{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-11T06:00:55Z",
    "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": "2026-10-05T16:30:00Z",
      "ingestedAt": "2026-10-05T13:21:09+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "revisions": [
      {
        "at": "2026-10-06T22:49:07+00:00",
        "engine": "codex",
        "fields": [
          "definition",
          "distinguishing_features",
          "visual_identification"
        ],
        "answering_review": "295c426bbf580dcfbabffbf0047556771e327eb34b78585c15c5df14fa3c5017"
      }
    ],
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-07T10:10:30+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q33829",
    "registryId": "vr.tr.human-population",
    "name": "human population",
    "version": "0.2.0-wave.1",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "XCT.QTY"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q33829/",
  "model": {
    "registry_id": "vr.tr.human-population",
    "name": "human population",
    "purpose": "Let an agent handle human populations with sourced figures and definitions, and describe peoples respectfully using their own names.",
    "definition": "The people living in a given locality, counted and described by censuses and surveys.",
    "what_it_is_for": "Planning services, understanding societies and recognising peoples.",
    "affordances": [
      "count it, in censuses",
      "describe it, by age, sex and other characteristics",
      "project it",
      "recognise peoples and their rights"
    ],
    "distinguishing_features": [
      "A human population consists of people living in the same locality.",
      "Censuses count populations using stated definitions.",
      "Peoples within a population have self-designations and rights.",
      "Sensitive categories need care."
    ],
    "appearance": "Numbers in censuses and surveys; communities and peoples.",
    "visual_identification": [
      "Census tables describe populations within defined localities.",
      "Names of peoples alone do not identify populations defined by shared locality.",
      "Population pyramids show the age and sex distribution of a defined population."
    ],
    "physical_properties": [],
    "families_and_kinds": [
      "resident populations",
      "national and regional populations",
      "peoples and ethnic groups",
      "indigenous peoples",
      "diaspora communities"
    ],
    "related_models": [
      {
        "relation": "is a kind of",
        "target": "population",
        "why": "group of organisms"
      },
      {
        "relation": "is counted by",
        "target": "census",
        "why": "statistics"
      },
      {
        "relation": "lives in",
        "target": "state and city",
        "why": "place"
      },
      {
        "relation": "has rights under",
        "target": "human rights law",
        "why": "protections"
      }
    ],
    "identifiers": [
      {
        "scheme": "census area code",
        "value_or_pattern": "national codes",
        "note": "statistics"
      }
    ],
    "standards_and_regulation": [
      "UN Principles and Recommendations for Population and Housing Censuses",
      "UN Declaration on the Rights of Indigenous Peoples",
      "Data protection for special category data"
    ],
    "failure_modes_and_hazards": [
      "Using outdated figures",
      "Exonyms or offensive names for peoples",
      "Stereotyping groups",
      "Processing ethnic data without a lawful basis"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "Report population figures from censuses and surveys with source and date.",
        "Describe named peoples using the names they use for themselves."
      ],
      "must_not": [
        "Re-identify individuals from census or survey data.",
        "Use population data to target ethnic or religious groups.",
        "Present stereotypes of a people as fact.",
        "Misstate population figures for political ends."
      ],
      "requires_human": [
        "Publishing fine-grained data on ethnic or religious groups."
      ]
    },
    "ethics": {
      "considerations": [
        "Census data has been used for persecution.",
        "Peoples have the right to name and describe themselves."
      ],
      "affected_parties": [
        "Residents counted",
        "Ethnic and religious minorities",
        "Indigenous peoples"
      ]
    },
    "owners": {
      "steward": "National statistics offices hold census data; peoples speak for themselves.",
      "master_systems": [
        "National census records"
      ]
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q33829: human population",
      "url": "https://www.wikidata.org/wiki/Q33829",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Human population",
      "url": "https://en.wikipedia.org/wiki/Human_population",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "size",
        "name": "Size",
        "description": "How many people.",
        "rationale": "Figures need source and date.",
        "layers": [
          {
            "id": "count",
            "name": "Count",
            "description": "Census and estimates.",
            "findings": [
              {
                "id": "count-finding",
                "name": "Count",
                "description": "Population figure.",
                "questions": [
                  {
                    "text": "What is the population, from which census or estimate, and year?",
                    "kind": "measurement"
                  },
                  {
                    "text": "How is resident defined?",
                    "kind": "definition"
                  }
                ]
              }
            ]
          },
          {
            "id": "trend",
            "name": "Trend",
            "description": "Change.",
            "findings": [
              {
                "id": "trend-finding",
                "name": "Trend",
                "description": "Trend.",
                "questions": [
                  {
                    "text": "How is it changing, and why?",
                    "kind": "measurement"
                  },
                  {
                    "text": "What do projections say?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "composition",
        "name": "Composition",
        "description": "Who the people are.",
        "rationale": "Composition needs careful categories.",
        "layers": [
          {
            "id": "structure",
            "name": "Structure",
            "description": "Age and sex.",
            "findings": [
              {
                "id": "structure-finding",
                "name": "Structure",
                "description": "Demographic structure.",
                "questions": [
                  {
                    "text": "What is the age and sex structure?",
                    "kind": "measurement"
                  },
                  {
                    "text": "From which source?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "groups",
            "name": "Groups",
            "description": "Peoples and communities.",
            "findings": [
              {
                "id": "groups-finding",
                "name": "Groups",
                "description": "Groups and self-identification.",
                "questions": [
                  {
                    "text": "Which peoples or communities are part of it, by self-identification?",
                    "kind": "provenance"
                  },
                  {
                    "text": "How are categories defined?",
                    "kind": "definition"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "peoples",
        "name": "Peoples",
        "description": "Named peoples.",
        "rationale": "Peoples have names, histories and rights.",
        "layers": [
          {
            "id": "names",
            "name": "Names",
            "description": "Self-designations.",
            "findings": [
              {
                "id": "names-finding",
                "name": "Names",
                "description": "Names used.",
                "questions": [
                  {
                    "text": "What do the people call themselves?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which names are considered offensive?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "rights",
            "name": "Rights",
            "description": "Recognition.",
            "findings": [
              {
                "id": "rights-finding",
                "name": "Rights",
                "description": "Legal recognition.",
                "questions": [
                  {
                    "text": "Are they recognised as a minority or indigenous people?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which rights follow?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "handling",
        "name": "Handling",
        "description": "Respect and privacy.",
        "rationale": "Population data is sensitive.",
        "layers": [
          {
            "id": "respect",
            "name": "Respect",
            "description": "Non-stereotyping.",
            "findings": [
              {
                "id": "respect-finding",
                "name": "Respect",
                "description": "Respectful description.",
                "questions": [
                  {
                    "text": "Is the description respectful and free of stereotypes?",
                    "kind": "boundary"
                  },
                  {
                    "text": "Is it based on evidence?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "privacy",
            "name": "Privacy",
            "description": "Special categories.",
            "findings": [
              {
                "id": "privacy-finding",
                "name": "Privacy",
                "description": "Data rules.",
                "questions": [
                  {
                    "text": "Is ethnic or religious data processed lawfully?",
                    "kind": "boundary"
                  },
                  {
                    "text": "Could small numbers identify people?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should named peoples be separate entries?",
    "How should self-designations be prioritised?",
    "How should census definitions be linked?"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}