# =============================================================================
# GLAM-NER ENTITY ANNOTATION CONVENTION
# Module: Document Structure and Namespace Paths
# =============================================================================
# 
# VERSION: 1.7.0
# STATUS: STABLE
# LAST_UPDATED: 2025-12-02
# 
# DESCRIPTION:
#   Comprehensive document structure annotation module defining the DOC hypernym
#   and all document region types. Critical for understanding entity context
#   within structured documents.
#
# CRITICAL: Namespaces and document paths are ESSENTIAL for clustering entities
# and distinguishing context-specific entity relationships.
#
# DEPENDENCIES:
#   - core/namespaces.yaml (namespace prefixes)
#   - core/convention.yaml (base provenance model)
#
# CONTENTS:
#   - Purpose and design principles
#   - Layout Semantic Ontology (DOC hypernym with ~25 region types)
#   - Semantic role enumeration
#   - Nested provenance model (layout claims + entity claims)
#   - Structural contexts for clustering
#   - Format-specific path conventions (PAGE-XML, HTML, JSON, plain text)
#   - Clustering strategies
#   - Provenance requirements
#
# =============================================================================

module:
  id: document_structure
  name: "Document Structure and Namespace Paths"
  version: "1.7.0"
  status: stable
  category: advanced
  
  imports:
    - ../core/namespaces.yaml
    - ../core/convention.yaml

# =============================================================================
# PURPOSE AND DESIGN PRINCIPLES
# =============================================================================

purpose: |
  Entity annotations occur within STRUCTURED DOCUMENTS - not flat text streams.
  The LOCATION of an entity within document structure determines:
  
  1. SEMANTIC SCOPE: An entity in a header governs entities in subsequent paragraphs
  2. CO-REFERENCE CLUSTERS: Entities in the same structural unit likely co-refer
  3. RELATIONSHIP CONTEXT: Header-paragraph relations differ from paragraph-paragraph
  4. PROVENANCE PRECISION: XPath/JSONPath enables exact location for verification
  
  Without namespace paths, entity extraction loses critical context that
  distinguishes "the director" in a museum description from "the director"
  in a film credits section of the same document.

design_principles:
  - principle: "STRUCTURE IS MEANING"
    description: |
      Document structure (headers, sections, paragraphs, lists) carries semantic
      information. A person mentioned in a "Board of Directors" section has a
      different relationship to the organization than a person mentioned in a
      "Historical Overview" section.
  
  - principle: "PATHS ENABLE CLUSTERING"
    description: |
      Entities sharing a common path prefix belong to the same structural context.
      Clustering by path enables:
      - Scoped entity resolution (disambiguate within section before document)
      - Contextual relationship inference (section membership implies relationship)
      - Provenance aggregation (all claims from same region share reliability)
  
  - principle: "NAMESPACES PREVENT COLLISION"
    description: |
      The same entity mention in different structural contexts may require
      different annotations or link to different knowledge base entities.
      Namespaces ensure annotations are addressable without ambiguity.
  
  - principle: "LAYOUT INFORMS SEMANTICS"
    description: |
      Visual layout (sidebars, captions, footnotes, marginalia) carries meaning
      distinct from main body text. PAGE-XML text regions, HTML semantic elements,
      and JSON structural keys all encode layout that affects interpretation.

# =============================================================================
# LAYOUT SEMANTIC ONTOLOGY
# =============================================================================
# Comprehensive hypernym classes and properties for document structure annotation.
# These classes are format-agnostic and apply to PAGE-XML, HTML, JSON, MD, EPUB, PDF.
# 
# PRIMARY AUTHORITIES:
# - W3C Web Annotation Data Model (oa:) - annotation targeting and selectors
# - CIDOC-CRM (crm:) - information objects and carriers
# - RiC-O (rico:) - record parts and structure
# - PREMIS (premis:) - digital object hierarchy
# - Dublin Core (dcterms:) - part/whole relationships
# - NIF 2.0 (nif:) - text annotation interchange
# =============================================================================

layout_semantic_ontology:
  
  purpose: |
    This ontology defines semantic classes for document layout elements that
    generative AI models can use to annotate/describe structural context.
    
    CRITICAL: Layout claims are DISTINCT from entity claims. A complete annotation
    requires TWO NESTED LAYERS of provenance:
    
    1. LAYOUT CLAIM: "This text region is a sidebar" 
       - Has its own provenance (XPath, timestamp, confidence, agent)
       - May be uncertain (is this a sidebar or a marginalia?)
    
    2. ENTITY CLAIM: "This sidebar contains person name 'Rembrandt'"
       - Has its own provenance (span offsets, NER model, confidence)
       - REFERENCES the layout claim as context
    
    This separation enables:
    - Independent validation of layout vs. entity extraction
    - Different confidence levels for structure vs. content
    - Reasoning about how layout affects entity interpretation
  
  # ---------------------------------------------------------------------------
  # HYPERNYM: DOCUMENT_REGION (DOC)
  # ---------------------------------------------------------------------------
  # The top-level class for any identifiable region within a document.
  # Analogous to CIDOC-CRM E73 Information Object but focused on structure.
  # ---------------------------------------------------------------------------
  
  DOCUMENT_REGION:
    code: "DOC"
    definition: |
      A discrete, identifiable region within a document that contains content
      and has structural relationships to other regions. Document regions are
      the fundamental unit of layout annotation.
      
      Every document region has:
      - BOUNDARIES: Start/end positions (character offsets, coordinates, paths)
      - CONTAINMENT: Parent regions that contain it, child regions it contains
      - SEQUENCE: Position relative to sibling regions
      - SEMANTIC ROLE: Function within the document (header, body, supplement)
    
    ontology_mappings:
      primary_class: "crm:E73_Information_Object"
      primary_class_definition: |
        CIDOC-CRM E73 Information Object: "This class comprises identifiable 
        immaterial items, such as poems, jokes, data sets, images, texts, 
        multimedia objects, procedural prescriptions, computer program code, 
        algorithm or mathematical formulae, that have an objectively 
        recognizable structure."
      alternative_classes:
        - class: "rico:RecordPart"
          note: "RiC-O class for component parts of archival records"
        - class: "premis:Bitstream"
          note: "PREMIS class for meaningful data segment within file"
        - class: "oa:TextualBody"
          note: "Web Annotation class for textual content"
      linkml_mapping:
        class_uri: "glam:DocumentRegion"
        exact_mappings:
          - "crm:E73_Information_Object"
        close_mappings:
          - "rico:RecordPart"
          - "premis:Bitstream"
        related_mappings:
          - "oa:TextualBody"
          - "nif:Context"
    
    properties:
      - property: "hasParentRegion"
        uri: "glam:hasParentRegion"
        range: "DocumentRegion"
        owl_mapping: "dcterms:isPartOf"
        description: "The containing region (section contains paragraph)"
      
      - property: "hasChildRegion"
        uri: "glam:hasChildRegion"
        range: "DocumentRegion"
        owl_mapping: "dcterms:hasPart"
        description: "Contained regions (paragraph contains sentences)"
      
      - property: "hasNextSibling"
        uri: "glam:hasNextSibling"
        range: "DocumentRegion"
        owl_mapping: "rico:isOrWasAdjacentTo"
        description: "Next region in document order"
      
      - property: "hasPreviousSibling"
        uri: "glam:hasPreviousSibling"
        range: "DocumentRegion"
        description: "Previous region in document order"
      
      - property: "hasSemanticRole"
        uri: "glam:hasSemanticRole"
        range: "LayoutSemanticRole"
        description: "The semantic function of this region"
      
      - property: "regionPath"
        uri: "glam:regionPath"
        range: "xsd:string"
        owl_mapping: "oa:hasSelector"
        description: "XPath, JSONPath, or other path expression"
      
      - property: "regionStart"
        uri: "glam:regionStart"
        range: "xsd:integer"
        owl_mapping: "nif:beginIndex"
        description: "Character offset of region start"
      
      - property: "regionEnd"
        uri: "glam:regionEnd"
        range: "xsd:integer"
        owl_mapping: "nif:endIndex"
        description: "Character offset of region end"

    # =========================================================================
    # SUBCATEGORIES - PRIMARY CONTENT REGIONS
    # =========================================================================
    
    subcategories:
      
      # -----------------------------------------------------------------------
      # PRIMARY CONTENT REGIONS
      # -----------------------------------------------------------------------
      
      DOC.HDR:
        name: "HEADER"
        definition: |
          Heading or title region that introduces and governs subsequent content.
          Headers establish scope for entity interpretation and relationship inference.
          
          Includes: h1-h6, chapter titles, section headings, running headers,
          PAGE-XML TextRegion[@type='header'], JSON object keys.
        
        ontology_mappings:
          primary_class: "schema:headline"
          alternative_classes:
            - "bf:Title"
            - "dcterms:title"
          nif_mapping: "nif:Title"
        
        header_levels:
          - level: 1
            scope: "document"
            html: "h1"
            pagexml: "TextRegion[@type='heading'][@level='1']"
            semantic: "Document title or primary topic"
          - level: 2
            scope: "chapter"
            html: "h2"
            pagexml: "TextRegion[@type='heading'][@level='2']"
            semantic: "Major section or chapter heading"
          - level: 3
            scope: "section"
            html: "h3"
            semantic: "Subsection heading"
          - level: 4
            scope: "subsection"
            html: "h4"
            semantic: "Sub-subsection heading"
          - level: 5
            scope: "paragraph_group"
            html: "h5"
            semantic: "Minor heading or label"
          - level: 6
            scope: "inline"
            html: "h6"
            semantic: "Inline heading or run-in head"
        
        governing_properties:
          - property: "governs"
            uri: "glam:governs"
            range: "DocumentRegion"
            description: "Regions semantically governed by this header"
          - property: "governsUntil"
            uri: "glam:governsUntil"
            range: "DocumentRegion"
            description: "Region where governance ends (next same-level header)"
      
      DOC.PAR:
        name: "PARAGRAPH"
        definition: |
          Block of continuous prose text forming a logical unit of discourse.
          The primary content-bearing unit in most documents.
          
          Includes: HTML <p>, PAGE-XML TextRegion[@type='paragraph'],
          text separated by blank lines, JSON string values.
        
        ontology_mappings:
          primary_class: "crm:E33_Linguistic_Object"
          alternative_classes:
            - "schema:Text"
            - "nif:Paragraph"
        
        paragraph_properties:
          - property: "paragraphIndex"
            uri: "glam:paragraphIndex"
            range: "xsd:integer"
            description: "Zero-based index within containing section"
          - property: "sentenceCount"
            uri: "glam:sentenceCount"
            range: "xsd:integer"
            description: "Number of sentences in paragraph"
      
      DOC.SEN:
        name: "SENTENCE"
        definition: |
          A grammatical sentence within a paragraph. The minimal unit for
          syntactic analysis and relationship extraction.
        
        ontology_mappings:
          primary_class: "nif:Sentence"
          alternative_classes:
            - "crm:E33_Linguistic_Object"
        
        sentence_properties:
          - property: "sentenceIndex"
            uri: "glam:sentenceIndex"
            range: "xsd:integer"
            description: "Zero-based index within containing paragraph"
      
      DOC.LST:
        name: "LIST"
        definition: |
          Ordered or unordered enumeration of items sharing parallel structure.
          
          Includes: HTML <ul>/<ol>, bulleted/numbered lists, PAGE-XML lists,
          JSON arrays, markdown lists.
        
        ontology_mappings:
          primary_class: "schema:ItemList"
          alternative_classes:
            - "rdf:List"
            - "rdf:Seq"
        
        list_types:
          - type: "ordered"
            html: "ol"
            semantic: "Sequence with meaningful order"
          - type: "unordered"
            html: "ul"
            semantic: "Set without meaningful order"
          - type: "definition"
            html: "dl"
            semantic: "Term-definition pairs"
      
      DOC.LIT:
        name: "LIST_ITEM"
        definition: |
          Individual item within a list. Shares type/relationship with siblings.
        
        ontology_mappings:
          primary_class: "schema:ListItem"
        
        list_item_properties:
          - property: "itemIndex"
            uri: "glam:itemIndex"
            range: "xsd:integer"
            description: "Position within list (0-based)"
          - property: "itemLabel"
            uri: "glam:itemLabel"
            range: "xsd:string"
            description: "Bullet, number, or marker text"
      
      DOC.TBL:
        name: "TABLE"
        definition: |
          Structured tabular data with rows and columns.
          
          Includes: HTML <table>, PAGE-XML tables, markdown tables,
          CSV/TSV content, JSON arrays of objects.
        
        ontology_mappings:
          primary_class: "schema:Table"
          alternative_classes:
            - "csvw:Table"
        
        table_structure:
          - component: "TABLE_HEADER"
            code: "DOC.TBL.HDR"
            html: "thead, th"
            description: "Column headers defining semantics"
          - component: "TABLE_BODY"
            code: "DOC.TBL.BDY"
            html: "tbody"
            description: "Data rows"
          - component: "TABLE_ROW"
            code: "DOC.TBL.ROW"
            html: "tr"
            description: "Single row of cells"
          - component: "TABLE_CELL"
            code: "DOC.TBL.CEL"
            html: "td"
            description: "Individual data cell"

      # -----------------------------------------------------------------------
      # SUPPLEMENTARY CONTENT REGIONS
      # -----------------------------------------------------------------------
      
      DOC.SDB:
        name: "SIDEBAR"
        definition: |
          Supplementary content presented alongside main text, typically
          providing context, metadata, or related information.
          
          HYPERNYM for: marginalia, infoboxes, callout boxes, pull quotes,
          asides, floating content.
          
          Includes: HTML <aside>, Wikipedia infoboxes, PAGE-XML marginal regions,
          floating boxes, pull quotes.
        
        ontology_mappings:
          primary_class: "schema:WPSideBar"
          alternative_classes:
            - "html:aside"
            - "crm:E73_Information_Object"
        
        hyponyms:
          
          DOC.SDB.MRG:
            name: "MARGINALIA"
            definition: |
              Annotations or notes in the margin of a page. Common in historical
              manuscripts, early printed books, and academic texts.
              
              Marginalia often contain:
              - Reader annotations (comments, corrections)
              - Editorial marks (printer instructions)
              - Cross-references (citations, page numbers)
              - Dates or signatures
            
            ontology_mappings:
              primary_class: "crm:E34_Inscription"
              note: "Marginalia as inscribed marks on document"
            
            margin_positions:
              - position: "left"
                pagexml: "TextRegion[@type='marginalia-left']"
              - position: "right"
                pagexml: "TextRegion[@type='marginalia-right']"
              - position: "top"
                pagexml: "TextRegion[@type='marginalia-top']"
              - position: "bottom"
                pagexml: "TextRegion[@type='marginalia-bottom']"
              - position: "interlinear"
                description: "Between lines of main text"
          
          DOC.SDB.IBX:
            name: "INFOBOX"
            definition: |
              Structured summary box containing key facts about a topic.
              Common in encyclopedias, Wikipedia, and reference works.
              
              Infoboxes contain structured claims with high extraction value.
            
            ontology_mappings:
              primary_class: "schema:Table"
              note: "Infoboxes are typically key-value tables"
            
            infobox_properties:
              - property: "infoboxType"
                range: "xsd:string"
                description: "Type of infobox (person, place, organization)"
          
          DOC.SDB.CLT:
            name: "CALLOUT"
            definition: |
              Highlighted text box drawing attention to key information.
              Includes pull quotes, highlighted passages, tip boxes.
            
            callout_types:
              - type: "pull_quote"
                description: "Excerpt from main text displayed prominently"
              - type: "tip"
                description: "Advice or recommendation"
              - type: "warning"
                description: "Caution or alert"
              - type: "note"
                description: "Additional information"
      
      DOC.CAP:
        name: "CAPTION"
        definition: |
          Text describing or explaining a figure, table, or other visual element.
          Captions establish aboutness relationships with visual content.
          
          Includes: HTML <figcaption>, PAGE-XML caption regions, alt text,
          image descriptions.
        
        ontology_mappings:
          primary_class: "schema:caption"
          alternative_classes:
            - "dcterms:description"
            - "crm:P3_has_note"
        
        caption_properties:
          - property: "captionOf"
            uri: "glam:captionOf"
            range: "DocumentRegion"
            owl_mapping: "schema:about"
            description: "The figure/table this caption describes"
      
      DOC.FTN:
        name: "FOOTNOTE"
        definition: |
          Reference note at bottom of page or end of section/document.
          Contains supplementary information, citations, or clarifications.
          
          Includes: Footnotes, endnotes, sidenotes, margin notes with references.
        
        ontology_mappings:
          primary_class: "bibo:Note"
          alternative_classes:
            - "schema:Comment"
            - "crm:E33_Linguistic_Object"
        
        footnote_types:
          - type: "footnote"
            location: "bottom_of_page"
            pagexml: "TextRegion[@type='footnote']"
          - type: "endnote"
            location: "end_of_chapter"
          - type: "sidenote"
            location: "margin"
        
        footnote_properties:
          - property: "footnoteMarker"
            uri: "glam:footnoteMarker"
            range: "xsd:string"
            description: "The marker symbol (*, 1, a, etc.)"
          - property: "referencesLocation"
            uri: "glam:referencesLocation"
            range: "DocumentRegion"
            description: "Location of footnote marker in main text"
      
      DOC.FIG:
        name: "FIGURE"
        definition: |
          Single visual content item (image, diagram, chart).
          For collections of images, use DOC.GAL (Gallery).
          For geographic/spatial visualizations, use DOC.MAP (Map).
          
          Entities mentioned in figures require visual analysis (OCR, object detection).
          
          Includes: HTML <figure>, embedded images, diagrams, charts, illustrations.
        
        ontology_mappings:
          primary_class: "schema:ImageObject"
          alternative_classes:
            - "crm:E38_Image"
            - "edm:WebResource"
            - "foaf:Image"
          linkml_mapping:
            class_uri: "schema:ImageObject"
            exact_mappings:
              - "crm:E38_Image"
            close_mappings:
              - "edm:WebResource"
        
        figure_types:
          - type: "photograph"
            description: "Photographic image"
          - type: "illustration"
            description: "Drawing, painting, or artwork"
          - type: "diagram"
            description: "Schematic, flowchart, or technical drawing"
          - type: "chart"
            description: "Data visualization (bar, line, pie, etc.)"
          - type: "scan"
            description: "Digitized physical document or object"

      # -----------------------------------------------------------------------
      # MEDIA COLLECTION REGIONS
      # -----------------------------------------------------------------------
      
      DOC.GAL:
        name: "GALLERY"
        code: "DOC.GAL"
        definition: |
          Collection of related visual or media items presented as a unit.
          Distinguished from single figures by containing MULTIPLE items with
          shared context, navigation, or thematic grouping.
          
          Domain-agnostic applications:
          - Heritage: Manuscript illuminations, artifact photo sets, exhibition views
          - Web: Image carousels, product galleries, portfolio showcases
          - Publishing: Photo essays, plate sections, illustration series
          - Archives: Document set scans, correspondence series images
          - Museums: Object photography series, conservation documentation
          
          Entities in galleries share contextual scope from gallery title/caption.
          Individual items may have their own DOC.FIG claims nested within.
        
        ontology_mappings:
          primary_class: "schema:ImageGallery"
          alternative_classes:
            - "schema:Collection"
            - "crm:E78_Curated_Holding"
            - "edm:Aggregation"
            - "as:Collection"
          linkml_mapping:
            class_uri: "schema:ImageGallery"
            close_mappings:
              - "schema:Collection"
              - "crm:E78_Curated_Holding"
            related_mappings:
              - "edm:Aggregation"
        
        format_mappings:
          html:
            elements: ["div[class*='gallery']", "div[class*='carousel']", "div[class*='slider']", "ul[class*='gallery']"]
            aria_roles: ["group", "listbox"]
          json:
            patterns: ["$.gallery", "$.images[]", "$.media.items[]"]
          pagexml:
            note: "Rare in PAGE-XML; group of consecutive ImageRegions"
        
        gallery_types:
          - type: "image_gallery"
            description: "Collection of photographs or illustrations"
            examples: ["museum object photos", "manuscript folios", "exhibition views"]
          - type: "carousel"
            description: "Horizontally/vertically scrolling media set"
          - type: "slideshow"
            description: "Sequential presentation with transitions"
          - type: "lightbox"
            description: "Thumbnail grid with modal expansion"
          - type: "filmstrip"
            description: "Linear sequence of video thumbnails or stills"
          - type: "plate_section"
            description: "Bound illustration pages in printed works"
            note: "Common in historical scientific/art publications"
        
        gallery_properties:
          - property: "galleryTitle"
            uri: "schema:name"
            description: "Title of the gallery collection"
          - property: "itemCount"
            uri: "schema:numberOfItems"
            description: "Number of items in gallery"
          - property: "galleryItems"
            uri: "schema:hasPart"
            range: "DocumentRegion"
            description: "Individual items (DOC.FIG) within gallery"
          - property: "curatedBy"
            uri: "schema:curator"
            owl_mapping: "prov:wasAttributedTo"
            description: "Agent who assembled the gallery"
        
        entity_extraction_notes: |
          Galleries present special extraction challenges:
          1. Gallery TITLE provides context for all contained items
          2. Individual CAPTIONS may override gallery-level context
          3. Items may be ORDERED (narrative sequence) or UNORDERED (thematic group)
          4. Navigation elements (prev/next, thumbnails) are structural, not content
          
          Recommended approach:
          - Create layout claim for gallery container (DOC.GAL)
          - Create nested layout claims for each item (DOC.FIG)
          - Entity claims reference their immediate container
          - Inherit gallery context when item lacks own caption
      
      DOC.MAP:
        name: "MAP"
        code: "DOC.MAP"
        definition: |
          Cartographic or spatial representation of geographic information.
          Distinguished from generic figures by explicit spatial semantics.
          
          CRITICAL DISTINCTION from GEOMETRY (GEO) entity type:
          - DOC.MAP is a DOCUMENT REGION containing a map visualization
          - GEO is an ENTITY TYPE for coordinate/shape data extracted from any region
          
          Domain-agnostic applications:
          - Heritage: Historical maps, archaeological site plans, building floorplans
          - Web: Interactive maps, location widgets, route displays
          - Publishing: Atlas plates, thematic maps, navigation charts
          - Archives: Survey maps, cadastral records, military charts
          - Urban planning: Zoning maps, infrastructure layouts
          
          Entities in maps require spatial reasoning for extraction.
          Place names (TOP) may appear as labels; geometry (GEO) as shapes/points.
        
        ontology_mappings:
          primary_class: "crm:E73_Information_Object"
          alternative_classes:
            - "schema:Map"
            - "edm:WebResource"
            - "geosparql:SpatialObject"
            - "bibo:Map"
          linkml_mapping:
            class_uri: "schema:Map"
            exact_mappings:
              - "bibo:Map"
            close_mappings:
              - "crm:E73_Information_Object"
            related_mappings:
              - "geosparql:SpatialObject"
        
        format_mappings:
          html:
            elements: ["div[class*='map']", "div[id*='map']", "leaflet-container", "mapboxgl-map", "gm-style"]
            note: "Interactive maps often use Leaflet, Mapbox, Google Maps containers"
          json:
            patterns: ["$.map", "$.geojson", "$.geometry", "$.features[]"]
            standards: ["GeoJSON (RFC 7946)", "TopoJSON"]
          image_formats:
            extensions: [".geotiff", ".tiff", ".jpg", ".png"]
            note: "Georeferenced images contain embedded coordinate metadata"
          pagexml:
            type: "GraphicRegion[@type='map']"
        
        map_types:
          - type: "reference_map"
            description: "General purpose geographic reference"
            examples: ["world map", "country outline", "street map"]
          - type: "thematic_map"
            description: "Data visualization on geographic base"
            examples: ["choropleth", "heat map", "dot distribution"]
          - type: "historical_map"
            description: "Map from historical period (primary source)"
            examples: ["17th century nautical chart", "medieval mappa mundi"]
          - type: "site_plan"
            description: "Architectural or archaeological layout"
            examples: ["floor plan", "excavation grid", "campus map"]
          - type: "route_map"
            description: "Navigation or journey visualization"
            examples: ["transit map", "pilgrimage route", "trade route"]
          - type: "cadastral_map"
            description: "Property boundary documentation"
            examples: ["land survey", "parcel map", "deed plat"]
          - type: "interactive_map"
            description: "User-manipulable web map with layers/zoom"
            examples: ["Leaflet widget", "Google Maps embed", "IIIF geo extension"]
        
        map_components:
          - component: "MAP.BAS"
            name: "Base Layer"
            description: "Background geographic reference (satellite, street, terrain)"
          - component: "MAP.OVL"
            name: "Overlay Layer"
            description: "Thematic data layer on top of base"
          - component: "MAP.MRK"
            name: "Markers"
            description: "Point features (pins, icons, labels)"
          - component: "MAP.SHP"
            name: "Shapes"
            description: "Polygon/polyline features (boundaries, routes)"
          - component: "MAP.LEG"
            name: "Legend"
            description: "Symbol key and scale information"
          - component: "MAP.CTL"
            name: "Controls"
            description: "Zoom, pan, layer toggles (structural, not content)"
        
        map_properties:
          - property: "mapTitle"
            uri: "schema:name"
            description: "Title of the map"
          - property: "spatialCoverage"
            uri: "schema:spatialCoverage"
            description: "Geographic extent represented"
          - property: "mapScale"
            uri: "schema:contentSize"
            description: "Representative fraction or verbal scale"
          - property: "projection"
            uri: "geosparql:hasSpatialAccuracy"
            description: "Cartographic projection used"
          - property: "temporalCoverage"
            uri: "schema:temporalCoverage"
            description: "Time period depicted (for historical maps)"
        
        entity_extraction_notes: |
          Maps present unique extraction challenges:
          
          1. TOPONYMS (TOP) appear as:
             - Labels on map face
             - Legend entries
             - Title/caption text
             - Popup/tooltip content (interactive maps)
          
          2. GEOMETRY (GEO) data includes:
             - Point coordinates (markers)
             - Bounding boxes
             - Polygon vertices (regions, buildings)
             - Polylines (routes, rivers, borders)
          
          3. TEMPORAL context:
             - Historical maps show past geography (not current!)
             - Map creation date ≠ depicted time period
             - Boundary changes over time
          
          4. PROVENANCE considerations:
             - Georeferenced scans have transformation accuracy
             - Interactive maps have tile source attribution
             - Derived maps inherit source map provenance
          
          Recommended approach:
          - Create layout claim for map container (DOC.MAP)
          - Extract toponyms with map-specific confidence (label legibility)
          - Extract geometry with coordinate reference system metadata
          - Track both map creation date AND depicted time period

      # -----------------------------------------------------------------------
      # AUDIOVISUAL CONTENT REGIONS
      # -----------------------------------------------------------------------
      
      DOC.AUD:
        name: "AUDIO"
        code: "DOC.AUD"
        definition: |
          Audio content region (sound recording, podcast, music, oral history).
          Entities require speech-to-text or audio analysis for extraction.
          
          Domain-agnostic applications:
          - Heritage: Oral history recordings, ethnographic field recordings
          - Web: Podcast episodes, music players, audio articles
          - Archives: Radio broadcasts, interview recordings, speeches
          - Museums: Audio guides, soundscapes, musical instrument recordings
          - Linguistics: Language documentation, dialect samples
          
          Audio content often has associated TRANSCRIPT (DOC.PAR) which is the
          primary source for NER; audio itself provides prosodic/speaker metadata.
        
        ontology_mappings:
          primary_class: "schema:AudioObject"
          alternative_classes:
            - "crm:E73_Information_Object"
            - "edm:WebResource"
            - "premis:IntellectualEntity"
          linkml_mapping:
            class_uri: "schema:AudioObject"
            close_mappings:
              - "crm:E73_Information_Object"
        
        format_mappings:
          html:
            elements: ["audio", "div[class*='audio-player']", "div[class*='podcast']"]
          json:
            patterns: ["$.audio", "$.podcast", "$.episodes[]", "$.tracks[]"]
          file_formats:
            extensions: [".mp3", ".wav", ".ogg", ".flac", ".m4a", ".aac"]
        
        audio_types:
          - type: "speech"
            description: "Spoken word content"
            examples: ["interview", "lecture", "oral history", "podcast"]
          - type: "music"
            description: "Musical performance or composition"
            examples: ["concert recording", "album track", "folk song"]
          - type: "soundscape"
            description: "Environmental or ambient audio"
            examples: ["field recording", "museum ambiance", "historic sound"]
          - type: "narration"
            description: "Scripted audio guide or documentary"
            examples: ["museum audio guide", "audiobook chapter"]
        
        audio_properties:
          - property: "duration"
            uri: "schema:duration"
            description: "Length of audio content (ISO 8601 duration)"
          - property: "transcript"
            uri: "schema:transcript"
            range: "DocumentRegion"
            description: "Text transcription of audio (DOC.PAR)"
          - property: "speaker"
            uri: "schema:actor"
            description: "Person(s) speaking in recording"
          - property: "recordingDate"
            uri: "schema:dateCreated"
            description: "When audio was recorded"
          - property: "recordingLocation"
            uri: "schema:contentLocation"
            description: "Where audio was recorded"
        
        audio_segments:
          - segment: "AUD.SPK"
            name: "Speaker Turn"
            description: "Contiguous speech by single speaker"
          - segment: "AUD.MUS"
            name: "Music Segment"
            description: "Musical interlude or background"
          - segment: "AUD.SIL"
            name: "Silence"
            description: "Intentional pause or gap"
          - segment: "AUD.SFX"
            name: "Sound Effect"
            description: "Non-speech, non-music audio event"
        
        entity_extraction_notes: |
          Audio requires multi-modal extraction:
          
          1. TRANSCRIPT-BASED (primary):
             - Extract entities from associated transcript (DOC.PAR)
             - Timestamps align text spans to audio segments
             - Speaker diarization links entities to speakers
          
          2. AUDIO-DIRECT (secondary):
             - Named entity recognition from ASR output
             - Speaker identification (voice biometrics)
             - Language/dialect detection
             - Prosodic analysis (emphasis, emotion)
          
          3. METADATA (tertiary):
             - ID3 tags (music files)
             - Episode metadata (podcasts)
             - Catalog records (archives)
          
          Provenance must track:
          - ASR model and confidence
          - Human transcription vs. automated
          - Timestamp precision
      
      DOC.VID:
        name: "VIDEO"
        code: "DOC.VID"
        definition: |
          Video content region (moving image with or without audio).
          Entities require multimodal analysis: visual, audio, and text (captions/OCR).
          
          Domain-agnostic applications:
          - Heritage: Documentary footage, conservation documentation, exhibition videos
          - Web: Embedded videos, live streams, video articles
          - Archives: News broadcasts, home movies, surveillance footage
          - Museums: Artist interviews, performance recordings, virtual tours
          - Education: Lecture recordings, tutorials, demonstrations
          
          Videos combine visual (DOC.FIG), audio (DOC.AUD), and textual modalities.
          Entities may appear in any modality and require cross-modal linking.
        
        ontology_mappings:
          primary_class: "schema:VideoObject"
          alternative_classes:
            - "crm:E73_Information_Object"
            - "edm:WebResource"
            - "premis:IntellectualEntity"
          linkml_mapping:
            class_uri: "schema:VideoObject"
            close_mappings:
              - "crm:E73_Information_Object"
        
        format_mappings:
          html:
            elements: ["video", "iframe[src*='youtube']", "iframe[src*='vimeo']", "div[class*='video-player']"]
          json:
            patterns: ["$.video", "$.videos[]", "$.media.video"]
          file_formats:
            extensions: [".mp4", ".webm", ".mov", ".avi", ".mkv"]
        
        video_types:
          - type: "documentary"
            description: "Non-fiction narrative video"
          - type: "interview"
            description: "Recorded conversation with subject"
          - type: "performance"
            description: "Recorded artistic performance"
          - type: "instructional"
            description: "Tutorial or demonstration"
          - type: "surveillance"
            description: "Continuous monitoring footage"
          - type: "news"
            description: "Broadcast journalism content"
          - type: "archival"
            description: "Historical footage or home movies"
        
        video_properties:
          - property: "duration"
            uri: "schema:duration"
            description: "Length of video (ISO 8601 duration)"
          - property: "transcript"
            uri: "schema:transcript"
            range: "DocumentRegion"
            description: "Text transcription of speech"
          - property: "caption"
            uri: "schema:caption"
            range: "DocumentRegion"
            description: "Closed captions or subtitles"
          - property: "thumbnail"
            uri: "schema:thumbnail"
            description: "Representative still image"
        
        video_segments:
          - segment: "VID.SCN"
            name: "Scene"
            description: "Continuous action segment"
          - segment: "VID.SHT"
            name: "Shot"
            description: "Single camera take"
          - segment: "VID.TTL"
            name: "Title Card"
            description: "Text overlay or title screen"
          - segment: "VID.CRD"
            name: "Credits"
            description: "Attribution information"
      
      DOC.EMB:
        name: "EMBEDDED_INTERACTIVE"
        code: "DOC.EMB"
        definition: |
          Embedded interactive content from external source or rich application.
          Includes iframes, widgets, web components, and embedded applications.
          
          Domain-agnostic applications:
          - Heritage: IIIF viewers, 3D model viewers, timeline widgets
          - Web: Social media embeds, code playgrounds, data visualizations
          - Publishing: Interactive charts, explorable explanations
          - Museums: Virtual tours, interactive exhibits, AR/VR content
          - Archives: Document viewers, transcription interfaces
          
          Entities within embedded content may require API access or headless
          browser rendering to extract; simple iframe inspection is insufficient.
        
        ontology_mappings:
          primary_class: "schema:WebApplication"
          alternative_classes:
            - "schema:CreativeWork"
            - "as:Application"
          linkml_mapping:
            class_uri: "schema:WebApplication"
        
        format_mappings:
          html:
            elements: ["iframe", "embed", "object", "web-component", "[data-widget]"]
          json:
            patterns: ["$.embed", "$.widget", "$.interactive"]
        
        embed_types:
          - type: "iiif_viewer"
            description: "IIIF-compliant image viewer"
            examples: ["Mirador", "Universal Viewer", "OpenSeadragon"]
            note: "Extract manifest URL for entity-rich metadata"
          - type: "3d_viewer"
            description: "3D model visualization"
            examples: ["Sketchfab embed", "Three.js scene", "WebGL viewer"]
          - type: "timeline"
            description: "Temporal data visualization"
            examples: ["TimelineJS", "Chronoline", "d3 timeline"]
          - type: "social_embed"
            description: "Social media post or feed"
            examples: ["Twitter/X embed", "Instagram post", "YouTube video"]
          - type: "data_viz"
            description: "Interactive data visualization"
            examples: ["D3.js chart", "Plotly graph", "Tableau embed"]
          - type: "code_playground"
            description: "Executable code environment"
            examples: ["CodePen", "JSFiddle", "Observable notebook"]
          - type: "form"
            description: "Interactive input form"
            examples: ["Survey", "search widget", "booking form"]
          - type: "virtual_tour"
            description: "360 or spatial navigation experience"
            examples: ["Google Street View", "Matterport", "museum virtual tour"]
        
        embed_properties:
          - property: "embedSource"
            uri: "schema:embedUrl"
            description: "URL of embedded content"
          - property: "embedProvider"
            uri: "schema:provider"
            description: "Service providing the embed"
          - property: "embedType"
            uri: "glam:embedType"
            description: "Category of interactive content"
          - property: "requiresInteraction"
            uri: "glam:requiresInteraction"
            description: "Whether user action needed to reveal content"
        
        entity_extraction_notes: |
          Embedded content presents significant extraction challenges:
          
          1. ACCESSIBILITY:
             - Content may be behind authentication
             - May require JavaScript execution
             - May load asynchronously
             - Cross-origin policies may block access
          
          2. STRATEGIES by embed type:
             - IIIF: Fetch manifest JSON for rich metadata
             - Social: Use platform APIs (Twitter, Instagram)
             - Data viz: Extract from data source if accessible
             - 3D: Parse model metadata, texture labels
          
          3. PROVENANCE requirements:
             - Record embed source URL
             - Record extraction timestamp (content may change)
             - Record access method (API, headless browser, etc.)
             - Note if content was inaccessible
          
          4. FALLBACK strategies:
             - Use surrounding context (embed caption, link text)
             - Use embed URL structure for hints
             - Use embed provider metadata

      # -----------------------------------------------------------------------
      # NAVIGATION AND STRUCTURE REGIONS
      # -----------------------------------------------------------------------
      
      DOC.NAV:
        name: "NAVIGATION"
        definition: |
          Generic navigational elements (breadcrumbs, menus, links).
          For specific navigation structures, use dedicated types:
          - DOC.TOC for tables of contents
          - DOC.IDX for indices
        
        ontology_mappings:
          primary_class: "schema:SiteNavigationElement"
          linkml_mapping:
            class_uri: "schema:SiteNavigationElement"
        
        navigation_types:
          - type: "breadcrumb"
            name: "Breadcrumb Trail"
            html: "nav[aria-label='breadcrumb'], .breadcrumb"
          - type: "menu"
            name: "Navigation Menu"
            html: "nav, menu"
          - type: "sitemap"
            name: "Site Map"
            description: "Hierarchical site structure overview"
      
      DOC.TOC:
        name: "TABLE_OF_CONTENTS"
        code: "DOC.TOC"
        definition: |
          Structured listing of document sections with page/location references.
          Distinguished from general navigation by its document-internal scope
          and hierarchical structure reflecting document organization.
          
          Domain-agnostic applications:
          - Heritage: Manuscript tables, register indices, finding aid outlines
          - Publishing: Book TOCs, journal issue contents, report outlines
          - Web: Article outlines, documentation navigation, wiki page contents
          - Archives: Folder listings, series descriptions, container lists
          - Legal: Statute tables, case indices, contract section lists
          
          High-value for entity extraction: section titles often contain
          key entities (names, places, dates, topics) that scope content.
        
        ontology_mappings:
          primary_class: "bibo:DocumentPart"
          alternative_classes:
            - "schema:ItemList"
            - "crm:E73_Information_Object"
          linkml_mapping:
            class_uri: "bibo:DocumentPart"
            close_mappings:
              - "schema:ItemList"
        
        format_mappings:
          html:
            elements: ["nav[role='doc-toc']", ".toc", "#table-of-contents", "ol.toc"]
          pagexml:
            type: "TextRegion[@type='table-of-contents']"
          tei:
            element: "<divGen type='toc'/>"
          epub:
            element: "nav[epub:type='toc']"
        
        toc_types:
          - type: "main_toc"
            description: "Primary document table of contents"
          - type: "list_of_figures"
            description: "Figure/illustration listing with page numbers"
            alias: "LOF"
          - type: "list_of_tables"
            description: "Table listing with page numbers"
            alias: "LOT"
          - type: "list_of_abbreviations"
            description: "Abbreviation/acronym listing"
          - type: "list_of_maps"
            description: "Map listing with page numbers"
          - type: "list_of_plates"
            description: "Plate/illustration listing (historical)"
        
        toc_properties:
          - property: "tocEntry"
            uri: "schema:itemListElement"
            description: "Individual TOC entry"
          - property: "sectionTitle"
            uri: "schema:name"
            description: "Title of referenced section"
          - property: "pageReference"
            uri: "bibo:pageStart"
            description: "Page number or location reference"
          - property: "nestingLevel"
            uri: "glam:hierarchyLevel"
            description: "Depth in TOC hierarchy (1=chapter, 2=section, etc.)"
        
        entity_extraction_notes: |
          TOC entries are HIGH-VALUE for entity extraction:
          
          1. SECTION TITLES often contain:
             - Person names (biographical sections)
             - Place names (geographic chapters)
             - Date ranges (chronological sections)
             - Organization names (institutional histories)
          
          2. HIERARCHICAL CONTEXT:
             - Parent entries scope child entries
             - "Part I: The Netherlands" -> child sections are Dutch-related
          
          3. PAGE REFERENCES enable:
             - Linking entities to page ranges
             - Validating entity locations in document
      
      DOC.IDX:
        name: "INDEX"
        code: "DOC.IDX"
        definition: |
          Alphabetical or systematic listing of terms, names, or subjects
          with page/location references. Distinguished from TOC by its
          alphabetical organization and term-based (not section-based) structure.
          
          Domain-agnostic applications:
          - Heritage: Name indices, place indices, subject indices
          - Publishing: Back-of-book indices, periodical indices
          - Archives: Finding aid indices, name authority files
          - Legal: Case citation indices, statute indices
          - Academic: Author indices, keyword indices
          
          EXTREMELY high-value for NER: indices are curated entity lists
          with location references, essentially pre-annotated entity data.
        
        ontology_mappings:
          primary_class: "bibo:DocumentPart"
          alternative_classes:
            - "schema:ItemList"
            - "skos:Collection"
          linkml_mapping:
            class_uri: "bibo:DocumentPart"
            related_mappings:
              - "skos:Collection"
        
        format_mappings:
          html:
            elements: ["div.index", "#index", "section[role='doc-index']"]
          pagexml:
            type: "TextRegion[@type='index']"
          tei:
            element: "<divGen type='index'/>, <index>"
        
        index_types:
          - type: "name_index"
            description: "Personal and corporate name index"
            entity_type: "AGT"
            note: "Pre-annotated AGENT entities"
          - type: "place_index"
            description: "Geographic and place name index"
            entity_type: "TOP"
            note: "Pre-annotated TOPONYM entities"
          - type: "subject_index"
            description: "Topic and subject index"
            entity_type: "mixed"
          - type: "title_index"
            description: "Work and publication title index"
            entity_type: "WRK"
            note: "Pre-annotated WORK entities"
          - type: "chronological_index"
            description: "Date and event index"
            entity_type: "TMP"
            note: "Pre-annotated TEMPORAL entities"
        
        index_properties:
          - property: "indexTerm"
            uri: "skos:prefLabel"
            description: "The indexed term or name"
          - property: "pageReferences"
            uri: "bibo:pages"
            description: "Page number(s) where term appears"
          - property: "seeAlso"
            uri: "skos:related"
            description: "Cross-reference to related terms"
          - property: "subentry"
            uri: "skos:narrower"
            description: "Nested sub-entries under main term"
        
        entity_extraction_notes: |
          Indices are GOLD STANDARD entity sources:
          
          1. PRE-CURATED ENTITIES:
             - Name indices = curated person/org list
             - Place indices = curated gazetteer
             - Subject indices = controlled vocabulary
          
          2. EXTRACTION STRATEGY:
             - Parse index entries as entity mentions
             - Use index type to assign entity class
             - Page references locate entities in text
          
          3. CROSS-REFERENCE VALUE:
             - "See also" links indicate entity relationships
             - Sub-entries indicate hierarchical relationships

      # -----------------------------------------------------------------------
      # FRONT MATTER REGIONS
      # -----------------------------------------------------------------------
      
      DOC.TTP:
        name: "TITLE_PAGE"
        code: "DOC.TTP"
        definition: |
          Primary identifying page of a document containing title, author,
          publisher, date, and other key metadata. High-value structured
          information source.
          
          Domain-agnostic applications:
          - Heritage: Manuscript title pages, incunabula colophons, broadside headers
          - Publishing: Book title pages, journal covers, report covers
          - Archives: Folder titles, series title sheets
          - Legal: Document covers, contract title pages
          - Academic: Thesis title pages, paper headers
          
          Title pages contain STRUCTURED CLAIMS about the document itself.
        
        ontology_mappings:
          primary_class: "bibo:DocumentPart"
          alternative_classes:
            - "schema:CoverPage"
            - "crm:E73_Information_Object"
          linkml_mapping:
            class_uri: "bibo:DocumentPart"
        
        format_mappings:
          html:
            elements: [".title-page", "#cover", "section.frontmatter"]
          pagexml:
            type: "TextRegion[@type='title-page']"
          tei:
            element: "<titlePage>"
        
        title_page_components:
          - component: "TTP.TTL"
            name: "Title"
            description: "Main document title"
            ontology: "dcterms:title"
          - component: "TTP.STL"
            name: "Subtitle"
            description: "Secondary title"
            ontology: "bibo:shortTitle"
          - component: "TTP.AUT"
            name: "Author"
            description: "Creator attribution"
            ontology: "dcterms:creator"
          - component: "TTP.PUB"
            name: "Publisher"
            description: "Publisher/printer"
            ontology: "dcterms:publisher"
          - component: "TTP.DAT"
            name: "Date"
            description: "Publication date"
            ontology: "dcterms:date"
          - component: "TTP.PLC"
            name: "Place"
            description: "Publication place"
            ontology: "dcterms:spatial"
          - component: "TTP.EDT"
            name: "Edition"
            description: "Edition statement"
            ontology: "bibo:edition"
          - component: "TTP.IMP"
            name: "Imprint"
            description: "Full publication statement"
            ontology: "bibo:Note"
        
        entity_extraction_notes: |
          Title pages are AUTHORITATIVE entity sources:
          
          1. STRUCTURED CLAIMS about document:
             - Author -> AGENT entity with creator role
             - Publisher -> GROUP entity
             - Date -> TEMPORAL entity (publication date)
             - Place -> TOPONYM entity (publication place)
          
          2. HIGH CONFIDENCE: Title page claims are intentional,
             not incidental mentions - treat as authoritative.
      
      DOC.DED:
        name: "DEDICATION"
        code: "DOC.DED"
        definition: |
          Dedicatory text, epigraph, or inscription typically appearing
          in front matter. May honor a person, quote a source, or set
          thematic context for the work.
          
          Domain-agnostic applications:
          - Heritage: Manuscript dedications, donor inscriptions
          - Publishing: Book dedications, memorial pages
          - Archives: Gift acknowledgments, founding documents
          - Academic: Thesis acknowledgments, memorial lectures
          - Monuments: Dedicatory inscriptions, foundation stones
        
        ontology_mappings:
          primary_class: "bibo:DocumentPart"
          alternative_classes:
            - "schema:Quotation"
            - "crm:E33_Linguistic_Object"
          linkml_mapping:
            class_uri: "bibo:DocumentPart"
        
        format_mappings:
          html:
            elements: [".dedication", ".epigraph", "blockquote.epigraph"]
          tei:
            element: "<div type='dedication'>, <epigraph>"
        
        dedication_types:
          - type: "dedication"
            description: "Work dedicated to a person or group"
            note: "Dedicatee is an AGENT entity"
          - type: "epigraph"
            description: "Quotation setting thematic context"
            note: "May contain WORK reference (source)"
          - type: "inscription"
            description: "Physical inscription text"
            note: "Common in monuments, buildings"
          - type: "acknowledgment"
            description: "Thanks to supporters/contributors"
            note: "Multiple AGENT entities"
        
        dedication_properties:
          - property: "dedicatee"
            uri: "schema:recipient"
            description: "Person/group to whom work is dedicated"
          - property: "quotationSource"
            uri: "schema:isBasedOn"
            description: "Source of epigraph quotation"
      
      DOC.COL:
        name: "COLOPHON"
        code: "DOC.COL"
        definition: |
          Production statement typically at end of document containing
          printing/publication details: printer, date, place, technical
          specifications. Critical for bibliographic identification.
          
          Domain-agnostic applications:
          - Heritage: Manuscript colophons, incunabula printer statements
          - Publishing: Printer's statements, production credits
          - Archives: Processing notes, digitization metadata
          - Legal: Document certification statements
          - Digital: Software version, generation metadata
          
          Colophons contain AUTHORITATIVE production claims.
        
        ontology_mappings:
          primary_class: "bibo:DocumentPart"
          alternative_classes:
            - "crm:E65_Creation"
            - "prov:Activity"
          linkml_mapping:
            class_uri: "bibo:DocumentPart"
            related_mappings:
              - "crm:E65_Creation"
        
        format_mappings:
          html:
            elements: [".colophon", "#colophon", "section[role='doc-colophon']"]
          pagexml:
            type: "TextRegion[@type='colophon']"
          tei:
            element: "<colophon>"
        
        colophon_components:
          - component: "COL.PRN"
            name: "Printer"
            description: "Printing house or individual printer"
            ontology: "schema:printer"
          - component: "COL.DAT"
            name: "Date"
            description: "Printing/production date"
            ontology: "dcterms:created"
          - component: "COL.PLC"
            name: "Place"
            description: "Place of production"
            ontology: "dcterms:spatial"
          - component: "COL.TYP"
            name: "Typography"
            description: "Font/type information"
          - component: "COL.PAP"
            name: "Paper"
            description: "Paper/material specifications"
          - component: "COL.CPY"
            name: "Copyright"
            description: "Rights statement"
            ontology: "dcterms:rights"
          - component: "COL.EDN"
            name: "Edition"
            description: "Print run, edition number"
            ontology: "bibo:edition"
        
        entity_extraction_notes: |
          Colophons are CRITICAL for heritage identification:
          
          1. PRODUCTION AGENTS:
             - Printer -> GROUP or AGENT entity
             - Publisher -> GROUP entity
             - Scribe (manuscripts) -> AGENT entity
          
          2. PRODUCTION CONTEXT:
             - Date -> TEMPORAL entity
             - Place -> TOPONYM entity
          
          3. BIBLIOGRAPHIC VALUE:
             - Often only source for incunabula dating
             - Manuscript colophons name scribes

      # -----------------------------------------------------------------------
      # BACK MATTER REGIONS
      # -----------------------------------------------------------------------
      
      DOC.BIB:
        name: "BIBLIOGRAPHY"
        code: "DOC.BIB"
        definition: |
          List of cited or referenced works. Each entry represents a
          WORK entity with structured bibliographic data.
          
          Domain-agnostic applications:
          - Heritage: Manuscript source lists, catalog references
          - Publishing: Book bibliographies, article references
          - Academic: Citation lists, literature reviews
          - Legal: Case citations, statute references
          - Archives: Related materials, provenance sources
          
          Bibliographies are STRUCTURED WORK entity lists.
        
        ontology_mappings:
          primary_class: "bibo:DocumentPart"
          alternative_classes:
            - "schema:ItemList"
            - "dcterms:BibliographicResource"
          linkml_mapping:
            class_uri: "bibo:DocumentPart"
        
        format_mappings:
          html:
            elements: [".bibliography", ".references", "#refs", "section[role='doc-bibliography']"]
          tei:
            element: "<listBibl>, <div type='bibliography'>"
        
        bibliography_types:
          - type: "works_cited"
            description: "Works directly cited in text"
          - type: "further_reading"
            description: "Recommended but not cited works"
          - type: "sources"
            description: "Primary source list"
          - type: "discography"
            description: "Music recording references"
          - type: "filmography"
            description: "Film/video references"
          - type: "webography"
            description: "Web resource references"
        
        bibliography_entry_components:
          - component: "BIB.AUT"
            name: "Author"
            entity_type: "AGT"
            ontology: "dcterms:creator"
          - component: "BIB.TTL"
            name: "Title"
            entity_type: "WRK"
            ontology: "dcterms:title"
          - component: "BIB.DAT"
            name: "Date"
            entity_type: "TMP"
            ontology: "dcterms:date"
          - component: "BIB.PUB"
            name: "Publisher"
            entity_type: "GRP"
            ontology: "dcterms:publisher"
          - component: "BIB.PLC"
            name: "Place"
            entity_type: "TOP"
            ontology: "dcterms:spatial"
        
        entity_extraction_notes: |
          Bibliographies are PRE-STRUCTURED entity sources:
          
          1. EACH ENTRY contains:
             - Author(s) -> AGENT entities
             - Title -> WORK entity
             - Date -> TEMPORAL entity
             - Publisher -> GROUP entity
             - Place -> TOPONYM entity
          
          2. CITATION PARSING:
             - Citation format indicates field boundaries
             - High confidence due to intentional structure
      
      DOC.APP:
        name: "APPENDIX"
        code: "DOC.APP"
        definition: |
          Supplementary material at document end containing supporting
          data, extended discussions, or reference material too detailed
          for main text.
          
          Domain-agnostic applications:
          - Heritage: Document transcriptions, provenance records
          - Publishing: Data tables, extended methods, source texts
          - Academic: Statistical data, interview transcripts
          - Legal: Exhibits, supporting documents
          - Archives: Finding aid supplements, accession lists
        
        ontology_mappings:
          primary_class: "bibo:DocumentPart"
          alternative_classes:
            - "schema:CreativeWork"
          linkml_mapping:
            class_uri: "bibo:DocumentPart"
        
        format_mappings:
          html:
            elements: [".appendix", "section[role='doc-appendix']"]
          tei:
            element: "<div type='appendix'>"
        
        appendix_types:
          - type: "data_appendix"
            description: "Statistical or tabular data"
          - type: "document_appendix"
            description: "Reproduced primary documents"
          - type: "technical_appendix"
            description: "Methods, algorithms, specifications"
          - type: "glossary_appendix"
            description: "Extended terminology (see also DOC.GLO)"
        
        appendix_properties:
          - property: "appendixLabel"
            uri: "schema:name"
            description: "Appendix letter/number (A, B, C or 1, 2, 3)"
          - property: "appendixTitle"
            uri: "dcterms:title"
            description: "Descriptive title"
      
      DOC.GLO:
        name: "GLOSSARY"
        code: "DOC.GLO"
        definition: |
          Alphabetical list of terms with definitions. Each entry is a
          CONCEPT with term (label) and definition (description).
          
          Domain-agnostic applications:
          - Heritage: Manuscript terminology, archaic word lists
          - Publishing: Technical glossaries, foreign word lists
          - Academic: Disciplinary terminology
          - Legal: Legal terms, statutory definitions
          - Archives: Archival terminology, provenance terms
          
          Glossaries are CONTROLLED VOCABULARY sources.
        
        ontology_mappings:
          primary_class: "skos:ConceptScheme"
          alternative_classes:
            - "schema:DefinedTermSet"
            - "bibo:DocumentPart"
          linkml_mapping:
            class_uri: "skos:ConceptScheme"
        
        format_mappings:
          html:
            elements: [".glossary", "dl.glossary", "section[role='doc-glossary']"]
          tei:
            element: "<list type='gloss'>, <div type='glossary'>"
        
        glossary_entry_components:
          - component: "GLO.TRM"
            name: "Term"
            ontology: "skos:prefLabel"
          - component: "GLO.DEF"
            name: "Definition"
            ontology: "skos:definition"
          - component: "GLO.SYN"
            name: "Synonym"
            ontology: "skos:altLabel"
          - component: "GLO.REL"
            name: "Related Term"
            ontology: "skos:related"

      # -----------------------------------------------------------------------
      # COMMERCIAL AND BRANDING REGIONS
      # -----------------------------------------------------------------------
      
      DOC.ADV:
        name: "ADVERTISEMENT"
        code: "DOC.ADV"
        definition: |
          Commercial or promotional content within document. Important for
          historical documents where ads provide dating, pricing, business,
          and social context. Distinct from main editorial content.
          
          Domain-agnostic applications:
          - Heritage: Historical newspaper ads, trade catalog entries, broadside ads
          - Publishing: Book advertisements, periodical ads, classified sections
          - Archives: Commercial records, promotional materials
          - Web: Banner ads, sponsored content, promotional sections
          - Ephemera: Trade cards, handbills, promotional flyers
          
          Advertisements are RICH entity sources for historical research:
          business names, addresses, prices, products, and social attitudes.
        
        ontology_mappings:
          primary_class: "schema:Advertisement"
          alternative_classes:
            - "crm:E73_Information_Object"
            - "bibo:DocumentPart"
          linkml_mapping:
            class_uri: "schema:Advertisement"
        
        format_mappings:
          html:
            elements: [".ad", ".advertisement", "[role='complementary'][aria-label*='sponsor']", "aside.ad"]
          pagexml:
            type: "TextRegion[@type='advertisement']"
          newspaper:
            note: "Common in historical newspaper digitization"
        
        advertisement_types:
          - type: "display_ad"
            description: "Large format advertisement with graphics"
          - type: "classified_ad"
            description: "Text-only small advertisement"
          - type: "trade_listing"
            description: "Business directory entry"
          - type: "prospectus"
            description: "Book/publication advertisement"
          - type: "patent_medicine"
            description: "Historical medical product ads"
            note: "Common in 19th century periodicals"
          - type: "auction_notice"
            description: "Sale or auction announcement"
          - type: "legal_notice"
            description: "Required public announcements"
        
        advertisement_properties:
          - property: "advertiser"
            uri: "schema:sponsor"
            description: "Business or person placing ad"
            entity_type: "GRP or AGT"
          - property: "product"
            uri: "schema:itemAdvertised"
            description: "Product or service advertised"
          - property: "businessAddress"
            uri: "schema:address"
            description: "Advertiser's address"
            entity_type: "TOP"
          - property: "price"
            uri: "schema:price"
            description: "Advertised price"
            entity_type: "QTY"
        
        entity_extraction_notes: |
          Historical advertisements are TREASURE TROVES:
          
          1. BUSINESS ENTITIES:
             - Business names -> GROUP entities
             - Proprietor names -> AGENT entities
             - Business addresses -> TOPONYM entities
          
          2. HISTORICAL VALUE:
             - Dating evidence (product availability)
             - Pricing history
             - Business locations over time
             - Social/cultural attitudes
          
          3. PROVENANCE:
             - Distinguish ad claims from editorial claims
             - Ads have different authority level
      
      DOC.LOG:
        name: "LOGO"
        code: "DOC.LOG"
        definition: |
          Visual identity marks: logos, mastheads, colophon marks, printer's
          devices, watermarks, seals, and brand identifiers. Important for
          attribution and provenance.
          
          Domain-agnostic applications:
          - Heritage: Printer's marks, publisher devices, watermarks, seals
          - Publishing: Publisher logos, journal mastheads, imprint marks
          - Archives: Institutional seals, letterhead logos
          - Web: Site logos, brand marks, favicons
          - Legal: Notary seals, official stamps, certification marks
          
          Logos identify PRODUCING AGENTS and provide provenance evidence.
        
        ontology_mappings:
          primary_class: "schema:ImageObject"
          alternative_classes:
            - "crm:E37_Mark"
            - "crm:E73_Information_Object"
          linkml_mapping:
            class_uri: "schema:ImageObject"
            close_mappings:
              - "crm:E37_Mark"
        
        format_mappings:
          html:
            elements: [".logo", "header img.logo", "[role='banner'] img", ".masthead img"]
          pagexml:
            type: "GraphicRegion[@type='logo'], GraphicRegion[@type='decoration']"
        
        logo_types:
          - type: "publisher_logo"
            description: "Publisher's identifying mark"
          - type: "printer_device"
            description: "Historical printer's identifying mark"
            note: "Critical for incunabula identification"
          - type: "masthead"
            description: "Newspaper/periodical title banner"
          - type: "watermark"
            description: "Paper manufacturer's mark"
            note: "Used for paper dating and provenance"
          - type: "seal"
            description: "Official or personal seal impression"
            entity_type: "AGT or GRP"
          - type: "coat_of_arms"
            description: "Heraldic device"
            entity_type: "AGT or GRP"
          - type: "colophon_mark"
            description: "Decorative mark in colophon"
          - type: "ex_libris"
            description: "Bookplate or ownership mark"
            note: "Provenance evidence for ownership history"
        
        logo_properties:
          - property: "logoOwner"
            uri: "schema:creator"
            description: "Entity identified by logo"
            entity_type: "GRP or AGT"
          - property: "logoDescription"
            uri: "schema:description"
            description: "Visual description of mark"
          - property: "logoReference"
            uri: "schema:isBasedOn"
            description: "Reference to mark catalog/database"
        
        entity_extraction_notes: |
          Logos provide PROVENANCE evidence:
          
          1. ATTRIBUTION:
             - Printer's devices identify producer
             - Publisher logos identify publisher
             - Watermarks date paper production
          
          2. OWNERSHIP HISTORY:
             - Ex libris marks trace ownership
             - Seals indicate institutional provenance
          
          3. VISUAL ANALYSIS required:
             - May need image matching to logo databases
             - Heraldic interpretation for coats of arms
      
      DOC.PGN:
        name: "PAGINATION"
        definition: |
          Page numbers, folio numbers, signature marks in printed/manuscript works.
        
        ontology_mappings:
          primary_class: "crm:E42_Identifier"
        
        pagination_types:
          - type: "page_number"
            pagexml: "TextRegion[@type='page-number']"
            description: "Arabic or Roman numeral page number"
          - type: "folio"
            description: "Leaf number with recto/verso (e.g., 23r, 23v)"
          - type: "signature_mark"
            pagexml: "TextRegion[@type='signature-mark']"
            description: "Gathering/quire identifier in manuscripts"
          - type: "catch_word"
            pagexml: "TextRegion[@type='catch-word']"
            description: "Word at page bottom matching next page start"
      
      DOC.BLK:
        name: "BLOCK_QUOTE"
        definition: |
          Extended quotation from another source, typically indented or styled
          distinctly from surrounding text.
        
        ontology_mappings:
          primary_class: "schema:Quotation"
          alternative_classes:
            - "crm:E33_Linguistic_Object"
        
        quote_properties:
          - property: "quotedFrom"
            uri: "glam:quotedFrom"
            range: "xsd:anyURI"
            owl_mapping: "prov:wasDerivedFrom"
            description: "Source of the quotation"

      # -----------------------------------------------------------------------
      # METADATA AND ADMINISTRATIVE REGIONS
      # -----------------------------------------------------------------------
      
      DOC.MTD:
        name: "METADATA_BLOCK"
        definition: |
          Region containing document metadata (author, date, keywords, etc.).
          High-value for entity extraction as claims are typically structured.
          
          Includes: HTML <head>, document properties, front matter, colophon.
        
        ontology_mappings:
          primary_class: "dcterms:BibliographicResource"
          alternative_classes:
            - "schema:CreativeWork"
        
        metadata_block_types:
          - type: "front_matter"
            description: "Title page, copyright, dedication"
          - type: "back_matter"
            description: "Appendices, bibliography, colophon"
          - type: "colophon"
            description: "Production details (printer, date, place)"
            pagexml: "TextRegion[@type='colophon']"
          - type: "document_head"
            html: "head"
            description: "HTML metadata section"
      
      DOC.ANN:
        name: "ANNOTATION_REGION"
        definition: |
          Region containing annotations or markup added to document.
          Distinguished from original content for provenance tracking.
          
          Includes: Editorial additions, transcription notes, TEI annotations.
        
        ontology_mappings:
          primary_class: "oa:Annotation"
          alternative_classes:
            - "crm:E13_Attribute_Assignment"
        
        annotation_properties:
          - property: "annotationBody"
            uri: "oa:hasBody"
            description: "Content of the annotation"
          - property: "annotationTarget"
            uri: "oa:hasTarget"
            description: "Region being annotated"
          - property: "annotator"
            uri: "oa:annotatedBy"
            owl_mapping: "prov:wasAttributedTo"
            description: "Agent who created annotation"

# =============================================================================
# SEMANTIC ROLE ENUMERATION
# =============================================================================

layout_semantic_roles:
  description: |
    Enumeration of semantic roles that document regions can play.
    A single region may have multiple roles.
  
  roles:
    - role: "PRIMARY_CONTENT"
      code: "PRIM"
      description: "Main content bearing primary information"
      typical_regions: ["DOC.PAR", "DOC.HDR", "DOC.LST"]
    
    - role: "SUPPLEMENTARY"
      code: "SUPP"
      description: "Additional context or metadata"
      typical_regions: ["DOC.SDB", "DOC.FTN", "DOC.CAP", "DOC.APP"]
    
    - role: "NAVIGATIONAL"
      code: "NAV"
      description: "Aids document navigation"
      typical_regions: ["DOC.NAV", "DOC.PGN", "DOC.TOC", "DOC.IDX"]
    
    - role: "STRUCTURAL"
      code: "STRC"
      description: "Defines document structure"
      typical_regions: ["DOC.HDR", "DOC.TTP"]
    
    - role: "REFERENTIAL"
      code: "REF"
      description: "Points to other resources"
      typical_regions: ["DOC.FTN", "DOC.BLK", "DOC.BIB"]
    
    - role: "VISUAL"
      code: "VIS"
      description: "Non-textual visual content (images, maps, diagrams)"
      typical_regions: ["DOC.FIG", "DOC.GAL", "DOC.MAP", "DOC.LOG"]
    
    - role: "AUDIOVISUAL"
      code: "AV"
      description: "Time-based media content (audio, video)"
      typical_regions: ["DOC.AUD", "DOC.VID"]
    
    - role: "INTERACTIVE"
      code: "INT"
      description: "User-manipulable embedded content"
      typical_regions: ["DOC.EMB", "DOC.MAP"]
      note: "Interactive maps have both VIS and INT roles"
    
    - role: "METADATA"
      code: "META"
      description: "Document-level metadata"
      typical_regions: ["DOC.MTD", "DOC.COL", "DOC.TTP"]
    
    - role: "SPATIAL"
      code: "SPAT"
      description: "Geographic or spatial representation"
      typical_regions: ["DOC.MAP"]
      note: "Distinct from VISUAL; emphasizes coordinate/location semantics"
    
    - role: "FRONT_MATTER"
      code: "FRNT"
      description: "Preliminary material before main content"
      typical_regions: ["DOC.TTP", "DOC.DED", "DOC.TOC"]
    
    - role: "BACK_MATTER"
      code: "BACK"
      description: "Material following main content"
      typical_regions: ["DOC.BIB", "DOC.IDX", "DOC.APP", "DOC.GLO", "DOC.COL"]
    
    - role: "PARATEXTUAL"
      code: "PARA"
      description: "Content about the document itself (not subject matter)"
      typical_regions: ["DOC.TTP", "DOC.COL", "DOC.DED", "DOC.ADV"]
      note: "Genette's paratext concept - frames the main text"
    
    - role: "COMMERCIAL"
      code: "COMM"
      description: "Commercial or promotional content"
      typical_regions: ["DOC.ADV", "DOC.LOG"]
      note: "Distinguish from editorial content for authority assessment"
    
    - role: "LEXICAL"
      code: "LEX"
      description: "Vocabulary, terminology, and definitions"
      typical_regions: ["DOC.GLO", "DOC.IDX"]

# =============================================================================
# STRUCTURAL CONTEXTS FOR CLUSTERING
# =============================================================================

structural_contexts:
  description: |
    Document regions provide semantic context for entity clustering and relationship
    inference. Entities appearing in the same structural context are more likely
    to be related or co-referential than entities in distant structures.
    
    This section defines annotation rules for major structural context types.
  
  # ---------------------------------------------------------------------------
  # List Contexts
  # ---------------------------------------------------------------------------
  list_contexts:
    description: |
      Lists (ul, ol, dl) have special semantics. Items in a list:
      - Share a common parent context (the list introduction)
      - Often have parallel structure (same entity types)
      - May be implicitly related (all members of same group)
    
    annotation_rules:
      - rule: "LIST_ITEM_PARALLELISM"
        description: |
          Entities in sibling list items likely share:
          - Same entity TYPE (all museums, all dates, all people)
          - Same RELATIONSHIP to list parent (all "member of", all "located in")
          - Parallel STRUCTURE (if first item has date, others likely do too)
      
      - rule: "LIST_HEADER_INHERITANCE"
        description: |
          List items inherit context from the text introducing the list.
          "The following museums are members:" + <li>Rijksmuseum</li>
          implies Rijksmuseum has membership relationship.
  
  # ---------------------------------------------------------------------------
  # Sidebar Contexts
  # ---------------------------------------------------------------------------
  sidebar_contexts:
    description: |
      Sidebars, asides, marginalia, infoboxes contain SUPPLEMENTARY information.
      Entities in sidebars:
      - Provide metadata ABOUT the main content
      - May contain structured data (birth dates, locations, identifiers)
      - Have different reliability/authority than main narrative
    
    annotation_rules:
      - rule: "SIDEBAR_METADATA_EXTRACTION"
        description: |
          Sidebar content often contains STRUCTURED CLAIMS suitable for
          direct property extraction:
          - Infobox fields → claim properties
          - Marginalia dates → temporal metadata
          - Caption text → aboutness relationships
      
      - rule: "SIDEBAR_MAIN_LINKING"
        description: |
          Link sidebar entities to main content entities when co-referential.
          The sidebar "Born: 1606" links to the main text "Rembrandt".
  
  # ---------------------------------------------------------------------------
  # Caption Contexts
  # ---------------------------------------------------------------------------
  caption_contexts:
    description: |
      Captions (figcaption, TextRegion[@type='caption']) describe VISUAL content.
      Entities in captions:
      - Describe depicted subjects (people, places, objects)
      - Provide dates/locations for the depicted scene
      - May differ from main text (image of one thing, text about another)
    
    annotation_rules:
      - rule: "CAPTION_VISUAL_BINDING"
        description: |
          Caption entities are ABOUT the associated figure/image.
          This is distinct from main text co-occurrence.
          Use relationship: schema:about with target: figure URI.
      
      - rule: "CAPTION_PROVENANCE"
        description: |
          Captions may have different authorship/dates than main text.
          Track caption-specific provenance when available.

# =============================================================================
# FORMAT-SPECIFIC PATH CONVENTIONS
# =============================================================================

format_path_conventions:
  description: |
    Different document formats require different path syntaxes for locating
    entities within document structure. This section defines conventions for
    each supported format.
  
  # ---------------------------------------------------------------------------
  # PAGE-XML Paths
  # ---------------------------------------------------------------------------
  page_xml:
    description: |
      PAGE-XML (used for historical manuscript transcription) organizes content
      into TextRegions with type attributes. Critical for manuscript NER.
    
    namespace: "http://schema.primaresearch.org/PAGE/gts/pagecontent/2019-07-15"
    prefix: "page"
    
    text_region_types:
      - type: "header"
        semantic_role: "section_heading"
        doc_region: "DOC.HDR"
        path_example: "//page:TextRegion[@type='header'][1]"
      
      - type: "paragraph"
        semantic_role: "body_content"
        doc_region: "DOC.PAR"
        path_example: "//page:TextRegion[@type='paragraph'][3]"
      
      - type: "marginalia-left"
        semantic_role: "supplementary_note"
        doc_region: "DOC.SDB.MRG"
        path_example: "//page:TextRegion[@type='marginalia-left'][1]"
      
      - type: "marginalia-right"
        semantic_role: "supplementary_note"
        doc_region: "DOC.SDB.MRG"
        path_example: "//page:TextRegion[@type='marginalia-right'][1]"
      
      - type: "caption"
        semantic_role: "figure_description"
        doc_region: "DOC.CAP"
        path_example: "//page:TextRegion[@type='caption'][1]"
      
      - type: "page-number"
        semantic_role: "pagination"
        doc_region: "DOC.PGN"
        path_example: "//page:TextRegion[@type='page-number'][1]"
      
      - type: "signature-mark"
        semantic_role: "gathering_identifier"
        doc_region: "DOC.PGN"
        path_example: "//page:TextRegion[@type='signature-mark'][1]"
      
      - type: "catch-word"
        semantic_role: "gathering_continuity"
        doc_region: "DOC.PGN"
        path_example: "//page:TextRegion[@type='catch-word'][1]"
      
      - type: "table"
        semantic_role: "structured_data"
        doc_region: "DOC.TBL"
        path_example: "//page:TextRegion[@type='table'][1]"
      
      - type: "footnote"
        semantic_role: "reference_note"
        doc_region: "DOC.FTN"
        path_example: "//page:TextRegion[@type='footnote'][1]"
      
      - type: "table-of-contents"
        semantic_role: "navigation"
        doc_region: "DOC.TOC"
        path_example: "//page:TextRegion[@type='table-of-contents'][1]"
      
      - type: "index"
        semantic_role: "navigation"
        doc_region: "DOC.IDX"
        path_example: "//page:TextRegion[@type='index'][1]"
      
      - type: "title-page"
        semantic_role: "front_matter"
        doc_region: "DOC.TTP"
        path_example: "//page:TextRegion[@type='title-page'][1]"
      
      - type: "colophon"
        semantic_role: "production_statement"
        doc_region: "DOC.COL"
        path_example: "//page:TextRegion[@type='colophon'][1]"
      
      - type: "advertisement"
        semantic_role: "commercial_content"
        doc_region: "DOC.ADV"
        path_example: "//page:TextRegion[@type='advertisement'][1]"
    
    annotation_output:
      description: "Include PAGE-XML path in entity provenance"
      example:
        entity: "Rembrandt"
        span_start: 145
        span_end: 154
        page_xml_path: "//page:Page[@imageFilename='folio_23r.jpg']/page:TextRegion[@id='r1']/page:TextLine[@id='l1']/page:Word[@id='w3']"
        text_region_type: "paragraph"
        text_region_id: "r1"
        doc_region: "DOC.PAR"
  
  # ---------------------------------------------------------------------------
  # HTML Paths
  # ---------------------------------------------------------------------------
  html:
    description: |
      HTML documents use semantic elements for structure. Critical for web NER.
    
    semantic_elements:
      headers:
        elements: ["h1", "h2", "h3", "h4", "h5", "h6"]
        semantic_role: "section_heading"
        doc_region: "DOC.HDR"
        hierarchy: "h1 > h2 > h3 > h4 > h5 > h6"
      
      body_content:
        elements: ["p", "div.content", "article", "section", "main"]
        semantic_role: "primary_content"
        doc_region: "DOC.PAR"
      
      supplementary:
        elements: ["aside", "nav", "footer"]
        semantic_role: "supplementary_content"
        doc_regions:
          aside: "DOC.SDB"
          nav: "DOC.NAV"
          footer: "DOC.MTD"
      
      figures:
        elements: ["figure", "figcaption", "img"]
        semantic_role: "visual_content"
        doc_regions:
          figure: "DOC.FIG"
          figcaption: "DOC.CAP"
      
      lists:
        elements: ["ul", "ol", "li", "dl", "dt", "dd"]
        semantic_role: "enumerated_content"
        doc_region: "DOC.LST"
      
      tables:
        elements: ["table", "thead", "tbody", "tr", "th", "td"]
        semantic_role: "structured_data"
        doc_region: "DOC.TBL"
      
      metadata:
        elements: ["meta", "title", "head"]
        semantic_role: "document_metadata"
        doc_region: "DOC.MTD"
      
      media:
        audio: 
          elements: ["audio", "source[type^='audio']"]
          doc_region: "DOC.AUD"
        video:
          elements: ["video", "source[type^='video']", "iframe[src*='youtube']", "iframe[src*='vimeo']"]
          doc_region: "DOC.VID"
        embed:
          elements: ["iframe", "embed", "object"]
          doc_region: "DOC.EMB"
    
    xpath_conventions:
      - pattern: "//article/section[2]/h2[1]"
        description: "Second section's heading in article"
        doc_region: "DOC.HDR"
      
      - pattern: "//table[@class='infobox']//td[contains(text(),'Born')]"
        description: "Birth date cell in Wikipedia-style infobox"
        doc_region: "DOC.SDB.IBX"
      
      - pattern: "//aside//a[@href]"
        description: "Links in sidebar content"
        doc_region: "DOC.SDB"
      
      - pattern: "//figure/figcaption"
        description: "Caption for figure"
        doc_region: "DOC.CAP"
      
      - pattern: "//nav[@aria-label='breadcrumb']//li"
        description: "Breadcrumb navigation items"
        doc_region: "DOC.NAV"
    
    annotation_output:
      example:
        entity: "Rijksmuseum"
        span_start: 2341
        span_end: 2352
        xpath: "/html/body/main/article/section[3]/p[2]"
        css_selector: "article > section:nth-child(3) > p:nth-child(2)"
        semantic_context: "body_content"
        doc_region: "DOC.PAR"
        parent_header: "Dutch Museums"
        parent_header_path: "/html/body/main/article/section[3]/h2"
  
  # ---------------------------------------------------------------------------
  # JSON Paths
  # ---------------------------------------------------------------------------
  json:
    description: |
      JSON documents use key paths for structure. Critical for API response NER.
    
    path_notation: "JSONPath (RFC 9535) or dot notation"
    
    common_patterns:
      - pattern: "$.results[*].name"
        description: "Name field in array of results"
        likely_entity: "any named entity"
      
      - pattern: "$.data.institution.address.city"
        description: "Nested city within institution data"
        likely_entity: "TOP"
      
      - pattern: "$['@context']"
        description: "JSON-LD context (for namespace resolution)"
        semantic_role: "metadata"
      
      - pattern: "$.metadata.creator"
        description: "Document creator in metadata block"
        likely_entity: "AGT"
      
      - pattern: "$.features[*].geometry"
        description: "GeoJSON geometry objects"
        likely_entity: "GEO"
      
      - pattern: "$.features[*].properties.name"
        description: "GeoJSON feature names"
        likely_entity: "TOP"
    
    semantic_inference:
      description: |
        JSON keys often encode semantic roles. Use key names to guide entity typing:
      
      key_patterns:
        - keys: ["name", "title", "label", "displayName"]
          likely_content: "entity names"
          
        - keys: ["date", "created", "founded", "birthDate", "deathDate", "startDate", "endDate"]
          likely_entity: "TMP"
          
        - keys: ["location", "address", "place", "city", "country", "coordinates"]
          likely_entity: "TOP or GEO"
          
        - keys: ["author", "creator", "owner", "contributor", "artist"]
          likely_entity: "AGT"
          
        - keys: ["type", "category", "class", "@type"]
          semantic_role: "classification"
          
        - keys: ["id", "identifier", "@id", "uri", "url"]
          semantic_role: "identifier"
    
    annotation_output:
      example:
        entity: "Amsterdam"
        json_path: "$.data.museums[0].location.city"
        array_index: 0
        parent_key: "location"
        root_key: "museums"
        inferred_type: "TOP"
  
  # ---------------------------------------------------------------------------
  # TEI-XML Paths
  # ---------------------------------------------------------------------------
  tei_xml:
    description: |
      TEI (Text Encoding Initiative) is the standard for scholarly text encoding.
      Critical for digital humanities NER.
    
    namespace: "http://www.tei-c.org/ns/1.0"
    prefix: "tei"
    
    structural_elements:
      - element: "tei:front"
        semantic_role: "front_matter"
        doc_regions: ["DOC.TTP", "DOC.DED", "DOC.TOC"]
      
      - element: "tei:body"
        semantic_role: "main_content"
        doc_region: "DOC.PAR"
      
      - element: "tei:back"
        semantic_role: "back_matter"
        doc_regions: ["DOC.BIB", "DOC.IDX", "DOC.APP", "DOC.GLO"]
      
      - element: "tei:div[@type='chapter']"
        semantic_role: "major_section"
        
      - element: "tei:p"
        semantic_role: "paragraph"
        doc_region: "DOC.PAR"
      
      - element: "tei:head"
        semantic_role: "heading"
        doc_region: "DOC.HDR"
      
      - element: "tei:note[@place='margin']"
        semantic_role: "marginalia"
        doc_region: "DOC.SDB.MRG"
      
      - element: "tei:note[@type='footnote']"
        semantic_role: "footnote"
        doc_region: "DOC.FTN"
      
      - element: "tei:figure"
        semantic_role: "figure"
        doc_region: "DOC.FIG"
      
      - element: "tei:figDesc"
        semantic_role: "figure_description"
        doc_region: "DOC.CAP"
      
      - element: "tei:table"
        semantic_role: "table"
        doc_region: "DOC.TBL"
      
      - element: "tei:listBibl"
        semantic_role: "bibliography"
        doc_region: "DOC.BIB"
      
      - element: "tei:list[@type='gloss']"
        semantic_role: "glossary"
        doc_region: "DOC.GLO"
    
    named_entity_elements:
      description: |
        TEI provides dedicated elements for named entities. These should be
        cross-referenced with GLAM-NER annotations.
      
      elements:
        - tei_element: "tei:persName"
          glam_ner_type: "AGT.PER"
          
        - tei_element: "tei:orgName"
          glam_ner_type: "GRP.ORG"
          
        - tei_element: "tei:placeName"
          glam_ner_type: "TOP"
          
        - tei_element: "tei:geogName"
          glam_ner_type: "TOP.NAT"
          
        - tei_element: "tei:date"
          glam_ner_type: "TMP"
          
        - tei_element: "tei:title"
          glam_ner_type: "WRK"
    
    annotation_output:
      example:
        entity: "Rembrandt van Rijn"
        tei_path: "//tei:body/tei:div[@type='chapter'][2]/tei:p[3]/tei:persName[1]"
        tei_element: "persName"
        doc_region: "DOC.PAR"
        existing_tei_annotation: true
  
  # ---------------------------------------------------------------------------
  # Plain Text Paths
  # ---------------------------------------------------------------------------
  plain_text:
    description: |
      Plain text lacks structural markup. Use line/paragraph detection heuristics.
    
    structure_detection:
      - heuristic: "BLANK_LINE_PARAGRAPH"
        description: "Two consecutive newlines indicate paragraph break"
        regex: "\\n\\n+"
        
      - heuristic: "INDENTATION_STRUCTURE"
        description: "Consistent indentation may indicate hierarchy"
        regex: "^(\\s+)"
        
      - heuristic: "CAPITALIZATION_HEADERS"
        description: "ALL CAPS or Title Case lines may be headers"
        patterns:
          - all_caps: "^[A-Z][A-Z\\s]+$"
          - title_case: "^([A-Z][a-z]+\\s)+$"
        
      - heuristic: "ENUMERATION_LISTS"
        description: "Lines starting with numbers/bullets are list items"
        patterns:
          - numbered: "^\\d+[.)\\s]"
          - bulleted: "^[•\\-\\*]\\s"
          - lettered: "^[a-z][.)\\s]"
    
    offset_notation:
      description: |
        For plain text, use character offsets with optional line/paragraph indices.
      
      format: "char:{start}-{end};line:{line};para:{paragraph}"
      
      examples:
        - "char:1456-1470;line:23;para:5"
        - "char:0-15;line:1;para:1"
    
    annotation_output:
      description: "Use character offsets with paragraph/line indices"
      example:
        entity: "Dr. Jan de Wit"
        char_start: 1456
        char_end: 1470
        line_number: 23
        paragraph_index: 5
        inferred_section: "unknown"
        doc_region: "DOC.PAR"


# =============================================================================
# ENTITY CLUSTERING BY STRUCTURAL PATH
# =============================================================================

clustering_strategies:
  description: |
    Entities sharing structural context are more likely to be related or
    co-referential. This section defines clustering algorithms that leverage
    document structure for improved NER and relationship extraction.
  
  # ---------------------------------------------------------------------------
  # Path Prefix Clustering
  # ---------------------------------------------------------------------------
  path_prefix_clustering:
    description: |
      Entities sharing a common path prefix belong to the same structural unit
      and should be clustered for co-reference resolution and relationship extraction.
    
    algorithm:
      - step: 1
        action: "Extract path for each entity annotation"
        output: "entity_path_map"
      
      - step: 2
        action: "Compute longest common prefix (LCP) for entity pairs"
        output: "pairwise_lcp"
      
      - step: 3
        action: "Cluster entities where LCP depth >= threshold"
        parameters:
          threshold: 2
          note: "Depth 2 = same section; adjust for document type"
      
      - step: 4
        action: "Within clusters, resolve co-references before cross-cluster"
        priority: "intra-cluster > inter-cluster"
    
    example:
      entities:
        - name: "Rembrandt"
          path: "/article/section[2]/p[1]"
          type: "AGT.PER"
        
        - name: "Saskia"
          path: "/article/section[2]/p[1]"
          type: "AGT.PER"
        
        - name: "the painter"
          path: "/article/section[2]/p[2]"
          type: "AGT.PER"
        
        - name: "Vermeer"
          path: "/article/section[3]/p[1]"
          type: "AGT.PER"
      
      clusters:
        - cluster_id: 1
          path_prefix: "/article/section[2]"
          entities: ["Rembrandt", "Saskia", "the painter"]
          coref_candidates:
            - mention: "the painter"
              antecedent: "Rembrandt"
              confidence: 0.85
              rationale: "Same paragraph, definite description"
        
        - cluster_id: 2
          path_prefix: "/article/section[3]"
          entities: ["Vermeer"]
          note: "Separate section, no co-reference with cluster 1"
  
  # ---------------------------------------------------------------------------
  # Hierarchical Context Inheritance
  # ---------------------------------------------------------------------------
  hierarchical_inheritance:
    description: |
      Properties from ancestor nodes propagate to descendant entities.
      Header entities establish context inherited by paragraph entities.
    
    inheritance_rules:
      - rule: "TEMPORAL_SCOPE"
        description: "Date range in header bounds dates in body"
        example:
          header: "The 17th Century (1600-1699)"
          header_path: "/article/section[1]/h2"
          body_date: "1642"
          body_path: "/article/section[1]/p[3]"
          inherited_context:
            temporal_scope: "1600-1699"
            validation: "1642 falls within 1600-1699"
      
      - rule: "SPATIAL_SCOPE"
        description: "Location in header provides default for body entities"
        example:
          header: "Museums in Amsterdam"
          header_path: "/article/section[2]/h2"
          body_org: "Rijksmuseum"
          body_path: "/article/section[2]/p[1]"
          inherited_context:
            default_location: "Amsterdam"
            relationship: "located_in"
      
      - rule: "TOPIC_SCOPE"
        description: "Subject in header provides aboutness for body"
        example:
          header: "Rembrandt van Rijn"
          header_path: "/article/section[3]/h2"
          body_text: "He painted The Night Watch"
          body_path: "/article/section[3]/p[1]"
          inherited_context:
            pronoun_antecedent: "Rembrandt van Rijn"
            aboutness: "Rembrandt van Rijn"
      
      - rule: "ENTITY_TYPE_SCOPE"
        description: "Entity type in header suggests types for body"
        example:
          header: "Notable Architects"
          header_path: "/article/section[4]/h2"
          body_names: ["Hendrik Petrus Berlage", "J.J.P. Oud"]
          body_path: "/article/section[4]/ul/li"
          inherited_context:
            likely_type: "AGT.PER"
            likely_role: "architect"
  
  # ---------------------------------------------------------------------------
  # Cross-Reference Resolution
  # ---------------------------------------------------------------------------
  cross_reference_resolution:
    description: |
      Resolve pronouns and definite references using structural proximity.
      Closer structural context = higher resolution priority.
    
    resolution_priority:
      - priority: 1
        scope: "same_sentence"
        description: "Check for antecedent in same sentence"
        strategy: "Recency + syntactic constraints"
      
      - priority: 2
        scope: "same_paragraph"
        description: "Check preceding sentences in paragraph"
        strategy: "Recency + entity salience"
      
      - priority: 3
        scope: "same_section"
        description: "Check preceding paragraphs in section"
        strategy: "Topic coherence + entity prominence"
      
      - priority: 4
        scope: "section_header"
        description: "Check governing section header"
        strategy: "Header entities are topical anchors"
      
      - priority: 5
        scope: "document"
        description: "Check document-level prominent entities"
        strategy: "Title entities, frequently mentioned entities"
    
    example:
      text: |
        ## Rembrandt van Rijn
        
        The Dutch painter was born in Leiden. He moved to Amsterdam in 1631.
        His most famous work is The Night Watch.
      
      resolutions:
        - mention: "The Dutch painter"
          type: "definite_description"
          antecedent: "Rembrandt van Rijn"
          resolution_scope: "section_header"
          confidence: 0.95
        
        - mention: "He"
          type: "pronoun"
          antecedent: "'The Dutch painter' -> 'Rembrandt van Rijn'"
          resolution_scope: "same_paragraph"
          confidence: 0.98
        
        - mention: "His"
          type: "possessive_pronoun"
          antecedent: "'He' -> 'Rembrandt van Rijn'"
          resolution_scope: "same_paragraph"
          confidence: 0.98
        
        - mention: "The Night Watch"
          type: "named_entity"
          antecedent: null
          relationship_to: "Rembrandt van Rijn"
          relationship_type: "crm:P14i_performed"
          note: "Work entity, not a co-reference"
  
  # ---------------------------------------------------------------------------
  # Multi-Document Clustering
  # ---------------------------------------------------------------------------
  multi_document_clustering:
    description: |
      When annotating corpora with multiple documents, entities may appear
      across documents. Cross-document entity linking uses:
      - Shared identifiers (Wikidata, VIAF, etc.)
      - Name matching with disambiguation
      - Contextual similarity
    
    strategies:
      - strategy: "IDENTIFIER_LINKING"
        description: "Same external identifier = same entity"
        priority: 1
        example:
          doc1_entity: "Rijksmuseum"
          doc1_wikidata: "Q190804"
          doc2_entity: "Rijksmuseum Amsterdam"
          doc2_wikidata: "Q190804"
          result: "same_entity"
      
      - strategy: "NAME_MATCHING"
        description: "Similar names with compatible context"
        priority: 2
        methods:
          - exact_match: "Identical strings"
          - normalized_match: "Case/diacritic normalization"
          - alias_match: "Known aliases (from knowledge base)"
          - fuzzy_match: "Edit distance < threshold"
      
      - strategy: "CONTEXT_SIMILARITY"
        description: "Similar co-occurring entities suggest same referent"
        priority: 3
        example:
          doc1: "Rembrandt painted in Amsterdam"
          doc2: "The artist worked in the Dutch Republic's capital"
          shared_context: "Amsterdam / Dutch capital"
          inference: "Likely same person"

# =============================================================================
# PROVENANCE PATH REQUIREMENTS
# =============================================================================

provenance_requirements:
  description: |
    ALL entity annotations MUST include path information for provenance.
    This enables verification, reproducibility, and precise citation.
  
  # ---------------------------------------------------------------------------
  # Mandatory Fields
  # ---------------------------------------------------------------------------
  mandatory_path_fields:
    description: |
      Required provenance fields for every entity annotation.
    
    required_fields:
      - field: "source_document_uri"
        type: "URI"
        required: true
        description: "Identifier for the source document"
        examples:
          - "https://example.org/documents/manuscript_123.xml"
          - "file:///data/archives/letter_001.tei"
          - "urn:isbn:978-0-123456-78-9"
      
      - field: "document_format"
        type: "enum"
        required: true
        values: ["PAGE-XML", "HTML", "JSON", "TEI-XML", "PLAIN_TEXT", "PDF", "ALTO-XML"]
        description: "Format of source document (determines path syntax)"
      
      - field: "structural_path"
        type: "string"
        required: true
        description: "XPath, JSONPath, or character offset path to entity"
        format_examples:
          PAGE-XML: "//page:TextRegion[@id='r5']/page:TextLine[@id='l3']"
          HTML: "/html/body/article/section[2]/p[1]"
          JSON: "$.data.institutions[3].name"
          TEI-XML: "//tei:body/tei:div[2]/tei:p[1]/tei:persName[1]"
          PLAIN_TEXT: "char:1456-1470;line:23;para:5"
      
      - field: "doc_region"
        type: "enum"
        required: true
        description: "GLAM-NER document region code"
        values_reference: "See document_regions section"
        examples: ["DOC.PAR", "DOC.HDR", "DOC.CAP", "DOC.SDB.IBX"]
      
      - field: "structural_context"
        type: "enum"
        required: true
        values: 
          - "header"
          - "paragraph"
          - "list_item"
          - "table_cell"
          - "caption"
          - "sidebar"
          - "marginalia"
          - "footnote"
          - "metadata"
          - "index_entry"
          - "bibliography_entry"
          - "title_page"
        description: "Semantic role of containing structure"
    
    optional_fields:
      - field: "governing_header"
        type: "object"
        required: false
        description: "Path and text of governing header (if applicable)"
        schema:
          path:
            type: "string"
            description: "XPath/JSONPath to header element"
          text:
            type: "string"
            description: "Header text content"
          level:
            type: "integer"
            description: "Header level (1=h1, 2=h2, etc.)"
      
      - field: "parent_container"
        type: "object"
        required: false
        description: "Immediate parent container (list, table, figure, etc.)"
        schema:
          path:
            type: "string"
          type:
            type: "string"
            description: "Container type (ul, table, figure, etc.)"
      
      - field: "page_reference"
        type: "object"
        required: false
        description: "Physical page information (for paginated documents)"
        schema:
          page_number:
            type: "string"
          folio:
            type: "string"
            description: "Folio reference (e.g., '23r', '45v')"
          image_filename:
            type: "string"
  
  # ---------------------------------------------------------------------------
  # NIF Context Alignment
  # ---------------------------------------------------------------------------
  nif_context_alignment:
    description: |
      Path information aligns with NIF (NLP Interchange Format) Context
      for annotation interchange. GLAM-NER extends NIF with structural path.
    
    nif_properties:
      - property: "nif:beginIndex"
        type: "xsd:nonNegativeInteger"
        maps_to: "span_start (character offset)"
        description: "Start offset within context string"
      
      - property: "nif:endIndex"
        type: "xsd:nonNegativeInteger"
        maps_to: "span_end (character offset)"
        description: "End offset within context string"
      
      - property: "nif:anchorOf"
        type: "xsd:string"
        maps_to: "surface_form"
        description: "Exact text of the annotation"
      
      - property: "nif:sourceUrl"
        type: "xsd:anyURI"
        maps_to: "source_document_uri"
        description: "Source document URL"
      
      - property: "nif:referenceContext"
        type: "nif:Context"
        maps_to: "document context"
        description: "Parent context containing this annotation"
    
    glam_ner_extensions:
      description: |
        GLAM-NER extends NIF with structural provenance properties.
      
      properties:
        - property: "glam:structuralPath"
          type: "xsd:string"
          description: "XPath, JSONPath, or offset path to entity location"
          
        - property: "glam:docRegion"
          type: "xsd:string"
          description: "GLAM-NER document region code (DOC.*)"
          
        - property: "glam:structuralContext"
          type: "xsd:string"
          description: "Semantic role of containing structure"
          
        - property: "glam:governingHeader"
          type: "xsd:string"
          description: "Text of governing section header"
          
        - property: "glam:governingHeaderPath"
          type: "xsd:string"
          description: "Path to governing header element"
    
    example_nif_output:
      "@context":
        - "http://persistence.uni-leipzig.org/nlp2rdf/contexts/nif-2.0.json"
        - glam: "http://glam-ner.org/ns#"
      
      "@id": "https://example.org/doc#char=145,154"
      "@type": "nif:String"
      
      # Standard NIF properties
      "nif:anchorOf": "Rembrandt"
      "nif:beginIndex": 145
      "nif:endIndex": 154
      "nif:referenceContext": "https://example.org/doc#char=0,5000"
      
      # GLAM-NER extensions
      "glam:structuralPath": "//page:TextRegion[@id='r1']/page:TextLine[@id='l1']"
      "glam:docRegion": "DOC.PAR"
      "glam:structuralContext": "paragraph"
      "glam:governingHeader": "Dutch Golden Age Artists"
      "glam:governingHeaderPath": "//page:TextRegion[@id='header1']"

# =============================================================================
# NESTED PROVENANCE MODEL
# =============================================================================

nested_provenance_model:
  description: |
    GLAM-NER uses a two-layer provenance model:
    
    1. LAYOUT CLAIM: Provenance for structural/path assertions
       - Where in the document is this region?
       - What type of region is it?
       - Who/what identified this region?
    
    2. ENTITY CLAIM: Provenance for entity annotations
       - What entity was recognized?
       - What type is it?
       - Who/what made this annotation?
       - What is the confidence?
    
    Layout claims contain entity claims, enabling:
    - Separate assessment of structural vs. semantic accuracy
    - Different annotators for layout vs. NER
    - Tracking provenance at appropriate granularity
  
  # ---------------------------------------------------------------------------
  # Layout Claim Schema
  # ---------------------------------------------------------------------------
  layout_claim_schema:
    description: |
      A LayoutClaim asserts that a document region exists at a specific path
      with a specific semantic type.
    
    properties:
      - property: "claim_id"
        type: "URI"
        required: true
        description: "Unique identifier for this claim"
      
      - property: "source_document"
        type: "URI"
        required: true
        description: "Document containing this region"
      
      - property: "structural_path"
        type: "string"
        required: true
        description: "Path to region (format-specific)"
      
      - property: "doc_region"
        type: "string"
        required: true
        description: "GLAM-NER region code (DOC.*)"
      
      - property: "region_text"
        type: "string"
        required: false
        description: "Full text content of region"
      
      - property: "char_offset_start"
        type: "integer"
        required: true
        description: "Character offset of region start"
      
      - property: "char_offset_end"
        type: "integer"
        required: true
        description: "Character offset of region end"
      
      - property: "provenance"
        type: "object"
        required: true
        schema:
          annotator:
            type: "string"
            description: "Human or system that made this claim"
          annotation_date:
            type: "datetime"
          method:
            type: "string"
            enum: ["manual", "automatic", "hybrid"]
          confidence:
            type: "float"
            range: [0.0, 1.0]
          tool_version:
            type: "string"
            description: "Version of annotation tool (if automatic)"
      
      - property: "entity_claims"
        type: "array"
        items: "EntityClaim"
        description: "Entity annotations within this region"
    
    example:
      claim_id: "urn:glam:layout:doc123:r5"
      source_document: "https://example.org/manuscript_001.xml"
      structural_path: "//page:TextRegion[@id='r5']"
      doc_region: "DOC.PAR"
      region_text: "Rembrandt van Rijn was born in Leiden in 1606."
      char_offset_start: 1234
      char_offset_end: 1282
      provenance:
        annotator: "Transkribus Layout Model v4.2"
        annotation_date: "2024-03-15T10:30:00Z"
        method: "automatic"
        confidence: 0.92
        tool_version: "4.2.1"
      entity_claims:
        - # See entity_claim_schema
  
  # ---------------------------------------------------------------------------
  # Entity Claim Schema
  # ---------------------------------------------------------------------------
  entity_claim_schema:
    description: |
      An EntityClaim asserts that an entity mention exists at a specific
      location within a layout region.
    
    properties:
      - property: "claim_id"
        type: "URI"
        required: true
        description: "Unique identifier for this claim"
      
      - property: "parent_layout_claim"
        type: "URI"
        required: true
        description: "Reference to containing LayoutClaim"
      
      - property: "surface_form"
        type: "string"
        required: true
        description: "Exact text of entity mention"
      
      - property: "span_start"
        type: "integer"
        required: true
        description: "Character offset within region"
      
      - property: "span_end"
        type: "integer"
        required: true
        description: "Character offset end within region"
      
      - property: "entity_type"
        type: "string"
        required: true
        description: "GLAM-NER entity type code"
        examples: ["AGT.PER", "TOP.ADM", "TMP.DAT", "WRK.TXT"]
      
      - property: "normalized_value"
        type: "string"
        required: false
        description: "Normalized/canonical form of entity"
      
      - property: "linked_entity"
        type: "URI"
        required: false
        description: "Link to knowledge base entity"
        examples:
          - "http://www.wikidata.org/entity/Q5598"
          - "https://viaf.org/viaf/64013650"
      
      - property: "provenance"
        type: "object"
        required: true
        schema:
          annotator:
            type: "string"
          annotation_date:
            type: "datetime"
          method:
            type: "string"
            enum: ["manual", "automatic", "hybrid"]
          confidence:
            type: "float"
            range: [0.0, 1.0]
          model:
            type: "string"
            description: "NER model used (if automatic)"
          model_version:
            type: "string"
    
    example:
      claim_id: "urn:glam:entity:doc123:r5:e1"
      parent_layout_claim: "urn:glam:layout:doc123:r5"
      surface_form: "Rembrandt van Rijn"
      span_start: 0
      span_end: 18
      entity_type: "AGT.PER"
      normalized_value: "Rembrandt Harmenszoon van Rijn"
      linked_entity: "http://www.wikidata.org/entity/Q5598"
      provenance:
        annotator: "spaCy NER + GLAM fine-tuning"
        annotation_date: "2024-03-15T11:00:00Z"
        method: "automatic"
        confidence: 0.97
        model: "glam-ner-nl-lg"
        model_version: "1.2.0"

# =============================================================================
# END OF DOCUMENT STRUCTURE MODULE
# =============================================================================