) - "World War II Materials" (topic-based) - "Maritime History" (subject collection) **HERITAGE SIGNIFICANCE**: - Improves discoverability for researchers - Supports subject-based research - Complements provenance-based arrangement'
-  RegionalSubGuide:
-    is_a: SubGuideType
-    class_uri: hc:RegionalSubGuide
-    description: "Sub-guide classification for specialized access paths within finding-aid structures."
-    slots:
-    - identified_by
-    - has_label
-    - has_description
-    - has_code
-    slot_usage:
-      identified_by:
-        ifabsent: string(https://nde.nl/ontology/hc/sub-guide-type/regional)
-      has_code:
-        ifabsent: string(regional)
-      has_label:
-        ifabsent: string(Regional Sub-guide)
-    annotations:
-      specificity_score: '0.70'
-      specificity_rationale: Specific to archival finding aid domain.
-    broad_mappings:
-    - skos:Concept
-    comments:
-    - 'Preserved from prior description: Regional sub-guide for geographically distributed holdings. A geographic subdivision common in archives with distributed holdings across multiple locations or with regional office structures. **CHARACTERISTICS**: - Geographic organization - Common for government archives - Regional/provincial divisions - May have local custody arrangements **EXAMPLES**: - "Regionaal Historisch Centrum Limburg" (regional archives) - "Archives départementales du Nord" (French departmental) - "State Records: Western Region" (geographic division) **USE CASES**: - National archives with regional branches - Distributed heritage networks - Provincial/state-level holdings - Municipal archives within regional systems'
+    description: >-
+      Hierarchical subdivision of a main finding aid within the same institutional repository.
+    alt_descriptions:
+      nl: >-
+        Hiërarchische onderverdeling van een hoofd-inventaris binnen dezelfde institutionele repository.
+      de: >-
+        Hierarchische Unterteilung eines Hauptfindbuchs innerhalb desselben institutionellen Repositoriums.
+      fr: >-
+        Subdivision hiérarchique d'un instrument de recherche principal dans le même dépôt institutionnel.
+      es: >-
+        Subdivisión jerárquica de una guía principal dentro del mismo repositorio institucional.
+      ar: >-
+        تقسيم فرعي هرمي لدليل رئيسي داخل نفس المستودع المؤسسي.
+      id: >-
+        Subdivisi hierarkis dari panduan utama dalam repositori kelembagaan yang sama.
+      zh: >-
+        同一机构存储库中主要检索工具的层级细分。
+    structured_aliases:
+
+      - literal_form: DirecteSubgids
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: DirekteUnterführung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SousGuideDirect
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SubguíaDirecta
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دليل فرعي مباشر
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SubPanduanLangsung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 直接子指南
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: KruisverwijzingSubgids
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: QuerverweisUnterführung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SousGuideRéférenceCroisée
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SubguíaReferenciaCruzada
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دليل فرعي مرجعي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SubPanduanReferensiSilang
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 交叉引用子指南
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: ThematischeSubgids
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: ThematischeUnterführung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SousGuideThématique
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SubguíaTemática
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دليل فرعي موضوعي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SubPanduanTematik
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 主题子指南
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: >-
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: RegionaleSubgids
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: RegionaleUnterführung
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: SousGuideRégional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: SubguíaRegional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: دليل فرعي إقليمي
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: SubPanduanRegional
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 区域子指南
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Summary.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Summary.yaml
index cebf40e42a..8a03590a80 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Summary.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Summary.yaml
@@ -2,7 +2,7 @@ id: https://nde.nl/ontology/hc/class/Summary
 name: Summary
 title: Summary
 description: >-
-  A summary of a document or entity.
+  Condensed representation capturing the essential points, main ideas, or substance of a longer document, resource, or entity.
 prefixes:
   linkml: https://w3id.org/linkml/
   hc: https://nde.nl/ontology/hc/
@@ -15,18 +15,50 @@ classes:
   Summary:
     class_uri: skos:Concept
     description: >-
-      Summary of a document or entity.
+      Condensed representation capturing the essential points, main ideas, or substance of a longer document, resource, or entity.
     alt_descriptions:
-      nl: Samenvatting van een document of entiteit.
-      de: Zusammenfassung eines Dokuments oder einer Entität.
-      fr: Résumé d'un document ou d'une entité.
+      nl: >-
+        Verkorte weergave die de essentiële punten, hoofdideeën of kern van een langer document, bron of entiteit vastlegt.
+      de: >-
+        Verdichtete Darstellung, die die wesentlichen Punkte, Hauptideen oder den Kern eines längeren Dokuments, einer Ressource oder Entität erfasst.
+      fr: >-
+        Représentation condensée capturant les points essentiels, les idées principales ou la substance d'un document, d'une ressource ou d'une entité plus longs.
+      es: >-
+        Representación condensada que captura los puntos esenciales, las ideas principales o la sustancia de un documento, recurso o entidad más largo.
+      ar: >-
+        تمثيل مكثف يلتقط النقاط الجوهرية أو الأفكار الرئيسية أو جوهر مستند أو مورد أو كيان أطول.
+      id: >-
+        Representasi ringkas yang menangkap poin-poin penting, ide utama, atau substansi dari dokumen, sumber daya, atau entitas yang lebih panjang.
+      zh: >-
+        捕捉较长文档、资源或实体的要点、主要思想或实质内容的精简表述。
     structured_aliases:
     - literal_form: samenvatting
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: Zusammenfassung
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: résumé
+      predicate: EXACT_SYNONYM
       in_language: fr
+    - literal_form: resumen
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: ملخص
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: ringkasan
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 摘要
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - abstract
+    - synopsis
+    - digest
+    - condensation
+    - overview
     broad_mappings:
     - skos:Concept
     annotations:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/SupervisedHandling.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/SupervisedHandling.yaml
index e5cafef726..6a6ad70647 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/SupervisedHandling.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/SupervisedHandling.yaml
@@ -2,7 +2,7 @@ id: https://nde.nl/ontology/hc/class/SupervisedHandling
 name: SupervisedHandling
 title: SupervisedHandling
 description: >-
-  Supervised handling requirement.
+  Policy mandating that access to or manipulation of materials occurs only under staff observation and guidance to ensure proper care.
 prefixes:
   linkml: https://w3id.org/linkml/
   hc: https://nde.nl/ontology/hc/
@@ -15,19 +15,50 @@ classes:
   SupervisedHandling:
     class_uri: schema:Policy
     description: >-
-      Supervised handling requirement or policy.
+      Policy mandating that access to or manipulation of materials occurs only under staff observation and guidance to ensure proper care.
     alt_descriptions:
-      nl: Begeleide hanteringsvereiste of -beleid.
-      de: Überwachungspflicht oder -richtlinie.
-      fr: Exigence ou politique de manipulation supervisée.
+      nl: >-
+        Beleid dat voorschrijft dat toegang tot of hantering van materialen alleen plaatsvindt onder toezicht en begeleiding van personeel om goede verzorging te waarborgen.
+      de: >-
+        Richtlinie, die vorschreibt, dass der Zugang zu oder die Handhabung von Materialien nur unter Beobachtung und Anleitung des Personals erfolgt, um eine ordnungsgemäße Pflege zu gewährleisten.
+      fr: >-
+        Politique exigeant que l'accès aux documents ou leur manipulation ne se fasse que sous l'observation et les conseils du personnel pour assurer une manipulation appropriée.
+      es: >-
+        Política que exige que el acceso a o la manipulación de materiales solo ocurra bajo observación y guía del personal para garantizar un cuidado adecuado.
+      ar: >-
+        سياسة تفرض أن الوصول إلى المواد أو التعامل معها يتم فقط تحت مراقبة وتوجيه الموظفين لضمان الرعاية المناسبة.
+      id: >-
+        Kebijakan yang mewajibkan akses ke atau penanganan material hanya dilakukan di bawah pengawasan dan bimbingan staf untuk memastikan perawatan yang tepat.
+      zh: >-
+        规定只有在工作人员观察和指导下才能接触或处理材料以确保妥善保管的政策。
     structured_aliases:
     - literal_form: begeleide hantering
+      predicate: EXACT_SYNONYM
       in_language: nl
     - literal_form: überwachte Handhabung
+      predicate: EXACT_SYNONYM
       in_language: de
     - literal_form: manipulation supervisée
+      predicate: EXACT_SYNONYM
       in_language: fr
-    exact_mappings:
+    - literal_form: manipulación supervisada
+      predicate: EXACT_SYNONYM
+      in_language: es
+    - literal_form: تداول تحت الإشراف
+      predicate: EXACT_SYNONYM
+      in_language: ar
+    - literal_form: penanganan terawasi
+      predicate: EXACT_SYNONYM
+      in_language: id
+    - literal_form: 监督操作
+      predicate: EXACT_SYNONYM
+      in_language: zh
+    keywords:
+    - staff supervision
+    - controlled access
+    - handling requirement
+    - collection care policy
+    broad_mappings:
     - schema:Policy
     annotations:
       specificity_score: 0.1
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TasteScentSubTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TasteScentSubTypes.yaml
index d0feace456..f2b1545c44 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TasteScentSubTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TasteScentSubTypes.yaml
@@ -23,13 +23,14 @@ classes:
       de: Einrichtung die Bier produziert und verkauft, einschließlich historischer, handwerklicher und Klosterbrauereien.
       fr: Établissement produisant et vendant de la bière, y compris les brasseries historiques, artisanales et monastiques.
       es: Establecimiento que produce y vende cerveza, incluyendo cervecerías históricas, artesanales y monásticas.
+      ar: منشأة تنتج وتبيع البيرة، بما فيها المصانع التاريخية والحرفية والأديرة.
+      id: Institusi yang memproduksi dan menjual bir, termasuk bir tradisional, kerajinan, dan biara.
       zh: 生产并销售啤酒的场所，包括历史性、工艺性和修道院啤酒厂。
-      ar: 'مفهوم لـ: Establishment producing and selling beer, including historic, craft, and monastic breweries.'
-      id: 'Konsep untuk: Establishment producing and selling beer, including historic, craft, and monastic breweries.'
     close_mappings:
     - wd:Q131734
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     - schema:FoodEstablishment
     structured_aliases:
     - literal_form: brouwerij
@@ -44,11 +45,14 @@ classes:
     - literal_form: cervecería
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: brewery
+    - literal_form: مصنع جعة
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: brewery
+    - literal_form: pabrik bir
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: brewery
+    - literal_form: 啤酒厂
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - brewery
@@ -72,13 +76,14 @@ classes:
       de: Einrichtung die Kaffee und Tee serviert, einschließlich historischer Kaffeehäuser und traditioneller Teestuben.
       fr: Établissement servant du café et du thé, y compris les cafés historiques et les salons de thé traditionnels.
       es: Establecimiento que sirve café y té, incluyendo cafeterías históricas y salones de té tradicionales.
+      ar: منشأة تقدم القهوة والشاي، بما فيها المقاهي التاريخية وصالونات الشاي التقليدية.
+      id: Institusi yang menyajikan kopi dan teh, termasuk kedai kopi bersejarah dan ruang teh tradisional.
       zh: 提供咖啡和茶的场所，包括历史咖啡馆和传统茶室。
-      ar: 'مفهوم لـ: Establishment serving coffee and tea, including historic coffeehouses and traditional tea rooms.'
-      id: 'Konsep untuk: Establishment serving coffee and tea, including historic coffeehouses and traditional tea rooms.'
     close_mappings:
     - wd:Q30022
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     - schema:FoodEstablishment
     structured_aliases:
     - literal_form: café
@@ -93,11 +98,14 @@ classes:
     - literal_form: cafetería
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: cafe
+    - literal_form: مقهى
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: cafe
+    - literal_form: kedai kopi
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: cafe
+    - literal_form: 咖啡馆
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - cafe
@@ -118,29 +126,35 @@ classes:
       de: Traditionelles Wiener Kaffeehaus, von der UNESCO als immaterielles Kulturerbe Österreichs anerkannt.
       fr: Café viennois traditionnel reconnu par l'UNESCO comme patrimoine culturel immatériel de l'Autriche.
       es: Café vienés tradicional reconocido por la UNESCO como patrimonio cultural inmaterial de Austria.
+      ar: مقهى فييني تقليدي معترف به من اليونسكو كتراث ثقافي غير مادي للنمسا.
+      id: Kedai kopi Wina tradisional yang diakui UNESCO sebagai warisan budaya takbenda Austria.
       zh: 传统维也纳咖啡馆，被联合国教科文组织列为奥地利非物质文化遗产。
-      ar: 'مفهوم لـ: Traditional café recognized by UNESCO as intangible cultural heritage of Austria.'
-      id: 'Konsep untuk: Traditional café recognized by UNESCO as intangible cultural heritage of Austria.'
     close_mappings:
     - wd:Q261335
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
+    - literal_form: Weens koffiehuis
+      predicate: EXACT_SYNONYM
+      in_language: nl
     - literal_form: Wiener Kaffeehaus
       predicate: EXACT_SYNONYM
       in_language: de
+    - literal_form: café viennois
+      predicate: EXACT_SYNONYM
+      in_language: fr
     - literal_form: café vienés
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: viennese coffee house
-      in_language: nl
-    - literal_form: viennese coffee house
-      in_language: fr
-    - literal_form: viennese coffee house
+    - literal_form: مقهى فييني
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: viennese coffee house
+    - literal_form: kedai kopi Wina
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: viennese coffee house
+    - literal_form: 维也纳咖啡馆
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - viennese coffeehouse
@@ -160,28 +174,35 @@ classes:
       de: Unternehmen das hauptsächlich Getränke für den Verzehr vor Ort serviert, einschließlich Cafés, Teehäuser und Gasthäuser.
       fr: Établissement servant principalement des boissons pour consommation sur place, y compris cafés, maisons de thé et auberges.
       es: Negocio que sirve principalmente bebidas para consumo en el local, incluyendo cafeterías, casas de té y posadas.
+      ar: منشأة تقدم المشروبات بشكل أساسي للاستهلاك في المكان، بما فيها المقاهي وبيوت الشاي والفنادق.
+      id: Bisnis yang terutama menyajikan minuman untuk konsumsi di tempat, termasuk kafe, rumah teh, dan penginapan.
       zh: 主要提供堂饮饮料的场所，包括咖啡馆、茶馆和客栈。
-      ar: 'مفهوم لـ: Business primarily serving beverages for on-premises consumption, including cafés, tea houses, and inns.'
-      id: 'Konsep untuk: Business primarily serving beverages for on-premises consumption, including cafés, tea houses, and inns.'
     close_mappings:
     - wd:Q112654507
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
+    - literal_form: drinkgelegenheid
+      predicate: EXACT_SYNONYM
+      in_language: nl
     - literal_form: Getränkeetablissement
       predicate: EXACT_SYNONYM
       in_language: de
-    - literal_form: drinking establishment
-      in_language: nl
-    - literal_form: drinking establishment
+    - literal_form: débit de boissons
+      predicate: EXACT_SYNONYM
       in_language: fr
-    - literal_form: drinking establishment
+    - literal_form: establecimiento de bebidas
+      predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: drinking establishment
+    - literal_form: منشأة مشروبات
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: drinking establishment
+    - literal_form: tempat minum
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: drinking establishment
+    - literal_form: 饮品店
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - drinking establishment
@@ -200,13 +221,14 @@ classes:
       de: Breite Kategorie von Einrichtungen, die Speise- und/oder Getränkeservices anbieten.
       fr: Large catégorie d'établissements proposant des services de restauration et/ou de boissons.
       es: Amplia categoría de establecimientos que proporcionan servicios de comida y/o bebida.
+      ar: فئة واسعة من المنشآت التي تقدم خدمات الطعام و/أو المشروبات.
+      id: Kategori luas institusi yang menyediakan layanan makanan dan/atau minuman.
       zh: 提供餐饮服务的场所的广泛类别。
-      ar: 'مفهوم لـ: Broad category of establishments providing food and/or beverage services.'
-      id: 'Konsep untuk: Broad category of establishments providing food and/or beverage services.'
     close_mappings:
     - wd:Q88985865
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - food service
     - beverage service
@@ -215,19 +237,19 @@ classes:
       wikidata_id: Q88985865
       custodian_types: '[''*'']'
     structured_aliases:
-    - literal_form: eating drinking establishment
+    - literal_form: eet- en drinkgelegenheid
       in_language: nl
-    - literal_form: eating drinking establishment
+    - literal_form: Speise- und Schankwirtschaft
       in_language: de
-    - literal_form: eating drinking establishment
+    - literal_form: établissement de restauration
       in_language: fr
-    - literal_form: eating drinking establishment
+    - literal_form: establecimiento de restauración
       in_language: es
-    - literal_form: eating drinking establishment
+    - literal_form: منشأة طعام وشراب
       in_language: ar
-    - literal_form: eating drinking establishment
+    - literal_form: tempat makan minum
       in_language: id
-    - literal_form: eating drinking establishment
+    - literal_form: 餐饮场所
       in_language: zh
   Chocolaterie:
     is_a: TasteScentSubType
@@ -239,13 +261,14 @@ classes:
       de: Lebensmittelhersteller spezialisiert auf Schokolade, einschließlich handwerklicher Hersteller und historischer Chocolaterien.
       fr: Fabricant alimentaire spécialisé dans le chocolat, y compris les artisans et les maisons historiques.
       es: Fabricante de alimentos especializado en chocolate, incluyendo artesanos y casas históricas de chocolate.
+      ar: مصنع أغذية متخصص في الشوكولاتة، بما فيها المنتجون الحرفيون وبيوت الشوكولاتة التاريخية.
+      id: Produsen makanan yang berspesialisasi dalam cokelat, termasuk pembuat artisanal dan rumah cokelat bersejarah.
       zh: 专门生产巧克力的食品制造商，包括手工制作者和历史巧克力屋。
-      ar: 'مفهوم لـ: Food manufacturer specializing in chocolate, including artisanal makers and historic chocolate houses.'
-      id: 'Konsep untuk: Food manufacturer specializing in chocolate, including artisanal makers and historic chocolate houses.'
     close_mappings:
     - wd:Q762548
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
     - literal_form: chocolaterie
       predicate: EXACT_SYNONYM
@@ -256,14 +279,17 @@ classes:
     - literal_form: chocolaterie
       predicate: EXACT_SYNONYM
       in_language: fr
-    - literal_form: productor de chocolate
+    - literal_form: chocolatería
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: chocolaterie
+    - literal_form: محل شوكولاتة
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: chocolaterie
+    - literal_form: toko cokelat
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: chocolaterie
+    - literal_form: 巧克力店
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - chocolate
@@ -282,13 +308,14 @@ classes:
       de: Unternehmen das Lebensmittel produziert, einschließlich traditioneller Hersteller und handwerklicher Produzenten.
       fr: Entreprise produisant des aliments, y compris les fabricants traditionnels et les producteurs artisanaux.
       es: Empresa que produce alimentos, incluyendo fabricantes tradicionales y productores artesanales.
+      ar: شركة تنتج الأغذية، بما فيها المصنعون التقليديون والمنتجون الحرفيون الذين يحافظون على الطرق التراثية.
+      id: Perusahaan yang memproduksi makanan, termasuk produsen tradisional dan pengrajin yang mempertahankan metode warisan.
       zh: 生产食品的公司，包括传统制造商和保持传统工艺的手工生产者。
-      ar: 'مفهوم لـ: Company producing foods, including traditional manufacturers and artisanal producers preserving heritage methods.'
-      id: 'Konsep untuk: Company producing foods, including traditional manufacturers and artisanal producers preserving heritage methods.'
     close_mappings:
     - wd:Q1252971
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
     - literal_form: voedselproducent
       predicate: EXACT_SYNONYM
@@ -302,11 +329,14 @@ classes:
     - literal_form: empresa agroalimentaria
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: food manufacturer
+    - literal_form: مصنع أغذية
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: food manufacturer
+    - literal_form: produsen makanan
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: food manufacturer
+    - literal_form: 食品制造商
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - food production
@@ -325,13 +355,14 @@ classes:
       de: Einrichtung die Essen zubereitet und serviert, einschließlich historischer Restaurants mit traditionellen kulinarischen Praktiken.
       fr: Établissement préparant et servant des repas, y compris les restaurants historiques préservant les pratiques culinaires traditionnelles.
       es: Establecimiento que prepara y sirve comida, incluyendo restaurantes históricos que preservan prácticas culinarias tradicionales.
+      ar: منشأة تحضر وتقدم الطعام، بما فيها المطاعم التاريخية التي تحافظ على الممارسات الطهوية التقليدية.
+      id: Institusi yang menyiapkan dan menyajikan makanan, termasuk restoran bersejarah yang melestarikan praktik kuliner tradisional.
       zh: 制作并供应食物的场所，包括保持传统烹饪做法的历史餐厅。
-      ar: 'مفهوم لـ: Establishment preparing and serving food, including historic restaurants preserving traditional culinary practices.'
-      id: 'Konsep untuk: Establishment preparing and serving food, including historic restaurants preserving traditional culinary practices.'
     close_mappings:
     - wd:Q11707
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
     - literal_form: restaurant
       predicate: EXACT_SYNONYM
@@ -345,11 +376,14 @@ classes:
     - literal_form: restaurante
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: restaurant
+    - literal_form: مطعم
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: restaurant
+    - literal_form: restoran
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: restaurant
+    - literal_form: 餐厅
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - restaurant
@@ -368,13 +402,14 @@ classes:
       de: Gruppe verwandter Restaurants, die unter gemeinsamer Unternehmensführung oder Franchise-Vereinbarungen betrieben werden.
       fr: Ensemble de restaurants apparentés fonctionnant sous propriété commune ou accords de franchise.
       es: Conjunto de restaurantes relacionados que operan bajo propiedad corporativa compartida o acuerdos de franquicia.
+      ar: مجموعة من المطاعم ذات الصلة التي تعمل تحت ملكية مشتركة أو اتفاقيات امتياز.
+      id: Sekelompok restoran terkait yang beroperasi di bawah kepemilikan korporasi bersama atau perjanjian waralaba.
       zh: 在共同企业所有权或特许经营协议下运营的相关餐厅集合。
-      ar: 'مفهوم لـ: Set of related restaurants operating under shared corporate ownership or franchising agreements.'
-      id: 'Konsep untuk: Set of related restaurants operating under shared corporate ownership or franchising agreements.'
     close_mappings:
     - wd:Q18534542
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
     - literal_form: restaurantketen
       predicate: EXACT_SYNONYM
@@ -388,11 +423,14 @@ classes:
     - literal_form: cadena de restaurantes
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: restaurant chain
+    - literal_form: سلسلة مطاعم
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: restaurant chain
+    - literal_form: rantai restoran
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: restaurant chain
+    - literal_form: 连锁餐厅
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - restaurant chain
@@ -405,34 +443,41 @@ classes:
     is_a: TasteScentSubType
     class_uri: wd:Q110302003
     description: >-
-      serving cuisine, preserving and presenting culinary traditions from specific cultures or regions.
+      Restaurant serving ethnic cuisine, preserving and presenting culinary traditions from specific cultures or regions.
     alt_descriptions:
       nl: Restaurant dat etnische keuken serveert en culinaire tradities van specifieke culturen of regio's behoudt.
       de: Restaurant das ethnische Küche serviert und kulinarische Traditionen spezifischer Kulturen oder Regionen bewahrt.
       fr: Restaurant servant une cuisine ethnique, préservant les traditions culinaires de cultures ou régions spécifiques.
       es: Restaurante que sirve cocina étnica, preservando tradiciones culinarias de culturas o regiones específicas.
+      ar: مطعم يقدم المأكولات العرقية، ويحفظ ويقدم التقاليد الطهوية من ثقافات أو مناطق محددة.
+      id: Restoran yang menyajikan masakan etnis, melestarikan dan menyajikan tradisi kuliner dari budaya atau wilayah tertentu.
       zh: 提供民族美食的餐厅，保存并展示特定文化或地区的烹饪传统。
-      ar: 'مفهوم لـ: serving cuisine, preserving and presenting culinary traditions from specific cultures or regions.'
-      id: 'Konsep untuk: serving cuisine, preserving and presenting culinary traditions from specific cultures or regions.'
     close_mappings:
     - wd:Q110302003
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
+    - literal_form: etnisch restaurant
+      predicate: EXACT_SYNONYM
+      in_language: nl
+    - literal_form: ethnisches Restaurant
+      predicate: EXACT_SYNONYM
+      in_language: de
     - literal_form: restaurant ethnique
       predicate: EXACT_SYNONYM
       in_language: fr
-    - literal_form: ethnic restaurant
-      in_language: nl
-    - literal_form: ethnic restaurant
-      in_language: de
-    - literal_form: ethnic restaurant
+    - literal_form: restaurante étnico
+      predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: ethnic restaurant
+    - literal_form: مطعم عرقي
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: ethnic restaurant
+    - literal_form: restoran etnis
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: ethnic restaurant
+    - literal_form: 民族餐厅
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - ethnic cuisine
@@ -445,37 +490,41 @@ classes:
     is_a: TasteScentSubType
     class_uri: wd:Q53847673
     description: >-
-      serving cuisine, including trattorias and osterias preserving regional culinary traditions.
+      Restaurant serving Italian cuisine, including trattorias and osterias preserving regional culinary traditions.
     alt_descriptions:
       nl: Restaurant dat Italiaanse keuken serveert, inclusief trattoria's en osteria's die regionale culinaire tradities behouden.
       de: Restaurant das italienische Küche serviert, einschließlich Trattorien und Osterien mit regionalen kulinarischen Traditionen.
       fr: Restaurant servant une cuisine italienne, y compris les trattorias et osterias préservant les traditions culinaires régionales.
       es: Restaurante que sirve cocina italiana, incluyendo trattorías y osterías que preservan tradiciones culinarias regionales.
+      ar: مطعم يقدم المطبخ الإيطالي، بما فيها الترطوريات والأوستيريات التي تحافظ على التقاليد الطهوية الإقليمية.
+      id: Restoran yang menyajikan masakan Italia, termasuk trattoria dan osteria yang melestarikan tradisi kuliner regional.
       zh: 提供意大利菜的餐厅，包括保持地区烹饪传统的餐馆和酒馆。
-      ar: 'مفهوم لـ: serving cuisine, including trattorias and osterias preserving regional culinary traditions.'
-      id: 'Konsep untuk: serving cuisine, including trattorias and osterias preserving regional culinary traditions.'
     close_mappings:
     - wd:Q53847673
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
+    - literal_form: Italiaans restaurant
+      predicate: EXACT_SYNONYM
+      in_language: nl
     - literal_form: italienisches Restaurant
       predicate: EXACT_SYNONYM
       in_language: de
-    - literal_form: ristorante italiano
+    - literal_form: restaurant italien
       predicate: EXACT_SYNONYM
-      in_language: it
-    - literal_form: italian restaurant
-      in_language: nl
-    - literal_form: italian restaurant
       in_language: fr
-    - literal_form: italian restaurant
+    - literal_form: restaurante italiano
+      predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: italian restaurant
+    - literal_form: مطعم إيطالي
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: italian restaurant
+    - literal_form: restoran Italia
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: italian restaurant
+    - literal_form: 意大利餐厅
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - italian cuisine
@@ -488,19 +537,20 @@ classes:
     is_a: TasteScentSubType
     class_uri: wd:Q1751429
     description: >-
-      focused on quick service, with historic establishments preserving early quick-service traditions.
+      Restaurant focused on quick service, with historic establishments preserving early quick-service traditions.
     alt_descriptions:
       nl: Restaurant gericht op snelle service, waarbij historische vestigingen vroege snelservicetradities behouden.
       de: Restaurant mit Fokus auf Schnellservice, wobei historische Betriebe frühe Schnellservicetraditionen bewahren.
       fr: Restaurant axé sur le service rapide, les établissements historiques préservant les traditions de service rapide.
       es: Restaurante enfocado en servicio rápido, con establecimientos históricos que preservan tradiciones tempranas de servicio rápido.
+      ar: مطعم يركز على الخدمة السريعة، مع منشآت تاريخية تحافظ على تقاليد الخدمة السريعة المبكرة.
+      id: Restoran yang berfokus pada layanan cepat, dengan institusi bersejarah yang melestarikan tradisi layanan cepat awal.
       zh: 专注于快速服务的餐厅，历史悠久的场所保留了早期快餐传统。
-      ar: 'مفهوم لـ: focused on quick service, with historic establishments preserving early quick-service traditions.'
-      id: 'Konsep untuk: focused on quick service, with historic establishments preserving early quick-service traditions.'
     close_mappings:
     - wd:Q1751429
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
     - literal_form: fastfoodrestaurant
       predicate: EXACT_SYNONYM
@@ -514,11 +564,14 @@ classes:
     - literal_form: restaurante de comida rápida
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: fast food restaurant
+    - literal_form: مطعم وجبات سريعة
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: fast food restaurant
+    - literal_form: restoran makanan cepat saji
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: fast food restaurant
+    - literal_form: 快餐店
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - fast food
@@ -537,13 +590,14 @@ classes:
       de: Restaurantkette mit Fokus auf Schnellservice, wobei historische Ketten die Entwicklung der Fast-Food-Kultur dokumentieren.
       fr: Chaîne de restaurants axée sur le service rapide, les chaînes historiques documentant l'évolution de la culture du fast-food.
       es: Cadena de restaurantes enfocada en servicio rápido, con cadenas históricas que documentan la evolución de la cultura de comida rápida.
+      ar: سلسلة مطاعم خدمة سريعة متعددة الفروع مع قوائم موحدة وعمليات إنتاجية عالية.
+      id: Rantai layanan cepat multi-cabang dengan menu terstandarisasi dan operasi throughput tinggi.
       zh: 专注于快速服务的连锁餐厅，历史悠久的连锁店记录了快餐文化的演变。
-      ar: 'مفهوم لـ: focused on quick service, with historic chains documenting culture evolution.'
-      id: 'Konsep untuk: focused on quick service, with historic chains documenting culture evolution.'
     close_mappings:
     - wd:Q18509232
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
     - literal_form: fastfoodketen
       predicate: EXACT_SYNONYM
@@ -557,11 +611,14 @@ classes:
     - literal_form: cadena de restaurantes de comida rápida
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: fast food restaurant chain
+    - literal_form: سلسلة مطاعم وجبات سريعة
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: fast food restaurant chain
+    - literal_form: rantai restoran makanan cepat saji
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: fast food restaurant chain
+    - literal_form: 快餐连锁店
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - fast food chain
@@ -574,19 +631,20 @@ classes:
     is_a: TasteScentSubType
     class_uri: wd:Q1501212
     description: >-
-      Dining-service grouping focused on pizza preparation and sale.
+      Restaurant specializing in pizza preparation and sale.
     alt_descriptions:
       nl: Restaurant gespecialiseerd in pizza, inclusief historische pizzeria's en traditionele Napolitaanse pizzamakers.
       de: Restaurant spezialisiert auf Pizza, einschließlich historischer Pizzerien und traditioneller neapolitanischer Pizzabäcker.
       fr: Restaurant spécialisé dans la pizza, y compris les pizzerias historiques et les fabricants de pizza napolitaine traditionnelle.
       es: Restaurante especializado en pizza, incluyendo pizzerías históricas y fabricantes tradicionales de pizza napolitana.
+      ar: مطعم متخصص في تحضير وبيع البيتزا، بما فيها البيتزيريات التاريخية وصانعو البيتزا النابولية التقليدية.
+      id: Restoran yang berspesialisasi dalam pembuatan dan penjualan pizza, termasuk pizzeria bersejarah dan pembuat pizza Napoli tradisional.
       zh: 专门制作披萨的餐厅，包括历史悠久的披萨店和传统那不勒斯披萨制作者。
-      ar: 'مفهوم لـ: Restaurant specializing in pizza, including historic pizzerias and traditional Neapolitan pizza makers.'
-      id: 'Konsep untuk: Restaurant specializing in pizza, including historic pizzerias and traditional Neapolitan pizza makers.'
     close_mappings:
     - wd:Q1501212
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
     - literal_form: pizzeria
       predicate: EXACT_SYNONYM
@@ -600,14 +658,14 @@ classes:
     - literal_form: pizzería
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: pizzeria
+    - literal_form: بيتزيريا
       predicate: EXACT_SYNONYM
-      in_language: it
-    - literal_form: pizzeria
       in_language: ar
     - literal_form: pizzeria
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: pizzeria
+    - literal_form: 比萨店
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - pizza
@@ -620,20 +678,24 @@ classes:
     is_a: TasteScentSubType
     class_uri: wd:Q18654742
     description: >-
-      Restaurant specializing in pizza production and sales.
+      Restaurant chain specializing in pizza production and sales.
     alt_descriptions:
       nl: Restaurantketen gespecialiseerd in pizzaproductie en -verkoop.
       de: Restaurantkette spezialisiert auf Pizzaproduktion und -verkauf.
       fr: Chaîne de restaurants spécialisée dans la production et la vente de pizzas.
       es: Cadena de restaurantes especializada en producción y venta de pizzas.
+      ar: سلسلة مطاعم متخصصة في إنتاج وبيع البيتزا.
+      id: Rantai restoran yang berspesialisasi dalam produksi dan penjualan pizza.
       zh: 专门生产和销售披萨的连锁餐厅。
-      ar: 'مفهوم لـ: Restaurant specializing in pizza production and sales.'
-      id: 'Konsep untuk: Restaurant specializing in pizza production and sales.'
     close_mappings:
     - wd:Q18654742
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     structured_aliases:
+    - literal_form: pizzeriaketen
+      predicate: EXACT_SYNONYM
+      in_language: nl
     - literal_form: Pizzarestaurantkette
       predicate: EXACT_SYNONYM
       in_language: de
@@ -643,13 +705,14 @@ classes:
     - literal_form: cadena de pizzerías
       predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: pizzeria chain
-      in_language: nl
-    - literal_form: pizzeria chain
+    - literal_form: سلسلة بيتزيريا
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: pizzeria chain
+    - literal_form: rantai pizzeria
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: pizzeria chain
+    - literal_form: 披萨连锁店
+      predicate: EXACT_SYNONYM
       in_language: zh
     keywords:
     - pizza chain
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TaxScheme.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TaxScheme.yaml
index 6cc25262b0..8abcbb66ae 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TaxScheme.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TaxScheme.yaml
@@ -76,7 +76,7 @@ classes:
     - in_jurisdiction
     - offer
     - regulated_by
-    - legal_basis
+    - has_legal_basis
     - effective_at
     - expired_at
     slot_usage:
@@ -128,8 +128,7 @@ classes:
         - value: Belastingdienst
         - value: HMRC
         - value: IRS
-      legal_basis:
-#         range: string
+      has_legal_basis:
         examples:
         - value: Wet inkomstenbelasting 2001
         - value: Finance Act 1990
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TaxSchemeTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TaxSchemeTypes.yaml
index aa1a4e3fe9..03c826b96e 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TaxSchemeTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TaxSchemeTypes.yaml
@@ -31,30 +31,36 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
-
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: Dutch public-benefit institution status enabling donor tax deductions and tax exemptions for recipient institutions.'
-      de: 'Begriff fuer: Dutch public-benefit institution status enabling donor tax deductions and tax exemptions for recipient institutions.'
-      fr: 'Concept pour: Dutch public-benefit institution status enabling donor tax deductions and tax exemptions for recipient institutions.'
-      es: 'Concepto para: Dutch public-benefit institution status enabling donor tax deductions and tax exemptions for recipient institutions.'
-      ar: 'مفهوم لـ: Dutch public-benefit institution status enabling donor tax deductions and tax exemptions for recipient institutions.'
-      id: 'Konsep untuk: Dutch public-benefit institution status enabling donor tax deductions and tax exemptions for recipient institutions.'
-      zh: 用于以下内容的概念：Dutch public-benefit institution status enabling donor tax deductions and tax exemptions for recipient institutions.
+      nl: Nederlandse status voor instellingen die het algemeen belang dienen, met fiscale voordelen voor schenkers en vrijstellingen voor ontvangers.
+      de: Niederländischer Status fuer gemeinnuetzige Einrichtungen mit steuerlichen Vorteilen fuer Spender und Befreiungen fuer Empfaenger.
+      fr: Statut neerlandais d'organisme d'interet general permettant des ded reductions fiscales aux donateurs et des exemptions aux beneficiaires.
+      es: Estatus holandes para instituciones de interes publico con beneficios fiscales para donantes y exenciones para destinatarios.
+      ar: صفة هولندية للمؤسسات ذات النفع العام تمكّن المانحين من خصومات ضريبية وإعفاءات للمستفيدين.
+      id: Status lembaga kepentingan umum Belanda yang memberikan insentif pajak bagi donor dan pembebasan bagi penerima.
+      zh: 荷兰公益机构地位，使捐赠人可享税收抵扣，受赠机构可获免税。
     structured_aliases:
-    - literal_form: anbi
+    - literal_form: algemeen nut beogende instelling
       in_language: nl
-    - literal_form: anbi
+    - literal_form: gemeinnuetzige Einrichtung
       in_language: de
-    - literal_form: anbi
+    - literal_form: organisme d'interet general
       in_language: fr
-    - literal_form: anbi
+    - literal_form: institucion de interes publico
       in_language: es
-    - literal_form: anbi
+    - literal_form: مؤسسة ذات نفع عام
       in_language: ar
-    - literal_form: anbi
+    - literal_form: lembaga kepentingan umum
       in_language: id
-    - literal_form: anbi
+    - literal_form: 公益机构
       in_language: zh
+    keywords:
+    - tax exemption
+    - charitable deduction
+    - public benefit
+    - Dutch tax law
+    - donor incentive
   CulturalANBI:
     is_a: TaxSchemeType
     class_uri: hc:CulturalANBI
@@ -67,30 +73,36 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
-
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: Enhanced Dutch status for organizations with increased donor deduction multiplier.'
-      de: 'Begriff fuer: Enhanced Dutch status for organizations with increased donor deduction multiplier.'
-      fr: 'Concept pour: Enhanced Dutch status for organizations with increased donor deduction multiplier.'
-      es: 'Concepto para: Enhanced Dutch status for organizations with increased donor deduction multiplier.'
-      ar: 'مفهوم لـ: Enhanced Dutch status for organizations with increased donor deduction multiplier.'
-      id: 'Konsep untuk: Enhanced Dutch status for organizations with increased donor deduction multiplier.'
-      zh: 用于以下内容的概念：Enhanced Dutch status for organizations with increased donor deduction multiplier.
+      nl: Verhoogde Nederlandse fiscale status voor culturele instellingen met een hogere aftrekvermenigvuldiger voor schenkers.
+      de: Erhoehter niederlaendischer Steuerstatus fuer kulturelle Einrichtungen mit erhoehtem Spenderabzugsmultiplikator.
+      fr: Statut fiscal neerlandais renforce pour les organisations culturelles avec un multiplicateur de deduction accru pour les donateurs.
+      es: Estatus fiscal holandes mejorado para organizaciones culturales con multiplicador de deduccion aumentado para donantes.
+      ar: صفة ضريبية هولندية معززة للمنظمات الثقافية مع مضاعف خصم متزايد للمتبرعين.
+      id: Status pajak Belanda yang ditingkatkan untuk organisasi budaya dengan pengali potongan yang lebih tinggi bagi donor.
+      zh: 为文化机构提供的荷兰强化税收地位，捐赠人享有更高的抵扣倍数。
     structured_aliases:
-    - literal_form: cultural anbi
+    - literal_form: culturele ANBI
       in_language: nl
-    - literal_form: cultural anbi
+    - literal_form: kulturelle gemeinnuetzige Einrichtung
       in_language: de
-    - literal_form: cultural anbi
+    - literal_form: organisme culturel d'interet general
       in_language: fr
-    - literal_form: cultural anbi
+    - literal_form: ANBI cultural
       in_language: es
-    - literal_form: cultural anbi
+    - literal_form: مؤسسة ثقافية ذات نفع عام
       in_language: ar
-    - literal_form: cultural anbi
+    - literal_form: ANBI budaya
       in_language: id
-    - literal_form: cultural anbi
+    - literal_form: 文化公益机构
       in_language: zh
+    keywords:
+    - cultural tax incentive
+    - enhanced deduction
+    - charitable giving
+    - Dutch cultural policy
+    - donor multiplier
   GiftAid:
     is_a: TaxSchemeType
     class_uri: hc:GiftAid
@@ -103,30 +115,36 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
-
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: UK tax-relief mechanism allowing eligible charities to reclaim basic-rate tax on donations.'
-      de: 'Begriff fuer: UK tax-relief mechanism allowing eligible charities to reclaim basic-rate tax on donations.'
-      fr: 'Concept pour: UK tax-relief mechanism allowing eligible charities to reclaim basic-rate tax on donations.'
-      es: 'Concepto para: UK tax-relief mechanism allowing eligible charities to reclaim basic-rate tax on donations.'
-      ar: 'مفهوم لـ: UK tax-relief mechanism allowing eligible charities to reclaim basic-rate tax on donations.'
-      id: 'Konsep untuk: UK tax-relief mechanism allowing eligible charities to reclaim basic-rate tax on donations.'
-      zh: 用于以下内容的概念：UK tax-relief mechanism allowing eligible charities to reclaim basic-rate tax on donations.
+      nl: Brits fiscaal mechanisme waarmee in aanmerking komende goede doelen belasting op schenkingen kunnen terugvorderen.
+      de: Britischer Steuererleichterungsmechanismus, der berechtigte Wohlttigkeitsorganisationen die Rueckerstattung von Steuern auf Spenden ermoeglicht.
+      fr: Mecanisme fiscal britannique permettant aux organismes caritatifs eligible de recuperer la taxe de base sur les dons.
+      es: Mecanismo fiscal britanico que permite a las organizaciones benificas elegibles reclamar el impuesto basico sobre donaciones.
+      ar: آلية ضريبية بريطانية تتيح للجمعيات الخيرية المؤهلة استرداد الضريبة الأساسية على التبرعات.
+      id: Mekanisme insentif pajak Inggris yang memungkinkan badan amal yang memenuhi syarat mengklaim pajak dasar atas donasi.
+      zh: 英国税收减免机制，允许符合条件的慈善机构收回捐赠的基础税率税款。
     structured_aliases:
-    - literal_form: gift
+    - literal_form: schenkingaftrek
       in_language: nl
-    - literal_form: gift
+    - literal_form: Spendensteuerrueckerstattung
       in_language: de
-    - literal_form: gift
+    - literal_form: aide aux dons
       in_language: fr
-    - literal_form: gift
+    - literal_form: ayuda por donaciones
       in_language: es
-    - literal_form: gift
+    - literal_form: معونة التبرعات
       in_language: ar
-    - literal_form: gift
+    - literal_form: bantuan donasi
       in_language: id
-    - literal_form: gift
+    - literal_form: 捐赠税收返还
       in_language: zh
+    keywords:
+    - gift aid
+    - UK charity tax
+    - tax reclamation
+    - donor relief
+    - HMRC
   CulturalGiftsScheme:
     is_a: TaxSchemeType
     class_uri: hc:CulturalGiftsScheme
@@ -140,30 +158,36 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
-
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: UK granting tax reduction for donation of pre-eminent objects to public collections.'
-      de: 'Begriff fuer: UK granting tax reduction for donation of pre-eminent objects to public collections.'
-      fr: 'Concept pour: UK granting tax reduction for donation of pre-eminent objects to public collections.'
-      es: 'Concepto para: UK granting tax reduction for donation of pre-eminent objects to public collections.'
-      ar: 'مفهوم لـ: UK granting tax reduction for donation of pre-eminent objects to public collections.'
-      id: 'Konsep untuk: UK granting tax reduction for donation of pre-eminent objects to public collections.'
-      zh: 用于以下内容的概念：UK granting tax reduction for donation of pre-eminent objects to public collections.
+      nl: Brits fiscaal programma voor belastingvermindering bij schenking van vooraanstaande objecten aan openbare collecties.
+      de: Britisches Steuerprogramm zur Steuerreduzierung bei Schenkung herausragender Objekte an oeffentliche Sammlungen.
+      fr: Programme fiscal britannique offrant une reduction d'impot pour le don d'objets preeminents aux collections publiques.
+      es: Programa fiscal britanico de reduccion de impuestos por donacion de objetos eminentes a colecciones publicas.
+      ar: برنامج ضريبي بريطاني يمنح تخفيضًا ضريبيًا مقابل التبرع بقطع بارزة للمجموعات العامة.
+      id: Program pajak Inggris yang memberikan pengurangan pajak atas donasi benda unggulan kepada koleksi publik.
+      zh: 英国税收计划，为向公共收藏捐赠杰出物品提供税收减免。
     structured_aliases:
-    - literal_form: cultural gifts scheme
+    - literal_form: cultuurschenkingregeling
       in_language: nl
-    - literal_form: cultural gifts scheme
+    - literal_form: Kulturschenkungsschema
       in_language: de
-    - literal_form: cultural gifts scheme
+    - literal_form: schema des dons culturels
       in_language: fr
-    - literal_form: cultural gifts scheme
+    - literal_form: esquema de donaciones culturales
       in_language: es
-    - literal_form: cultural gifts scheme
+    - literal_form: برنامج الهبات الثقافية
       in_language: ar
-    - literal_form: cultural gifts scheme
+    - literal_form: skema hadiah budaya
       in_language: id
-    - literal_form: cultural gifts scheme
+    - literal_form: 文化赠品计划
       in_language: zh
+    keywords:
+    - cultural gifts
+    - UK tax scheme
+    - museum donation
+    - art donation
+    - heritage tax relief
   CharitableStatus:
     is_a: TaxSchemeType
     class_uri: hc:CharitableStatus
@@ -175,30 +199,36 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
-
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: UK registered-charity state enabling core tax and rate reliefs.'
-      de: 'Begriff fuer: UK registered-charity state enabling core tax and rate reliefs.'
-      fr: 'Concept pour: UK registered-charity state enabling core tax and rate reliefs.'
-      es: 'Concepto para: UK registered-charity state enabling core tax and rate reliefs.'
-      ar: 'مفهوم لـ: UK registered-charity state enabling core tax and rate reliefs.'
-      id: 'Konsep untuk: UK registered-charity state enabling core tax and rate reliefs.'
-      zh: 用于以下内容的概念：UK registered-charity state enabling core tax and rate reliefs.
+      nl: Britse geregistreerde goeddoelstatus die recht geeft op kernbelasting- en tariefverlichtingen.
+      de: Britischer registrierter Wohlttigkeitsstatus mit Anspruch auf Kernsteuer- und Tariferleichterungen.
+      fr: Statut d'organisme de bienfaisance enregistre au Royaume-Uni ouvrant droit aux allegements fiscaux de base.
+      es: Estatus de organización benifica registrada en el Reino Unido con derecho a exenciones fiscales y tarifarias basicas.
+      ar: صفة جمعية خيرية مسجلة في المملكة المتحدة تتيح إعفاءات ضريبية وأساسية.
+      id: Status badan amal terdaftar di Inggris yang memberikan keringanan pajak dan tarif utama.
+      zh: 英国注册慈善机构地位，享有核心税收和费率减免。
     structured_aliases:
-    - literal_form: charitable status
+    - literal_form: goeddoelstatus
       in_language: nl
-    - literal_form: charitable status
+    - literal_form: Wohlttigkeitsstatus
       in_language: de
-    - literal_form: charitable status
+    - literal_form: statut d'organisme de bienfaisance
       in_language: fr
-    - literal_form: charitable status
+    - literal_form: estatus benefico
       in_language: es
-    - literal_form: charitable status
+    - literal_form: صفة خيرية
       in_language: ar
-    - literal_form: charitable status
+    - literal_form: status badan amal
       in_language: id
-    - literal_form: charitable status
+    - literal_form: 慈善机构地位
       in_language: zh
+    keywords:
+    - charity registration
+    - UK charity law
+    - tax relief
+    - nonprofit status
+    - Charity Commission
   Section501c3:
     is_a: TaxSchemeType
     class_uri: hc:Section501c3
@@ -211,30 +241,36 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
-
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: US federal tax-exempt charitable status with donor deductibility.'
-      de: 'Begriff fuer: US federal tax-exempt charitable status with donor deductibility.'
-      fr: 'Concept pour: US federal tax-exempt charitable status with donor deductibility.'
-      es: 'Concepto para: US federal tax-exempt charitable status with donor deductibility.'
-      ar: 'مفهوم لـ: US federal tax-exempt charitable status with donor deductibility.'
-      id: 'Konsep untuk: US federal tax-exempt charitable status with donor deductibility.'
-      zh: 用于以下内容的概念：US federal tax-exempt charitable status with donor deductibility.
+      nl: Amerikaans federaal belastingvrije charitatieve status met aftrekbaarheid voor schenkers.
+      de: US-amerikanischer bundesweiter steuerbefreiter Wohlttigkeitsstatus mit Spenderabzugsberechtigung.
+      fr: Statut caritatif americain exempt d'impot federal avec deductibilite pour les donateurs.
+      es: Estatus caritativo federal estadounidense exento de impuestos con deducibilidad para donantes.
+      ar: صفة خيرية فيدرالية أمريكية معفاة من الضرائب مع إمكانية خصم التبرعات.
+      id: Status amal federal Amerika Serikat yang bebas pajak dengan potongan untuk donor.
+      zh: 美国联邦免税慈善地位，捐赠人可享税收抵扣。
     structured_aliases:
-    - literal_form: section
+    - literal_form: 501(c)(3)-status
       in_language: nl
-    - literal_form: section
+    - literal_form: 501(c)(3)-Status
       in_language: de
-    - literal_form: section
+    - literal_form: statut 501(c)(3)
       in_language: fr
-    - literal_form: section
+    - literal_form: estatus 501(c)(3)
       in_language: es
-    - literal_form: section
+    - literal_form: وضع 501(ج)(3)
       in_language: ar
-    - literal_form: section
+    - literal_form: status 501(c)(3)
       in_language: id
-    - literal_form: section
+    - literal_form: 501(c)(3)条款地位
       in_language: zh
+    keywords:
+    - 501c3
+    - IRS nonprofit
+    - US tax exemption
+    - charitable organization
+    - donor deduction
   Section501c4:
     is_a: TaxSchemeType
     class_uri: hc:Section501c4
@@ -247,30 +283,36 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
-
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: US social-welfare tax-exempt status with broader advocacy allowance but generally non-deductible donations.'
-      de: 'Begriff fuer: US social-welfare tax-exempt status with broader advocacy allowance but generally non-deductible donations.'
-      fr: 'Concept pour: US social-welfare tax-exempt status with broader advocacy allowance but generally non-deductible donations.'
-      es: 'Concepto para: US social-welfare tax-exempt status with broader advocacy allowance but generally non-deductible donations.'
-      ar: 'مفهوم لـ: US social-welfare tax-exempt status with broader advocacy allowance but generally non-deductible donations.'
-      id: 'Konsep untuk: US social-welfare tax-exempt status with broader advocacy allowance but generally non-deductible donations.'
-      zh: 用于以下内容的概念：US social-welfare tax-exempt status with broader advocacy allowance but generally non-deductible donations.
+      nl: Amerikaanse belastingvrije status voor maatschappelijke organisaties met ruimere belangenbehartiging maar doorgaans niet-aftrekbare donaties.
+      de: US-amerikanischer steuerbefreiter Status fuer Sozialwohlfahrtsorganisationen mit breiterem Advocacy-Spielraum, aber meist nicht abzugsfaehigen Spenden.
+      fr: Statut americain exempt d'impot pour les organisations de bien-etre social avec plus de defense des interets mais dons generalement non deductibles.
+      es: Estatus estadounidense exento de impuestos para organizaciones de bienestar social con mayor defensa de intereses pero donaciones generalmente no deducibles.
+      ar: صفة أمريكية معفاة من الضرائب للمنظمات الاجتماعية مع مجال أوسع للدفاع عن القضايا لكن التبرعات عادة لا تُخصم.
+      id: Status bebas pajak AS untuk organisasi kesejahteraan sosial dengan advokasi lebih luas namun donasi umumnya tidak dapat dikurangi.
+      zh: 美国社会福利免税地位，倡导空间更广，但捐赠通常不可抵扣。
     structured_aliases:
-    - literal_form: section
+    - literal_form: 501(c)(4)-status
       in_language: nl
-    - literal_form: section
+    - literal_form: 501(c)(4)-Status
       in_language: de
-    - literal_form: section
+    - literal_form: statut 501(c)(4)
       in_language: fr
-    - literal_form: section
+    - literal_form: estatus 501(c)(4)
       in_language: es
-    - literal_form: section
+    - literal_form: وضع 501(ج)(4)
       in_language: ar
-    - literal_form: section
+    - literal_form: status 501(c)(4)
       in_language: id
-    - literal_form: section
+    - literal_form: 501(c)(4)条款地位
       in_language: zh
+    keywords:
+    - 501c4
+    - social welfare organization
+    - IRS nonprofit
+    - advocacy organization
+    - non-deductible donations
   Gemeinnuetzigkeit:
     is_a: TaxSchemeType
     class_uri: hc:Gemeinnuetzigkeit
@@ -283,30 +325,36 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
-
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: German charitable status for public-benefit organizations with donor deduction rights and tax exemptions.'
-      de: 'Begriff fuer: German charitable status for public-benefit organizations with donor deduction rights and tax exemptions.'
-      fr: 'Concept pour: German charitable status for public-benefit organizations with donor deduction rights and tax exemptions.'
-      es: 'Concepto para: German charitable status for public-benefit organizations with donor deduction rights and tax exemptions.'
-      ar: 'مفهوم لـ: German charitable status for public-benefit organizations with donor deduction rights and tax exemptions.'
-      id: 'Konsep untuk: German charitable status for public-benefit organizations with donor deduction rights and tax exemptions.'
-      zh: 用于以下内容的概念：German charitable status for public-benefit organizations with donor deduction rights and tax exemptions.
+      nl: Duitse charitatieve status voor organisaties ten algemenen nutte met aftrekrechten voor schenkers en belastingvrijstellingen.
+      de: Deutscher Status fuer gemeinnuetzige Organisationen mit Spenderabzugsberechtigung und Steuerbefreiungen.
+      fr: Statut caritatif allemand pour les organisations d'interet general avec droits de deduction pour les donateurs et exemptions fiscales.
+      es: Estatus caritativo aleman para organizaciones de interes publico con derechos de deduccion para donantes y exenciones fiscales.
+      ar: صفة خيرية ألمانية للمنظمات ذات النفع العام مع حقوق خصم للمتبرعين وإعفاءات ضريبية.
+      id: Status amal Jerman untuk organisasi kepentingan umum dengan hak potongan bagi donor dan pembebasan pajak.
+      zh: 德国公益组织慈善地位，捐赠人享有抵扣权，机构享有免税。
     structured_aliases:
-    - literal_form: gemeinnuetzigkeit
+    - literal_form: algemeen nut
       in_language: nl
-    - literal_form: gemeinnuetzigkeit
+    - literal_form: Gemeinnuetzigkeit
       in_language: de
-    - literal_form: gemeinnuetzigkeit
+    - literal_form: interet general
       in_language: fr
-    - literal_form: gemeinnuetzigkeit
+    - literal_form: interes publico
       in_language: es
-    - literal_form: gemeinnuetzigkeit
+    - literal_form: نفع عام
       in_language: ar
-    - literal_form: gemeinnuetzigkeit
+    - literal_form: kepentingan umum
       in_language: id
-    - literal_form: gemeinnuetzigkeit
+    - literal_form: 公益地位
       in_language: zh
+    keywords:
+    - gemeinnuetzig
+    - German charity law
+    - tax exemption
+    - Abgabenordnung
+    - public benefit
   MecenatCulturel:
     is_a: TaxSchemeType
     class_uri: hc:MecenatCulturel
@@ -320,30 +368,36 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
-
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: French cultural-patronage tax scheme for individual and corporate giving to eligible cultural institutions.'
-      de: 'Begriff fuer: French cultural-patronage tax scheme for individual and corporate giving to eligible cultural institutions.'
-      fr: 'Concept pour: French cultural-patronage tax scheme for individual and corporate giving to eligible cultural institutions.'
-      es: 'Concepto para: French cultural-patronage tax scheme for individual and corporate giving to eligible cultural institutions.'
-      ar: 'مفهوم لـ: French cultural-patronage tax scheme for individual and corporate giving to eligible cultural institutions.'
-      id: 'Konsep untuk: French cultural-patronage tax scheme for individual and corporate giving to eligible cultural institutions.'
-      zh: 用于以下内容的概念：French cultural-patronage tax scheme for individual and corporate giving to eligible cultural institutions.
+      nl: Frans fiscaal mecenaatsprogramma voor particuliere en zakelijke schenkingen aan in aanmerking komende culturele instellingen.
+      de: Franzoesisches steuerliches Kulturmazenat-Programm fuer private und unternehmerische Schenkungen an berechtigte kulturelle Einrichtungen.
+      fr: Regime fiscal francais de mecenat culturel pour les dons des particuliers et entreprises aux institutions culturelles eligible.
+      es: Esquema fiscal frances de mecenazgo cultural para donaciones individuales y corporativas a instituciones culturales elegibles.
+      ar: برنامج ضريبي فرنسي للرعاية الثقافية للتبرعات الفردية والمؤسسية للمؤسسات الثقافية المؤهلة.
+      id: Skema pajak patronase budaya Prancis untuk donasi individu dan korporasi ke lembaga budaya yang memenuhi syarat.
+      zh: 法国文化赞助税收计划，面向向符合条件的文化机构进行个人和企业捐赠。
     structured_aliases:
-    - literal_form: mecenat culturel
+    - literal_form: cultureel mecenaat
       in_language: nl
-    - literal_form: mecenat culturel
+    - literal_form: Kulturmazenat
       in_language: de
     - literal_form: mecenat culturel
       in_language: fr
-    - literal_form: mecenat culturel
+    - literal_form: mecenazgo cultural
       in_language: es
-    - literal_form: mecenat culturel
+    - literal_form: رعاية ثقافية
       in_language: ar
-    - literal_form: mecenat culturel
+    - literal_form: patronase budaya
       in_language: id
-    - literal_form: mecenat culturel
+    - literal_form: 文化赞助
       in_language: zh
+    keywords:
+    - mecenat culturel
+    - French tax law
+    - cultural patronage
+    - corporate giving
+    - individual donation
   BelgianTaxShelter:
     is_a: TaxSchemeType
     class_uri: hc:BelgianTaxShelter
@@ -356,30 +410,36 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
-
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: donation tax-reduction framework for approved cultural institutions.'
-      de: 'Begriff fuer: donation tax-reduction framework for approved cultural institutions.'
-      fr: 'Concept pour: donation tax-reduction framework for approved cultural institutions.'
-      es: 'Concepto para: donation tax-reduction framework for approved cultural institutions.'
-      ar: 'مفهوم لـ: donation tax-reduction framework for approved cultural institutions.'
-      id: 'Konsep untuk: donation tax-reduction framework for approved cultural institutions.'
-      zh: 用于以下内容的概念：donation tax-reduction framework for approved cultural institutions.
+      nl: Belgisch fiscaal kader voor belastingvermindering bij schenkingen aan erkende culturele instellingen.
+      de: Belgischer steuerlicher Rahmen fuer Steuerreduzierung bei Spenden an anerkannte kulturelle Einrichtungen.
+      fr: Cadre fiscal belge de reduction d'impot pour les dons aux institutions culturelles agreees.
+      es: Marco fiscal belga de reduccion de impuestos para donaciones a instituciones culturales aprobadas.
+      ar: إطار ضريبي بلجيكي لتخفيض الضرائب على التبرعات للمؤسسات الثقافية المعتمدة.
+      id: Kerangka pengurangan pajak Belgia untuk donasi ke lembaga budaya yang disetujui.
+      zh: 比利时针对向认可文化机构捐赠的税收减免框架。
     structured_aliases:
-    - literal_form: belgian shelter
+    - literal_form: fiscale shelter
       in_language: nl
-    - literal_form: belgian shelter
+    - literal_form: Steuerschutzdach
       in_language: de
-    - literal_form: belgian shelter
+    - literal_form: abri fiscal
       in_language: fr
-    - literal_form: belgian shelter
+    - literal_form: refugio fiscal
       in_language: es
-    - literal_form: belgian shelter
+    - literal_form: مأوى ضريبي
       in_language: ar
-    - literal_form: belgian shelter
+    - literal_form: tempat perlindungan pajak
       in_language: id
-    - literal_form: belgian shelter
+    - literal_form: 税收庇护
       in_language: zh
+    keywords:
+    - tax shelter
+    - Belgian tax law
+    - cultural donation
+    - SPF Finances
+    - charitable giving
   TransnationalGiving:
     is_a: TaxSchemeType
     class_uri: hc:TransnationalGiving
@@ -390,26 +450,33 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     alt_descriptions:
-      nl: 'Begrip voor: Cross-border mechanism enabling tax-efficient international donations through intermediary partner structures.'
-      de: 'Begriff fuer: Cross-border mechanism enabling tax-efficient international donations through intermediary partner structures.'
-      fr: 'Concept pour: Cross-border mechanism enabling tax-efficient international donations through intermediary partner structures.'
-      es: 'Concepto para: Cross-border mechanism enabling tax-efficient international donations through intermediary partner structures.'
-      ar: 'مفهوم لـ: Cross-border mechanism enabling tax-efficient international donations through intermediary partner structures.'
-      id: 'Konsep untuk: Cross-border mechanism enabling tax-efficient international donations through intermediary partner structures.'
-      zh: 用于以下内容的概念：Cross-border mechanism enabling tax-efficient international donations through intermediary partner structures.
+      nl: Grensoverschrijdende regeling voor fiscaal efficiënte internationale schenkingen via tussenpersoon-organisaties.
+      de: Grenzueberschreitender Mechanismus fuer steuereffiziente internationale Spenden ueber Vermittler-Partnerstrukturen.
+      fr: Mecanisme transfrontalier permettant des dons internationaux fiscalement efficaces via des structures intermediaires partenaires.
+      es: Mecanismo transfronterizo que permite donaciones internacionales fiscalmente eficientes a traves de estructuras asociadas intermediarias.
+      ar: آلية عبر الحدود تتيح تبرعات دولية فعالة ضريبيًا عبر هياكل وسطاء شريكة.
+      id: Mekanisme lintas batas yang memungkinkan donasi internasional yang efisien secara pajak melalui struktur mitra perantara.
+      zh: 跨境机制，通过中介合作伙伴结构实现税务高效的国际捐赠。
     structured_aliases:
-    - literal_form: transnational giving
+    - literal_form: grensoverschrijdende schenking
       in_language: nl
-    - literal_form: transnational giving
+    - literal_form: transnationale Spende
       in_language: de
-    - literal_form: transnational giving
+    - literal_form: don transnational
       in_language: fr
-    - literal_form: transnational giving
+    - literal_form: donacion transnacional
       in_language: es
-    - literal_form: transnational giving
+    - literal_form: تبرع عابر للحدود
       in_language: ar
-    - literal_form: transnational giving
+    - literal_form: donasi lintas batas
       in_language: id
-    - literal_form: transnational giving
+    - literal_form: 跨境捐赠
       in_language: zh
+    keywords:
+    - cross-border donation
+    - international giving
+    - tax-efficient giving
+    - intermediary charity
+    - transnational philanthropy
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TechniqueTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TechniqueTypes.yaml
index c0d435dfee..1d1ee98073 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TechniqueTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TechniqueTypes.yaml
@@ -22,9 +22,9 @@ classes:
       de: Methoden zur Erhaltung und Stabilisierung von Heritage-Objekten durch Behandlungsinterventionen.
       fr: Méthodes de préservation et de stabilisation des objets patrimoniaux par interventions de traitement.
       es: Métodos para preservar y estabilizar objetos patrimoniales mediante intervenciones de tratamiento.
+      ar: طرق الحفاظ على وتثبيت الأشياء التراثية من خلال تدخلات العلاج.
+      id: Metode untuk melestarikan dan menstabilkan objek warisan melalui intervensi perawatan.
       zh: 通过处理干预来保存和稳定遗产对象的方法。
-      ar: 'مفهوم لـ: Methods for preserving and stabilizing heritage objects through treatment interventions.'
-      id: 'Konsep untuk: Methods for preserving and stabilizing heritage objects through treatment interventions.'
     broad_mappings:
     - skos:Concept
     - crm:E55_Type
@@ -37,19 +37,19 @@ classes:
     annotations:
       custodian_types: '[''*'']'
     structured_aliases:
-    - literal_form: conservation technique
+    - literal_form: conserveringstechniek
       in_language: nl
-    - literal_form: conservation technique
+    - literal_form: Konservierungstechnik
       in_language: de
-    - literal_form: conservation technique
+    - literal_form: technique de conservation
       in_language: fr
-    - literal_form: conservation technique
+    - literal_form: técnica de conservación
       in_language: es
-    - literal_form: conservation technique
+    - literal_form: تقنية الحفظ
       in_language: ar
-    - literal_form: conservation technique
+    - literal_form: teknik konservasi
       in_language: id
-    - literal_form: conservation technique
+    - literal_form: 保护技术
       in_language: zh
   CleaningTechnique:
     is_a: ConservationTechnique
@@ -61,11 +61,12 @@ classes:
       de: Methoden zur Entfernung unerwünschter Oberflächenablagerungen, Beschichtungen oder Anhaftungen von Objekten.
       fr: Méthodes d'élimination des dépôts, revêtements ou accretions indésirables à la surface des objets.
       es: Métodos para eliminar depósitos, recubrimientos o incrustaciones no deseados de los objetos.
+      ar: طرق إزالة الرواسب أو الطلاءات أو التراكمات غير المرغوب فيها من الأسطح.
+      id: Metode untuk menghilangkan endapan, lapisan, atau akresi yang tidak diinginkan dari permukaan objek.
       zh: 从物体上去除不需要的表面沉积物、涂层或附着物的方法。
-      ar: 'مفهوم لـ: Methods for removing unwanted surface deposits, coatings, or accretions from objects.'
-      id: 'Konsep untuk: Methods for removing unwanted surface deposits, coatings, or accretions from objects.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053052
     keywords:
@@ -73,19 +74,19 @@ classes:
     - surface removal
     - deposit removal
     structured_aliases:
-    - literal_form: cleaning technique
+    - literal_form: reinigingstechniek
       in_language: nl
-    - literal_form: cleaning technique
+    - literal_form: Reinigungstechnik
       in_language: de
-    - literal_form: cleaning technique
+    - literal_form: technique de nettoyage
       in_language: fr
-    - literal_form: cleaning technique
+    - literal_form: técnica de limpieza
       in_language: es
-    - literal_form: cleaning technique
+    - literal_form: تقنية التنظيف
       in_language: ar
-    - literal_form: cleaning technique
+    - literal_form: teknik pembersihan
       in_language: id
-    - literal_form: cleaning technique
+    - literal_form: 清洁技术
       in_language: zh
   AqueousCleaning:
     is_a: CleaningTechnique
@@ -96,45 +97,47 @@ classes:
       de: Entfernung von Oberflächenablagerungen mit wasserbasierten Lösungen.
       fr: Élimination des dépôts de surface avec des solutions aqueuses.
       es: Eliminación de depósitos superficiales con soluciones acuosas.
+      ar: إزالة الرواسب السطحية باستخدام محاليل مائية.
+      id: Penghilangan endapan permukaan menggunakan larutan berbasis air.
       zh: 使用水基溶液去除表面沉积物。
-      ar: 'مفهوم لـ: Removal of surface deposits using water-based solutions.'
-      id: 'Konsep untuk: Removal of surface deposits using water-based solutions.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379751
     keywords:
     - aqueous cleaning
     - water-based cleaning
     structured_aliases:
-    - literal_form: aqueous cleaning
+    - literal_form: waterige reiniging
       in_language: nl
-    - literal_form: aqueous cleaning
+    - literal_form: wässrige Reinigung
       in_language: de
-    - literal_form: aqueous cleaning
+    - literal_form: nettoyage aqueux
       in_language: fr
-    - literal_form: aqueous cleaning
+    - literal_form: limpieza acuosa
       in_language: es
-    - literal_form: aqueous cleaning
+    - literal_form: تنظيف مائي
       in_language: ar
-    - literal_form: aqueous cleaning
+    - literal_form: pembersihan akuosa
       in_language: id
-    - literal_form: aqueous cleaning
+    - literal_form: 水性清洁
       in_language: zh
   SolventCleaning:
     is_a: CleaningTechnique
     description: >-
-      Method grouping based on controlled use of dissolving agents to remove unwanted residues.
+      Removal of coatings, adhesives, or deposits using organic solvents such as acetone, ethanol, or white spirit.
     alt_descriptions:
       nl: Verwijdering van coatings, lijmen of afzettingen met organische oplosmiddelen zoals aceton, ethanol of wasbenzine.
       de: Entfernung von Beschichtungen, Klebstoffen oder Ablagerungen mit organischen Lösungsmitteln wie Aceton, Ethanol oder White Spirit.
       fr: Élimination des revêtements, adhésifs ou dépôts avec des solvants organiques comme l'acétone, l'éthanol ou le white spirit.
       es: Eliminación de recubrimientos, adhesivos o depósitos con disolventes orgánicos como acetona, etanol o aguarrás.
+      ar: إزالة الطلاءات أو اللاصقات أو الرواسب باستخدام المذيبات العضوية مثل الأسيتون أو الإيثانول.
+      id: Penghilangan lapisan, perekat, atau endapan menggunakan pelarut organik seperti aseton, etanol, atau white spirit.
       zh: 使用丙酮、乙醇或白精油等有机溶剂去除涂层、粘合剂或沉积物。
-      ar: 'مفهوم لـ: Removal of coatings, adhesives, or deposits using organic solvents such as acetone, ethanol, or white spirit.'
-      id: 'Konsep untuk: Removal of coatings, adhesives, or deposits using organic solvents such as acetone, ethanol, or white spirit.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379752
     keywords:
@@ -146,19 +149,19 @@ classes:
         has_label: Acetone/white spirit cleaning
         has_description: Removal of yellowed varnish using 50:50 acetone/white spirit
     structured_aliases:
-    - literal_form: solvent cleaning
+    - literal_form: oplosmiddelreiniging
       in_language: nl
-    - literal_form: solvent cleaning
+    - literal_form: Lösemittelreinigung
       in_language: de
-    - literal_form: solvent cleaning
+    - literal_form: nettoyage au solvant
       in_language: fr
-    - literal_form: solvent cleaning
+    - literal_form: limpieza con disolvente
       in_language: es
-    - literal_form: solvent cleaning
+    - literal_form: تنظيف بالمذيب
       in_language: ar
-    - literal_form: solvent cleaning
+    - literal_form: pembersihan pelarut
       in_language: id
-    - literal_form: solvent cleaning
+    - literal_form: 溶剂清洁
       in_language: zh
   MechanicalCleaning:
     is_a: CleaningTechnique
@@ -169,11 +172,12 @@ classes:
       de: Physische Entfernung von Ablagerungen mit Handwerkzeugen wie Skalpellen, Bürsten oder Radiergummis.
       fr: Élimination physique des dépôts avec des outils manuels comme des scalpels, brosses ou gommes.
       es: Eliminación física de depósitos con herramientas manuales como bisturíes, cepillos o gomas de borrar.
+      ar: الإزالة المادية للرواسب باستخدام أدوات يدوية مثل المشارط أو الفرش أو الممحيات.
+      id: Penghilangan fisik endapan menggunakan alat tangan seperti skalpel, kuas, atau penghapus.
       zh: 使用手术刀、刷子或橡皮等手工工具物理去除沉积物。
-      ar: 'مفهوم لـ: Physical removal of deposits using hand tools such as scalpels, brushes, or erasers.'
-      id: 'Konsep untuk: Physical removal of deposits using hand tools such as scalpels, brushes, or erasers.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379753
     keywords:
@@ -181,53 +185,54 @@ classes:
     - scalpel
     - dry cleaning
     structured_aliases:
-    - literal_form: mechanical cleaning
+    - literal_form: mechanische reiniging
       in_language: nl
-    - literal_form: mechanical cleaning
+    - literal_form: mechanische Reinigung
       in_language: de
-    - literal_form: mechanical cleaning
+    - literal_form: nettoyage mécanique
       in_language: fr
-    - literal_form: mechanical cleaning
+    - literal_form: limpieza mecánica
       in_language: es
-    - literal_form: mechanical cleaning
+    - literal_form: تنظيف ميكانيكي
       in_language: ar
-    - literal_form: mechanical cleaning
+    - literal_form: pembersihan mekanis
       in_language: id
-    - literal_form: mechanical cleaning
+    - literal_form: 机械清洁
       in_language: zh
   LaserCleaning:
     is_a: CleaningTechnique
     description: >-
-      Ablation of surface deposits using focused energy.
+      Ablation of surface deposits using focused laser energy.
     alt_descriptions:
-      nl: Ablatie van oppervlakteafzettingen met gefocusseerde laserenergie.
+      nl: Ablatie van oppervlakteafzettingsen met gefocusseerde laserenergie.
       de: Ablation von Oberflächenablagerungen mit fokussierter Laserenergie.
       fr: Ablation des dépôts de surface avec une énergie laser focalisée.
       es: Ablación de depósitos superficiales con energía láser enfocada.
+      ar: استئصال الرواسب السطحية باستخدام طاقة ليزر مركزة.
+      id: Ablasi endapan permukaan menggunakan energi laser terfokus.
       zh: 使用聚焦激光能量去除表面沉积物。
-      ar: 'مفهوم لـ: Ablation of surface deposits using focused energy.'
-      id: 'Konsep untuk: Ablation of surface deposits using focused energy.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379880
     keywords:
     - laser cleaning
     - laser ablation
     structured_aliases:
-    - literal_form: laser cleaning
+    - literal_form: laserreiniging
       in_language: nl
-    - literal_form: laser cleaning
+    - literal_form: Laserreinigung
       in_language: de
-    - literal_form: laser cleaning
+    - literal_form: nettoyage au laser
       in_language: fr
-    - literal_form: laser cleaning
+    - literal_form: limpieza con láser
       in_language: es
-    - literal_form: laser cleaning
+    - literal_form: تنظيف بالليزر
       in_language: ar
-    - literal_form: laser cleaning
+    - literal_form: pembersihan laser
       in_language: id
-    - literal_form: laser cleaning
+    - literal_form: 激光清洁
       in_language: zh
   ConsolidationTechnique:
     is_a: ConservationTechnique
@@ -238,11 +243,12 @@ classes:
       de: Einführung von Klebstoff zur Stabilisierung von brüchigen, abblätternden oder pulvernden Materialien.
       fr: Introduction d'adhésif pour stabiliser les matériaux friables, écaillés ou pulvérulents.
       es: Introducción de adhesivo para estabilizar materiales friables, descamados o pulverulentos.
+      ar: إدخال مادة لاصقة لتثبيت المواد الهشة أو المتقشرة أو المتفتتة.
+      id: Pengenalan perekat untuk menstabilkan material rapuh, mengelupas, atau berdebu.
       zh: 引入粘合剂以稳定易碎、剥落或粉化的材料。
-      ar: 'مفهوم لـ: Introduction of adhesive to stabilize friable, flaking, or powdering materials.'
-      id: 'Konsep untuk: Introduction of adhesive to stabilize friable, flaking, or powdering materials.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053058
     keywords:
@@ -250,19 +256,19 @@ classes:
     - adhesive
     - stabilization
     structured_aliases:
-    - literal_form: consolidation technique
+    - literal_form: consolidatietechniek
       in_language: nl
-    - literal_form: consolidation technique
+    - literal_form: Konsolidierungstechnik
       in_language: de
-    - literal_form: consolidation technique
+    - literal_form: technique de consolidation
       in_language: fr
-    - literal_form: consolidation technique
+    - literal_form: técnica de consolidación
       in_language: es
-    - literal_form: consolidation technique
+    - literal_form: تقنية التثبيت
       in_language: ar
-    - literal_form: consolidation technique
+    - literal_form: teknik konsolidasi
       in_language: id
-    - literal_form: consolidation technique
+    - literal_form: 加固技术
       in_language: zh
   InpaintingTechnique:
     is_a: ConservationTechnique
@@ -274,11 +280,12 @@ classes:
       de: Methoden zur visuellen Integration von Verlusten in gemalten Oberflächen durch Retusche oder Verlustkompensation.
       fr: Méthodes d'intégration visuelle des pertes dans les surfaces peintes par retouche ou compensation.
       es: Métodos para integrar visualmente pérdidas en superficies pintadas mediante retoque o compensación.
+      ar: طرق الدمج البصري للخسائر في الأسطح المرسومة من خلال الت retoqu أو تعويض الفقدان.
+      id: Metode untuk mengintegrasikan secara visual kerugian pada permukaan cat melalui retouching atau kompensasi kerugian.
       zh: 通过润色或损失补偿在视觉上整合绘画表面损失的方法。
-      ar: 'مفهوم لـ: Methods for visually integrating losses in painted surfaces through retouching or loss compensation.'
-      id: 'Konsep untuk: Methods for visually integrating losses in painted surfaces through retouching or loss compensation.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053061
     keywords:
@@ -286,19 +293,19 @@ classes:
     - retouching
     - loss compensation
     structured_aliases:
-    - literal_form: inpainting technique
+    - literal_form: inkleuringstechniek
       in_language: nl
-    - literal_form: inpainting technique
+    - literal_form: Retuschiertechnik
       in_language: de
-    - literal_form: inpainting technique
+    - literal_form: technique de réintégation
       in_language: fr
-    - literal_form: inpainting technique
+    - literal_form: técnica de reintegración
       in_language: es
-    - literal_form: inpainting technique
+    - literal_form: تقنية الترميم
       in_language: ar
-    - literal_form: inpainting technique
+    - literal_form: teknik inpainting
       in_language: id
-    - literal_form: inpainting technique
+    - literal_form: 补色技术
       in_language: zh
   TratteggioInpainting:
     is_a: InpaintingTechnique
@@ -309,11 +316,12 @@ classes:
       de: Italienische Technik mit feinen parallelen Pinselstrichen, die aus der Nähe unterscheidbar sind, aber aus Betrachtungsabstand integrieren.
       fr: Technique italienne utilisant de fins coups de pinceau parallèles, distinguables de près mais s'intégrant à distance de vision.
       es: Técnica italiana con finas pinceladas paralelas distinguibles de cerca pero que se integran a distancia de visión.
+      ar: تقنية إيطالية باستخدام ضربات فرشاة متوازية دقيقة يمكن تمييزها عن قرب ولكنها تندمج على مسافة المشاهدة.
+      id: Teknik Italia menggunakan sapuan kuas paralel halus yang dapat dibedakan dari dekat tetapi terintegrasi pada jarak pandang.
       zh: 意大利技术，使用精细的平行笔触，近看可分辨，远看则融合。
-      ar: 'مفهوم لـ: Italian technique using fine parallel brushstrokes distinguishable at close range but integrating at viewing distance.'
-      id: 'Konsep untuk: Italian technique using fine parallel brushstrokes distinguishable at close range but integrating at viewing distance.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300435449
     keywords:
@@ -321,19 +329,19 @@ classes:
     - rigatini
     - Italian retouching
     structured_aliases:
-    - literal_form: tratteggio inpainting
+    - literal_form: tratteggio-inkleuring
       in_language: nl
-    - literal_form: tratteggio inpainting
+    - literal_form: Tratteggio-Retusche
       in_language: de
-    - literal_form: tratteggio inpainting
+    - literal_form: réintégration tratteggio
       in_language: fr
-    - literal_form: tratteggio inpainting
+    - literal_form: reintegración tratteggio
       in_language: es
-    - literal_form: tratteggio inpainting
+    - literal_form: ترميم تراتيجو
       in_language: ar
-    - literal_form: tratteggio inpainting
+    - literal_form: inpainting tratteggio
       in_language: id
-    - literal_form: tratteggio inpainting
+    - literal_form: 线条补色
       in_language: zh
   PointillistInpainting:
     is_a: InpaintingTechnique
@@ -344,29 +352,30 @@ classes:
       de: Retuschierung mit kleinen Farbpunkten zur Integration von Farbverlusten.
       fr: Retouche utilisant de petits points de couleur pour intégrer les pertes de peinture.
       es: Retoque usando pequeños puntos de color para integrar pérdidas de pintura.
+      ar: الترميم باستخدام نقاط صغيرة من اللون لدمج فقدان الطلاء.
+      id: Retouching menggunakan titik-titik kecil warna untuk mengintegrasikan kehilangan cat.
       zh: 使用小色点润色以整合颜料损失。
-      ar: 'مفهوم لـ: Retouching using small dots of color to integrate paint losses.'
-      id: 'Konsep untuk: Retouching using small dots of color to integrate paint losses.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - pointillist
     - stippling
     - dot retouching
     structured_aliases:
-    - literal_form: pointillist inpainting
+    - literal_form: pointillistische inkleuring
       in_language: nl
-    - literal_form: pointillist inpainting
+    - literal_form: pointillistische Retusche
       in_language: de
-    - literal_form: pointillist inpainting
+    - literal_form: réintégration pointilliste
       in_language: fr
-    - literal_form: pointillist inpainting
+    - literal_form: reintegración puntillista
       in_language: es
-    - literal_form: pointillist inpainting
+    - literal_form: ترميم نقطي
       in_language: ar
-    - literal_form: pointillist inpainting
+    - literal_form: inpainting pointilis
       in_language: id
-    - literal_form: pointillist inpainting
+    - literal_form: 点彩补色
       in_language: zh
   MimeticInpainting:
     is_a: InpaintingTechnique
@@ -377,29 +386,30 @@ classes:
       de: Retuschierung, die die umliegende Originalfarbe genau nachahmt, auch täuschende oder illusionistische Retusche genannt.
       fr: Retouche imitant étroitement la peinture originale environnante, également appelée retouche illusionniste.
       es: Retoque que imita de cerca la pintura original circundante, también llamado retoque ilusionista.
+      ar: الترميم الذي يحاكي عن كثب الطلاء الأصلي المحيط، ويسمى أيضًا الترميم الخادع أو الوهمي.
+      id: Retouching yang meniru dengan cermat cat asli di sekitarnya, juga disebut retouching deceiving atau ilusionistik.
       zh: 紧密模仿周围原画的润色，也称为欺骗性或错觉润色。
-      ar: 'مفهوم لـ: Retouching that closely imitates surrounding original paint, also called deceptive or illusionistic retouching.'
-      id: 'Konsep untuk: Retouching that closely imitates surrounding original paint, also called deceptive or illusionistic retouching.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - mimetic retouching
     - deceptive retouching
     - illusionistic
     structured_aliases:
-    - literal_form: mimetic inpainting
+    - literal_form: mimetische inkleuring
       in_language: nl
-    - literal_form: mimetic inpainting
+    - literal_form: mimetische Retusche
       in_language: de
-    - literal_form: mimetic inpainting
+    - literal_form: réintégration mimétique
       in_language: fr
-    - literal_form: mimetic inpainting
+    - literal_form: reintegración mimética
       in_language: es
-    - literal_form: mimetic inpainting
+    - literal_form: ترميم محاكي
       in_language: ar
-    - literal_form: mimetic inpainting
+    - literal_form: inpainting mimetik
       in_language: id
-    - literal_form: mimetic inpainting
+    - literal_form: 模仿补色
       in_language: zh
   LiningTechnique:
     is_a: ConservationTechnique
@@ -411,11 +421,12 @@ classes:
       de: Methoden zur Verstärkung von Leinwand- oder Tafelträgern durch Aufkleben neuen Stützmaterials.
       fr: Méthodes de renforcement des supports toile ou panneau par application d'un nouveau matériau de support.
       es: Métodos para reforzar soportes de lienzo o tabla aplicando nuevo material de soporte.
+      ar: طرق تقوية دعم القماش أو اللوح من خلال لصق مادة دعم جديدة.
+      id: Metode untuk memperkuat dukusan kanvas atau panel dengan menempelkan material dukusan baru.
       zh: 通过粘贴新的支撑材料来加固画布或木板支撑的方法。
-      ar: 'مفهوم لـ: Methods for reinforcing canvas or panel supports by adhering new support material.'
-      id: 'Konsep untuk: Methods for reinforcing canvas or panel supports by adhering new support material.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053068
     keywords:
@@ -423,67 +434,69 @@ classes:
     - relining
     - canvas reinforcement
     structured_aliases:
-    - literal_form: lining technique
+    - literal_form: liningtechniek
       in_language: nl
-    - literal_form: lining technique
+    - literal_form: Kaschierungstechnik
       in_language: de
-    - literal_form: lining technique
+    - literal_form: technique de doublage
       in_language: fr
-    - literal_form: lining technique
+    - literal_form: técnica de forrado
       in_language: es
-    - literal_form: lining technique
+    - literal_form: تقنية البطانة
       in_language: ar
-    - literal_form: lining technique
+    - literal_form: teknik lining
       in_language: id
-    - literal_form: lining technique
+    - literal_form: 衬里技术
       in_language: zh
   VacuumLining:
     is_a: LiningTechnique
     description: >-
-      Canvas reinforcement using pressure on a heated table to ensure adhesive adhesion.
+      Canvas reinforcement using vacuum pressure on a heated table to ensure adhesive adhesion.
     alt_descriptions:
       nl: Doekversterking met vacuümdruk op een verwarmde tafel om hechting te verzekeren.
       de: Leinwandverstärkung mit Vakuumdruck auf einem beheizten Tisch zur Sicherung der Haftung.
       fr: Renforcement de toile avec pression sous vide sur une table chauffée pour assurer l'adhésion.
       es: Refuerzo de lienzo con presión de vacío en una mesa caliente para asegurar la adhesión.
+      ar: تقوية القماش باستخدام ضغط الفراغ على طاولة ساخنة لضمان التصاق اللاصق.
+      id: Penguatan kanvas menggunakan tekanan vakum di atas meja yang dipanaskan untuk memastikan adhesi perekat.
       zh: 在加热台上使用真空压力加固画布以确保粘合。
-      ar: 'مفهوم لـ: Canvas reinforcement using pressure on a heated table to ensure adhesive adhesion.'
-      id: 'Konsep untuk: Canvas reinforcement using pressure on a heated table to ensure adhesive adhesion.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - vacuum lining
     - hot table
     - BEVA
     structured_aliases:
-    - literal_form: vacuum lining
+    - literal_form: vacuümlining
       in_language: nl
-    - literal_form: vacuum lining
+    - literal_form: Vakuumkaschierung
       in_language: de
-    - literal_form: vacuum lining
+    - literal_form: doublage sous vide
       in_language: fr
-    - literal_form: vacuum lining
+    - literal_form: forrado al vacío
       in_language: es
-    - literal_form: vacuum lining
+    - literal_form: بطانة فراغية
       in_language: ar
-    - literal_form: vacuum lining
+    - literal_form: lining vakum
       in_language: id
-    - literal_form: vacuum lining
+    - literal_form: 真空衬里
       in_language: zh
   GluePasteLining:
     is_a: LiningTechnique
     description: >-
-      Traditional using animal and flour adhesive mixture.
+      Traditional lining using animal glue and flour paste adhesive mixture.
     alt_descriptions:
       nl: Traditionele lining met dierlijke lijm en bloempasta lijmmeersel.
       de: Traditionelle Kaschierung mit tierischem Leim und Mehlpaste-Klebermischung.
       fr: Doublage traditionnel utilisant un mélange de colle animale et de pâte de farine.
       es: Forrado tradicional con mezcla de cola animal y pasta de harina.
+      ar: البطانة التقليدية باستخدام خليط الغراء الحيواني ومعجون الدقيق.
+      id: Lining tradisional menggunakan campuran perekat lem hewani dan pasta tepung.
       zh: 使用动物胶和面粉浆糊混合物的传统衬里。
-      ar: 'مفهوم لـ: Traditional using animal and flour adhesive mixture.'
-      id: 'Konsep untuk: Traditional using animal and flour adhesive mixture.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379884
     keywords:
@@ -491,34 +504,35 @@ classes:
     - traditional lining
     - starch paste
     structured_aliases:
-    - literal_form: glue paste lining
+    - literal_form: lijmpastalining
       in_language: nl
-    - literal_form: glue paste lining
+    - literal_form: Leim-Pasten-Kaschierung
       in_language: de
-    - literal_form: glue paste lining
+    - literal_form: doublage colle-pâte
       in_language: fr
-    - literal_form: glue paste lining
+    - literal_form: forrado de cola-pasta
       in_language: es
-    - literal_form: glue paste lining
+    - literal_form: بطانة الغراء والمعجون
       in_language: ar
-    - literal_form: glue paste lining
+    - literal_form: lining lem-pasta
       in_language: id
-    - literal_form: glue paste lining
+    - literal_form: 胶浆衬里
       in_language: zh
   WaxResinLining:
     is_a: LiningTechnique
     description: >-
-      using wax- adhesive mixture for canvas reinforcement.
+      Lining using wax-resin adhesive mixture for canvas reinforcement.
     alt_descriptions:
       nl: Lining met was-hars lijmmeersel voor doekversterking.
       de: Kaschierung mit Wachs-Harz-Klebermischung zur Leinwandverstärkung.
       fr: Doublage utilisant un mélange adhésif cire-résine pour le renforcement de toile.
       es: Forrado con mezcla adhesiva de cera-resina para refuerzo de lienzo.
+      ar: البطانة باستخدام خليط لاصق الشمع والراتنج لتقوية القماش.
+      id: Lining menggunakan campuran perekat lilin-resin untuk penguatan kanvas.
       zh: 使用蜡树脂粘合剂混合物加固画布的衬里。
-      ar: 'مفهوم لـ: using wax- adhesive mixture for canvas reinforcement.'
-      id: 'Konsep untuk: using wax- adhesive mixture for canvas reinforcement.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379885
     keywords:
@@ -526,19 +540,19 @@ classes:
     - beeswax
     - dammar resin
     structured_aliases:
-    - literal_form: resin lining
+    - literal_form: washarslining
       in_language: nl
-    - literal_form: resin lining
+    - literal_form: Wachs-Harz-Kaschierung
       in_language: de
-    - literal_form: resin lining
+    - literal_form: doublage cire-résine
       in_language: fr
-    - literal_form: resin lining
+    - literal_form: forrado de cera-resina
       in_language: es
-    - literal_form: resin lining
+    - literal_form: بطانة الشمع والراتنج
       in_language: ar
-    - literal_form: resin lining
+    - literal_form: lining lilin-resin
       in_language: id
-    - literal_form: resin lining
+    - literal_form: 蜡树脂衬里
       in_language: zh
   VarnishingTechnique:
     is_a: ConservationTechnique
@@ -549,11 +563,12 @@ classes:
       de: Auftragen schützender transparenter Beschichtungen auf gemalte Oberflächen.
       fr: Application de revêtements transparents protecteurs sur les surfaces peintes.
       es: Aplicación de recubrimientos transparentes protectores sobre superficies pintadas.
+      ar: تطبيق طلاءات شفافة واقية على الأسطح المرسومة.
+      id: Aplikasi lapisan transparan pelindung pada permukaan yang dicat.
       zh: 在绘画表面涂覆保护性透明涂层。
-      ar: 'مفهوم لـ: Application of protective transparent coatings to painted surfaces.'
-      id: 'Konsep untuk: Application of protective transparent coatings to painted surfaces.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053092
     keywords:
@@ -561,34 +576,35 @@ classes:
     - protective coating
     - final varnish
     structured_aliases:
-    - literal_form: varnishing technique
+    - literal_form: vernistechniek
       in_language: nl
-    - literal_form: varnishing technique
+    - literal_form: Firnisstechnik
       in_language: de
-    - literal_form: varnishing technique
+    - literal_form: technique de vernissage
       in_language: fr
-    - literal_form: varnishing technique
+    - literal_form: técnica de barnizado
       in_language: es
-    - literal_form: varnishing technique
+    - literal_form: تقنية الورنيش
       in_language: ar
-    - literal_form: varnishing technique
+    - literal_form: teknik vernis
       in_language: id
-    - literal_form: varnishing technique
+    - literal_form: 上光技术
       in_language: zh
   StructuralRepairTechnique:
     is_a: ConservationTechnique
     description: >-
-      Method grouping focused on restoring physical integrity of damaged supports and joins.
+      Methods for repairing physical damage to object structure including tear mending and crack filling.
     alt_descriptions:
       nl: Methoden voor het repareren van fysieke schade aan objectstructuur, inclusief scheurreparatie en kruivulling.
       de: Methoden zur Reparatur physischer Schäden an der Objektstruktur einschließlich Rissreparatur und Rissfüllung.
       fr: Méthodes de réparation des dommages physiques à la structure de l'objet, y compris la réparation des déchirures.
       es: Métodos para reparar daños físicos a la estructura del objeto incluyendo reparación de desgarros.
+      ar: طرق إصلاح الأضرار المادية لهيكل الكائن بما في ذلك إصلاح التمزق وملء الشقوق.
+      id: Metode untuk memperbaiki kerusakan fisik pada struktur objek termasuk perbaikan robekan dan pengisian retakan.
       zh: 修复物体结构物理损坏的方法，包括撕裂修复和裂缝填充。
-      ar: 'مفهوم لـ: Methods for repairing physical damage to object structure including tear mending and crack filling.'
-      id: 'Konsep untuk: Methods for repairing physical damage to object structure including tear mending and crack filling.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053085
     keywords:
@@ -596,52 +612,53 @@ classes:
     - tear mending
     - crack filling
     structured_aliases:
-    - literal_form: structural repair technique
+    - literal_form: structurele reparatietechniek
       in_language: nl
-    - literal_form: structural repair technique
+    - literal_form: Strukturreparaturtechnik
       in_language: de
-    - literal_form: structural repair technique
+    - literal_form: technique de réparation structurelle
       in_language: fr
-    - literal_form: structural repair technique
+    - literal_form: técnica de reparación estructural
       in_language: es
-    - literal_form: structural repair technique
+    - literal_form: تقنية الإصلاح الهيكلي
       in_language: ar
-    - literal_form: structural repair technique
+    - literal_form: teknik perbaikan struktural
       in_language: id
-    - literal_form: structural repair technique
+    - literal_form: 结构修复技术
       in_language: zh
   TearMending:
     is_a: StructuralRepairTechnique
     description: >-
-      Method grouping for joining separated fibrous substrates with stable reinforcement materials.
+      Repair of tears in canvas or paper using thread bridges or patches.
     alt_descriptions:
       nl: Reparatie van scheuren in doek of papier met draadbruggen of patches.
       de: Reparatur von Rissen in Leinwand oder Papier mit Fadenbrücken oder Flicken.
       fr: Réparation des déchirures dans la toile ou le papier avec des ponts de fil ou des pièces.
       es: Reparación de desgarros en lienzo o papel con puentes de hilo o parches.
+      ar: إصلاح التمزقات في القماش أو الورق باستخدام جسور الخيوط أو الرقع.
+      id: Perbaikan robekan pada kanvas atau kertas menggunakan jembatan benang atau tambalan.
       zh: 使用线桥或补丁修复画布或纸张的撕裂。
-      ar: 'مفهوم لـ: Repair of tears in canvas or paper using thread bridges or patches.'
-      id: 'Konsep untuk: Repair of tears in canvas or paper using thread bridges or patches.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - tear mending
     - thread bridge
     - canvas repair
     structured_aliases:
-    - literal_form: tear mending
+    - literal_form: scheurreparatie
       in_language: nl
-    - literal_form: tear mending
+    - literal_form: Rissreparatur
       in_language: de
-    - literal_form: tear mending
+    - literal_form: réparation de déchirure
       in_language: fr
-    - literal_form: tear mending
+    - literal_form: reparación de desgarro
       in_language: es
-    - literal_form: tear mending
+    - literal_form: إصلاح التمزق
       in_language: ar
-    - literal_form: tear mending
+    - literal_form: perbaikan robekan
       in_language: id
-    - literal_form: tear mending
+    - literal_form: 撕裂修复
       in_language: zh
   InfillingTechnique:
     is_a: StructuralRepairTechnique
@@ -652,11 +669,12 @@ classes:
       de: Füllen von Verlusten in Farbschicht, Grundierung oder Träger zur Erstellung einer ebenen Fläche für die Retusche.
       fr: Remplissage des pertes dans la couche picturale, la préparation ou le support pour créer une surface plane pour la retouche.
       es: Relleno de pérdidas en capa de pintura, preparación o soporte para crear superficie nivelada para retoque.
+      ar: ملء الفجوات في طبقة الطلاء أو التحضير أو الدعم لإنشاء سطح مستوي للترميم.
+      id: Pengisian kehilangan pada lapisan cat, lapisan dasar, atau dukusan untuk menciptakan permukaan rata untuk retouching.
       zh: 填充颜料层、底色层或支撑层的损失，为润色创造平整表面。
-      ar: 'مفهوم لـ: Filling losses in paint layer, ground, or support to create level surface for inpainting.'
-      id: 'Konsep untuk: Filling losses in paint layer, ground, or support to create level surface for inpainting.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053063
     keywords:
@@ -664,19 +682,19 @@ classes:
     - fill material
     - loss compensation
     structured_aliases:
-    - literal_form: infilling technique
+    - literal_form: opvultechniek
       in_language: nl
-    - literal_form: infilling technique
+    - literal_form: Fülltechnik
       in_language: de
-    - literal_form: infilling technique
+    - literal_form: technique de remplissage
       in_language: fr
-    - literal_form: infilling technique
+    - literal_form: técnica de relleno
       in_language: es
-    - literal_form: infilling technique
+    - literal_form: تقنية الحشو
       in_language: ar
-    - literal_form: infilling technique
+    - literal_form: teknik pengisian
       in_language: id
-    - literal_form: infilling technique
+    - literal_form: 填充技术
       in_language: zh
   ExaminationTechnique:
     is_a: TechniqueType
@@ -688,11 +706,12 @@ classes:
       de: Analytische und bildgebende Methoden zur Zustandsbewertung und wissenschaftlichen Untersuchung von Heritage-Objekten.
       fr: Méthodes analytiques et d'imagerie pour l'évaluation de l'état et l'étude scientifique des objets patrimoniaux.
       es: Métodos analíticos y de imagen para evaluación de condición y estudio científico de objetos patrimoniales.
+      ar: طرق تحليلية وتصويرية لتقييم الحالة والدراسة العلمية للأشياء التراثية.
+      id: Metode analitik dan pencitraan untuk penilaian kondisi dan studi ilmiah objek warisan.
       zh: 用于遗产对象状况评估和科学研究的分析和成像方法。
-      ar: 'مفهوم لـ: Analytical and imaging methods for condition assessment and scientific study of heritage objects.'
-      id: 'Konsep untuk: Analytical and imaging methods for condition assessment and scientific study of heritage objects.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300054636
     keywords:
@@ -700,35 +719,36 @@ classes:
     - analysis
     - scientific study
     structured_aliases:
-    - literal_form: examination technique
+    - literal_form: onderzoekstechniek
       in_language: nl
-    - literal_form: examination technique
+    - literal_form: Untersuchungstechnik
       in_language: de
-    - literal_form: examination technique
+    - literal_form: technique d'examen
       in_language: fr
-    - literal_form: examination technique
+    - literal_form: técnica de examen
       in_language: es
-    - literal_form: examination technique
+    - literal_form: تقنية الفحص
       in_language: ar
-    - literal_form: examination technique
+    - literal_form: teknik pemeriksaan
       in_language: id
-    - literal_form: examination technique
+    - literal_form: 检查技术
       in_language: zh
   ImagingTechnique:
     is_a: ExaminationTechnique
     abstract: true
     description: >-
-      Visual documentation and methods for heritage objects.
+      Visual documentation and imaging methods for heritage objects.
     alt_descriptions:
       nl: Visuele documentatie en beeldvormende methoden voor erfgoedobjecten.
       de: Visuelle Dokumentation und bildgebende Methoden für Heritage-Objekte.
       fr: Documentation visuelle et méthodes d'imagerie pour les objets patrimoniaux.
       es: Documentación visual y métodos de imagen para objetos patrimoniales.
+      ar: التوثيق البصري وطرق التصوير للأشياء التراثية.
+      id: Dokumentasi visual dan metode pencitraan untuk objek warisan.
       zh: 遗产对象的视觉记录和成像方法。
-      ar: 'مفهوم لـ: Visual documentation and methods for heritage objects.'
-      id: 'Konsep untuk: Visual documentation and methods for heritage objects.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300054592
     keywords:
@@ -736,19 +756,19 @@ classes:
     - photography
     - visualization
     structured_aliases:
-    - literal_form: imaging technique
+    - literal_form: beeldvormingstechniek
       in_language: nl
-    - literal_form: imaging technique
+    - literal_form: Bildgebungstechnik
       in_language: de
-    - literal_form: imaging technique
+    - literal_form: technique d'imagerie
       in_language: fr
-    - literal_form: imaging technique
+    - literal_form: técnica de imagen
       in_language: es
-    - literal_form: imaging technique
+    - literal_form: تقنية التصوير
       in_language: ar
-    - literal_form: imaging technique
+    - literal_form: teknik pencitraan
       in_language: id
-    - literal_form: imaging technique
+    - literal_form: 成像技术
       in_language: zh
   Radiography:
     is_a: ImagingTechnique
@@ -759,11 +779,12 @@ classes:
       de: Röntgenbildgebung, die Untergrundstrukturen wie Leinwandgewebe, Unterzeichnung und Kompositionsänderungen zeigt.
       fr: Imagerie aux rayons X révélant la structure sous-jacente, y compris le tissage de la toile et les changements compositionnels.
       es: Imagen de rayos X que revela estructura subyacente incluyendo tejido de lienzo y cambios compositivos.
+      ar: تصوير الأشعة السينية الذي يكشف الهيكل تحت السطح بما في ذلك نسيج القماش والرسم التحتي والتغييرات التركيبية.
+      id: Pencitraan sinar-X yang mengungkap struktur subpermukaan termasuk tenunan kanvas, gambar bawah, dan perubahan komposisi.
       zh: 揭示底层结构的X射线成像，包括画布编织、底稿和构图变化。
-      ar: 'مفهوم لـ: X-ray imaging revealing subsurface structure including canvas weave, underdrawing, and compositional changes.'
-      id: 'Konsep untuk: X-ray imaging revealing subsurface structure including canvas weave, underdrawing, and compositional changes.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300054621
     keywords:
@@ -771,34 +792,35 @@ classes:
     - X-ray
     - subsurface imaging
     structured_aliases:
-    - literal_form: radiography
+    - literal_form: radiografie
       in_language: nl
-    - literal_form: radiography
+    - literal_form: Radiographie
       in_language: de
-    - literal_form: radiography
+    - literal_form: radiographie
       in_language: fr
-    - literal_form: radiography
+    - literal_form: radiografía
       in_language: es
-    - literal_form: radiography
+    - literal_form: تصوير شعاعي
       in_language: ar
-    - literal_form: radiography
+    - literal_form: radiografi
       in_language: id
-    - literal_form: radiography
+    - literal_form: 射线照相
       in_language: zh
   InfraredReflectography:
     is_a: ImagingTechnique
     description: >-
-      Near- imaging penetrating paint layers to reveal underdrawing and pentimenti.
+      Near-infrared imaging penetrating paint layers to reveal underdrawing and pentimenti.
     alt_descriptions:
       nl: Nabij-infrarood beeldvorming die verflagen doordringt om ondertekening en pentimenti te onthullen.
       de: Nahinfrarot-Bildgebung, die Farbschichten durchdringt, um Unterzeichnungen und Pentimenti zu zeigen.
       fr: Imagerie proche infrarouge pénétrant les couches de peinture pour révéler les sous-dessins et pentimenti.
       es: Imagen de infrarrojo cercano que penetra capas de pintura para revelar dibujo subyacente y arrepentimientos.
+      ar: التصوير بالأشعة تحت الحمراء القريبة الذي يخترق طبقات الطلاء للكشف عن الرسم التحتي والتغييرات.
+      id: Pencitraan inframerah dekat yang menembus lapisan cat untuk mengungkap gambar bawah dan pentimenti.
       zh: 穿透颜料层的近红外成像，揭示底稿和修改痕迹。
-      ar: 'مفهوم لـ: Near- imaging penetrating paint layers to reveal underdrawing and pentimenti.'
-      id: 'Konsep untuk: Near- imaging penetrating paint layers to reveal underdrawing and pentimenti.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379768
     keywords:
@@ -806,19 +828,19 @@ classes:
     - IRR
     - underdrawing
     structured_aliases:
-    - literal_form: infrared reflectography
+    - literal_form: infraroodreflectografie
       in_language: nl
-    - literal_form: infrared reflectography
+    - literal_form: Infrarotreflektografie
       in_language: de
-    - literal_form: infrared reflectography
+    - literal_form: réflectographie infrarouge
       in_language: fr
-    - literal_form: infrared reflectography
+    - literal_form: reflectografía infrarroja
       in_language: es
-    - literal_form: infrared reflectography
+    - literal_form: انعكاس الأشعة تحت الحمراء
       in_language: ar
-    - literal_form: infrared reflectography
+    - literal_form: reflektografi inframerah
       in_language: id
-    - literal_form: infrared reflectography
+    - literal_form: 红外反射成像
       in_language: zh
   UVFluorescence:
     is_a: ImagingTechnique
@@ -829,11 +851,12 @@ classes:
       de: Ultraviolette Lichtbildgebung, die Firnisschichten, Retuschen und bestimmte Pigmente zeigt.
       fr: Imagerie en lumière ultraviolette révélant les couches de vernis, les retouches et certains pigments.
       es: Imagen de luz ultravioleta que revela capas de barniz, retoques y ciertos pigmentos.
+      ar: التصوير بالضوء فوق البنفسجي الذي يكشف طبقات الورنيش والترميم وبعض الأصباغ.
+      id: Pencitraan cahaya ultraviolet yang mengungkap lapisan vernis, retouching, dan pigmen tertentu.
       zh: 紫外光成像，揭示清漆层、润色和某些颜料。
-      ar: 'مفهوم لـ: Ultraviolet light imaging revealing varnish layers, retouching, and certain pigments.'
-      id: 'Konsep untuk: Ultraviolet light imaging revealing varnish layers, retouching, and certain pigments.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379767
     keywords:
@@ -841,34 +864,35 @@ classes:
     - ultraviolet
     - varnish detection
     structured_aliases:
-    - literal_form: fluorescence
+    - literal_form: uv-fluorescentie
       in_language: nl
-    - literal_form: fluorescence
+    - literal_form: UV-Fluoreszenz
       in_language: de
-    - literal_form: fluorescence
+    - literal_form: fluorescence UV
       in_language: fr
-    - literal_form: fluorescence
+    - literal_form: fluorescencia UV
       in_language: es
-    - literal_form: fluorescence
+    - literal_form: Florescence UV
       in_language: ar
-    - literal_form: fluorescence
+    - literal_form: fluoresensi UV
       in_language: id
-    - literal_form: fluorescence
+    - literal_form: 紫外荧光
       in_language: zh
   RakingLight:
     is_a: ImagingTechnique
     description: >-
-      Photography with at acute angle to surface revealing texture, impasto, and surface irregularities.
+      Photography with light at acute angle to surface revealing texture, impasto, and surface irregularities.
     alt_descriptions:
       nl: Fotografie met licht onder scherpe hoek op het oppervlak die textuur, impasto en oppervlakteonregelmatigheden onthult.
       de: Fotografie mit Licht in spitzem Winkel zur Oberfläche, die Textur, Impasto und Oberflächenunregelmäßigkeiten zeigt.
       fr: Photographie avec lumière en angle aigu révélant la texture, l'impasto et les irrégularités de surface.
       es: Fotografía con luz en ángulo agudo que revela textura, impasto e irregularidades superficiales.
+      ar: التصوير بضوء بزاوية حادة على السطح يكشف النسيج والبارز وعدم انتظام السطح.
+      id: Fotografi dengan cahaya pada sudut tajam ke permukaan yang mengungkap tekstur, impasto, dan ketidakteraturan permukaan.
       zh: 以锐角照射表面的摄影，揭示纹理、厚涂和表面不规则性。
-      ar: 'مفهوم لـ: Photography with at acute angle to surface revealing texture, impasto, and surface irregularities.'
-      id: 'Konsep untuk: Photography with at acute angle to surface revealing texture, impasto, and surface irregularities.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379769
     keywords:
@@ -876,52 +900,53 @@ classes:
     - texture documentation
     - surface analysis
     structured_aliases:
-    - literal_form: raking light
+    - literal_form: schuinvallend licht
       in_language: nl
-    - literal_form: raking light
+    - literal_form: Streiflicht
       in_language: de
-    - literal_form: raking light
+    - literal_form: lumière rasante
       in_language: fr
-    - literal_form: raking light
+    - literal_form: luz rasante
       in_language: es
-    - literal_form: raking light
+    - literal_form: ضوء ممسوح
       in_language: ar
-    - literal_form: raking light
+    - literal_form: cahaya miring
       in_language: id
-    - literal_form: raking light
+    - literal_form: 侧光
       in_language: zh
   MacroPhotography:
     is_a: ImagingTechnique
     description: >-
-      Close-up documenting surface details and condition issues.
+      Close-up photography documenting surface details and condition issues.
     alt_descriptions:
       nl: Close-up fotografie die oppervlaktedetails en toestandsproblemen documenteert.
       de: Nahaufnahmefotografie zur Dokumentation von Oberflächendetails und Zustandsproblemen.
       fr: Photographie rapprochée documentant les détails de surface et les problèmes d'état.
       es: Fotografía de primer plano documentando detalles superficiales y problemas de condición.
+      ar: التصوير المقرب يوثق تفاصيل السطح ومشاكل الحالة.
+      id: Fotografi makro mendokumentasikan detail permukaan dan masalah kondisi.
       zh: 记录表面细节和状况问题的特写摄影。
-      ar: 'مفهوم لـ: Close-up documenting surface details and condition issues.'
-      id: 'Konsep untuk: Close-up documenting surface details and condition issues.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - macro photography
     - close-up
     - detail documentation
     structured_aliases:
-    - literal_form: macro photography
+    - literal_form: macrofotografie
       in_language: nl
-    - literal_form: macro photography
+    - literal_form: Makrofotografie
       in_language: de
-    - literal_form: macro photography
+    - literal_form: photographie macro
       in_language: fr
-    - literal_form: macro photography
+    - literal_form: fotografía macro
       in_language: es
-    - literal_form: macro photography
+    - literal_form: تصوير الماكرو
       in_language: ar
-    - literal_form: macro photography
+    - literal_form: fotografi makro
       in_language: id
-    - literal_form: macro photography
+    - literal_form: 微距摄影
       in_language: zh
   ThreeDScanning:
     is_a: ImagingTechnique
@@ -932,45 +957,47 @@ classes:
       de: Digitale 3D-Oberflächenerfassung mit strukturiertem Licht oder Photogrammetrie für hochauflösende Modelle.
       fr: Capture numérique de surface 3D avec lumière structurée ou photogrammétrie pour des modèles haute résolution.
       es: Captura digital de superficie 3D con luz estructurada o fotogrametría para modelos de alta resolución.
+      ar: الالتقاط الرقمي للسطح ثلاثي الأبعاد باستخدام الضوء المنظم أو القياس الضوئي للنماذج عالية الدقة.
+      id: Penangkapan permukaan 3D digital menggunakan cahaya terstruktur atau fotogrametri untuk model resolusi tinggi.
       zh: 使用结构光或摄影测量进行高分辨率模型的数字3D表面捕捉。
-      ar: 'مفهوم لـ: Digital 3D surface capture using structured light or photogrammetry for high-resolution models.'
-      id: 'Konsep untuk: Digital 3D surface capture using structured light or photogrammetry for high-resolution models.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - 3D scanning
     - photogrammetry
     - structured light
     structured_aliases:
-    - literal_form: three scanning
+    - literal_form: 3d-scanning
       in_language: nl
-    - literal_form: three scanning
+    - literal_form: 3D-Scanning
       in_language: de
-    - literal_form: three scanning
+    - literal_form: scan 3D
       in_language: fr
-    - literal_form: three scanning
+    - literal_form: escaneo 3D
       in_language: es
-    - literal_form: three scanning
+    - literal_form: مسح ثلاثي الأبعاد
       in_language: ar
-    - literal_form: three scanning
+    - literal_form: pemindaian 3D
       in_language: id
-    - literal_form: three scanning
+    - literal_form: 三维扫描
       in_language: zh
   SpectroscopicTechnique:
     is_a: ExaminationTechnique
     abstract: true
     description: >-
-      Analytical method grouping based on matter-radiation interaction patterns.
+      Analytical techniques based on electromagnetic radiation interaction for material identification.
     alt_descriptions:
       nl: Analytische technieken op basis van elektromagnetische stralingsinteractie voor materiaalidentificatie.
       de: Analytische Techniken auf Basis elektromagnetischer Strahlungswechselwirkung zur Materialidentifikation.
       fr: Techniques analytiques basées sur l'interaction avec le rayonnement électromagnétique pour l'identification des matériaux.
       es: Técnicas analíticas basadas en interacción con radiación electromagnética para identificación de materiales.
+      ar: التقنيات التحليلية القائمة على تفاعل الإشعاع الكهرومغناطيسي لتحديد المواد.
+      id: Teknik analitik berdasarkan interaksi radiasi elektromagnetik untuk identifikasi material.
       zh: 基于电磁辐射相互作用的材料识别分析技术。
-      ar: 'مفهوم لـ: Analytical techniques based on electromagnetic radiation interaction for material identification.'
-      id: 'Konsep untuk: Analytical techniques based on electromagnetic radiation interaction for material identification.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379773
     keywords:
@@ -978,19 +1005,19 @@ classes:
     - material analysis
     - non-invasive
     structured_aliases:
-    - literal_form: spectroscopic technique
+    - literal_form: spectroscopietechniek
       in_language: nl
-    - literal_form: spectroscopic technique
+    - literal_form: Spektroskopietechnik
       in_language: de
-    - literal_form: spectroscopic technique
+    - literal_form: technique spectroscopique
       in_language: fr
-    - literal_form: spectroscopic technique
+    - literal_form: técnica espectroscópica
       in_language: es
-    - literal_form: spectroscopic technique
+    - literal_form: تقنية المطيافية
       in_language: ar
-    - literal_form: spectroscopic technique
+    - literal_form: teknik spektroskopi
       in_language: id
-    - literal_form: spectroscopic technique
+    - literal_form: 光谱技术
       in_language: zh
   XRayFluorescence:
     is_a: SpectroscopicTechnique
@@ -1001,11 +1028,12 @@ classes:
       de: Röntgenfluoreszenzspektroskopie für nicht-invasive Elementanalyse und Pigmentidentifikation.
       fr: Spectroscopie de fluorescence X pour l'analyse élémentaire non invasive et l'identification des pigments.
       es: Espectroscopía de fluorescencia de rayos X para análisis elemental no invasivo e identificación de pigmentos.
+      ar: مطيافية fluorescent الأشعة السينية للتحليل العنصري غير الجراحي وتحديد الأصباغ.
+      id: Spektroskopi fluoresensi sinar-X untuk analisis unsur non-invasif dan identifikasi pigmen.
       zh: 用于无损元素分析和颜料鉴定的X射线荧光光谱。
-      ar: 'مفهوم لـ: X-ray spectroscopy for non-invasive elemental analysis and pigment identification.'
-      id: 'Konsep untuk: X-ray spectroscopy for non-invasive elemental analysis and pigment identification.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379775
     keywords:
@@ -1013,19 +1041,19 @@ classes:
     - elemental analysis
     - pigment identification
     structured_aliases:
-    - literal_form: fluorescence
+    - literal_form: röntgenfluorescentie
       in_language: nl
-    - literal_form: fluorescence
+    - literal_form: Röntgenfluoreszenz
       in_language: de
-    - literal_form: fluorescence
+    - literal_form: fluorescence X
       in_language: fr
-    - literal_form: fluorescence
+    - literal_form: fluorescencia de rayos X
       in_language: es
-    - literal_form: fluorescence
+    - literal_form: فلورة الأشعة السينية
       in_language: ar
-    - literal_form: fluorescence
+    - literal_form: fluoresensi sinar-X
       in_language: id
-    - literal_form: fluorescence
+    - literal_form: X射线荧光
       in_language: zh
   RamanSpectroscopy:
     is_a: SpectroscopicTechnique
@@ -1036,11 +1064,12 @@ classes:
       de: Molekulare Identifikation mittels laserinduzierter Raman-Streuung für Pigmente, Bindemittel und Abbauprodukte.
       fr: Identification moléculaire par diffusion Raman induite par laser pour pigments, liants et produits de dégradation.
       es: Identificación molecular usando dispersión Raman inducida por láser para pigmentos, aglutinantes y productos de degradación.
+      ar: التحديد الجزيئي باستخدام التشتت رامان المستحث بالليزر للأصباغ والمواد الرابطة ومنتجات التحلل.
+      id: Identifikasi molekular menggunakan hamburan Raman terinduksi laser untuk pigmen, pengikat, dan produk degradasi.
       zh: 利用激光诱导拉曼散射进行颜料、粘合剂和降解产物的分子鉴定。
-      ar: 'مفهوم لـ: Molecular identification using laser-induced scattering for pigments, binders, and degradation products.'
-      id: 'Konsep untuk: Molecular identification using laser-induced scattering for pigments, binders, and degradation products.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379774
     keywords:
@@ -1048,34 +1077,35 @@ classes:
     - molecular identification
     - pigment analysis
     structured_aliases:
-    - literal_form: raman spectroscopy
+    - literal_form: ramanspectroscopie
       in_language: nl
-    - literal_form: raman spectroscopy
+    - literal_form: Raman-Spektroskopie
       in_language: de
-    - literal_form: raman spectroscopy
+    - literal_form: spectroscopie Raman
       in_language: fr
-    - literal_form: raman spectroscopy
+    - literal_form: espectroscopía Raman
       in_language: es
-    - literal_form: raman spectroscopy
+    - literal_form: مطيافية رامان
       in_language: ar
-    - literal_form: raman spectroscopy
+    - literal_form: spektroskopi Raman
       in_language: id
-    - literal_form: raman spectroscopy
+    - literal_form: 拉曼光谱
       in_language: zh
   FTIRSpectroscopy:
     is_a: SpectroscopicTechnique
     description: >-
-      Fourier-transform infrared for identifying organic binders, coatings, and adhesives.
+      Fourier-transform infrared spectroscopy for identifying organic binders, coatings, and adhesives.
     alt_descriptions:
       nl: Fourier-transformatie infraroodspectroscopie voor identificatie van organische bindmiddelen, coatings en lijmen.
       de: Fourier-Transform-Infrarotspektroskopie zur Identifikation organischer Bindemittel, Beschichtungen und Klebstoffe.
       fr: Spectroscopie infrarouge à transformée de Fourier pour identifier les liants organiques, revêtements et adhésifs.
       es: Espectroscopía infrarroja por transformada de Fourier para identificar aglutinantes orgánicos, recubrimientos y adhesivos.
+      ar: مطيافية الأشعة تحت الحمراء بتحويل فورييه لتحديد المواد الرابطة العضوية والطلاءات واللاصقات.
+      id: Spektroskopi inframerah transformasi Fourier untuk mengidentifikasi pengikat organik, lapisan, dan perekat.
       zh: 用于鉴定有机粘合剂、涂层和粘合剂的傅里叶变换红外光谱。
-      ar: 'مفهوم لـ: Fourier-transform infrared for identifying organic binders, coatings, and adhesives.'
-      id: 'Konsep untuk: Fourier-transform infrared for identifying organic binders, coatings, and adhesives.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379776
     keywords:
@@ -1083,19 +1113,19 @@ classes:
     - organic analysis
     - binder identification
     structured_aliases:
-    - literal_form: ftir spectroscopy
+    - literal_form: ftir-spectroscopie
       in_language: nl
-    - literal_form: ftir spectroscopy
+    - literal_form: FTIR-Spektroskopie
       in_language: de
-    - literal_form: ftir spectroscopy
+    - literal_form: spectroscopie FTIR
       in_language: fr
-    - literal_form: ftir spectroscopy
+    - literal_form: espectroscopía FTIR
       in_language: es
-    - literal_form: ftir spectroscopy
+    - literal_form: مطيافية FTIR
       in_language: ar
-    - literal_form: ftir spectroscopy
+    - literal_form: spektroskopi FTIR
       in_language: id
-    - literal_form: ftir spectroscopy
+    - literal_form: 傅里叶变换红外光谱
       in_language: zh
   MicroscopyTechnique:
     is_a: ExaminationTechnique
@@ -1103,15 +1133,16 @@ classes:
     description: >-
       Magnified examination of samples or surfaces for detailed analysis.
     alt_descriptions:
-      nl: Vergrote examine van monsters of oppervlakken voor gedetailleerde analyse.
+      nl: Vergroot onderzoek van monsters of oppervlakken voor gedetailleerde analyse.
       de: Vergrößerte Untersuchung von Proben oder Oberflächen für detaillierte Analyse.
       fr: Examen agrandi d'échantillons ou de surfaces pour une analyse détaillée.
       es: Examen amplificado de muestras o superficies para análisis detallado.
+      ar: الفحص المكبر للعينات أو الأسطح للتحليل التفصيلي.
+      id: Pemeriksaan pembesaran sampel atau permukaan untuk analisis terperinci.
       zh: 对样品或表面进行放大的详细分析检查。
-      ar: 'مفهوم لـ: Magnified examination of samples or surfaces for detailed analysis.'
-      id: 'Konsep untuk: Magnified examination of samples or surfaces for detailed analysis.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300054620
     keywords:
@@ -1119,67 +1150,69 @@ classes:
     - magnification
     - sample analysis
     structured_aliases:
-    - literal_form: microscopy technique
+    - literal_form: microscopietechniek
       in_language: nl
-    - literal_form: microscopy technique
+    - literal_form: Mikroskopietechnik
       in_language: de
-    - literal_form: microscopy technique
+    - literal_form: technique de microscopie
       in_language: fr
-    - literal_form: microscopy technique
+    - literal_form: técnica de microscopía
       in_language: es
-    - literal_form: microscopy technique
+    - literal_form: تقنية المجهر
       in_language: ar
-    - literal_form: microscopy technique
+    - literal_form: teknik mikroskopi
       in_language: id
-    - literal_form: microscopy technique
+    - literal_form: 显微技术
       in_language: zh
   OpticalMicroscopy:
     is_a: MicroscopyTechnique
     description: >-
-      Examination using visible light for surface and sample analysis.
+      Examination using visible light microscopy for surface and sample analysis.
     alt_descriptions:
       nl: Onderzoek met zichtbaar-lichtmicroscopie voor oppervlakte- en monsteranalyse.
       de: Untersuchung mit Lichtmikroskopie für Oberflächen- und Probenanalyse.
       fr: Examen avec microscopie optique pour l'analyse de surface et d'échantillons.
       es: Examen con microscopía óptica para análisis de superficie y muestras.
+      ar: الفحص باستخدام مجهر الضوء المرئي لتحليل السطح والعينات.
+      id: Pemeriksaan menggunakan mikroskopi cahaya tampak untuk analisis permukaan dan sampel.
       zh: 使用可见光显微镜进行表面和样品分析。
-      ar: 'مفهوم لـ: Examination using visible light for surface and sample analysis.'
-      id: 'Konsep untuk: Examination using visible light for surface and sample analysis.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - optical microscopy
     - light microscopy
     - visible light
     structured_aliases:
-    - literal_form: optical microscopy
+    - literal_form: optischemicroscopie
       in_language: nl
-    - literal_form: optical microscopy
+    - literal_form: Lichtmikroskopie
       in_language: de
-    - literal_form: optical microscopy
+    - literal_form: microscopie optique
       in_language: fr
-    - literal_form: optical microscopy
+    - literal_form: microscopía óptica
       in_language: es
-    - literal_form: optical microscopy
+    - literal_form: مجهر ضوئي
       in_language: ar
-    - literal_form: optical microscopy
+    - literal_form: mikroskopi optik
       in_language: id
-    - literal_form: optical microscopy
+    - literal_form: 光学显微镜
       in_language: zh
   ScanningElectronMicroscopy:
     is_a: MicroscopyTechnique
     description: >-
-      High-resolution imaging using beam revealing surface topography and elemental composition.
+      High-resolution imaging using electron beam revealing surface topography and elemental composition.
     alt_descriptions:
       nl: Hoogwaardige beeldvorming met elektronenbundel die oppervlaktetopografie en elementaire samenstelling onthult.
       de: Hochauflösende Bildgebung mit Elektronenstrahl, die Oberflächentopographie und Elementzusammensetzung zeigt.
       fr: Imagerie haute résolution avec faisceau d'électrons révélant la topographie de surface et la composition élémentaire.
       es: Imagen de alta resolución con haz de electrones revelando topografía superficial y composición elemental.
+      ar: تصوير عالي الدقة باستخدام حزمة الإلكترون يكشف تضاريس السطح والتركيب العنصري.
+      id: Pencitraan resolusi tinggi menggunakan berkas elektron yang mengungkap topografi permukaan dan komposisi unsur.
       zh: 使用电子束的高分辨率成像，揭示表面形貌和元素组成。
-      ar: 'مفهوم لـ: High-resolution imaging using beam revealing surface topography and elemental composition.'
-      id: 'Konsep untuk: High-resolution imaging using beam revealing surface topography and elemental composition.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379778
     keywords:
@@ -1187,34 +1220,35 @@ classes:
     - electron microscopy
     - EDS
     structured_aliases:
-    - literal_form: scanning electron microscopy
+    - literal_form: scannendeelektronenmicroscopie
       in_language: nl
-    - literal_form: scanning electron microscopy
+    - literal_form: Rasterelektronenmikroskopie
       in_language: de
-    - literal_form: scanning electron microscopy
+    - literal_form: microscopie électronique à balayage
       in_language: fr
-    - literal_form: scanning electron microscopy
+    - literal_form: microscopía electrónica de barrido
       in_language: es
-    - literal_form: scanning electron microscopy
+    - literal_form: مجهر إلكتروني ماسح
       in_language: ar
-    - literal_form: scanning electron microscopy
+    - literal_form: mikroskopi elektron pemindai
       in_language: id
-    - literal_form: scanning electron microscopy
+    - literal_form: 扫描电子显微镜
       in_language: zh
   CrossSectionAnalysis:
     is_a: MicroscopyTechnique
     description: >-
-      Analytical method grouping using layered micro-samples to examine stratigraphy and composition.
+      Microscopic examination of paint layer cross-sections revealing stratigraphy, pigment particles, and layer sequence.
     alt_descriptions:
       nl: Microscopisch onderzoek van verflaag dwarsdoorsneden die stratigrafie, pigmentdeeltjes en laagvolgorde onthult.
       de: Mikroskopische Untersuchung von Farbschichtquerschnitten, die Stratigraphie, Pigmentpartikel und Schichtenfolge zeigen.
       fr: Examen microscopique de coupes transversales de couches picturales révélant la stratigraphie et la séquence des couches.
       es: Examen microscópico de secciones transversales de capas de pintura revelando estratigrafía y secuencia de capas.
+      ar: الفحص المجهري للمقاطع العرضية لطبقة الطلاء يكشف الطبقات وجزيئات الصبغ وتسلسل الطبقات.
+      id: Pemeriksaan mikroskopis penampang melintang lapisan cat yang mengungkap stratigrafi, partikel pigmen, dan urutan lapisan.
       zh: 颜料层横截面的显微镜检查，揭示地层、颜料颗粒和层序。
-      ar: 'مفهوم لـ: Microscopic examination of paint layer -sections revealing stratigraphy, pigment particles, and layer sequence.'
-      id: 'Konsep untuk: Microscopic examination of paint layer -sections revealing stratigraphy, pigment particles, and layer sequence.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300379780
     keywords:
@@ -1222,19 +1256,19 @@ classes:
     - stratigraphy
     - paint layer analysis
     structured_aliases:
-    - literal_form: cross section analysis
+    - literal_form: dwarsdoorsnedenanalyse
       in_language: nl
-    - literal_form: cross section analysis
+    - literal_form: Querschnittanalyse
       in_language: de
-    - literal_form: cross section analysis
+    - literal_form: analyse de coupe transversale
       in_language: fr
-    - literal_form: cross section analysis
+    - literal_form: análisis de sección transversal
       in_language: es
-    - literal_form: cross section analysis
+    - literal_form: تحليل المقطع العرضي
       in_language: ar
-    - literal_form: cross section analysis
+    - literal_form: analisis penampang melintang
       in_language: id
-    - literal_form: cross section analysis
+    - literal_form: 横截面分析
       in_language: zh
   DatingTechnique:
     is_a: ExaminationTechnique
@@ -1246,44 +1280,46 @@ classes:
       de: Methoden zur Bestimmung des Alters oder der Chronologie von Materialien und Objekten.
       fr: Méthodes de détermination de l'âge ou de la chronologie des matériaux et objets.
       es: Métodos para determinar la edad o cronología de materiales y objetos.
+      ar: طرق تحديد عمر أو تسلسل زمني للمواد والأشياء.
+      id: Metode untuk menentukan usia atau kronologi material dan objek.
       zh: 确定材料及物体年龄或年代的方法。
-      ar: 'مفهوم لـ: Methods for determining the age or chronology of materials and objects.'
-      id: 'Konsep untuk: Methods for determining the age or chronology of materials and objects.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - dating
     - chronology
     - age determination
     structured_aliases:
-    - literal_form: dating technique
+    - literal_form: dateringstechniek
       in_language: nl
-    - literal_form: dating technique
+    - literal_form: Datierungstechnik
       in_language: de
-    - literal_form: dating technique
+    - literal_form: technique de datation
       in_language: fr
-    - literal_form: dating technique
+    - literal_form: técnica de datación
       in_language: es
-    - literal_form: dating technique
+    - literal_form: تقنية التأريخ
       in_language: ar
-    - literal_form: dating technique
+    - literal_form: teknik penanggalan
       in_language: id
-    - literal_form: dating technique
+    - literal_form: 断代技术
       in_language: zh
   RadiocarbonDating:
     is_a: DatingTechnique
     description: >-
-      organic materials using carbon-14 decay, applicable to wood, canvas, paper, and organic binders.
+      Dating of organic materials using carbon-14 decay, applicable to wood, canvas, paper, and organic binders.
     alt_descriptions:
       nl: Datering van organische materialen met koolstof-14 verval, toepasbaar op hout, doek, papier en organische bindmiddelen.
       de: Datierung organischer Materialien mit Kohlenstoff-14-Zerfall, anwendbar auf Holz, Leinwand, Papier und organische Bindemittel.
       fr: Datation des matériaux organiques avec la décroissance du carbone-14, applicable au bois, toile, papier et liants organiques.
       es: Datación de materiales orgánicos con decaimiento de carbono-14, aplicable a madera, lienzo, papel y aglutinantes orgánicos.
+      ar: تأريخ المواد العضوية باستخدام اضمحلال الكربون-14، قابل للتطبيق على الخشب والقماش والورق والمواد الرابطة العضوية.
+      id: Penanggalan material organik menggunakan peluruhan karbon-14, berlaku untuk kayu, kanvas, kertas, dan pengikat organik.
       zh: 使用碳14衰变测定有机材料年代，适用于木材、画布、纸张和有机粘合剂。
-      ar: 'مفهوم لـ: organic materials using carbon-14 decay, applicable to wood, canvas, paper, and organic binders.'
-      id: 'Konsep untuk: organic materials using carbon-14 decay, applicable to wood, canvas, paper, and organic binders.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300054490
     keywords:
@@ -1291,19 +1327,19 @@ classes:
     - C-14
     - carbon dating
     structured_aliases:
-    - literal_form: radiocarbon dating
+    - literal_form: koolstofdatering
       in_language: nl
-    - literal_form: radiocarbon dating
+    - literal_form: Radiokohlenstoffdatierung
       in_language: de
-    - literal_form: radiocarbon dating
+    - literal_form: datation au radiocarbone
       in_language: fr
-    - literal_form: radiocarbon dating
+    - literal_form: datación por radiocarbono
       in_language: es
-    - literal_form: radiocarbon dating
+    - literal_form: تأريخ بالكربون المشع
       in_language: ar
-    - literal_form: radiocarbon dating
+    - literal_form: penanggalan radiokarbon
       in_language: id
-    - literal_form: radiocarbon dating
+    - literal_form: 放射性碳测年
       in_language: zh
   Dendrochronology:
     is_a: DatingTechnique
@@ -1314,11 +1350,12 @@ classes:
       de: Datierung von Holz durch Analyse von Jahrringmustern, verwendet für Tafelgemälde und Holzobjekte.
       fr: Datation du bois par analyse des cernes de croissance, utilisée pour les peintures sur panneau et objets en bois.
       es: Datación de madera mediante análisis de patrones de anillos, usado para pinturas sobre tabla y objetos de madera.
+      ar: تأريخ الخشب بتحليل أنماط حلقات الأشجار، يستخدم للوحات الخشبية والأشياء الخشبية.
+      id: Penanggalan kayu dengan analisis pola cincin pohon, digunakan untuk lukisan panel dan objek kayu.
       zh: 通过分析年轮图案测定木材年代，用于板画和木制物品。
-      ar: 'مفهوم لـ: Dating wood by analysis of tree ring patterns, used for panel paintings and wooden objects.'
-      id: 'Konsep untuk: Dating wood by analysis of tree ring patterns, used for panel paintings and wooden objects.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300054495
     keywords:
@@ -1326,19 +1363,19 @@ classes:
     - tree ring dating
     - panel painting
     structured_aliases:
-    - literal_form: dendrochronology
+    - literal_form: dendrochronologie
       in_language: nl
-    - literal_form: dendrochronology
+    - literal_form: Dendrochronologie
       in_language: de
-    - literal_form: dendrochronology
+    - literal_form: dendrochronologie
       in_language: fr
-    - literal_form: dendrochronology
+    - literal_form: dendrocronología
       in_language: es
-    - literal_form: dendrochronology
+    - literal_form: علم تحديد أعمار الأشجار
       in_language: ar
-    - literal_form: dendrochronology
+    - literal_form: dendrokronologi
       in_language: id
-    - literal_form: dendrochronology
+    - literal_form: 树木年轮学
       in_language: zh
   DocumentationTechnique:
     is_a: TechniqueType
@@ -1350,11 +1387,12 @@ classes:
       de: Methoden zur Aufzeichnung und Dokumentation von Heritage-Objekten zur Unterstützung von Zustandsbewertung und Behandlungsprotokollen.
       fr: Méthodes d'enregistrement et de documentation des objets patrimoniaux pour l'évaluation de l'état et les rapports de traitement.
       es: Métodos para registrar y documentar objetos patrimoniales apoyando evaluación de condición e informes de tratamiento.
+      ar: طرق تسجيل وتوثيق الأشياء التراثية لدعم تقييم الحالة وسجلات العلاج.
+      id: Metode untuk merekam dan mendokumentasikan objek warisan mendukung penilaian kondisi dan catatan perawatan.
       zh: 记录和文档化遗产对象的方法，支持状况评估和处理记录。
-      ar: 'مفهوم لـ: Methods for recording and documenting heritage objects supporting condition assessment and treatment records.'
-      id: 'Konsep untuk: Methods for recording and documenting heritage objects supporting condition assessment and treatment records.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300054596
     keywords:
@@ -1362,85 +1400,87 @@ classes:
     - recording
     - condition reporting
     structured_aliases:
-    - literal_form: documentation technique
+    - literal_form: documentatietechniek
       in_language: nl
-    - literal_form: documentation technique
+    - literal_form: Dokumentationstechnik
       in_language: de
-    - literal_form: documentation technique
+    - literal_form: technique de documentation
       in_language: fr
-    - literal_form: documentation technique
+    - literal_form: técnica de documentación
       in_language: es
-    - literal_form: documentation technique
+    - literal_form: تقنية التوثيق
       in_language: ar
-    - literal_form: documentation technique
+    - literal_form: teknik dokumentasi
       in_language: id
-    - literal_form: documentation technique
+    - literal_form: 文档技术
       in_language: zh
   ConditionMapping:
     is_a: DocumentationTechnique
     description: >-
-      Systematic recording of issues on diagrams or photographs documenting damage location and extent.
+      Systematic recording of condition issues on diagrams or photographs documenting damage location and extent.
     alt_descriptions:
       nl: Systematische vastlegging van toestandsproblemen op diagrammen of foto's die schadelocatie en -omvang documenteren.
       de: Systematische Erfassung von Zustandsproblemen auf Diagrammen oder Fotografien zur Dokumentation von Schadensort und -umfang.
       fr: Enregistrement systématique des problèmes d'état sur des diagrammes ou photographies documentant l'emplacement et l'étendue des dommages.
       es: Registro sistemático de problemas de condición en diagramas o fotografías documentando ubicación y extensión de daños.
+      ar: التسجيل المنهجي لمشاكل الحالة على المخططات أو الصور التي توثق موقع ومدى الضرر.
+      id: Pencatatan sistematis masalah kondisi pada diagram atau foto yang mendokumentasikan lokasi dan luas kerusakan.
       zh: 在图表或照片上系统记录状况问题，记录损坏的位置和程度。
-      ar: 'مفهوم لـ: Systematic recording of issues on diagrams or photographs documenting damage location and extent.'
-      id: 'Konsep untuk: Systematic recording of issues on diagrams or photographs documenting damage location and extent.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - condition mapping
     - condition diagram
     - damage documentation
     structured_aliases:
-    - literal_form: condition mapping
+    - literal_form: toestandskartering
       in_language: nl
-    - literal_form: condition mapping
+    - literal_form: Zustandskartierung
       in_language: de
-    - literal_form: condition mapping
+    - literal_form: cartographie de l'état
       in_language: fr
-    - literal_form: condition mapping
+    - literal_form: mapeo de condición
       in_language: es
-    - literal_form: condition mapping
+    - literal_form: رسم خرائط الحالة
       in_language: ar
-    - literal_form: condition mapping
+    - literal_form: pemetaan kondisi
       in_language: id
-    - literal_form: condition mapping
+    - literal_form: 状况测绘
       in_language: zh
   TechnicalPhotography:
     is_a: DocumentationTechnique
     description: >-
-      Standardized for condition documentation including overall views, details, and imaging.
+      Standardized photography for condition documentation including overall views, details, and technical imaging.
     alt_descriptions:
       nl: Gestandaardiseerde fotografie voor toestandsdocumentatie inclusief overzichten, details en technische beeldvorming.
       de: Standardisierte Fotografie für Zustandsdokumentation einschließlich Gesamtansichten, Details und technische Bildgebung.
       fr: Photographie normalisée pour la documentation de l'état, y compris vues d'ensemble, détails et imagerie technique.
       es: Fotografía estandarizada para documentación de condición incluyendo vistas generales, detalles e imagen técnica.
+      ar: التصوير الفوتوغرافي الموحد لتوثيق الحالة بما في ذلك المناظر العامة والتفاصيل والتصوير التقني.
+      id: Fotografi terstandarisasi untuk dokumentasi kondisi termasuk tampilan keseluruhan, detail, dan pencitraan teknis.
       zh: 用于状况记录的标准化摄影，包括整体视图、细节和技术成像。
-      ar: 'مفهوم لـ: Standardized for condition documentation including overall views, details, and imaging.'
-      id: 'Konsep untuk: Standardized for condition documentation including overall views, details, and imaging.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     keywords:
     - technical photography
     - documentation
     - standardized imaging
     structured_aliases:
-    - literal_form: technical photography
+    - literal_form: technischefotografie
       in_language: nl
-    - literal_form: technical photography
+    - literal_form: technische Fotografie
       in_language: de
-    - literal_form: technical photography
+    - literal_form: photographie technique
       in_language: fr
-    - literal_form: technical photography
+    - literal_form: fotografía técnica
       in_language: es
-    - literal_form: technical photography
+    - literal_form: تصوير فوتوغرافي تقني
       in_language: ar
-    - literal_form: technical photography
+    - literal_form: fotografi teknis
       in_language: id
-    - literal_form: technical photography
+    - literal_form: 技术摄影
       in_language: zh
   ProductionTechnique:
     is_a: TechniqueType
@@ -1452,11 +1492,12 @@ classes:
       de: Methoden bei der ursprünglichen Erstellung und Herstellung von Heritage-Objekten, dokumentierend wie Objekte hergestellt wurden.
       fr: Méthodes utilisées dans la création et fabrication originales des objets patrimoniaux, documentant comment les objets ont été faits.
       es: Métodos usados en la creación y fabricación original de objetos patrimoniales, documentando cómo fueron hechos.
+      ar: الطرق المستخدمة في الإنشاء والتصنيع الأصلي للأشياء التراثية، وتوثيق كيفية صنع الأشياء.
+      id: Metode yang digunakan dalam pembuatan dan manufaktur asli objek warisan, mendokumentasikan bagaimana objek dibuat.
       zh: 遗产对象最初创造和制作中使用的方法，记录物品是如何制作的。
-      ar: 'مفهوم لـ: Methods used in original creation and manufacture of heritage objects, documenting how objects were made.'
-      id: 'Konsep untuk: Methods used in original creation and manufacture of heritage objects, documenting how objects were made.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300054653
     keywords:
@@ -1464,19 +1505,19 @@ classes:
     - manufacturing
     - creation method
     structured_aliases:
-    - literal_form: production technique
+    - literal_form: productietechniek
       in_language: nl
-    - literal_form: production technique
+    - literal_form: Produktionstechnik
       in_language: de
-    - literal_form: production technique
+    - literal_form: technique de production
       in_language: fr
-    - literal_form: production technique
+    - literal_form: técnica de producción
       in_language: es
-    - literal_form: production technique
+    - literal_form: تقنية الإنتاج
       in_language: ar
-    - literal_form: production technique
+    - literal_form: teknik produksi
       in_language: id
-    - literal_form: production technique
+    - literal_form: 制作技术
       in_language: zh
   CastingTechnique:
     is_a: ProductionTechnique
@@ -1487,11 +1528,12 @@ classes:
       de: Formgebung von Material durch Gießen in eine Form zur Erstellung dreidimensionaler Formen.
       fr: Formage du matériau par coulée dans un moule pour créer des formes tridimensionnelles.
       es: Moldeo de material vertiendo en un molde para crear formas tridimensionales.
+      ar: تشكيل المادة عن طريق الصب في قالب لإنشاء أشكال ثلاثية الأبعاد.
+      id: Pembentukan material dengan menuangkan ke dalam cetakan untuk menciptakan bentuk tiga dimensi.
       zh: 通过倒入模具来塑造材料以创建三维形状。
-      ar: 'مفهوم لـ: Shaping material by pouring into a mold to create three-dimensional forms.'
-      id: 'Konsep untuk: Shaping material by pouring into a mold to create three-dimensional forms.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053104
     keywords:
@@ -1499,19 +1541,19 @@ classes:
     - molding
     - bronze casting
     structured_aliases:
-    - literal_form: casting technique
+    - literal_form: giestechniek
       in_language: nl
-    - literal_form: casting technique
+    - literal_form: Gießtechnik
       in_language: de
-    - literal_form: casting technique
+    - literal_form: technique de coulée
       in_language: fr
-    - literal_form: casting technique
+    - literal_form: técnica de fundición
       in_language: es
-    - literal_form: casting technique
+    - literal_form: تقنية الصب
       in_language: ar
-    - literal_form: casting technique
+    - literal_form: teknik pengecoran
       in_language: id
-    - literal_form: casting technique
+    - literal_form: 铸造技术
       in_language: zh
   WeavingTechnique:
     is_a: ProductionTechnique
@@ -1522,11 +1564,12 @@ classes:
       de: Verweben von Fäden zur Erstellung von Stoff- und Textilstrukturen.
       fr: Entrelacement de fils pour créer des structures de tissu et de textile.
       es: Entrelazado de hilos para crear estructuras de tela y textil.
+      ar: تداخل الخيوط لإنشاء هياكل القماش والمنسوجات.
+      id: Anyaman benang untuk menciptakan struktur kain dan tekstil.
       zh: 交织线材以创建织物和纺织结构。
-      ar: 'مفهوم لـ: Interlacing threads to create fabric and textile structures.'
-      id: 'Konsep untuk: Interlacing threads to create fabric and textile structures.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053642
     keywords:
@@ -1534,19 +1577,19 @@ classes:
     - textile
     - loom
     structured_aliases:
-    - literal_form: weaving technique
+    - literal_form: weeftechniek
       in_language: nl
-    - literal_form: weaving technique
+    - literal_form: Webtechnik
       in_language: de
-    - literal_form: weaving technique
+    - literal_form: technique de tissage
       in_language: fr
-    - literal_form: weaving technique
+    - literal_form: técnica de tejido
       in_language: es
-    - literal_form: weaving technique
+    - literal_form: تقنية النسيج
       in_language: ar
-    - literal_form: weaving technique
+    - literal_form: teknik tenun
       in_language: id
-    - literal_form: weaving technique
+    - literal_form: 编织技术
       in_language: zh
   PrintingTechnique:
     is_a: ProductionTechnique
@@ -1558,11 +1601,12 @@ classes:
       de: Methoden zur Erstellung gedruckter Bilder und Texte durch verschiedene Druckverfahren.
       fr: Méthodes de création d'images et de textes imprimés par divers procédés d'impression.
       es: Métodos para crear imágenes y textos impresos mediante varios procesos de impresión.
+      ar: طرق إنشاء الصور والنصوص المطبوعة من خلال عمليات مختلفة.
+      id: Metode untuk membuat gambar dan teks cetak melalui berbagai proses.
       zh: 通过各种印刷工艺创建印刷图像和文本的方法。
-      ar: 'مفهوم لـ: Methods for creating printed images and texts through various processes.'
-      id: 'Konsep untuk: Methods for creating printed images and texts through various processes.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053237
     keywords:
@@ -1570,19 +1614,19 @@ classes:
     - printmaking
     - graphic arts
     structured_aliases:
-    - literal_form: printing technique
+    - literal_form: druktechniek
       in_language: nl
-    - literal_form: printing technique
+    - literal_form: Drucktechnik
       in_language: de
-    - literal_form: printing technique
+    - literal_form: technique d'impression
       in_language: fr
-    - literal_form: printing technique
+    - literal_form: técnica de impresión
       in_language: es
-    - literal_form: printing technique
+    - literal_form: تقنية الطباعة
       in_language: ar
-    - literal_form: printing technique
+    - literal_form: teknik percetakan
       in_language: id
-    - literal_form: printing technique
+    - literal_form: 印刷技术
       in_language: zh
   GlazingTechnique:
     is_a: ProductionTechnique
@@ -1593,11 +1637,12 @@ classes:
       de: Auftragen glasartiger Beschichtung auf Keramik zur Dekoration und Wasserdichtigkeit.
       fr: Application de revêtement vitreux sur les céramiques pour décoration et imperméabilisation.
       es: Aplicación de recubrimiento vítreo en cerámica para decoración e impermeabilización.
+      ar: تطبيق طلاء زجاجي على السيراميك للزخرفة والعزل المائي.
+      id: Aplikasi lapisan vitreous pada keramik untuk dekorasi dan kedap air.
       zh: 在陶瓷上施加玻璃质涂层以进行装饰和防水。
-      ar: 'مفهوم لـ: Application of vitreous coating to ceramics for decoration and waterproofing.'
-      id: 'Konsep untuk: Application of vitreous coating to ceramics for decoration and waterproofing.'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - aat:300053900
     keywords:
@@ -1605,17 +1650,17 @@ classes:
     - ceramic glaze
     - vitreous coating
     structured_aliases:
-    - literal_form: glazing technique
+    - literal_form: glazuurtechniek
       in_language: nl
-    - literal_form: glazing technique
+    - literal_form: Glasurtechnik
       in_language: de
-    - literal_form: glazing technique
+    - literal_form: technique d'émaillage
       in_language: fr
-    - literal_form: glazing technique
+    - literal_form: técnica de esmaltado
       in_language: es
-    - literal_form: glazing technique
+    - literal_form: تقنية التزجيج
       in_language: ar
-    - literal_form: glazing technique
+    - literal_form: teknik glasir
       in_language: id
-    - literal_form: glazing technique
+    - literal_form: 上釉技术
       in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TechnologicalInfrastructureTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TechnologicalInfrastructureTypes.yaml
index 2b56db8395..fe1f098df4 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TechnologicalInfrastructureTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TechnologicalInfrastructureTypes.yaml
@@ -5,6 +5,7 @@ prefixes:
   linkml: https://w3id.org/linkml/
   hc: https://nde.nl/ontology/hc/
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
   doap: http://usefulinc.com/ns/doap#
 imports:
 - ./TechnologicalInfrastructureType
@@ -15,15 +16,15 @@ classes:
     is_a: TechnologicalInfrastructureType
     class_uri: hc:Framework
     description: >-
-      Web application - frontend or backend.
+      Web application framework for frontend or backend development.
     alt_descriptions:
-      nl: Webapplicatieframework - frontend of backend.
-      de: Webanwendungsframework - Frontend oder Backend.
-      fr: Framework d'application web - frontend ou backend.
-      es: 'Concepto para: Web application - frontend or backend.'
-      ar: 'مفهوم لـ: Web application - frontend or backend.'
-      id: 'Konsep untuk: Web application - frontend or backend.'
-      zh: 用于以下内容的概念：Web application - frontend or backend.
+      nl: Webapplicatieframework voor frontend- of backend-ontwikkeling.
+      de: Webanwendungsframework für Frontend- oder Backend-Entwicklung.
+      fr: Framework d'application web pour le développement frontend ou backend.
+      es: Framework de aplicación web para desarrollo frontend o backend.
+      ar: إطار عمل تطبيق الويب لتطوير الواجهة الأمامية أو الخلفية.
+      id: Framework aplikasi web untuk pengembangan frontend atau backend.
+      zh: 用于前端或后端开发的Web应用框架。
     structured_aliases:
     - literal_form: raamwerk
       in_language: nl
@@ -33,12 +34,18 @@ classes:
       in_language: fr
     - literal_form: framework
       in_language: es
-    - literal_form: framework
+    - literal_form: إطار عمل
       in_language: ar
     - literal_form: framework
       in_language: id
-    - literal_form: framework
+    - literal_form: 框架
       in_language: zh
+    keywords:
+    - framework
+    - web application
+    - frontend
+    - backend
+    - development
     annotations:
       category: application
       doap_alignment: doap:platform
@@ -47,21 +54,22 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: React, Vue, Angular, Django, Rails, Spring, Express
   FrontendFramework:
     is_a: Framework
     class_uri: hc:FrontendFramework
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Client-side JavaScript or TypeScript framework for user interface development.
     alt_descriptions:
-      nl: Client-side JavaScript/TypeScript-framework.
-      de: Client-seitiges JavaScript/TypeScript-Framework.
-      fr: Framework frontend JavaScript/TypeScript.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Client-side JavaScript/TypeScript-framework voor gebruikersinterface-ontwikkeling.
+      de: Client-seitiges JavaScript/TypeScript-Framework für Benutzeroberflächenentwicklung.
+      fr: Framework frontend JavaScript/TypeScript pour le développement d'interface utilisateur.
+      es: Framework frontend de JavaScript/TypeScript para desarrollo de interfaz de usuario.
+      ar: إطار عمل الواجهة الأمامية بلغة JavaScript/TypeScript لتطوير واجهة المستخدم.
+      id: Framework frontend JavaScript/TypeScript untuk pengembangan antarmuka pengguna.
+      zh: 用于用户界面开发的客户端JavaScript/TypeScript框架。
     structured_aliases:
     - literal_form: frontend-raamwerk
       in_language: nl
@@ -69,31 +77,38 @@ classes:
       in_language: de
     - literal_form: framework frontend
       in_language: fr
-    - literal_form: frontend framework
+    - literal_form: framework frontend
       in_language: es
-    - literal_form: frontend framework
+    - literal_form: إطار عمل الواجهة الأمامية
       in_language: ar
-    - literal_form: frontend framework
+    - literal_form: framework frontend
       in_language: id
-    - literal_form: frontend framework
+    - literal_form: 前端框架
       in_language: zh
+    keywords:
+    - frontend
+    - JavaScript
+    - TypeScript
+    - user interface
+    - client-side
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: React, Vue, Angular, Svelte, Next.js
   BackendFramework:
     is_a: Framework
     class_uri: hc:BackendFramework
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Server-side web framework for API and business logic development.
     alt_descriptions:
-      nl: Server-side webframework.
-      de: Server-seitiges Webframework.
-      fr: Framework web backend.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Server-side webframework voor API- en bedrijfslogica-ontwikkeling.
+      de: Server-seitiges Webframework für API- und Geschäftslogik-Entwicklung.
+      fr: Framework web backend pour le développement d'API et de logique métier.
+      es: Framework web backend para desarrollo de API y lógica de negocio.
+      ar: إطار عمل الويب الخلفي لتطوير API ومنطق الأعمال.
+      id: Framework web backend untuk pengembangan API dan logika bisnis.
+      zh: 用于API和业务逻辑开发的服务器端Web框架。
     structured_aliases:
     - literal_form: backend-raamwerk
       in_language: nl
@@ -101,31 +116,38 @@ classes:
       in_language: de
     - literal_form: framework backend
       in_language: fr
-    - literal_form: backend framework
+    - literal_form: framework backend
       in_language: es
-    - literal_form: backend framework
+    - literal_form: إطار عمل الخلفية
       in_language: ar
-    - literal_form: backend framework
+    - literal_form: framework backend
       in_language: id
-    - literal_form: backend framework
+    - literal_form: 后端框架
       in_language: zh
+    keywords:
+    - backend
+    - server-side
+    - API
+    - business logic
+    - web framework
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: Django, Rails, Spring Boot, Express, FastAPI
   ProgrammingLanguage:
     is_a: TechnologicalInfrastructureType
     class_uri: hc:ProgrammingLanguage
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Programming language used in platform development.
     alt_descriptions:
       nl: Programmeertaal gebruikt bij platformontwikkeling.
       de: Programmiersprache, die bei der Plattformentwicklung verwendet wird.
       fr: Langage de programmation utilisé dans le développement de plateformes.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      es: Lenguaje de programación utilizado en el desarrollo de plataformas.
+      ar: لغة البرمجة المستخدمة في تطوير المنصات.
+      id: Bahasa pemrograman yang digunakan dalam pengembangan platform.
+      zh: 平台开发中使用的编程语言。
     structured_aliases:
     - literal_form: programmeertaal
       in_language: nl
@@ -133,33 +155,40 @@ classes:
       in_language: de
     - literal_form: langage de programmation
       in_language: fr
-    - literal_form: programming language
+    - literal_form: lenguaje de programación
       in_language: es
-    - literal_form: programming language
+    - literal_form: لغة برمجة
       in_language: ar
-    - literal_form: programming language
+    - literal_form: bahasa pemrograman
       in_language: id
-    - literal_form: programming language
+    - literal_form: 编程语言
       in_language: zh
+    keywords:
+    - programming language
+    - coding
+    - development
+    - software
+    - syntax
     close_mappings:
     - doap:programming-language
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: Python, JavaScript, TypeScript, Java, Go, Ruby, PHP
   DatabaseSystem:
     is_a: TechnologicalInfrastructureType
     class_uri: hc:DatabaseSystem
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Database management system technology for data storage and retrieval.
     alt_descriptions:
-      nl: Databasebeheersysteemtechnologie.
-      de: Datenbankmanagementsystem-Technologie.
-      fr: Technologie de système de gestion de base de données.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Databasebeheersysteemtechnologie voor gegevensopslag en -opvraging.
+      de: Datenbankmanagementsystem-Technologie für Datenspeicherung und -abfrage.
+      fr: Technologie de système de gestion de base de données pour le stockage et la récupération de données.
+      es: Tecnología de sistema de gestión de base de datos para almacenamiento y recuperación de datos.
+      ar: تقنية نظام إدارة قواعد البيانات لتخزين واسترجاع البيانات.
+      id: Teknologi sistem manajemen basis data untuk penyimpanan dan pengambilan data.
+      zh: 用于数据存储和检索的数据库管理系统技术。
     structured_aliases:
     - literal_form: databasesysteem
       in_language: nl
@@ -167,16 +196,23 @@ classes:
       in_language: de
     - literal_form: système de base de données
       in_language: fr
-    - literal_form: database system
+    - literal_form: sistema de base de datos
       in_language: es
-    - literal_form: database system
+    - literal_form: نظام قاعدة البيانات
       in_language: ar
-    - literal_form: database system
+    - literal_form: sistem basis data
       in_language: id
-    - literal_form: database system
+    - literal_form: 数据库系统
       in_language: zh
+    keywords:
+    - database
+    - DBMS
+    - data storage
+    - query
+    - persistence
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: PostgreSQL, MySQL, MongoDB, Elasticsearch, Neo4j
     - For finding aid classification, use Database from FindingAidTypes
@@ -184,15 +220,15 @@ classes:
     is_a: DatabaseSystem
     class_uri: hc:RelationalDatabase
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      SQL-based relational database management system.
     alt_descriptions:
-      nl: SQL-gebaseerde relationele database.
-      de: SQL-basierte relationale Datenbank.
-      fr: Base de données relationnelle basée sur SQL.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: SQL-gebaseerd relationeel databasebeheersysteem.
+      de: SQL-basiertes relationales Datenbankmanagementsystem.
+      fr: Système de gestion de base de données relationnelle basé sur SQL.
+      es: Sistema de gestión de base de datos relacional basado en SQL.
+      ar: نظام إدارة قواعد البيانات العلائقية القائم على SQL.
+      id: Sistem manajemen basis data relasional berbasis SQL.
+      zh: 基于SQL的关系型数据库管理系统。
     structured_aliases:
     - literal_form: relationele database
       in_language: nl
@@ -200,31 +236,38 @@ classes:
       in_language: de
     - literal_form: base de données relationnelle
       in_language: fr
-    - literal_form: relational database
+    - literal_form: base de datos relacional
       in_language: es
-    - literal_form: relational database
+    - literal_form: قاعدة بيانات علائقية
       in_language: ar
-    - literal_form: relational database
+    - literal_form: basis data relasional
       in_language: id
-    - literal_form: relational database
+    - literal_form: 关系型数据库
       in_language: zh
+    keywords:
+    - relational
+    - SQL
+    - RDBMS
+    - tables
+    - joins
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: PostgreSQL, MySQL, MariaDB, Oracle, SQL Server
   DocumentDatabase:
     is_a: DatabaseSystem
     class_uri: hc:DocumentDatabase
     description: >-
-      System grouping for structured storage and retrieval of textual or mixed-format resources.
+      NoSQL document-oriented database for semi-structured data storage.
     alt_descriptions:
-      nl: NoSQL documentgeoriënteerde database.
-      de: NoSQL dokumentenorientierte Datenbank.
-      fr: Base de données orientée documents NoSQL.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: NoSQL documentgeoriënteerde database voor semi-gestructureerde gegevensopslag.
+      de: NoSQL dokumentenorientierte Datenbank für halbstrukturierte Datenspeicherung.
+      fr: Base de données orientée documents NoSQL pour le stockage de données semi-structurées.
+      es: Base de datos orientada a documentos NoSQL para almacenamiento de datos semiestructurados.
+      ar: قاعدة بيانات موجهة بالمستندات NoSQL لتخزين البيانات شبه المنظمة.
+      id: Basis data berorientasi dokumen NoSQL untuk penyimpanan data semi-terstruktur.
+      zh: 用于半结构化数据存储的NoSQL文档型数据库。
     structured_aliases:
     - literal_form: documentdatabase
       in_language: nl
@@ -232,31 +275,38 @@ classes:
       in_language: de
     - literal_form: base de données de documents
       in_language: fr
-    - literal_form: document database
+    - literal_form: base de datos de documentos
       in_language: es
-    - literal_form: document database
+    - literal_form: قاعدة بيانات المستندات
       in_language: ar
-    - literal_form: document database
+    - literal_form: basis data dokumen
       in_language: id
-    - literal_form: document database
+    - literal_form: 文档数据库
       in_language: zh
+    keywords:
+    - document
+    - NoSQL
+    - JSON
+    - MongoDB
+    - semi-structured
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: MongoDB, CouchDB, RavenDB
   GraphDatabase:
     is_a: DatabaseSystem
     class_uri: hc:GraphDatabase
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Graph database optimized for relationship-centric data and queries.
     alt_descriptions:
-      nl: Grafiekdatabase voor relatie-gecentreerde gegevens.
-      de: Graphdatenbank für beziehungsreiche Daten.
-      fr: Base de données orientée graphe pour les données relationnelles.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Grafiekdatabase geoptimaliseerd voor relatie-gecentreerde gegevens en queries.
+      de: Graphdatenbank optimiert für beziehungsreiche Daten und Abfragen.
+      fr: Base de données graphe optimisée pour les données et requêtes centrées sur les relations.
+      es: Base de datos de grafos optimizada para datos y consultas centradas en relaciones.
+      ar: قاعدة بيانات الرسم البياني المحسنة للبيانات والاستعلامات المتمركزة على العلاقات.
+      id: Basis data graf yang dioptimalkan untuk data dan kueri yang berfokus pada hubungan.
+      zh: 针对以关系为中心的数据和查询进行优化的图数据库。
     structured_aliases:
     - literal_form: grafiekdatabase
       in_language: nl
@@ -264,31 +314,38 @@ classes:
       in_language: de
     - literal_form: base de données graphe
       in_language: fr
-    - literal_form: graph database
+    - literal_form: base de datos de grafos
       in_language: es
-    - literal_form: graph database
+    - literal_form: قاعدة بيانات الرسم البياني
       in_language: ar
-    - literal_form: graph database
+    - literal_form: basis data graf
       in_language: id
-    - literal_form: graph database
+    - literal_form: 图数据库
       in_language: zh
+    keywords:
+    - graph
+    - nodes
+    - edges
+    - relationships
+    - Neo4j
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: Neo4j, Amazon Neptune, JanusGraph, Blazegraph
   SearchIndex:
     is_a: DatabaseSystem
     class_uri: hc:SearchIndex
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Full-text search and indexing system for content discovery.
     alt_descriptions:
-      nl: Volledige-tekst zoek- en indexeringssysteem.
-      de: Volltextsuch- und Indizierungssystem.
-      fr: Système de recherche et d'indexation en texte intégral.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Volledige-tekst zoek- en indexeringssysteem voor inhoudsontdekking.
+      de: Volltextsuch- und Indizierungssystem für Inhaltsermittlung.
+      fr: Système de recherche et d'indexation en texte intégral pour la découverte de contenu.
+      es: Sistema de búsqueda e indexación de texto completo para descubrimiento de contenido.
+      ar: نظام البحث والفهرسة بالنص الكامل لاكتشاف المحتوى.
+      id: Sistem pencarian dan pengindeksan teks lengkap untuk penemuan konten.
+      zh: 用于内容发现的全文本搜索和索引系统。
     structured_aliases:
     - literal_form: zoekindex
       in_language: nl
@@ -296,31 +353,38 @@ classes:
       in_language: de
     - literal_form: index de recherche
       in_language: fr
-    - literal_form: search index
+    - literal_form: índice de búsqueda
       in_language: es
-    - literal_form: search index
+    - literal_form: فهرس البحث
       in_language: ar
-    - literal_form: search index
+    - literal_form: indeks pencarian
       in_language: id
-    - literal_form: search index
+    - literal_form: 搜索索引
       in_language: zh
+    keywords:
+    - search
+    - index
+    - full-text
+    - Elasticsearch
+    - Solr
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: Solr, Elasticsearch, OpenSearch, Meilisearch
   TripleStore:
     is_a: DatabaseSystem
     class_uri: hc:TripleStore
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      RDF triple store for linked data and semantic web applications.
     alt_descriptions:
-      nl: RDF triple store voor linked data.
-      de: RDF-Triple-Store für Linked Data.
-      fr: Triple store RDF pour les données liées.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: RDF triple store voor linked data en semantische webapplicaties.
+      de: RDF-Triple-Store für Linked Data und Semantic-Web-Anwendungen.
+      fr: Triple store RDF pour les données liées et les applications web sémantique.
+      es: Triple store RDF para datos enlazados y aplicaciones web semánticas.
+      ar: مخزن الثلاثيات RDF للبيانات المرتبطة وتطبيقات الويب الدلالي.
+      id: Triple store RDF untuk data tertaut dan aplikasi web semantik.
+      zh: 用于关联数据和语义网应用的RDF三元组存储。
     structured_aliases:
     - literal_form: triple store
       in_language: nl
@@ -330,29 +394,36 @@ classes:
       in_language: fr
     - literal_form: triple store
       in_language: es
-    - literal_form: triple store
+    - literal_form: مخزن الثلاثيات
       in_language: ar
     - literal_form: triple store
       in_language: id
-    - literal_form: triple store
+    - literal_form: 三元组存储
       in_language: zh
+    keywords:
+    - triple store
+    - RDF
+    - linked data
+    - semantic web
+    - SPARQL
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: Blazegraph, Virtuoso, GraphDB, Jena Fuseki, Oxigraph
   APIProtocol:
     is_a: TechnologicalInfrastructureType
     class_uri: hc:APIProtocol
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      API standard or protocol for data exchange between systems.
     alt_descriptions:
-      nl: API-standaard of protocol voor gegevensuitwisseling.
-      de: API-Standard oder Protokoll für Datenaustausch.
-      fr: Standard API ou protocole d'échange de données.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: API-standaard of protocol voor gegevensuitwisseling tussen systemen.
+      de: API-Standard oder Protokoll für Datenaustausch zwischen Systemen.
+      fr: Standard API ou protocole d'échange de données entre systèmes.
+      es: Estándar API o protocolo para intercambio de datos entre sistemas.
+      ar: معيار API أو بروتوكول لتبادل البيانات بين الأنظمة.
+      id: Standar API atau protokol untuk pertukaran data antar sistem.
+      zh: 用于系统间数据交换的API标准或协议。
     structured_aliases:
     - literal_form: API-protocol
       in_language: nl
@@ -360,31 +431,38 @@ classes:
       in_language: de
     - literal_form: protocole API
       in_language: fr
-    - literal_form: protocol
+    - literal_form: protocolo API
       in_language: es
-    - literal_form: protocol
+    - literal_form: بروتوكول API
       in_language: ar
-    - literal_form: protocol
+    - literal_form: protokol API
       in_language: id
-    - literal_form: protocol
+    - literal_form: API协议
       in_language: zh
+    keywords:
+    - API
+    - protocol
+    - data exchange
+    - interoperability
+    - interface
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: REST, GraphQL, SPARQL, OAI-PMH, IIIF
   RESTful:
     is_a: APIProtocol
     class_uri: hc:RESTful
     description: >-
-      Service-interface grouping based on resource-oriented HTTP interaction constraints.
+      RESTful API pattern using JSON or XML over HTTP.
     alt_descriptions:
       nl: RESTful API-patroon (JSON/XML over HTTP).
       de: RESTful-API-Muster (JSON/XML über HTTP).
       fr: Modèle d'API RESTful (JSON/XML sur HTTP).
-      es: 'Concepto para: RESTful API pattern (JSON/XML over HTTP).'
-      ar: 'مفهوم لـ: RESTful API pattern (JSON/XML over HTTP).'
-      id: 'Konsep untuk: RESTful API pattern (JSON/XML over HTTP).'
-      zh: 用于以下内容的概念：RESTful API pattern (JSON/XML over HTTP).
+      es: Patrón de API RESTful (JSON/XML sobre HTTP).
+      ar: نمط RESTful API (JSON/XML عبر HTTP).
+      id: Pola RESTful API (JSON/XML melalui HTTP).
+      zh: 基于HTTP的RESTful API模式（JSON/XML）。
     structured_aliases:
     - literal_form: RESTful API
       in_language: nl
@@ -392,29 +470,36 @@ classes:
       in_language: de
     - literal_form: API RESTful
       in_language: fr
-    - literal_form: tful
+    - literal_form: API RESTful
       in_language: es
-    - literal_form: tful
+    - literal_form: RESTful API
       in_language: ar
-    - literal_form: tful
+    - literal_form: RESTful API
       in_language: id
-    - literal_form: tful
+    - literal_form: RESTful API
       in_language: zh
+    keywords:
+    - REST
+    - RESTful
+    - HTTP
+    - JSON
+    - resources
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   GraphQLAPI:
     is_a: APIProtocol
     class_uri: hc:GraphQLAPI
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      GraphQL query language API for flexible data retrieval.
     alt_descriptions:
-      nl: GraphQL querytaal API.
-      de: GraphQL-Abfragesprachen-API.
-      fr: API du langage de requête GraphQL.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: GraphQL querytaal API voor flexibele gegevensophaling.
+      de: GraphQL-Abfragesprachen-API für flexible Datenabfrage.
+      fr: API du langage de requête GraphQL pour la récupération flexible de données.
+      es: API del lenguaje de consulta GraphQL para recuperación flexible de datos.
+      ar: واجهة برمجة تطبيقات لغة استعلام GraphQL لاسترجاع البيانات المرن.
+      id: API bahasa kueri GraphQL untuk pengambilan data yang fleksibel.
+      zh: 用于灵活数据检索的GraphQL查询语言API。
     structured_aliases:
     - literal_form: GraphQL-API
       in_language: nl
@@ -422,29 +507,36 @@ classes:
       in_language: de
     - literal_form: API GraphQL
       in_language: fr
-    - literal_form: graph qlapi
+    - literal_form: API GraphQL
       in_language: es
-    - literal_form: graph qlapi
+    - literal_form: GraphQL API
       in_language: ar
-    - literal_form: graph qlapi
+    - literal_form: GraphQL API
       in_language: id
-    - literal_form: graph qlapi
+    - literal_form: GraphQL API
       in_language: zh
+    keywords:
+    - GraphQL
+    - query
+    - schema
+    - types
+    - flexible retrieval
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   SPARQLProtocol:
     is_a: APIProtocol
     class_uri: hc:SPARQLProtocol
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      SPARQL query protocol for RDF data retrieval and manipulation.
     alt_descriptions:
-      nl: SPARQL-queryprotocol voor RDF-gegevens.
-      de: SPARQL-Abfrageprotokoll für RDF-Daten.
-      fr: Protocole de requête SPARQL pour les données RDF.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: SPARQL-queryprotocol voor RDF-gegevensophaling en -manipulatie.
+      de: SPARQL-Abfrageprotokoll für RDF-Datenabfrage und -manipulation.
+      fr: Protocole de requête SPARQL pour la récupération et la manipulation de données RDF.
+      es: Protocolo de consulta SPARQL para recuperación y manipulación de datos RDF.
+      ar: بروتوكول استعلام SPARQL لاسترجاع ومعالجة بيانات RDF.
+      id: Protokol kueri SPARQL untuk pengambilan dan manipulasi data RDF.
+      zh: 用于RDF数据检索和操作的SPARQL查询协议。
     structured_aliases:
     - literal_form: SPARQL-protocol
       in_language: nl
@@ -452,31 +544,38 @@ classes:
       in_language: de
     - literal_form: protocole SPARQL
       in_language: fr
-    - literal_form: sparql protocol
+    - literal_form: protocolo SPARQL
       in_language: es
-    - literal_form: sparql protocol
+    - literal_form: بروتوكول SPARQL
       in_language: ar
-    - literal_form: sparql protocol
+    - literal_form: protokol SPARQL
       in_language: id
-    - literal_form: sparql protocol
+    - literal_form: SPARQL协议
       in_language: zh
+    keywords:
+    - SPARQL
+    - RDF
+    - query
+    - semantic web
+    - triple store
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - For endpoint classification, use SPARQLEndpoint from DataServiceEndpointTypes
   OAIPMHProtocol:
     is_a: APIProtocol
     class_uri: hc:OAIPMHProtocol
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      OAI-PMH protocol for metadata harvesting and aggregation.
     alt_descriptions:
-      nl: OAI-PMH-protocol voor metadata-oogst.
-      de: OAI-PMH-Protokoll für Metadaten-Harvesting.
-      fr: Protocole OAI-PMH pour la récolte de métadonnées.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: OAI-PMH-protocol voor metadata-oogst en -aggregatie.
+      de: OAI-PMH-Protokoll für Metadaten-Harvesting und -Aggregation.
+      fr: Protocole OAI-PMH pour la récolte et l'agrégation de métadonnées.
+      es: Protocolo OAI-PMH para cosecha y agregación de metadatos.
+      ar: بروتوكول OAI-PMH لحصاد وتجميع البيانات الوصفية.
+      id: Protokol OAI-PMH untuk panen dan agregasi metadata.
+      zh: 用于元数据采集和聚合的OAI-PMH协议。
     structured_aliases:
     - literal_form: OAI-PMH-protocol
       in_language: nl
@@ -484,31 +583,38 @@ classes:
       in_language: de
     - literal_form: protocole OAI-PMH
       in_language: fr
-    - literal_form: oaipmh protocol
+    - literal_form: protocolo OAI-PMH
       in_language: es
-    - literal_form: oaipmh protocol
+    - literal_form: بروتوكول OAI-PMH
       in_language: ar
-    - literal_form: oaipmh protocol
+    - literal_form: protokol OAI-PMH
       in_language: id
-    - literal_form: oaipmh protocol
+    - literal_form: OAI-PMH协议
       in_language: zh
+    keywords:
+    - OAI-PMH
+    - metadata harvesting
+    - aggregation
+    - repository
+    - interoperability
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - For endpoint classification, use OAIPMHEndpoint class
   IIIFEndpoint:
     is_a: APIProtocol
     class_uri: hc:IIIFEndpoint
     description: >-
-      (International Image Interoperability Framework) API.
+      International Image Interoperability Framework API for image delivery.
     alt_descriptions:
-      nl: IIIF (International Image Interoperability Framework) API.
-      de: IIIF (International Image Interoperability Framework) API.
-      fr: API IIIF (International Image Interoperability Framework).
-      es: 'Concepto para: (International Image Interoperability Framework) API.'
-      ar: 'مفهوم لـ: (International Image Interoperability Framework) API.'
-      id: 'Konsep untuk: (International Image Interoperability Framework) API.'
-      zh: 用于以下内容的概念：(International Image Interoperability Framework) API.
+      nl: IIIF (International Image Interoperability Framework) API voor beeldlevering.
+      de: IIIF (International Image Interoperability Framework) API für Bildbereitstellung.
+      fr: API IIIF (International Image Interoperability Framework) pour la livraison d'images.
+      es: API IIIF (International Image Interoperability Framework) para entrega de imágenes.
+      ar: واجهة برمجة تطبيقات IIIF (إطار عمل قابلية تشغيل الصور الدولي) لتسليم الصور.
+      id: API IIIF (International Image Interoperability Framework) untuk pengiriman gambar.
+      zh: 国际图像互操作性框架（IIIF）API，用于图像交付。
     structured_aliases:
     - literal_form: IIIF-eindpunt
       in_language: nl
@@ -516,31 +622,38 @@ classes:
       in_language: de
     - literal_form: point de terminaison IIIF
       in_language: fr
-    - literal_form: iiif endpoint
+    - literal_form: endpoint IIIF
       in_language: es
-    - literal_form: iiif endpoint
+    - literal_form: نقطة نهاية IIIF
       in_language: ar
-    - literal_form: iiif endpoint
+    - literal_form: endpoint IIIF
       in_language: id
-    - literal_form: iiif endpoint
+    - literal_form: IIIF端点
       in_language: zh
+    keywords:
+    - IIIF
+    - image
+    - interoperability
+    - presentation
+    - canvas
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Includes Image API, Presentation API, Content Search API
   InfrastructureService:
     is_a: TechnologicalInfrastructureType
     class_uri: hc:InfrastructureService
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Cloud or infrastructure service for platform hosting and deployment.
     alt_descriptions:
-      nl: Cloud- of infrastructuurdienst.
-      de: Cloud- oder Infrastrukturdienst.
-      fr: Service cloud ou d'infrastructure.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Cloud- of infrastructuurdienst voor platformhosting en -implementatie.
+      de: Cloud- oder Infrastrukturdienst für Platform-Hosting und -Bereitstellung.
+      fr: Service cloud ou d'infrastructure pour l'hébergement et le déploiement de plateformes.
+      es: Servicio de nube o infraestructura para alojamiento y despliegue de plataformas.
+      ar: خدمة السحابة أو البنية التحتية لاستضافة ونشر المنصات.
+      id: Layanan cloud atau infrastruktur untuk hosting dan penyebaran platform.
+      zh: 用于平台托管和部署的云或基础设施服务。
     structured_aliases:
     - literal_form: infrastructuurdienst
       in_language: nl
@@ -548,31 +661,38 @@ classes:
       in_language: de
     - literal_form: service d'infrastructure
       in_language: fr
-    - literal_form: infrastructure service
+    - literal_form: servicio de infraestructura
       in_language: es
-    - literal_form: infrastructure service
+    - literal_form: خدمة البنية التحتية
       in_language: ar
-    - literal_form: infrastructure service
+    - literal_form: layanan infrastruktur
       in_language: id
-    - literal_form: infrastructure service
+    - literal_form: 基础设施服务
       in_language: zh
+    keywords:
+    - infrastructure
+    - cloud
+    - hosting
+    - deployment
+    - DevOps
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: AWS, Azure, GCP, Docker, Kubernetes
   CloudProvider:
     is_a: InfrastructureService
     class_uri: hc:CloudProvider
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Cloud infrastructure provider for computing resources and services.
     alt_descriptions:
-      nl: Cloudinfrastructuuraanbieder.
-      de: Cloud-Infrastrukturanbieter.
-      fr: Fournisseur d'infrastructure cloud.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Cloudinfrastructuuraanbieder voor computerbronnen en -diensten.
+      de: Cloud-Infrastrukturanbieter für Rechenressourcen und -dienste.
+      fr: Fournisseur d'infrastructure cloud pour les ressources et services informatiques.
+      es: Proveedor de infraestructura en la nube para recursos y servicios de computación.
+      ar: مزود البنية التحتية السحابية للموارد والخدمات الحوسبية.
+      id: Penyedia infrastruktur cloud untuk sumber daya dan layanan komputasi.
+      zh: 提供计算资源和服务的云基础设施提供商。
     structured_aliases:
     - literal_form: cloudprovider
       in_language: nl
@@ -580,31 +700,38 @@ classes:
       in_language: de
     - literal_form: fournisseur cloud
       in_language: fr
-    - literal_form: cloud provider
+    - literal_form: proveedor de nube
       in_language: es
-    - literal_form: cloud provider
+    - literal_form: مزود السحابة
       in_language: ar
-    - literal_form: cloud provider
+    - literal_form: penyedia cloud
       in_language: id
-    - literal_form: cloud provider
+    - literal_form: 云提供商
       in_language: zh
+    keywords:
+    - cloud
+    - provider
+    - IaaS
+    - computing
+    - resources
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: AWS, Azure, Google Cloud, DigitalOcean, Hetzner
   ContainerPlatform:
     is_a: InfrastructureService
     class_uri: hc:ContainerPlatform
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Container orchestration platform for application deployment.
     alt_descriptions:
-      nl: Container-orkestratieplatform.
-      de: Container-Orchestrierungsplattform.
-      fr: Plateforme d'orchestration de conteneurs.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Container-orkestratieplatform voor applicatie-implementatie.
+      de: Container-Orchestrierungsplattform für Anwendungsbereitstellung.
+      fr: Plateforme d'orchestration de conteneurs pour le déploiement d'applications.
+      es: Plataforma de orquestación de contenedores para despliegue de aplicaciones.
+      ar: منصة تنسيق الحاويات لنشر التطبيقات.
+      id: Platform orkestrasi kontainer untuk penyebaran aplikasi.
+      zh: 用于应用程序部署的容器编排平台。
     structured_aliases:
     - literal_form: containerplatform
       in_language: nl
@@ -612,31 +739,38 @@ classes:
       in_language: de
     - literal_form: plateforme de conteneurs
       in_language: fr
-    - literal_form: container platform
+    - literal_form: plataforma de contenedores
       in_language: es
-    - literal_form: container platform
+    - literal_form: منصة الحاويات
       in_language: ar
-    - literal_form: container platform
+    - literal_form: platform kontainer
       in_language: id
-    - literal_form: container platform
+    - literal_form: 容器平台
       in_language: zh
+    keywords:
+    - container
+    - Docker
+    - Kubernetes
+    - orchestration
+    - deployment
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: Docker, Kubernetes, Podman, Docker Swarm
   ContentManagementSystemType:
     is_a: TechnologicalInfrastructureType
     class_uri: hc:ContentManagementSystemType
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Web content management system for digital publishing.
     alt_descriptions:
-      nl: Webcontentbeheersysteem.
-      de: Web-Content-Management-System.
-      fr: Système de gestion de contenu web.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Webcontentbeheersysteem voor digitale publicatie.
+      de: Web-Content-Management-System für digitale Veröffentlichung.
+      fr: Système de gestion de contenu web pour la publication numérique.
+      es: Sistema de gestión de contenido web para publicación digital.
+      ar: نظام إدارة محتوى الويب للنشر الرقمي.
+      id: Sistem manajemen konten web untuk penerbitan digital.
+      zh: 用于数字发布的Web内容管理系统。
     structured_aliases:
     - literal_form: contentbeheersysteem
       in_language: nl
@@ -644,31 +778,38 @@ classes:
       in_language: de
     - literal_form: système de gestion de contenu
       in_language: fr
-    - literal_form: content management system type
+    - literal_form: sistema de gestión de contenido
       in_language: es
-    - literal_form: content management system type
+    - literal_form: نظام إدارة المحتوى
       in_language: ar
-    - literal_form: content management system type
+    - literal_form: sistem manajemen konten
       in_language: id
-    - literal_form: content management system type
+    - literal_form: 内容管理系统
       in_language: zh
+    keywords:
+    - CMS
+    - content management
+    - publishing
+    - website
+    - editorial
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: WordPress, Drupal, Typo3, Omeka
   DigitalRepositorySystem:
     is_a: TechnologicalInfrastructureType
     class_uri: hc:DigitalRepositorySystem
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Digital repository or preservation system for heritage collections.
     alt_descriptions:
-      nl: Digitaal repository of preservatiesysteem.
-      de: Digitales Repository oder Erhaltungssystem.
-      fr: Référentiel numérique ou système de préservation.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Digitaal repository of preservatiesysteem voor erfgoedcollecties.
+      de: Digitales Repository oder Erhaltungssystem für Heritage-Sammlungen.
+      fr: Référentiel numérique ou système de préservation pour les collections patrimoniales.
+      es: Repositorio digital o sistema de preservación para colecciones patrimoniales.
+      ar: مستودع رقمي أو نظام حفظ للمجموعات التراثية.
+      id: Repositori digital atau sistem preservasi untuk koleksi warisan.
+      zh: 用于遗产收藏的数字存储库或保存系统。
     structured_aliases:
     - literal_form: digitaal repository
       in_language: nl
@@ -676,33 +817,40 @@ classes:
       in_language: de
     - literal_form: référentiel numérique
       in_language: fr
-    - literal_form: digital repository system
+    - literal_form: repositorio digital
       in_language: es
-    - literal_form: digital repository system
+    - literal_form: مستودع رقمي
       in_language: ar
-    - literal_form: digital repository system
+    - literal_form: repositori digital
       in_language: id
-    - literal_form: digital repository system
+    - literal_form: 数字存储库
       in_language: zh
+    keywords:
+    - repository
+    - digital preservation
+    - collections
+    - archival
+    - Fedora
     annotations:
       heritage_relevance: Primary system type for heritage digital platforms
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: Fedora Commons, DSpace, Islandora, Archivematica
   DiscoveryLayer:
     is_a: TechnologicalInfrastructureType
     class_uri: hc:DiscoveryLayer
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Discovery interface for searching and browsing digital collections.
     alt_descriptions:
-      nl: Ontdekkingsinterface voor digitale collecties.
-      de: Discovery-Schnittstelle für digitale Sammlungen.
-      fr: Interface de découverte pour les collections numériques.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Ontdekkingsinterface voor zoeken en bladeren door digitale collecties.
+      de: Discovery-Schnittstelle für Suche und Browsing digitaler Sammlungen.
+      fr: Interface de découverte pour la recherche et la navigation dans les collections numériques.
+      es: Interfaz de descubrimiento para búsqueda y navegación de colecciones digitales.
+      ar: واجهة الاكتشاف للبحث وتصفح المجموعات الرقمية.
+      id: Antarmuka penemuan untuk mencari dan menelusuri koleksi digital.
+      zh: 用于搜索和浏览数字收藏的发现界面。
     structured_aliases:
     - literal_form: ontdekkingslaag
       in_language: nl
@@ -710,31 +858,38 @@ classes:
       in_language: de
     - literal_form: couche de découverte
       in_language: fr
-    - literal_form: discovery layer
+    - literal_form: capa de descubrimiento
       in_language: es
-    - literal_form: discovery layer
+    - literal_form: طبقة الاكتشاف
       in_language: ar
-    - literal_form: discovery layer
+    - literal_form: lapisan penemuan
       in_language: id
-    - literal_form: discovery layer
+    - literal_form: 发现层
       in_language: zh
+    keywords:
+    - discovery
+    - search
+    - interface
+    - catalog
+    - Blacklight
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: Blacklight, VuFind, Primo, Summon
   IngestionFramework:
     is_a: TechnologicalInfrastructureType
     class_uri: hc:IngestionFramework
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Data ingestion and ETL framework for processing pipelines.
     alt_descriptions:
-      nl: Gegevensinname- en ETL-framework.
-      de: Datenerfassungs- und ETL-Framework.
-      fr: Framework d'ingestion de données et ETL.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      nl: Gegevensinname- en ETL-framework voor verwerkingspijplijnen.
+      de: Datenerfassungs- und ETL-Framework für Verarbeitungspipelines.
+      fr: Framework d'ingestion de données et ETL pour les pipelines de traitement.
+      es: Framework de ingestión de datos y ETL para pipelines de procesamiento.
+      ar: إطار عمل استيعاب البيانات و ETL لخطوط معالجة البيانات.
+      id: Framework injeksi data dan ETL untuk pipeline pemrosesan.
+      zh: 用于处理管道的数据摄取和ETL框架。
     structured_aliases:
     - literal_form: inname-framework
       in_language: nl
@@ -742,16 +897,23 @@ classes:
       in_language: de
     - literal_form: framework d'ingestion
       in_language: fr
-    - literal_form: ingestion framework
+    - literal_form: framework de ingestión
       in_language: es
-    - literal_form: ingestion framework
+    - literal_form: إطار عمل الاستيعاب
       in_language: ar
-    - literal_form: ingestion framework
+    - literal_form: framework injeksi
       in_language: id
-    - literal_form: ingestion framework
+    - literal_form: 摄取框架
       in_language: zh
+    keywords:
+    - ingestion
+    - ETL
+    - pipeline
+    - data processing
+    - Airflow
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
     comments:
     - Examples: Apache Airflow, Metis, Luigi, Prefect
 comments:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TelevisionArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TelevisionArchiveRecordSetType.yaml
index 6578b0907d..fa78448d2f 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TelevisionArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TelevisionArchiveRecordSetType.yaml
@@ -19,30 +19,45 @@ classes:
       nl: Een recordsettype voor het classificeren van collecties van televisieprogramma's, opnamen en uitzendingsmaterialen.
       de: Ein Datensatztyp zur Klassifizierung von Sammlungen von Fernsehprogrammen, Aufnahmen und Sendematerialien.
       fr: Un type de jeu d'enregistrements pour classer les collections de programmes télévisés, d'enregistrements et de matériaux de diffusion.
-      es: 'Concepto para: Category for archival holdings of broadcast programs, recordings, and transmission materials.'
-      ar: 'مفهوم لـ: Category for archival holdings of broadcast programs, recordings, and transmission materials.'
-      id: 'Konsep untuk: Category for archival holdings of broadcast programs, recordings, and transmission materials.'
-      zh: 用于以下内容的概念：Category for archival holdings of broadcast programs, recordings, and transmission materials.
+      es: Tipo de conjunto de registros para clasificar colecciones de programas de televisión, grabaciones y materiales de emisión.
+      ar: نوع مجموعة سجلات لتصنيف مجموعات البرامج التلفزيونية والتسجيلات ومواد البث.
+      id: Tipe set rekaman untuk mengklasifikasikan koleksi program televisi, rekaman, dan materi siaran.
+      zh: 用于分类电视节目、录音与广播材料馆藏的记录集类型。
     structured_aliases:
-    - literal_form: televisiearchief recordsettype
+    - literal_form: televisiearchief-recordsettype
+      predicate: EXACT_SYNONYM
       in_language: nl
-    - literal_form: Fernseharchiv-Datensatztyp
+    - literal_form: Fernseharchiv-Bestandstyp
+      predicate: EXACT_SYNONYM
       in_language: de
-    - literal_form: type de jeu d'enregistrements d'archives télévisuelles
+    - literal_form: type de fonds d'archives télévisuelles
+      predicate: EXACT_SYNONYM
       in_language: fr
-    - literal_form: television archive record type
+    - literal_form: tipo de fondo de archivo televisivo
+      predicate: EXACT_SYNONYM
       in_language: es
-    - literal_form: television archive record type
+    - literal_form: نوع أرشيف البث التلفزيوني
+      predicate: EXACT_SYNONYM
       in_language: ar
-    - literal_form: television archive record type
+    - literal_form: tipe arsip siaran televisi
+      predicate: EXACT_SYNONYM
       in_language: id
-    - literal_form: television archive record type
+    - literal_form: 电视广播档案类型
+      predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - television archive
+    - broadcast materials
+    - TV recordings
+    - transmission archives
+    - audiovisual heritage
+    - broadcast programming
     is_a: CollectionType
     class_uri: rico:RecordSetType
     broad_mappings:
     - rico:RecordSetType
     - skos:Concept
+    - crm:E55_Type
     close_mappings:
     - wd:Q109326243
     slot_usage:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TextTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TextTypes.yaml
index adcdd8b548..70da3ac981 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TextTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TextTypes.yaml
@@ -25,10 +25,10 @@ classes:
       nl: Opening of sluitende titeltekst weergegeven als een volledig schermkaart.
       de: Eröffnungs- oder Abspanntitel, der als Vollbildkarte angezeigt wird.
       fr: Titre d'ouverture ou de fermeture affiché en plein écran.
-      es: 'Concepto para: Opening or closing content displayed as a full-screen in video productions.'
-      ar: 'مفهوم لـ: Opening or closing content displayed as a full-screen in video productions.'
-      id: 'Konsep untuk: Opening or closing content displayed as a full-screen in video productions.'
-      zh: 用于以下内容的概念：Opening or closing content displayed as a full-screen in video productions.
+      es: Título de apertura o cierre mostrado como tarjeta de pantalla completa.
+      ar: محتوى الافتتاح أو الخاتمة المعروض كبطاقة ملء الشاشة.
+      id: Konten pembuka atau penutup yang ditampilkan sebagai kartu layar penuh.
+      zh: 在视频制作中以全屏卡片形式显示的开场或结束内容。
     structured_aliases:
     - literal_form: titelkaarttekst
       in_language: nl
@@ -36,14 +36,20 @@ classes:
       in_language: de
     - literal_form: texte de carte de titre
       in_language: fr
-    - literal_form: title card text
+    - literal_form: texto de tarjeta de título
       in_language: es
-    - literal_form: title card text
+    - literal_form: نص بطاقة العنوان
       in_language: ar
-    - literal_form: title card text
+    - literal_form: teks kartu judul
       in_language: id
-    - literal_form: title card text
+    - literal_form: 标题卡文本
       in_language: zh
+    keywords:
+    - title card
+    - opening
+    - closing
+    - full-screen
+    - video
     slots:
     - identified_by
     - has_label
@@ -61,6 +67,8 @@ classes:
       specificity_rationale: Specific to video OCR annotation domain.
       custodian_types: '[''*'']'
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -71,15 +79,15 @@ classes:
     is_a: TextType
     class_uri: hc:LowerThirdText
     description: >-
-      Name or title overlay displayed in of frame.
+      Name or title overlay displayed in lower portion of frame.
     alt_descriptions:
       nl: Naam of titeloverlay weergegeven in het onderste derde van het frame.
       de: Namens- oder Titeloverlay im unteren Drittel des Bildes.
       fr: Superposition de nom ou de titre affichée dans le tiers inférieur de l'image.
-      es: 'Concepto para: Name or title overlay displayed in of frame.'
-      ar: 'مفهوم لـ: Name or title overlay displayed in of frame.'
-      id: 'Konsep untuk: Name or title overlay displayed in of frame.'
-      zh: 用于以下内容的概念：Name or title overlay displayed in of frame.
+      es: Superposición de nombre o título mostrada en el tercio inferior del encuadre.
+      ar: تراكب الاسم أو العنوان المعروض في الثلث السفلي من الإطار.
+      id: Hamparan nama atau judul yang ditampilkan di sepertiga bawah bingkai.
+      zh: 显示在画面下三分之一处的姓名或标题叠加层。
     structured_aliases:
     - literal_form: onderderdetekst
       in_language: nl
@@ -87,14 +95,20 @@ classes:
       in_language: de
     - literal_form: texte de tiers inférieur
       in_language: fr
-    - literal_form: lower third text
+    - literal_form: texto de tercio inferior
       in_language: es
-    - literal_form: lower third text
+    - literal_form: نص الثلث السفلي
       in_language: ar
-    - literal_form: lower third text
+    - literal_form: teks sepertiga bawah
       in_language: id
-    - literal_form: lower third text
+    - literal_form: 下三分之一文本
       in_language: zh
+    keywords:
+    - lower third
+    - name overlay
+    - title overlay
+    - identification
+    - speaker
     slots:
     - identified_by
     - has_label
@@ -111,6 +125,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -121,15 +137,15 @@ classes:
     is_a: TextType
     class_uri: hc:SubtitleText
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Burned-in subtitles or captions embedded directly in video frames.
     alt_descriptions:
       nl: Ingebrande ondertitels of bijschriften.
       de: Eingebrannte Untertitel oder Bildunterschriften.
       fr: Sous-titres ou légendes incrustés.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      es: Subtítulos o leyendas incrustados en el video.
+      ar: ترجمات أو تعليقات مدمجة في الفيديو.
+      id: Subtitel atau keterangan yang tersemat dalam video.
+      zh: 嵌入视频帧中的硬字幕或说明文字。
     structured_aliases:
     - literal_form: ondertiteltekst
       in_language: nl
@@ -137,14 +153,20 @@ classes:
       in_language: de
     - literal_form: texte de sous-titre
       in_language: fr
-    - literal_form: subtitle text
+    - literal_form: texto de subtítulo
       in_language: es
-    - literal_form: subtitle text
+    - literal_form: نص الترجمة
       in_language: ar
-    - literal_form: subtitle text
+    - literal_form: teks subtitel
       in_language: id
-    - literal_form: subtitle text
+    - literal_form: 字幕文本
       in_language: zh
+    keywords:
+    - subtitle
+    - caption
+    - burned-in
+    - translation
+    - embedded
     slots:
     - identified_by
     - has_label
@@ -161,6 +183,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -177,10 +201,10 @@ classes:
       nl: Fysieke borden zichtbaar in de scène.
       de: Physische Schilder, die in der Szene sichtbar sind.
       fr: Panneaux physiques visibles dans la scène.
-      es: 'Concepto para: Physical signs visible in the scene.'
-      ar: 'مفهوم لـ: Physical signs visible in the scene.'
-      id: 'Konsep untuk: Physical signs visible in the scene.'
-      zh: 用于以下内容的概念：Physical signs visible in the scene.
+      es: Letreros físicos visibles en la escena.
+      ar: لافتات مادية مرئية في المشهد.
+      id: Tanda fisik yang terlihat dalam adegan.
+      zh: 场景中可见的实体标牌。
     structured_aliases:
     - literal_form: bordtekst
       in_language: nl
@@ -188,14 +212,20 @@ classes:
       in_language: de
     - literal_form: texte de panneau
       in_language: fr
-    - literal_form: sign text
+    - literal_form: texto de letrero
       in_language: es
-    - literal_form: sign text
+    - literal_form: نص اللافتة
       in_language: ar
-    - literal_form: sign text
+    - literal_form: teks tanda
       in_language: id
-    - literal_form: sign text
+    - literal_form: 标牌文本
       in_language: zh
+    keywords:
+    - sign
+    - wayfinding
+    - labeling
+    - public instruction
+    - physical
     slots:
     - identified_by
     - has_label
@@ -212,6 +242,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -223,15 +255,15 @@ classes:
     is_a: TextType
     class_uri: hc:LabelText
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Object labels, wall text, and interpretive panels in heritage institution settings.
     alt_descriptions:
       nl: Museum- of tentoonstellingslabels.
       de: Museums- oder Aussetzungschilder.
       fr: Labels de musée ou d'exposition.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      es: Etiquetas de museo o exposición.
+      ar: ملصقات المتحف أو المعرض.
+      id: Label museum atau pameran.
+      zh: 博物馆或展览标签。
     structured_aliases:
     - literal_form: labeltekst
       in_language: nl
@@ -239,14 +271,20 @@ classes:
       in_language: de
     - literal_form: texte d'étiquette
       in_language: fr
-    - literal_form: label text
+    - literal_form: texto de etiqueta
       in_language: es
-    - literal_form: label text
+    - literal_form: نص الملصق
       in_language: ar
-    - literal_form: label text
+    - literal_form: teks label
       in_language: id
-    - literal_form: label text
+    - literal_form: 标签文本
       in_language: zh
+    keywords:
+    - label
+    - museum
+    - exhibition
+    - wall text
+    - interpretive
     slots:
     - identified_by
     - has_label
@@ -263,6 +301,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -274,15 +314,15 @@ classes:
     is_a: TextType
     class_uri: hc:DocumentText
     description: >-
-      Visible writing primarily intended for formal communication, recordkeeping, or evidentiary use.
+      Printed or typeset content from documents, books, or manuscripts displayed on screen.
     alt_descriptions:
       nl: Tekst uit documenten, boeken of manuscripten getoond in video.
       de: Text aus Dokumenten, Büchern oder Manuskripten im Video.
       fr: Texte de documents, livres ou manuscrits montrés dans la vidéo.
-      es: 'Concepto para: Printed or typeset content from documents, books, or manuscripts displayed on screen.'
-      ar: 'مفهوم لـ: Printed or typeset content from documents, books, or manuscripts displayed on screen.'
-      id: 'Konsep untuk: Printed or typeset content from documents, books, or manuscripts displayed on screen.'
-      zh: 用于以下内容的概念：Printed or typeset content from documents, books, or manuscripts displayed on screen.
+      es: Texto de documentos, libros o manuscritos mostrados en video.
+      ar: نص من وثائق أو كتب أو مخطوطات معروضة في الفيديو.
+      id: Teks dari dokumen, buku, atau manuskrip yang ditampilkan di video.
+      zh: 在屏幕上显示的来自文档、书籍或手稿的印刷或排版内容。
     structured_aliases:
     - literal_form: documenttekst
       in_language: nl
@@ -290,14 +330,20 @@ classes:
       in_language: de
     - literal_form: texte de document
       in_language: fr
-    - literal_form: document text
+    - literal_form: texto de documento
       in_language: es
-    - literal_form: document text
+    - literal_form: نص الوثيقة
       in_language: ar
-    - literal_form: document text
+    - literal_form: teks dokumen
       in_language: id
-    - literal_form: document text
+    - literal_form: 文档文本
       in_language: zh
+    keywords:
+    - document
+    - printed
+    - typeset
+    - book
+    - manuscript
     slots:
     - identified_by
     - has_label
@@ -314,6 +360,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -324,15 +372,15 @@ classes:
     is_a: TextType
     class_uri: hc:HandwrittenText
     description: >-
-      content including manuscripts, notes, and signatures requiring HTR processing.
+      Manuscript content including manuscripts, notes, and signatures requiring HTR processing.
     alt_descriptions:
       nl: Handgeschreven tekst (manuscripten, notities, handtekeningen).
       de: Handschriftlicher Text (Manuskripte, Notizen, Unterschriften).
       fr: Texte manuscrit (manuscrits, notes, signatures).
-      es: 'Concepto para: content including manuscripts, notes, and signatures requiring HTR processing.'
-      ar: 'مفهوم لـ: content including manuscripts, notes, and signatures requiring HTR processing.'
-      id: 'Konsep untuk: content including manuscripts, notes, and signatures requiring HTR processing.'
-      zh: 用于以下内容的概念：content including manuscripts, notes, and signatures requiring HTR processing.
+      es: Texto manuscrito (manuscritos, notas, firmas).
+      ar: نص مكتوب بخط اليد (مخطوطات، ملاحظات، توقيعات).
+      id: Teks tulisan tangan (naskah, catatan, tanda tangan).
+      zh: 手写文本（手稿、笔记、签名）。
     structured_aliases:
     - literal_form: handgeschreventekst
       in_language: nl
@@ -340,14 +388,20 @@ classes:
       in_language: de
     - literal_form: texte manuscrit
       in_language: fr
-    - literal_form: handwritten text
+    - literal_form: texto manuscrito
       in_language: es
-    - literal_form: handwritten text
+    - literal_form: نص مكتوب بخط اليد
       in_language: ar
-    - literal_form: handwritten text
+    - literal_form: teks tulisan tangan
       in_language: id
-    - literal_form: handwritten text
+    - literal_form: 手写文本
       in_language: zh
+    keywords:
+    - handwritten
+    - manuscript
+    - HTR
+    - signature
+    - cursive
     slots:
     - identified_by
     - has_label
@@ -364,6 +418,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -375,15 +431,15 @@ classes:
     is_a: TextType
     class_uri: hc:GraphicText
     description: >-
-      Visible writing integrated into designed visual compositions for communicative impact.
+      Labels, annotations, and captions within infographics, charts, diagrams, and data visualizations.
     alt_descriptions:
       nl: Infografiek-, grafiek- of gegevensvisualisatietekst.
       de: Infografik-, Diagramm- oder Datenvisualisierungstext.
       fr: Texte d'infographie, de graphique ou de visualisation de données.
-      es: 'Concepto para: Labels, annotations, and captions within infographics, charts, diagrams, and data visualizations.'
-      ar: 'مفهوم لـ: Labels, annotations, and captions within infographics, charts, diagrams, and data visualizations.'
-      id: 'Konsep untuk: Labels, annotations, and captions within infographics, charts, diagrams, and data visualizations.'
-      zh: 用于以下内容的概念：Labels, annotations, and captions within infographics, charts, diagrams, and data visualizations.
+      es: Texto de infografía, gráfico o visualización de datos.
+      ar: نص الرسوم البيانية أو إنفوجرافيك أو تصور البيانات.
+      id: Teks infografis, bagan, atau visualisasi data.
+      zh: 信息图表、图表或数据可视化中的标签、注释和说明文字。
     structured_aliases:
     - literal_form: grafischetekst
       in_language: nl
@@ -391,14 +447,20 @@ classes:
       in_language: de
     - literal_form: texte graphique
       in_language: fr
-    - literal_form: graphic text
+    - literal_form: texto gráfico
       in_language: es
-    - literal_form: graphic text
+    - literal_form: نص رسومي
       in_language: ar
-    - literal_form: graphic text
+    - literal_form: teks grafis
       in_language: id
-    - literal_form: graphic text
+    - literal_form: 图形文本
       in_language: zh
+    keywords:
+    - graphic
+    - infographic
+    - chart
+    - diagram
+    - data visualization
     slots:
     - identified_by
     - has_label
@@ -415,6 +477,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -430,10 +494,10 @@ classes:
       nl: Videowatermerk, logo of auteursrechttekst.
       de: Video-Wasserzeichen, Logo oder Urheberrechtstext.
       fr: Filigrane vidéo, logo ou texte de droit d'auteur.
-      es: 'Concepto para: Persistent overlay indicating ownership, branding, or copyright throughout video content.'
-      ar: 'مفهوم لـ: Persistent overlay indicating ownership, branding, or copyright throughout video content.'
-      id: 'Konsep untuk: Persistent overlay indicating ownership, branding, or copyright throughout video content.'
-      zh: 用于以下内容的概念：Persistent overlay indicating ownership, branding, or copyright throughout video content.
+      es: Marca de agua de video, logotipo o texto de derechos de autor.
+      ar: علامة مائية للفيديو أو شعار أو نص حقوق النشر.
+      id: Watermark video, logo, atau teks hak cipta.
+      zh: 视频水印、标志或版权文本。
     structured_aliases:
     - literal_form: watermerktekst
       in_language: nl
@@ -441,14 +505,20 @@ classes:
       in_language: de
     - literal_form: texte de filigrane
       in_language: fr
-    - literal_form: watermark text
+    - literal_form: texto de marca de agua
       in_language: es
-    - literal_form: watermark text
+    - literal_form: نص العلامة المائية
       in_language: ar
-    - literal_form: watermark text
+    - literal_form: teks watermark
       in_language: id
-    - literal_form: watermark text
+    - literal_form: 水印文本
       in_language: zh
+    keywords:
+    - watermark
+    - branding
+    - copyright
+    - ownership
+    - overlay
     slots:
     - identified_by
     - has_label
@@ -465,6 +535,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -475,15 +547,15 @@ classes:
     is_a: TextType
     class_uri: hc:UrlText
     description: >-
-      Controlled concept used for classification and documentation in heritage data models.
+      Web addresses shown on screen, often at the end of videos or during calls-to-action.
     alt_descriptions:
       nl: Website-URL-weergave.
       de: Website-URL-Anzeige.
       fr: Affichage d'URL de site web.
-      es: 'Concepto para: Controlled concept used for classification and documentation in heritage data models.'
-      ar: 'مفهوم لـ: Controlled concept used for classification and documentation in heritage data models.'
-      id: 'Konsep untuk: Controlled concept used for classification and documentation in heritage data models.'
-      zh: 用于以下内容的概念：Controlled concept used for classification and documentation in heritage data models.
+      es: Visualización de URL de sitio web.
+      ar: عرض عنوان URL للموقع الإلكتروني.
+      id: Tampilan URL situs web.
+      zh: 网站网址显示。
     structured_aliases:
     - literal_form: url-tekst
       in_language: nl
@@ -491,14 +563,20 @@ classes:
       in_language: de
     - literal_form: texte URL
       in_language: fr
-    - literal_form: text
+    - literal_form: texto URL
       in_language: es
-    - literal_form: text
+    - literal_form: نص URL
       in_language: ar
-    - literal_form: text
+    - literal_form: teks URL
       in_language: id
-    - literal_form: text
+    - literal_form: 网址文本
       in_language: zh
+    keywords:
+    - URL
+    - web address
+    - website
+    - link
+    - call-to-action
     slots:
     - identified_by
     - has_label
@@ -515,6 +593,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -525,15 +605,15 @@ classes:
     is_a: TextType
     class_uri: hc:CreditsText
     description: >-
-      End, acknowledgments, and attribution information typically appearing at video conclusion.
+      End credits, acknowledgments, and attribution information typically appearing at video conclusion.
     alt_descriptions:
       nl: Credits of attributietekst.
       de: Credits- oder Zuschreibungstext.
       fr: Texte de crédits ou d'attribution.
-      es: 'Concepto para: End, acknowledgments, and attribution information typically appearing at video conclusion.'
-      ar: 'مفهوم لـ: End, acknowledgments, and attribution information typically appearing at video conclusion.'
-      id: 'Konsep untuk: End, acknowledgments, and attribution information typically appearing at video conclusion.'
-      zh: 用于以下内容的概念：End, acknowledgments, and attribution information typically appearing at video conclusion.
+      es: Texto de créditos o atribución.
+      ar: نص الاعتمادات أو الإسناد.
+      id: Teks kredit atau atribusi.
+      zh: 片尾字幕、致谢和归属信息文本。
     structured_aliases:
     - literal_form: creditstekst
       in_language: nl
@@ -541,14 +621,20 @@ classes:
       in_language: de
     - literal_form: texte de crédits
       in_language: fr
-    - literal_form: credits text
+    - literal_form: texto de créditos
       in_language: es
-    - literal_form: credits text
+    - literal_form: نص الاعتمادات
       in_language: ar
-    - literal_form: credits text
+    - literal_form: teks kredit
       in_language: id
-    - literal_form: credits text
+    - literal_form: 演职员表文本
       in_language: zh
+    keywords:
+    - credits
+    - acknowledgments
+    - attribution
+    - end credits
+    - contributors
     slots:
     - identified_by
     - has_label
@@ -565,6 +651,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
@@ -580,10 +668,10 @@ classes:
       nl: Ander of ongeclassificeerd teksttype.
       de: Anderer oder unklassifizierter Texttyp.
       fr: Autre type de texte non classé.
-      es: 'Concepto para: Catch-all category for on-screen content that does not fit standard classification categories.'
-      ar: 'مفهوم لـ: Catch-all category for on-screen content that does not fit standard classification categories.'
-      id: 'Konsep untuk: Catch-all category for on-screen content that does not fit standard classification categories.'
-      zh: 用于以下内容的概念：Catch-all category for on-screen content that does not fit standard classification categories.
+      es: Otro tipo de texto sin clasificar.
+      ar: نوع نص آخر غير مصنف.
+      id: Jenis teks lain yang tidak terklasifikasi.
+      zh: 不符合标准分类类别的屏幕文本的统称类别。
     structured_aliases:
     - literal_form: overigetekst
       in_language: nl
@@ -591,14 +679,20 @@ classes:
       in_language: de
     - literal_form: autre texte
       in_language: fr
-    - literal_form: other text
+    - literal_form: otro texto
       in_language: es
-    - literal_form: other text
+    - literal_form: نص آخر
       in_language: ar
-    - literal_form: other text
+    - literal_form: teks lain
       in_language: id
-    - literal_form: other text
+    - literal_form: 其他文本
       in_language: zh
+    keywords:
+    - other
+    - unclassified
+    - catch-all
+    - miscellaneous
+    - unknown
     slots:
     - identified_by
     - has_label
@@ -615,6 +709,8 @@ classes:
       specificity_score: '0.85'
       specificity_rationale: Specific to video OCR annotation domain.
     broad_mappings:
+    - skos:Concept
+    - crm:E55_Type
     - schema:Text
     - crm:E33_Linguistic_Object
     comments:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/ThreatTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/ThreatTypes.yaml
index ef14d35b44..8a6e5fef4e 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/ThreatTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/ThreatTypes.yaml
@@ -22,13 +22,13 @@ classes:
     description: >-
       Urban development and modernization disrupting traditional practices and physical heritage sites.
     alt_descriptions:
-      nl: Stedelijke ontwikkeling en modernisering die traditionele praktijken verstoren.
-      de: Stadtentwicklung und Modernisierung, die traditionelle Praktiken stören.
-      fr: Développement urbain et modernisation perturbant les pratiques traditionnelles.
-      es: 'Concepto para: Urban development and modernization disrupting traditional practices and physical heritage sites.'
-      ar: 'مفهوم لـ: Urban development and modernization disrupting traditional practices and physical heritage sites.'
-      id: 'Konsep untuk: Urban development and modernization disrupting traditional practices and physical heritage sites.'
-      zh: 用于以下内容的概念：Urban development and modernization disrupting traditional practices and physical heritage sites.
+      nl: Stedelijke ontwikkeling en modernisering die traditionele praktijken en fysieke erfgoedsites verstoren.
+      de: Stadtentwicklung und Modernisierung, die traditionelle Praktiken und physische Erbestätten stören.
+      fr: Développement urbain et modernisation perturbant les pratiques traditionnelles et les sites patrimoniaux physiques.
+      es: Desarrollo urbano y modernización que interrumpen prácticas tradicionales y sitios patrimoniales físicos.
+      ar: التنمية الحضرية والتحديث اللذان يعطلان الممارسات التقليدية ومواقع التراث المادي.
+      id: Pembangunan perkotaan dan modernisasi yang mengganggu praktik tradisional dan situs warisan fisik.
+      zh: 城市发展和现代化打乱传统做法和物质遗产遗址。
     structured_aliases:
     - literal_form: verstedelijking
       in_language: nl
@@ -36,14 +36,20 @@ classes:
       in_language: de
     - literal_form: urbanisation
       in_language: fr
-    - literal_form: urbanization threat
+    - literal_form: urbanización
       in_language: es
-    - literal_form: urbanization threat
+    - literal_form: تحضر
       in_language: ar
-    - literal_form: urbanization threat
+    - literal_form: urbanisasi
       in_language: id
-    - literal_form: urbanization threat
+    - literal_form: 城市化
       in_language: zh
+    keywords:
+    - urbanization
+    - development
+    - modernization
+    - disruption
+    - physical heritage
     annotations:
       specificity_score: 0.1
       specificity_rationale: Generic utility class/slot created during migration
@@ -51,19 +57,20 @@ classes:
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   GlobalizationThreat:
     is_a: ThreatType
     class_uri: hc:GlobalizationThreat
     description: >-
       Global integration and cultural homogenization eroding local traditions and practices.
     alt_descriptions:
-      nl: Wereldwijde integratie en culturele homogenisering die lokale tradities aantasten.
-      de: Globale Integration und kulturelle Homogenisierung, die lokale Traditionen untergraben.
-      fr: Intégration mondiale et homogénéisation culturelle érodant les traditions locales.
-      es: 'Concepto para: Global integration and cultural homogenization eroding local traditions and practices.'
-      ar: 'مفهوم لـ: Global integration and cultural homogenization eroding local traditions and practices.'
-      id: 'Konsep untuk: Global integration and cultural homogenization eroding local traditions and practices.'
-      zh: 用于以下内容的概念：Global integration and cultural homogenization eroding local traditions and practices.
+      nl: Wereldwijde integratie en culturele homogenisering die lokale tradities en praktijken aantasten.
+      de: Globale Integration und kulturelle Homogenisierung, die lokale Traditionen und Praktiken untergraben.
+      fr: Intégration mondiale et homogénéisation culturelle érodant les traditions et pratiques locales.
+      es: Integración global y homogeneización cultural que erosionan tradiciones y prácticas locales.
+      ar: التكامل العالمي والتجانس الثقافي اللذان يقوضان التقاليد والممارسات المحلية.
+      id: Integrasi global dan homogenisasi budaya yang mengikis tradisi dan praktik lokal.
+      zh: 全球一体化和文化同质化侵蚀地方传统和做法。
     structured_aliases:
     - literal_form: globalisering
       in_language: nl
@@ -71,32 +78,39 @@ classes:
       in_language: de
     - literal_form: mondialisation
       in_language: fr
-    - literal_form: globalization threat
+    - literal_form: globalización
       in_language: es
-    - literal_form: globalization threat
+    - literal_form: عولمة
       in_language: ar
-    - literal_form: globalization threat
+    - literal_form: globalisasi
       in_language: id
-    - literal_form: globalization threat
+    - literal_form: 全球化
       in_language: zh
+    keywords:
+    - globalization
+    - cultural homogenization
+    - local traditions
+    - erosion
+    - integration
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   EconomicPressureThreat:
     is_a: ThreatType
     class_uri: hc:EconomicPressureThreat
     description: >-
       Financial constraints and market forces affecting heritage authenticity and preservation.
     alt_descriptions:
-      nl: Financiële beperkingen en marktkrachten die de authenticiteit van erfgoed beïnvloeden.
-      de: Finanzielle Zwänge und Marktkräfte, die die Authentizität des Erbes beeinträchtigen.
-      fr: Contraintes financières et forces du marché affectant l'authenticité du patrimoine.
-      es: 'Concepto para: Financial constraints and market forces affecting heritage authenticity and preservation.'
-      ar: 'مفهوم لـ: Financial constraints and market forces affecting heritage authenticity and preservation.'
-      id: 'Konsep untuk: Financial constraints and market forces affecting heritage authenticity and preservation.'
-      zh: 用于以下内容的概念：Financial constraints and market forces affecting heritage authenticity and preservation.
+      nl: Financiële beperkingen en marktkrachten die de authenticiteit en behoud van erfgoed beïnvloeden.
+      de: Finanzielle Zwänge und Marktkräfte, die die Authentizität und Erhaltung des Erbes beeinträchtigen.
+      fr: Contraintes financières et forces du marché affectant l'authenticité et la préservation du patrimoine.
+      es: Restricciones financieras y fuerzas del mercado que afectan la autenticidad y preservación del patrimonio.
+      ar: القيود المالية وقوى السوق التي تؤثر على أصالة التراث والحفاظ عليه.
+      id: Kendala keuangan dan kekuatan pasar yang memengaruhi keaslian dan pelestarian warisan.
+      zh: 影响遗产真实性和保护的财政限制和市场力量。
     structured_aliases:
     - literal_form: economische druk
       in_language: nl
@@ -104,19 +118,26 @@ classes:
       in_language: de
     - literal_form: pression économique
       in_language: fr
-    - literal_form: economic pressure threat
+    - literal_form: presión económica
       in_language: es
-    - literal_form: economic pressure threat
+    - literal_form: ضغط اقتصادي
       in_language: ar
-    - literal_form: economic pressure threat
+    - literal_form: tekanan ekonomi
       in_language: id
-    - literal_form: economic pressure threat
+    - literal_form: 经济压力
       in_language: zh
+    keywords:
+    - economic pressure
+    - financial constraints
+    - market forces
+    - authenticity
+    - preservation
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   PractitionerLossThreat:
     is_a: ThreatType
     class_uri: hc:PractitionerLossThreat
@@ -126,10 +147,10 @@ classes:
       nl: Afname van bekwame beoefenaars door veroudering, overlijden of loopbaanveranderingen.
       de: Rückgang qualifizierter Praktiker durch Alterung, Tod oder Karrierewechsel.
       fr: Diminution des praticiens qualifiés due au vieillissement, au décès ou aux changements de carrière.
-      es: 'Concepto para: Diminution of skilled practitioners due to aging, death, or career changes.'
-      ar: 'مفهوم لـ: Diminution of skilled practitioners due to aging, death, or career changes.'
-      id: 'Konsep untuk: Diminution of skilled practitioners due to aging, death, or career changes.'
-      zh: 用于以下内容的概念：Diminution of skilled practitioners due to aging, death, or career changes.
+      es: Disminución de practicantes calificados debido al envejecimiento, fallecimiento o cambios de carrera.
+      ar: تناقص الممارسين المهرة بسبب الشيخوخة أو الوفاة أو تغييرات المهنة.
+      id: Penurunan praktisi terampil karena penuaan, kematian, atau perubahan karier.
+      zh: 因老龄化、死亡或职业变更而导致熟练从业者减少。
     structured_aliases:
     - literal_form: verlies van beoefenaars
       in_language: nl
@@ -137,19 +158,26 @@ classes:
       in_language: de
     - literal_form: perte de praticiens
       in_language: fr
-    - literal_form: practitioner loss threat
+    - literal_form: pérdida de practicantes
       in_language: es
-    - literal_form: practitioner loss threat
+    - literal_form: فقدان الممارسين
       in_language: ar
-    - literal_form: practitioner loss threat
+    - literal_form: kehilangan praktisi
       in_language: id
-    - literal_form: practitioner loss threat
+    - literal_form: 从业者流失
       in_language: zh
+    keywords:
+    - practitioner loss
+    - skilled knowledge
+    - bearer communities
+    - aging
+    - knowledge carriers
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   TransmissionGapThreat:
     is_a: ThreatType
     class_uri: hc:TransmissionGapThreat
@@ -159,10 +187,10 @@ classes:
       nl: Onderbreking van de overdracht van kennis en vaardigheden aan jongere generaties.
       de: Unterbrechung der Weitergabe von Wissen und Fähigkeiten an jüngere Generationen.
       fr: Interruption de la transmission des connaissances et compétences aux jeunes générations.
-      es: 'Concepto para: Interruption in knowledge and skill transfer to younger generations.'
-      ar: 'مفهوم لـ: Interruption in knowledge and skill transfer to younger generations.'
-      id: 'Konsep untuk: Interruption in knowledge and skill transfer to younger generations.'
-      zh: 用于以下内容的概念：Interruption in knowledge and skill transfer to younger generations.
+      es: Interrupción en la transferencia de conocimientos y habilidades a las generaciones más jóvenes.
+      ar: انقطاع نقل المعرفة والمهارات إلى الأجيال الشابة.
+      id: Terputusnya transfer pengetahuan dan keterampilan ke generasi muda.
+      zh: 向年轻一代传授知识和技能的中断。
     structured_aliases:
     - literal_form: overdrachtshiaat
       in_language: nl
@@ -170,19 +198,26 @@ classes:
       in_language: de
     - literal_form: rupture de transmission
       in_language: fr
-    - literal_form: transmission threat
+    - literal_form: brecha de transmisión
       in_language: es
-    - literal_form: transmission threat
+    - literal_form: فجوة النقل
       in_language: ar
-    - literal_form: transmission threat
+    - literal_form: kesenjangan transmisi
       in_language: id
-    - literal_form: transmission threat
+    - literal_form: 传承断层
       in_language: zh
+    keywords:
+    - transmission gap
+    - knowledge transfer
+    - skill transfer
+    - younger generations
+    - intergenerational
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   FundingThreat:
     is_a: ThreatType
     class_uri: hc:FundingThreat
@@ -190,12 +225,12 @@ classes:
       Inadequate financial resources and institutional support for heritage preservation.
     alt_descriptions:
       nl: Onvoldoende financiële middelen en institutionele steun voor erfgoedbehoud.
-      de: Unzureichende finanzielle Mittel und institutionelle Unterstützung für die Erhaltung.
-      fr: Ressources financières et soutien institutionnel insuffisants pour la préservation.
-      es: 'Concepto para: Inadequate financial resources and institutional support for heritage preservation.'
-      ar: 'مفهوم لـ: Inadequate financial resources and institutional support for heritage preservation.'
-      id: 'Konsep untuk: Inadequate financial resources and institutional support for heritage preservation.'
-      zh: 用于以下内容的概念：Inadequate financial resources and institutional support for heritage preservation.
+      de: Unzureichende finanzielle Mittel und institutionelle Unterstützung für die Erhaltung des Erbes.
+      fr: Ressources financières et soutien institutionnel insuffisants pour la préservation du patrimoine.
+      es: Recursos financieros insuficientes y apoyo institucional inadecuado para la preservación del patrimonio.
+      ar: الموارد المالية غير الكافية والدعم المؤسسي غير الملائم للحفاظ على التراث.
+      id: Sumber daya keuangan yang tidak memadai dan dukungan institusional untuk pelestarian warisan.
+      zh: 遗产保护资金不足和机构支持不够。
     structured_aliases:
     - literal_form: financieringstekort
       in_language: nl
@@ -203,32 +238,39 @@ classes:
       in_language: de
     - literal_form: manque de financement
       in_language: fr
-    - literal_form: funding threat
+    - literal_form: amenaza de financiación
       in_language: es
-    - literal_form: funding threat
+    - literal_form: تهديد التمويل
       in_language: ar
-    - literal_form: funding threat
+    - literal_form: ancaman pendanaan
       in_language: id
-    - literal_form: funding threat
+    - literal_form: 资金威胁
       in_language: zh
+    keywords:
+    - funding
+    - financial resources
+    - institutional support
+    - preservation
+    - inadequate resources
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   PolicyThreat:
     is_a: ThreatType
     class_uri: hc:PolicyThreat
     description: >-
       Unfavorable regulations, policies, or lack of legal protection mechanisms.
     alt_descriptions:
-      nl: Ongunstige regelgeving, beleid of gebrek aan wettelijke bescherming.
+      nl: Ongunstige regelgeving, beleid of gebrek aan wettelijke beschermingsmechanismen.
       de: Ungünstige Vorschriften, Richtlinien oder mangelnder rechtlicher Schutz.
-      fr: Réglementations défavorables ou manque de protection juridique.
-      es: 'Concepto para: Unfavorable regulations, policies, or lack of legal protection mechanisms.'
-      ar: 'مفهوم لـ: Unfavorable regulations, policies, or lack of legal protection mechanisms.'
-      id: 'Konsep untuk: Unfavorable regulations, policies, or lack of legal protection mechanisms.'
-      zh: 用于以下内容的概念：Unfavorable regulations, policies, or lack of legal protection mechanisms.
+      fr: Réglementations défavorables, politiques ou manque de mécanismes de protection juridique.
+      es: Regulaciones desfavorables, políticas o falta de mecanismos de protección legal.
+      ar: اللوائح غير المواتية أو السياسات أو نقص آليات الحماية القانونية.
+      id: Peraturan yang tidak menguntungkan, kebijakan, atau kurangnya mekanisme perlindungan hukum.
+      zh: 不利的法规、政策或缺乏法律保护机制。
     structured_aliases:
     - literal_form: beleidsbedreiging
       in_language: nl
@@ -236,32 +278,39 @@ classes:
       in_language: de
     - literal_form: menace politique
       in_language: fr
-    - literal_form: policy threat
+    - literal_form: amenaza de política
       in_language: es
-    - literal_form: policy threat
+    - literal_form: تهديد سياسي
       in_language: ar
-    - literal_form: policy threat
+    - literal_form: ancaman kebijakan
       in_language: id
-    - literal_form: policy threat
+    - literal_form: 政策威胁
       in_language: zh
+    keywords:
+    - policy
+    - regulations
+    - legal protection
+    - unfavorable
+    - mechanisms
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   ClimateChangeThreat:
     is_a: ThreatType
     class_uri: hc:ClimateChangeThreat
     description: >-
-      Environmental shifts and degradation caused by global.
+      Environmental shifts and degradation caused by global climate change.
     alt_descriptions:
       nl: Milieuveranderingen en -degradatie veroorzaakt door klimaatverandering.
       de: Umweltveränderungen und -verschlechterung durch den Klimawandel.
       fr: Changements environnementaux et dégradation dus au changement climatique.
-      es: 'Concepto para: Environmental shifts and degradation caused by global.'
-      ar: 'مفهوم لـ: Environmental shifts and degradation caused by global.'
-      id: 'Konsep untuk: Environmental shifts and degradation caused by global.'
-      zh: 用于以下内容的概念：Environmental shifts and degradation caused by global.
+      es: Cambios ambientales y degradación causados por el cambio climático global.
+      ar: التحولات البيئية والتدهور الناجم عن تغير المناخ العالمي.
+      id: Perubahan lingkungan dan degradasi yang disebabkan oleh perubahan iklim global.
+      zh: 全球气候变化引起的环境变化和退化。
     structured_aliases:
     - literal_form: klimaatverandering
       in_language: nl
@@ -269,19 +318,26 @@ classes:
       in_language: de
     - literal_form: changement climatique
       in_language: fr
-    - literal_form: climate change threat
+    - literal_form: cambio climático
       in_language: es
-    - literal_form: climate change threat
+    - literal_form: تغير المناخ
       in_language: ar
-    - literal_form: climate change threat
+    - literal_form: perubahan iklim
       in_language: id
-    - literal_form: climate change threat
+    - literal_form: 气候变化
       in_language: zh
+    keywords:
+    - climate change
+    - environmental shifts
+    - degradation
+    - global warming
+    - environmental
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   NaturalDisasterThreat:
     is_a: ThreatType
     class_uri: hc:NaturalDisasterThreat
@@ -291,10 +347,10 @@ classes:
       nl: Catastrofale natuurlijke gebeurtenissen zoals overstromingen, aardbevingen, branden en stormen.
       de: Katastrophale Naturereignisse wie Überschwemmungen, Erdbeben, Brände und Stürme.
       fr: Événements naturels catastrophiques tels qu'inondations, séismes, incendies et tempêtes.
-      es: 'Concepto para: Catastrophic events including floods, earthquakes, fires, and storms.'
-      ar: 'مفهوم لـ: Catastrophic events including floods, earthquakes, fires, and storms.'
-      id: 'Konsep untuk: Catastrophic events including floods, earthquakes, fires, and storms.'
-      zh: 用于以下内容的概念：Catastrophic events including floods, earthquakes, fires, and storms.
+      es: Eventos catastróficos naturales como inundaciones, terremotos, incendios y tormentas.
+      ar: أحداث كارثية طبيعية تشمل الفيضانات والزلازل والحرائق والعواصف.
+      id: Peristiwa bencana alam termasuk banjir, gempa bumi, kebakaran, dan badai.
+      zh: 包括洪水、地震、火灾和风暴在内的灾难性自然灾害。
     structured_aliases:
     - literal_form: natuurramp
       in_language: nl
@@ -302,32 +358,40 @@ classes:
       in_language: de
     - literal_form: catastrophe naturelle
       in_language: fr
-    - literal_form: natural disaster threat
+    - literal_form: desastre natural
       in_language: es
-    - literal_form: natural disaster threat
+    - literal_form: كارثة طبيعية
       in_language: ar
-    - literal_form: natural disaster threat
+    - literal_form: bencana alam
       in_language: id
-    - literal_form: natural disaster threat
+    - literal_form: 自然灾害
       in_language: zh
+    keywords:
+    - natural disaster
+    - floods
+    - earthquakes
+    - fires
+    - storms
+    - catastrophic
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   ArmedConflictThreat:
     is_a: ThreatType
     class_uri: hc:ArmedConflictThreat
     description: >-
       Warfare, military operations, and political instability endangering heritage.
     alt_descriptions:
-      nl: Oorlogvoering, militaire operaties en politieke instabiliteit die erfgoed bedreigen.
+      nl: Oorlogvoering, militaire operaties en politieke instabiliteit die erfgoed in gevaar brengen.
       de: Kriegsführung, militärische Operationen und politische Instabilität, die das Erbe gefährden.
       fr: Guerre, opérations militaires et instabilité politique menaçant le patrimoine.
-      es: 'Concepto para: Warfare, military operations, and political instability endangering heritage.'
-      ar: 'مفهوم لـ: Warfare, military operations, and political instability endangering heritage.'
-      id: 'Konsep untuk: Warfare, military operations, and political instability endangering heritage.'
-      zh: 用于以下内容的概念：Warfare, military operations, and political instability endangering heritage.
+      es: Guerra, operaciones militares e inestabilidad política que ponen en peligro el patrimonio.
+      ar: الحرب والعمليات العسكرية وعدم الاستقرار السياسي الذي يهدد التراث.
+      id: Perang, operasi militer, dan ketidakstabilan politik yang membahayakan warisan.
+      zh: 危及遗产的战争、军事行动和政治动荡。
     structured_aliases:
     - literal_form: gewapend conflict
       in_language: nl
@@ -335,19 +399,26 @@ classes:
       in_language: de
     - literal_form: conflit armé
       in_language: fr
-    - literal_form: armed conflict threat
+    - literal_form: conflicto armado
       in_language: es
-    - literal_form: armed conflict threat
+    - literal_form: صراع مسلح
       in_language: ar
-    - literal_form: armed conflict threat
+    - literal_form: konflik bersenjata
       in_language: id
-    - literal_form: armed conflict threat
+    - literal_form: 武装冲突
       in_language: zh
+    keywords:
+    - armed conflict
+    - warfare
+    - military operations
+    - political instability
+    - endangering
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   PersecutionThreat:
     is_a: ThreatType
     class_uri: hc:PersecutionThreat
@@ -356,11 +427,11 @@ classes:
     alt_descriptions:
       nl: Systematische onderdrukking, discriminatie of suppressie van erfgoedbeoefenaars en tradities.
       de: Systematische Unterdrückung, Diskriminierung oder Unterdrückung von Erbepraktikern und Traditionen.
-      fr: Oppression systématique, discrimination ou suppression des praticiens et traditions.
-      es: 'Concepto para: Systematic oppression, discrimination, or suppression of heritage practitioners and traditions.'
-      ar: 'مفهوم لـ: Systematic oppression, discrimination, or suppression of heritage practitioners and traditions.'
-      id: 'Konsep untuk: Systematic oppression, discrimination, or suppression of heritage practitioners and traditions.'
-      zh: 用于以下内容的概念：Systematic oppression, discrimination, or suppression of heritage practitioners and traditions.
+      fr: Oppression systématique, discrimination ou suppression des praticiens et traditions du patrimoine.
+      es: Opresión sistemática, discriminación o supresión de practicantes y tradiciones patrimoniales.
+      ar: الاضطهاد المنهجي أو التمييز أو قمع ممارسي التراث والتقاليد.
+      id: Penindasan sistematis, diskriminasi, atau penekanan terhadap praktisi warisan dan tradisi.
+      zh: 对遗产从业者和传统的系统性压迫、歧视或压制。
     structured_aliases:
     - literal_form: vervolging
       in_language: nl
@@ -368,19 +439,26 @@ classes:
       in_language: de
     - literal_form: persécution
       in_language: fr
-    - literal_form: persecution threat
+    - literal_form: persecución
       in_language: es
-    - literal_form: persecution threat
+    - literal_form: اضطهاد
       in_language: ar
-    - literal_form: persecution threat
+    - literal_form: penganiayaan
       in_language: id
-    - literal_form: persecution threat
+    - literal_form: 迫害
       in_language: zh
+    keywords:
+    - persecution
+    - oppression
+    - discrimination
+    - suppression
+    - practitioners
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   DeteriorationThreat:
     is_a: ThreatType
     class_uri: hc:DeteriorationThreat
@@ -390,10 +468,10 @@ classes:
       nl: Fysiek verval, structurele schade of materiaalafbraak in de loop der tijd.
       de: Physischer Verfall, strukturelle Schäden oder Materialabbau im Laufe der Zeit.
       fr: Dégradation physique, dommages structurels ou détérioration des matériaux au fil du temps.
-      es: 'Concepto para: Physical decay, structural damage, or material degradation over time.'
-      ar: 'مفهوم لـ: Physical decay, structural damage, or material degradation over time.'
-      id: 'Konsep untuk: Physical decay, structural damage, or material degradation over time.'
-      zh: 用于以下内容的概念：Physical decay, structural damage, or material degradation over time.
+      es: Deterioro físico, daño estructural o degradación de materiales con el tiempo.
+      ar: التدهور المادي أو الضرر الهيكلي أو تدهور المواد بمرور الوقت.
+      id: Kerusakan fisik, kerusakan struktural, atau degradasi material seiring waktu.
+      zh: 随时间发生的物理衰变、结构损坏或材料退化。
     structured_aliases:
     - literal_form: verval
       in_language: nl
@@ -401,19 +479,26 @@ classes:
       in_language: de
     - literal_form: détérioration
       in_language: fr
-    - literal_form: deterioration threat
+    - literal_form: deterioro
       in_language: es
-    - literal_form: deterioration threat
+    - literal_form: تدهور
       in_language: ar
-    - literal_form: deterioration threat
+    - literal_form: deteriorasi
       in_language: id
-    - literal_form: deterioration threat
+    - literal_form: 劣化
       in_language: zh
+    keywords:
+    - deterioration
+    - physical decay
+    - structural damage
+    - material degradation
+    - over time
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   VandalismThreat:
     is_a: ThreatType
     class_uri: hc:VandalismThreat
@@ -423,10 +508,10 @@ classes:
       nl: Opzettelijke vernieling, diefstal of kwaadwillige schade aan erfgoed.
       de: Vorsätzliche Zerstörung, Diebstahl oder böswillige Beschädigung von Kulturerbe.
       fr: Destruction intentionnelle, vol ou dommage malveillant au patrimoine.
-      es: 'Concepto para: Intentional destruction, theft, or malicious damage to heritage assets.'
-      ar: 'مفهوم لـ: Intentional destruction, theft, or malicious damage to heritage assets.'
-      id: 'Konsep untuk: Intentional destruction, theft, or malicious damage to heritage assets.'
-      zh: 用于以下内容的概念：Intentional destruction, theft, or malicious damage to heritage assets.
+      es: Destrucción intencional, robo o daño malicioso a bienes patrimoniales.
+      ar: التدمير المتعمد أو السرقة أو الأضرار الخبيثة للأصول التراثية.
+      id: Penghancuran sengaja, pencurian, atau kerusakan berbahaya terhadap aset warisan.
+      zh: 对遗产资产的故意破坏、盗窃或恶意损坏。
     structured_aliases:
     - literal_form: vandalisme
       in_language: nl
@@ -434,19 +519,26 @@ classes:
       in_language: de
     - literal_form: vandalisme
       in_language: fr
-    - literal_form: vandalism threat
+    - literal_form: vandalismo
       in_language: es
-    - literal_form: vandalism threat
+    - literal_form: تخريب
       in_language: ar
-    - literal_form: vandalism threat
+    - literal_form: vandalisme
       in_language: id
-    - literal_form: vandalism threat
+    - literal_form: 破坏
       in_language: zh
+    keywords:
+    - vandalism
+    - intentional destruction
+    - theft
+    - malicious damage
+    - heritage assets
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
   DevelopmentThreat:
     is_a: ThreatType
     class_uri: hc:DevelopmentThreat
@@ -456,10 +548,10 @@ classes:
       nl: Bouwprojecten, landgebruikswijzigingen en ontwikkelingsdruk door infrastructuur.
       de: Bauprojekte, Landnutzungsänderungen und Infrastrukturentwicklungsdruck.
       fr: Projets de construction, changements d'utilisation des terres et pressions de développement.
-      es: 'Concepto para: Construction projects, land use changes, and infrastructure pressures.'
-      ar: 'مفهوم لـ: Construction projects, land use changes, and infrastructure pressures.'
-      id: 'Konsep untuk: Construction projects, land use changes, and infrastructure pressures.'
-      zh: 用于以下内容的概念：Construction projects, land use changes, and infrastructure pressures.
+      es: Proyectos de construcción, cambios de uso del suelo y presiones de desarrollo de infraestructura.
+      ar: مشاريع البناء وتغييرات استخدام الأراضي وضغوط تطوير البنية التحتية.
+      id: Proyek konstruksi, perubahan penggunaan lahan, dan tekanan pengembangan infrastruktur.
+      zh: 建筑项目、土地用途变更和基础设施开发压力。
     structured_aliases:
     - literal_form: ontwikkelingsdruk
       in_language: nl
@@ -467,16 +559,23 @@ classes:
       in_language: de
     - literal_form: pression de développement
       in_language: fr
-    - literal_form: development threat
+    - literal_form: amenaza de desarrollo
       in_language: es
-    - literal_form: development threat
+    - literal_form: تهديد التنمية
       in_language: ar
-    - literal_form: development threat
+    - literal_form: ancaman pembangunan
       in_language: id
-    - literal_form: development threat
+    - literal_form: 开发威胁
       in_language: zh
+    keywords:
+    - development
+    - construction projects
+    - land use changes
+    - infrastructure
+    - pressures
     annotations:
       custodian_types: '[''*'']'
     broad_mappings:
     - crm:E3_Condition_State
     - skos:Concept
+    - crm:E55_Type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TokenTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TokenTypes.yaml
index d70d8f5be8..3cc67c6323 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TokenTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TokenTypes.yaml
@@ -7,6 +7,7 @@ prefixes:
   hc: https://nde.nl/ontology/hc/
   schema: http://schema.org/
   skos: http://www.w3.org/2004/02/skos/core#
+  crm: http://www.cidoc-crm.org/cidoc-crm/
 imports:
 - ./TokenType
 - linkml:types
@@ -41,6 +42,12 @@ classes:
       in_language: id
     - literal_form: 输入 token
       in_language: zh
+    keywords:
+    - input
+    - prompt
+    - consumption
+    - request
+    - computational
     slots: []
     slot_usage:
       has_label:
@@ -56,6 +63,7 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   OutputToken:
     is_a: TokenType
     class_uri: hc:OutputToken
@@ -84,6 +92,12 @@ classes:
       in_language: id
     - literal_form: 输出 token
       in_language: zh
+    keywords:
+    - output
+    - completion
+    - generation
+    - response
+    - computational
     slots: []
     slot_usage:
       has_label:
@@ -95,6 +109,7 @@ classes:
         has_description: Tokens in the completion response
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   CachedToken:
     is_a: TokenType
     class_uri: hc:CachedToken
@@ -123,6 +138,12 @@ classes:
       in_language: id
     - literal_form: 缓存 token
       in_language: zh
+    keywords:
+    - cache
+    - key-value
+    - latency
+    - cost reduction
+    - optimization
     slots: []
     slot_usage:
       has_label:
@@ -136,6 +157,7 @@ classes:
     - Providers supporting caching include OpenAI (Prompt caching), Anthropic (Context caching), ZhipuAI (KV cache for Preserved Thinking)
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   ReasoningToken:
     is_a: TokenType
     class_uri: hc:ReasoningToken
@@ -164,6 +186,12 @@ classes:
       in_language: id
     - literal_form: 推理 token
       in_language: zh
+    keywords:
+    - reasoning
+    - chain-of-thought
+    - thinking
+    - extended thinking
+    - o1
     slots: []
     slot_usage:
       has_label:
@@ -177,6 +205,7 @@ classes:
     - Models with reasoning tokens include ZhipuAI GLM 4.7 (Interleaved/Preserved thinking), OpenAI o1/o1-mini, Anthropic Claude (Extended thinking)
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
   TotalToken:
     is_a: TokenType
     class_uri: hc:TotalToken
@@ -205,6 +234,12 @@ classes:
       in_language: id
     - literal_form: 总 token
       in_language: zh
+    keywords:
+    - total
+    - aggregate
+    - sum
+    - consumption
+    - usage
     slots: []
     slot_usage:
       has_label:
@@ -216,3 +251,4 @@ classes:
         has_description: Sum of input and output tokens
     broad_mappings:
     - skos:Concept
+    - crm:E55_Type
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TradeUnionArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TradeUnionArchiveRecordSetType.yaml
index 69a5ba2f50..6f74866390 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TradeUnionArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TradeUnionArchiveRecordSetType.yaml
@@ -43,8 +43,16 @@ classes:
     description: >-
       Abstract category for grouping documentary holdings from organized labor
       movements by provenance or arrangement pattern.
+    keywords:
+    - trade union records
+    - labor movement archives
+    - workers documentation
+    - union collections
+    - organized labor heritage
     broad_mappings:
     - rico:RecordSetType
+    - skos:Concept
+    - crm:E55_Type
     see_also:
     - TradeUnionArchive
     - UnionAdministrationFonds
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TraditionalProductTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TraditionalProductTypes.yaml
index 866f43f27d..f31b8476c2 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TraditionalProductTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TraditionalProductTypes.yaml
@@ -40,6 +40,12 @@ classes:
       custodian_types: '[''*'']'
     broad_mappings:
     - skos:Concept
+    keywords:
+    - food
+    - culinary heritage
+    - traditional recipe
+    - local cuisine
+    - regional food
   TextileProduct:
     is_a: TraditionalProductType
     description: Fiber-based goods made through inherited weaving, spinning, or dyeing practices.
@@ -68,6 +74,12 @@ classes:
       in_language: zh
     broad_mappings:
     - skos:Concept
+    keywords:
+    - textile
+    - weaving
+    - fiber craft
+    - traditional fabric
+    - handmade textile
   CraftProduct:
     is_a: TraditionalProductType
     description: Handmade goods produced with established artisanal techniques and regional styles.
@@ -96,6 +108,12 @@ classes:
       in_language: zh
     broad_mappings:
     - skos:Concept
+    keywords:
+    - craft
+    - artisanal product
+    - handmade goods
+    - traditional craft
+    - regional style
   BeverageProduct:
     is_a: TraditionalProductType
     description: Drinkable goods produced from customary ingredients and inherited preparation practices.
@@ -124,3 +142,9 @@ classes:
       in_language: zh
     broad_mappings:
     - skos:Concept
+    keywords:
+    - beverage
+    - traditional drink
+    - regional beverage
+    - customary preparation
+    - heritage drink
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/TreatmentTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/TreatmentTypes.yaml
index 52c8903e3b..9feab8c8a9 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/TreatmentTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/TreatmentTypes.yaml
@@ -52,6 +52,12 @@ classes:
     broad_mappings:
     - crm:E7_Activity
     - schema:Action
+    keywords:
+    - cleaning
+    - surface cleaning
+    - soiling removal
+    - conservation treatment
+    - dirt removal
   StabilizationTreatment:
     is_a: TreatmentType
     class_uri: hc:StabilizationTreatment
@@ -92,6 +98,12 @@ classes:
     broad_mappings:
     - crm:E7_Activity
     - schema:Action
+    keywords:
+    - stabilization
+    - consolidation
+    - structural repair
+    - material preservation
+    - conservation treatment
   RestorationTreatment:
     is_a: TreatmentType
     class_uri: hc:RestorationTreatment
@@ -132,6 +144,12 @@ classes:
     broad_mappings:
     - crm:E7_Activity
     - schema:Action
+    keywords:
+    - restoration
+    - visual reintegration
+    - retouching
+    - inpainting
+    - aesthetic recovery
   PreventiveTreatment:
     is_a: TreatmentType
     class_uri: hc:PreventiveTreatment
@@ -172,6 +190,12 @@ classes:
     broad_mappings:
     - crm:E7_Activity
     - schema:Action
+    keywords:
+    - preventive conservation
+    - risk reduction
+    - environmental control
+    - protective housing
+    - handling protocol
   DeacidificationTreatment:
     is_a: TreatmentType
     class_uri: hc:DeacidificationTreatment
@@ -212,6 +236,12 @@ classes:
     broad_mappings:
     - crm:E7_Activity
     - schema:Action
+    keywords:
+    - deacidification
+    - paper conservation
+    - alkaline reserve
+    - acid neutralization
+    - ph stabilization
   ReliningTreatment:
     is_a: TreatmentType
     class_uri: hc:ReliningTreatment
@@ -251,6 +281,12 @@ classes:
     broad_mappings:
     - crm:E7_Activity
     - schema:Action
+    keywords:
+    - relining
+    - canvas backing
+    - structural support
+    - painting conservation
+    - lining treatment
   ReframingTreatment:
     is_a: TreatmentType
     class_uri: hc:ReframingTreatment
@@ -291,6 +327,12 @@ classes:
     broad_mappings:
     - crm:E7_Activity
     - schema:Action
+    keywords:
+    - reframing
+    - protective framing
+    - glazing
+    - mounting
+    - enclosure
   FumigationTreatment:
     is_a: TreatmentType
     class_uri: hc:FumigationTreatment
@@ -331,3 +373,9 @@ classes:
     broad_mappings:
     - crm:E7_Activity
     - schema:Action
+    keywords:
+    - fumigation
+    - pest control
+    - infestation treatment
+    - anoxic treatment
+    - IPM
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/UniversityArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/UniversityArchiveRecordSetTypes.yaml
index a24648af6f..320b8619c0 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/UniversityArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/UniversityArchiveRecordSetTypes.yaml
@@ -96,6 +96,12 @@ classes:
     - literal_form: 高校行政全宗
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - university administration
+    - institutional governance
+    - higher education records
+    - academic management
+    - university fonds
     annotations:
       specificity_score: 0.1
       specificity_rationale: Generic utility class/slot created during migration
@@ -171,6 +177,12 @@ classes:
     - literal_form: 学生档案系列
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - student records
+    - enrollment files
+    - academic progression
+    - student lifecycle
+    - matriculation records
     annotations:
       custodian_types: '[''*'']'
   FacultyPapersCollection:
@@ -245,5 +257,11 @@ classes:
     - literal_form: 教师文书馆藏
       predicate: EXACT_SYNONYM
       in_language: zh
+    keywords:
+    - faculty papers
+    - academic staff archives
+    - professor collections
+    - scholarly manuscripts
+    - academic papers
     annotations:
       custodian_types: '[''*'']'
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/UnspecifiedType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/UnspecifiedType.yaml
index 9fa42ba094..57b7eee472 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/UnspecifiedType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/UnspecifiedType.yaml
@@ -10,7 +10,7 @@ imports:
 - ../slots/has_status
 - ../slots/has_type
 - ../slots/based_on
-- ../slots/review_status
+- ../slots/evaluated_through
 prefixes:
   linkml: https://w3id.org/linkml/
   hc: https://nde.nl/ontology/hc/
@@ -158,7 +158,7 @@ classes:
     - has_status
     - has_type
     - based_on
-    - review_status
+    - evaluated_through
     - has_score
     - assert
     slot_usage:
@@ -199,7 +199,7 @@ classes:
         - value: National Archives search (no results), Local society queried
         - value: Website checked (offline), Email sent (no response)
         - value: Wikidata search, ICOM directory, Regional museum
-      review_status:
+      evaluated_through:
 #         range: string
         required: true
         examples:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/UserCommunityTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/UserCommunityTypes.yaml
index 107936c650..b4bdd892fd 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/UserCommunityTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/UserCommunityTypes.yaml
@@ -44,6 +44,12 @@ classes:
     broad_mappings:
     - crm:E39_Actor
     - schema:Organization
+    keywords:
+    - research
+    - academic audience
+    - scholarly inquiry
+    - researcher community
+    - scientific community
   PublicCommunity:
     is_a: UserCommunityType
     description: General audiences engaging through visits, programmes, and online access.
@@ -73,6 +79,12 @@ classes:
     broad_mappings:
     - crm:E39_Actor
     - schema:Organization
+    keywords:
+    - public
+    - general audience
+    - visitors
+    - community engagement
+    - public programming
   EducationalCommunity:
     is_a: UserCommunityType
     description: Learners and educators using holdings for teaching and study.
@@ -102,6 +114,12 @@ classes:
     broad_mappings:
     - crm:E39_Actor
     - schema:Organization
+    keywords:
+    - education
+    - teachers
+    - students
+    - learners
+    - educational programming
   ProfessionalCommunity:
     is_a: UserCommunityType
     description: Practitioners in heritage, library, archive, and museum fields.
@@ -131,6 +149,13 @@ classes:
     broad_mappings:
     - crm:E39_Actor
     - schema:Organization
+    keywords:
+    - professionals
+    - GLAM sector
+    - heritage practitioners
+    - librarians
+    - archivists
+    - museum professionals
   GenealogyCommunity:
     is_a: UserCommunityType
     description: Family-history audiences tracing lineage, households, and local records.
@@ -160,6 +185,12 @@ classes:
     broad_mappings:
     - crm:E39_Actor
     - schema:Organization
+    keywords:
+    - genealogy
+    - family history
+    - lineage research
+    - ancestry
+    - local records
   ArtistCommunity:
     is_a: UserCommunityType
     description: Creative practitioners using holdings for inspiration, reinterpretation, and production.
@@ -189,6 +220,12 @@ classes:
     broad_mappings:
     - crm:E39_Actor
     - schema:Organization
+    keywords:
+    - artists
+    - creative practitioners
+    - artistic inspiration
+    - reinterpretation
+    - creative production
   JournalistCommunity:
     is_a: UserCommunityType
     description: News and documentary practitioners using holdings for reporting and verification.
@@ -218,3 +255,9 @@ classes:
     broad_mappings:
     - crm:E39_Actor
     - schema:Organization
+    keywords:
+    - journalists
+    - media
+    - news reporting
+    - documentary
+    - verification
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Verifier.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Verifier.yaml
index 67566f08f2..3d44413238 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Verifier.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Verifier.yaml
@@ -29,44 +29,135 @@ classes:
       zh: >-
         负责审查、验证和确认数据、文档或流程的准确性或真实性的代理。
     structured_aliases:
-      nl:
-        - verificateur
-        - controleur
-      de:
-        - Verifizierer
-        - Prüfer
-      fr:
-        - vérificateur
-        - contrôleur
-      es:
-        - verificador
-        - controlador
-      ar:
-        - المحقق
-        - المدقق
-      id:
-        - verifikator
-        - pemeriksa
-      zh:
-        - 验证者
-        - 审核者
-    keywords:
-      - verifier
-      - validator
-      - reviewer
-      - quality assurance
-      - confirmation agent
-    broad_mappings:
-      - prov:Agent
-    annotations:
-      specificity_score: '0.45'
-      specificity_rationale: Moderately specific - verification common in data quality.
-      custodian_types: '[''*'']'
-    examples:
-    - value:
-        verifier_name: Quality Assurance Team
-        verifier_type: ORGANIZATION
-      description: QA team as verifier
-    slots: []
-    comments:
-    - 'Preserved from prior description: An agent that verifies or validates data. **USAGE**: Used for: - Data verifiers - Quality assurance agents - Approval authorities'
+
+      - literal_form: verificateur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: controleur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Verifizierer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Prüfer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: vérificateur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: contrôleur
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: verificador
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: controlador
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: المحقق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: المدقق
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: verifikator
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: pemeriksa
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 验证者
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 审核者
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: verifier
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: validator
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: reviewer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: quality assurance
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: confirmation agent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: prov:Agent
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: An agent that verifies or validates data. **USAGE**: Used for: - Data verifiers - Quality assurance agents - Approval authorities'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/VersionNumber.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/VersionNumber.yaml
index cbec438de7..b5746e98d9 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/VersionNumber.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/VersionNumber.yaml
@@ -30,47 +30,141 @@ classes:
       zh: >-
         指示资源或制品在修订历史中位置的顺序标识符。
     structured_aliases:
-      nl:
-      - versienummer
-      - editiecode
-      de:
-      - Versionsnummer
-      - Revisionsnummer
-      fr:
-      - numéro de version
-      - indicateur de révision
-      es:
-      - número de versión
-      - código de revisión
-      ar:
-      - رقم الإصدار
-      - رقم المراجعة
-      id:
-      - nomor versi
-      - kode revisi
-      zh:
-      - 版本号
-      - 修订号
-    keywords:
-    - version
-    - revision
-    - release
-    - iteration
-    - update
-    slots:
-    - has_version
-    close_mappings:
-    - schema:version
-    annotations:
-      specificity_score: '0.35'
-      specificity_rationale: Low specificity - versioning common across domains.
-      custodian_types: '[''*'']'
-    examples:
-    - value:
-        has_version: 2.1.0
-        major: 2
-        minor: 1
-        patch: 0
-      description: Semantic version 2.1.0
-    comments:
-    - 'Preserved from prior description: A version number or identifier. **USAGE**: Used for: - Software versions - Document versions - Schema versions'
+
+      - literal_form: versienummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: editiecode
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Versionsnummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Revisionsnummer
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: numéro de version
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: indicateur de révision
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: número de versión
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: código de revisión
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: رقم الإصدار
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: رقم المراجعة
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: nomor versi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: kode revisi
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 版本号
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 修订号
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: version
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: revision
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: release
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: iteration
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: update
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_version
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: schema:version
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: value
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 'Preserved from prior description: A version number or identifier. **USAGE**: Used for: - Software versions - Document versions - Schema versions'
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/VerwaltungsarchivRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/VerwaltungsarchivRecordSetType.yaml
index 0727002146..8359f520c2 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/VerwaltungsarchivRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/VerwaltungsarchivRecordSetType.yaml
@@ -37,10 +37,38 @@ classes:
         dan dokumentasi prosedural pemerintah.
       zh: >-
         用于聚合官僚记录、行政通信和政府程序文件的分类法节点。
+    structured_aliases:
+      - literal_form: administratief archiefrecordsettype
+        predicate: EXACT_SYNONYM
+        in_language: nl
+      - literal_form: Verwaltungsarchivbestandstyp
+        predicate: EXACT_SYNONYM
+        in_language: de
+      - literal_form: type de fonds d'archives administratives
+        predicate: EXACT_SYNONYM
+        in_language: fr
+      - literal_form: tipo de fondo de archivo administrativo
+        predicate: EXACT_SYNONYM
+        in_language: es
+      - literal_form: نوع مجموعة سجلات الأرشيف الإداري
+        predicate: EXACT_SYNONYM
+        in_language: ar
+      - literal_form: tipe kumpulan arsip administratif
+        predicate: EXACT_SYNONYM
+        in_language: id
+      - literal_form: 行政档案记录集类型
+        predicate: EXACT_SYNONYM
+        in_language: zh
+    keywords:
+      - administrative records
+      - bureaucratic documentation
+      - governmental correspondence
+      - procedural records
     is_a: CollectionType
     class_uri: rico:RecordSetType
     broad_mappings:
       - rico:RecordSetType
+      - skos:Concept
     close_mappings:
     - wd:Q2519292
     slots:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/VideoAnnotationTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/VideoAnnotationTypes.yaml
index 34de91b506..77a353d93c 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/VideoAnnotationTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/VideoAnnotationTypes.yaml
@@ -122,6 +122,13 @@ classes:
     - Supports both technical (shot) and semantic (scene) analysis
     - Transition type classification
     - Scene type labeling for heritage content
+    keywords:
+    - scene detection
+    - shot detection
+    - video segmentation
+    - transition
+    - cut detection
+    - heritage video
     see_also:
     - https://en.wikipedia.org/wiki/Shot_(filmmaking)
     annotations:
@@ -218,6 +225,14 @@ classes:
     - Supports bounding boxes and tracking
     - Heritage-specific object vocabulary
     - Enables linking to collection database
+    keywords:
+    - object detection
+    - face recognition
+    - logo detection
+    - landmark detection
+    - bounding box
+    - tracking
+    - computer vision
     see_also:
     - https://cocodataset.org/
     - https://iiif.io/api/presentation/3.0/
@@ -312,6 +327,13 @@ classes:
     - Distinct from subtitles (audio-derived)
     - Supports printed and handwritten text
     - 'Heritage use: documents, labels, signage, name cards'
+    keywords:
+    - OCR
+    - optical character recognition
+    - text extraction
+    - video text
+    - transcription
+    - heritage document
     see_also:
     - https://en.wikipedia.org/wiki/Optical_character_recognition
     annotations:
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/VideoFrame.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/VideoFrame.yaml
index 168b31422e..d07e62897a 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/VideoFrame.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/VideoFrame.yaml
@@ -32,32 +32,48 @@ classes:
       zh: >-
         表示从运动图像媒体中提取的离散时间样本的静止图像片段。
     structured_aliases:
-      nl: Videoframe
-      de: Videobild
-      fr: Image vidéo
-      es: Fotograma de video
-      ar: إطار فيديو
-      id: Bingkai Video
-      zh: 视频帧
-    close_mappings:
-    - oa:Target
-    - schema:VideoObject
-    slots:
-    - has_quantity
-    - has_measurement_unit
-    slot_usage:
-      has_quantity:
-        range: integer
-        inlined: false # Fixed invalid inline for primitive type
-        multivalued: false
-        examples:
-        - value: 'has_unit:
 
-            '
-        - value: "has_unit:\n  has_label:\n    - label_text: \"frames per second\"\n"
-      has_measurement_unit:
-#         range: string
-        inlined: false # Fixed invalid inline for primitive type
+      - literal_form: Videoframe
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Videobild
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Image vidéo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: Fotograma de video
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: إطار فيديو
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: Bingkai Video
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 视频帧
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
     annotations:
       custodian_types: '["D"]'
       custodian_types_rationale: Video frames are primarily relevant for digital platforms (D) that host or process video content.
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/VideoFrames.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/VideoFrames.yaml
index 1beb04664b..7a25808061 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/VideoFrames.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/VideoFrames.yaml
@@ -29,42 +29,129 @@ classes:
       zh: >-
         视频序列中离散视觉单元的定量测量，通常用于计算分析任务。
     structured_aliases:
-      nl:
-        - videobeelden
-        - frameaantal
-      de:
-        - Videobilder
-        - Bildanzahl
-      fr:
-        - images vidéo
-        - nombre d'images
-      es:
-        - cuadros de video
-        - recuento de fotogramas
-      ar:
-        - إطارات الفيديو
-        - عدد الإطارات
-      id:
-        - bingkai video
-        - jumlah frame
-      zh:
-        - 视频帧
-        - 帧数
-    keywords:
-      - video frames
-      - frame count
-      - video analysis
-      - computer vision
-      - visual units
-    slots:
-    - has_quantity
-    - has_measurement_unit
-    slot_usage:
-      has_quantity:
-      has_measurement_unit:
-        range: MeasureUnit
-    annotations:
-      specificity_score: '0.80'
-      specificity_rationale: Video frame analysis is highly specific to digital platform operations.
-      has_score: null
-      custodian_types: "['*']"
+
+      - literal_form: videobeelden
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: frameaantal
+
+        predicate: EXACT_SYNONYM
+
+        in_language: nl
+
+      - literal_form: Videobilder
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: Bildanzahl
+
+        predicate: EXACT_SYNONYM
+
+        in_language: de
+
+      - literal_form: images vidéo
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: nombre d'images
+
+        predicate: EXACT_SYNONYM
+
+        in_language: fr
+
+      - literal_form: cuadros de video
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: recuento de fotogramas
+
+        predicate: EXACT_SYNONYM
+
+        in_language: es
+
+      - literal_form: إطارات الفيديو
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: عدد الإطارات
+
+        predicate: EXACT_SYNONYM
+
+        in_language: ar
+
+      - literal_form: bingkai video
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: jumlah frame
+
+        predicate: EXACT_SYNONYM
+
+        in_language: id
+
+      - literal_form: 视频帧
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: 帧数
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: video frames
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: frame count
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: video analysis
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: computer vision
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: visual units
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_quantity
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
+
+      - literal_form: has_measurement_unit
+
+        predicate: EXACT_SYNONYM
+
+        in_language: zh
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/Warehouse.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/Warehouse.yaml
index ca64854103..fdb5043e36 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/Warehouse.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/Warehouse.yaml
@@ -3,6 +3,7 @@ name: warehouse_class
 title: Warehouse
 imports:
 - linkml:types
+- ./ClimateControlPolicy
 - ../enums/WarehouseTypeEnum
 - ../slots/store
 - ../slots/in_area
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/WebArchiveRecordSetType.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/WebArchiveRecordSetType.yaml
index e7d7e2dcca..3f7f5fd0e6 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/WebArchiveRecordSetType.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/WebArchiveRecordSetType.yaml
@@ -58,6 +58,12 @@ classes:
     slots:
     - has_score
     - related_to
+    keywords:
+    - web archive
+    - born-digital
+    - internet preservation
+    - online content
+    - captured websites
     annotations:
       specificity_score: 0.1
       specificity_rationale: Generic utility class/slot created during migration
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/WebArchiveRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/WebArchiveRecordSetTypes.yaml
index 025413f2b8..2ac1e2d173 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/WebArchiveRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/WebArchiveRecordSetTypes.yaml
@@ -77,6 +77,12 @@ classes:
         equals_string: hc:WebArchive
       has_note:
         equals_string: This RecordSetType is typically held by WebArchive custodians. Inverse of rico:isOrWasHolderOf.
+    keywords:
+    - website capture
+    - web harvest
+    - born-digital preservation
+    - automated capture
+    - snapshot collection
     annotations:
       specificity_score: "0.1"
       specificity_rationale: Generic utility class/slot created during migration
@@ -141,3 +147,10 @@ classes:
         equals_string: hc:WebArchive
       has_note:
         equals_string: This RecordSetType is typically held by WebArchive custodians. Inverse of rico:isOrWasHolderOf.
+    keywords:
+    - social media
+    - platform content
+    - posts
+    - profiles
+    - interactions
+    - networked platforms
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/WebPortal.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/WebPortal.yaml
index 2047e7d144..fce2875f11 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/WebPortal.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/WebPortal.yaml
@@ -100,7 +100,7 @@ classes:
     - has_scope
     - identified_by
     - related_to
-    - launch_date
+    - begin_of_the_begin
     - has_standard
     - operated_by
     - has_participant
@@ -110,7 +110,7 @@ classes:
     - has_status
     - has_type
     - has_url
-    - record_count
+    - has_quantity
     - has_finding_aid
     - supersede
     - has_score
@@ -212,7 +212,7 @@ classes:
         - value: nl
         - value: en
         - value: de
-      launch_date:
+      begin_of_the_begin:
         range: date
         examples:
         - value: '2008-11-20'
@@ -225,7 +225,7 @@ classes:
 #         range: string # uriorcurie
         examples:
         - value: https://nde.nl/ontology/hc/portal/nl/new-archieven-portal
-      record_count:
+      has_quantity:
         range: integer
         examples:
         - value: 50000000
diff --git a/frontend/public/schemas/20251121/linkml/modules/classes/WomensArchivesRecordSetTypes.yaml b/frontend/public/schemas/20251121/linkml/modules/classes/WomensArchivesRecordSetTypes.yaml
index 0f57b45ba0..81a7599bbb 100644
--- a/frontend/public/schemas/20251121/linkml/modules/classes/WomensArchivesRecordSetTypes.yaml
+++ b/frontend/public/schemas/20251121/linkml/modules/classes/WomensArchivesRecordSetTypes.yaml
@@ -100,6 +100,12 @@ classes:
       custodian_types: "['*']"
     comments:
     - "Preserved from prior description: Fonds-organized organizational records from women's groups, associations, and institutions."
+    keywords:
+    - women's organizations
+    - institutional archives
+    - associations
+    - women's groups
+    - provenance-based
   FeministPapersCollection:
     is_a: WomensArchivesRecordSetType
     class_uri: rico:RecordSetType
@@ -174,6 +180,12 @@ classes:
       custodian_types: "['*']"
     comments:
     - 'Preserved from prior description: Collection-organized papers and documentation from feminist movements, personal archives, and activism.'
+    keywords:
+    - feminist movement
+    - gender equality
+    - activism
+    - personal archives
+    - feminist papers
   WomensHistoryCollection:
     is_a: WomensArchivesRecordSetType
     class_uri: rico:RecordSetType
@@ -253,3 +265,9 @@ classes:
       custodian_types: "['*']"
     comments:
     - "Preserved from prior description: Collection-organized women's history documentation, including biographical materials, oral histories, and research resources."
+    keywords:
+    - women's history
+    - biographical materials
+    - oral histories
+    - gender history
+    - women's past