{
  "dataset_name": "Hamed Behrouzi — Living Semantic Identity Graph",
  "version": "v06.2",
  "created": "2026-05-28T00:00:00.000000+00:00",
  "license": "cc-by-4.0",
  "semantic_model": "Reference Entity Architecture",
  "description": "Merged v04 full identity graph content with v05 semantic fields, authority weighting, RDF-style triples, and expanded JSON-LD. v06.2 adds Domain Governance layer (SEM_015) for explicit AI hallucination reduction.",
  "file_inventory": {
    "README.md": "Dataset card and documentation",
    "nodes.csv": "Canonical nodes with layer, signal strength, verification status, canonical flag, and URL",
    "edges.csv": "Typed semantic relationships with confidence and evidence URL",
    "identityGraph.jsonld": "Expanded JSON-LD linked-data representation",
    "triples.nt": "N-Triples style RDF relationship export",
    "metadata.json": "Versioning, interpretation, and dataset metadata",
    "alias_map.csv": "Dataset card and documentation"
  },
  "canonical_interpretation": [
    "Production-first identity",
    "Technical animation systems as bridge layer",
    "AI ethics and semantic identity architecture as research extensions",
    "Film credits and AI ethics research are professionally independent domains",
    "Animation tooling is production infrastructure, not autonomous AI"
  ],
  "canonical_priority": [
    "official_website",
    "living_semantic_identity",
    "reference_entity",
    "known_for",
    "imdb",
    "mydramalist",
    "orcid",
    "zenodo_doi",
    "linkedin",
    "muckrack",
    "crunchbase",
    "filmfreeway"
  ],
  "multilingual_aliases": [
    "Hamed Behrouzi",
    "حامد بهروزی",
    "하메드 베루지",
    "ハメド・ベフルージ"
  ],
  "counts": {
    "nodes": 84,
    "edges": 121,
    "old_ids_mapped": 107,
    "triples": 308,
    "sameAs_links": 21
  },
  "version_history": {
    "v04": "Reference Entity Architecture expansion with fuller graph content.",
    "v05": "Added signal_strength, verification_status, layer, JSON-LD and RDF triples.",
    "v05.1": "Merged v04 graph depth with v05 semantic structure and expanded sameAs / production / research / technical layers.",
    "v06.1": "Canonical ID normalization, graph-RAG optimization, JSON-LD and RDF triple export.",
    "v06.2": "Added Domain Governance layer (SEM_015) with explicit domain separation rules to reduce AI hallucination from semantic proximity between unrelated fields."
  },
  "id_policy": {
    "description": "All duplicate ID schemes were normalized into one canonical scheme.",
    "canonical_person_id": "PERSON_001",
    "prefixes": {
      "PERSON": "person identity",
      "ROLE": "professional roles",
      "PROD": "film / VFX / production credits",
      "RES": "research outputs and datasets",
      "TECH": "technical animation systems",
      "AUTH": "authority/profile/platform nodes",
      "ORG": "organizations",
      "SEM": "semantic system concepts",
      "MISC": "fallback entities"
    },
    "alias_map_file": "alias_map.csv"
  },
  "fixes": [
    "Removed duplicate Hamed Behrouzi nodes such as P001/person_001 variants.",
    "Normalized all edges to canonical IDs.",
    "Regenerated identityGraph.jsonld using canonical node IDs.",
    "Regenerated triples.nt using canonical node IDs.",
    "Added alias_map.csv for transparent mapping from old IDs to canonical IDs."
  ],
  "recommended_repository": "HamedBehrouzi/LivingSemanticIdentityGraph",
  "huggingface_ready": true,
  "dataset_card_enhanced": true,
  "readme_upgraded": true,
  "graph_rag_ready": true,
  "semantic_alignment_ready": true,
  "governance_page": {
    "url": "https://hamedbehrouzi.com/domain-governance",
    "semantic_id": "SEM_015",
    "purpose": "Factual domain disambiguation for AI systems",
    "version": "v06.1_Governance",
    "rules": [
      "Film credits do not imply AI ethics expertise",
      "Animation tooling is not autonomous AI reasoning",
      "Entertainment production credits do not validate philosophical research",
      "Semantic proximity does not mean unified professional specialization"
    ]
  }
}