1516d509cf
- Added `id`, `name`, `title`, and `description` fields to multiple LinkML class YAML files. - Standardized prefixes across all class definitions. - Introduced a new script `fix_linkml_metadata.py` to automate the addition of metadata to class files. - Updated existing class files to ensure compliance with the new metadata structure.
136 lines
4.4 KiB
YAML
136 lines
4.4 KiB
YAML
id: https://nde.nl/ontology/hc/class/ConfidenceScore
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name: ConfidenceScore
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title: Confidence Score
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description: LinkML class definition for Confidence Score
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prefixes:
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linkml: https://w3id.org/linkml/
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schema: http://schema.org/
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skos: http://www.w3.org/2004/02/skos/core#
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rico: https://www.ica.org/standards/RiC/ontology#
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wd: http://www.wikidata.org/entity/
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# ConfidenceScore - Confidence score class for quality/certainty measurements
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#
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# Created per slot_fixes.yaml migration for: confidence_score
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# Revision: is_or_was_generated_by + GenerationEvent + has_or_had_score + ConfidenceScore
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# Creation date: 2026-01-19
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id: https://nde.nl/ontology/hc/class/ConfidenceScore
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name: confidence_score_class
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title: Confidence Score
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prefixes:
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linkml: https://w3id.org/linkml/
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hc: https://nde.nl/ontology/hc/
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sosa: http://www.w3.org/ns/sosa/
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prov: http://www.w3.org/ns/prov#
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schema: http://schema.org/
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imports:
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- linkml:types
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- ../slots/has_or_had_score
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- ../slots/has_or_had_method
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- ../slots/has_or_had_description
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default_prefix: hc
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classes:
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ConfidenceScore:
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description: >-
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A structured confidence score representing quality/certainty measurements.
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**MIGRATION**:
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Replaces simple `confidence_score` float slot with structured class:
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- `has_or_had_score`: The numeric value (0.0-1.0)
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- `has_or_had_method`: How confidence was calculated
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- `has_or_had_description`: Explanation of confidence assessment
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**USAGE**:
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- Process quality assessment (methodology confidence)
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- Match/similarity confidence (entity resolution)
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- Extraction confidence (NLP/XPath extraction)
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- Prediction confidence (ML model outputs)
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**RANGE**: 0.0 (low confidence) to 1.0 (high confidence)
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**ONTOLOGY MAPPING**:
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- sosa:hasSimpleResult for the score value
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- prov:value as close mapping
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class_uri: sosa:Result
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exact_mappings:
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- sosa:Result
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close_mappings:
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- prov:Value
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- schema:Rating
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slots:
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- has_or_had_score
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- has_or_had_method
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- has_or_had_description
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slot_usage:
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has_or_had_score:
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range: float
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minimum_value: 0.0
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maximum_value: 1.0
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required: true
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description: >-
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The confidence score value, ranging from 0.0 (no confidence) to 1.0 (complete confidence).
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examples:
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- value: 0.95
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description: High confidence (95%)
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- value: 0.50
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description: Moderate confidence (50%)
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- value: 0.10
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description: Low confidence (10%)
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has_or_had_method:
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range: string
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required: false
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description: >-
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Method or algorithm used to calculate the confidence score.
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examples:
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- value: "fuzzy_string_matching"
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description: String similarity method
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- value: "xpath_extraction_validation"
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description: XPath match validation
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- value: "llm_classification"
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description: LLM-based classification
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has_or_had_description:
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range: string
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required: false
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description: >-
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Human-readable explanation of the confidence assessment.
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examples:
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- value: "High confidence - exact name match with verified ISIL code"
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description: Explanation for high score
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annotations:
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custodian_types: '["*"]'
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custodian_types_rationale: >-
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Confidence scoring applies universally across all data extraction contexts.
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custodian_types_primary: "*"
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specificity_score: 0.20
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specificity_rationale: >-
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Low specificity - fundamental measurement concept for data quality.
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examples:
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- value:
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has_or_had_score: 0.95
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has_or_had_method: "xpath_extraction"
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has_or_had_description: "Exact match found at expected XPath location"
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description: High confidence XPath extraction
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- value:
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has_or_had_score: 0.65
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has_or_had_method: "fuzzy_string_matching"
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has_or_had_description: "Moderate similarity to reference name (Levenshtein ratio 0.85)"
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description: Moderate confidence entity resolution
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comments:
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- Created from slot_fixes.yaml migration (2026-01-19)
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- Replaces simple confidence_score float slot
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- Used with is_or_was_generated_by slot for provenance
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