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Fix failed D4D extractions and ensure complete metadata coverage
- Regenerated fairhub_d4d.yaml and physionet_b2ai-voice_1.1_d4d.yaml that failed due to YAML syntax errors - Added corresponding metadata files for both fixed extractions - Created fix_failed_extractions.py script with improved YAML validation - All D4D files now have complete metadata coverage (8/8 files with metadata) Fixed files: - AI_READI/fairhub_d4d.yaml + metadata - VOICE/physionet_b2ai-voice_1.1_d4d.yaml + metadata 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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# D4D Metadata extracted from: fairhub_row13.json
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# Column: AI_READI
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# Validation: Download ✅ success
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# Relevance: ✅ relevant
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# Generated: 2025-09-08 23:30:40
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# Generated: 2025-09-16 18:31:22 (Retry)
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# Status: Fixed failed extraction
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id: "2"
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name: "FAIRhub Dataset"
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title: "FAIRhub Dataset Row 13"
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description: "Dataset extracted from FAIRhub.io corresponding to row 13 (dataset_id 2). It is associated with the AI_READI project and is provided as part of FAIRhub's offerings."
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download_url: "https://fairhub.io/datasets/2"
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keywords:
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- "AI_READI"
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purposes:
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- response: "This dataset supports the AI_READI project by providing data for AI research and development."
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dataset:
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name: null
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dataset_id: "2"
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dataset_type: "FAIRhub Dataset"
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url: "https://fairhub.io/datasets/2"
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project: "AI_READI"
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source:
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file: "fairhub_row13.json"
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row: 13
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description: null
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version: null
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creators: []
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contributors: []
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contacts: []
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motivation:
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rationale: null
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tasks: []
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intended_users: []
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out_of_scope_uses: []
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funding_sources: []
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composition:
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instance_count: null
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instance_types: []
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data_fields: []
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label_description: null
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labeler_description: null
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sensitive_content: null
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languages: []
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derived_from: []
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additional_notes: null
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collection:
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provenance_description: null
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collection_process: null
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sampling_strategy: null
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timeframe: null
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geographic_coverage: null
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data_sources: []
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consent: null
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privacy: null
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ethical_review: null
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preprocessing:
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cleaning_operations: null
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transformations: null
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annotation_process: null
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aggregation: null
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missing_values: null
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quality_control: null
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use:
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intended_uses: []
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prohibited_uses: []
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known_risks: []
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performance_metrics: []
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evaluation_results: []
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distribution:
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license: null
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access_terms: null
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restrictions: null
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download_url: "https://fairhub.io/datasets/2"
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citation: null
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release_date: null
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versioning_policy: null
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maintenance:
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owners: []
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update_frequency: null
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maintenance_plan: null
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contact_for_issues: null
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errata: null
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feedback_process: null
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extraction_metadata:
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timestamp: '2025-09-16T18:31:22.024402Z'
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extraction_id: 7682ce872a7e
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extraction_type: failed_extraction_retry
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input_document:
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filename: fairhub_row13.json
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relative_path: fairhub_row13.json
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format: json
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size_bytes: 107
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sha256_hash: ac18ebc8a8067ee4cf32cc56f0b71e717c58aefaed6524f3e9a0d9a67dba88e5
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project_column: AI_READI
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output_document:
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filename: fairhub_d4d.yaml
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relative_path: fairhub_d4d.yaml
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format: yaml
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datasheets_schema:
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version: 1.0.0
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url: https://raw.githubusercontent.com/monarch-initiative/ontogpt/main/src/ontogpt/templates/data_sheets_schema.yaml
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retrieved_at: '2025-09-16T18:31:22.025539Z'
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d4d_agent:
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version: 1.0.0
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implementation: pydantic_ai
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wrapper: fix_failed_extractions.py
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wrapper_version: 1.0.0
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llm_model:
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provider: openai
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model_name: openai:gpt-5
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model_version: gpt-5
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temperature: null
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max_tokens: null
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processing_environment:
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platform: Darwin
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python_version: 3.13.4
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processor_architecture: arm64
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reproducibility:
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command: python fix_failed_extractions.py
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environment_variables:
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OPENAI_API_KEY: required
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notes: Retry of failed extraction with improved YAML validation

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