{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-11T11:45:31Z",
    "providers": [
      "Claude"
    ],
    "breadth": "written by Claude from model knowledge without web access - no source was read, every claim is a lead to verify",
    "pass": 2,
    "wave": 1,
    "engine": "claude",
    "enrichment": {
      "pass": 3,
      "engine": "claude",
      "producedAt": "2026-10-05T17:00:00Z",
      "ingestedAt": "2026-10-05T13:27:44+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-06T19:52:00+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q42848",
    "registryId": "vr.tr.data",
    "name": "data",
    "version": "0.2.0-wave.1",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "INF.KNW"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q42848/",
  "model": {
    "registry_id": "vr.tr.data",
    "name": "data",
    "purpose": "Let an agent handle data by type, source, quality, format, licensing and protection, supporting responsible use and privacy.",
    "definition": "Representations of facts, measurements, observations or concepts in a form suitable for storage, processing and communication, such as numbers, text, images and records; personal data is regulated by data protection law.",
    "what_it_is_for": "Analysis, decision making, research and services.",
    "affordances": [
      "describe data sources and formats",
      "assess data quality",
      "check licences and reuse rights",
      "apply data protection principles"
    ],
    "distinguishing_features": [
      "Recorded facts or observations",
      "Structured or unstructured",
      "Quality varies",
      "Personal data is protected"
    ],
    "appearance": "Not physical; stored in files, databases and records.",
    "visual_identification": [
      "Datasets, tables and records",
      "Formats such as CSV and JSON",
      "Information is data with meaning"
    ],
    "physical_properties": [],
    "families_and_kinds": [
      "structured data",
      "unstructured data",
      "personal data",
      "open data",
      "metadata"
    ],
    "related_models": [
      {
        "relation": "is a kind of",
        "target": "information",
        "why": "category"
      },
      {
        "relation": "is stored in",
        "target": "database",
        "why": "storage"
      },
      {
        "relation": "is analysed by",
        "target": "statistics",
        "why": "method"
      },
      {
        "relation": "is protected by",
        "target": "data protection law",
        "why": "law"
      }
    ],
    "identifiers": [],
    "standards_and_regulation": [
      "GDPR and other data protection laws",
      "FAIR data principles",
      "Open data licences"
    ],
    "failure_modes_and_hazards": [
      "Privacy breaches",
      "Poor quality data leading to wrong decisions",
      "Unlicensed reuse"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "Process data it is authorized to use, for the purposes it was collected for.",
        "Record the source, licence and quality of the data it uses."
      ],
      "must_not": [
        "Collect, combine or share personal data without a lawful basis.",
        "Reuse data in breach of its licence.",
        "Alter or fabricate data, or hide known errors in it.",
        "Re-identify people from anonymized data."
      ],
      "requires_human": [
        "Deleting or publishing data that others rely on.",
        "Sharing personal data with a new recipient."
      ]
    },
    "ethics": {
      "considerations": [
        "Personal data reveals people's lives; breaches can harm them for years.",
        "Poor data leads to unfair decisions about people."
      ],
      "affected_parties": [
        "Data subjects",
        "Users of the data",
        "Organisations that hold it"
      ]
    },
    "owners": {
      "steward": "The data controller who decides how it is used; data protection authorities supervise personal data.",
      "master_systems": []
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q42848: data",
      "url": "https://www.wikidata.org/wiki/Q42848",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Data",
      "url": "https://en.wikipedia.org/wiki/Data",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "source",
        "name": "Source",
        "description": "Where data comes from.",
        "rationale": "Provenance matters.",
        "layers": [
          {
            "id": "origin",
            "name": "Origin",
            "description": "Collection.",
            "findings": [
              {
                "id": "origin-finding",
                "name": "Origin",
                "description": "Data origin.",
                "questions": [
                  {
                    "text": "Who collected the data, when and how?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Is the collection method documented?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "format",
            "name": "Format",
            "description": "Structure.",
            "findings": [
              {
                "id": "format-finding",
                "name": "Format",
                "description": "Format.",
                "questions": [
                  {
                    "text": "What format and schema does the data use?",
                    "kind": "definition"
                  },
                  {
                    "text": "Is metadata provided?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "quality",
        "name": "Quality",
        "description": "Fitness for use.",
        "rationale": "Quality must be checked.",
        "layers": [
          {
            "id": "assess",
            "name": "Assess",
            "description": "Completeness and accuracy.",
            "findings": [
              {
                "id": "assess-finding",
                "name": "Assess",
                "description": "Quality assessment.",
                "questions": [
                  {
                    "text": "How complete, accurate and current is the data?",
                    "kind": "measurement"
                  },
                  {
                    "text": "What biases might it contain?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "cleaning",
            "name": "Cleaning",
            "description": "Preparation.",
            "findings": [
              {
                "id": "cleaning-finding",
                "name": "Cleaning",
                "description": "Data cleaning.",
                "questions": [
                  {
                    "text": "What cleaning steps are needed?",
                    "kind": "action"
                  },
                  {
                    "text": "Are they documented?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "rights",
        "name": "Rights",
        "description": "Licences and privacy.",
        "rationale": "Rights constrain use.",
        "layers": [
          {
            "id": "licence",
            "name": "Licence",
            "description": "Reuse.",
            "findings": [
              {
                "id": "licence-finding",
                "name": "Licence",
                "description": "Licensing.",
                "questions": [
                  {
                    "text": "Under which licence can the data be reused?",
                    "kind": "provenance"
                  },
                  {
                    "text": "How must it be attributed?",
                    "kind": "action"
                  }
                ]
              }
            ]
          },
          {
            "id": "privacy",
            "name": "Privacy",
            "description": "Personal data.",
            "findings": [
              {
                "id": "privacy-finding",
                "name": "Privacy",
                "description": "Personal data.",
                "questions": [
                  {
                    "text": "Does the data include personal data, and on what lawful basis is it processed?",
                    "kind": "boundary"
                  },
                  {
                    "text": "How can people exercise their data rights?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "use",
        "name": "Use",
        "description": "Analysis and sharing.",
        "rationale": "Use responsibly.",
        "layers": [
          {
            "id": "analysis",
            "name": "Analysis",
            "description": "Methods.",
            "findings": [
              {
                "id": "analysis-finding",
                "name": "Analysis",
                "description": "Analysis.",
                "questions": [
                  {
                    "text": "Which analysis suits this data?",
                    "kind": "action"
                  },
                  {
                    "text": "Are conclusions supported?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "sharing",
            "name": "Sharing",
            "description": "FAIR principles.",
            "findings": [
              {
                "id": "sharing-finding",
                "name": "Sharing",
                "description": "Data sharing.",
                "questions": [
                  {
                    "text": "How can the data be shared following FAIR principles?",
                    "kind": "action"
                  },
                  {
                    "text": "Is anonymisation sufficient?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should data types be separate entries?",
    "How should licences be linked?",
    "How should metadata standards be linked?"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}