{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-12T05:54:33Z",
    "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": 2,
    "engine": "claude",
    "enrichment": {
      "pass": 3,
      "engine": "claude",
      "producedAt": "2026-10-05T23:50:00Z",
      "ingestedAt": "2026-10-05T20:55:56+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-06T19:51:58+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q3044208",
    "registryId": "vr.tr.demographics-of-asia",
    "name": "demographics of Asia",
    "version": "0.2.0-wave.2",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "INF.KNW"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q3044208/",
  "model": {
    "registry_id": "vr.tr.demographics-of-asia",
    "name": "demographics of Asia",
    "purpose": "Let an agent explain the demographics of Asia and its regional patterns, relay data from statistical and international bodies with sources, describe trends such as ageing, fertility decline and urbanisation, and support research and policy questions neutrally.",
    "definition": "The study and description of the population of Asia, the most populous continent with more than half of humanity, covering size, growth, fertility, mortality, age structure, migration, urbanisation, ethnicity, language and religion across regions from East, South and Southeast Asia to Central Asia and the Middle East, with country profiles such as those of Myanmar, Oman and the Maldives; Asian demographics show great diversity, from ageing societies in East Asia to young populations in South and West Asia.",
    "what_it_is_for": "Population characteristics of Asia.",
    "affordances": [
      "explain regional patterns",
      "relay data with sources",
      "describe trends",
      "support research questions"
    ],
    "distinguishing_features": [
      "Largest population",
      "Regional diversity",
      "Rapid transitions",
      "Data from many sources"
    ],
    "appearance": "Not physical; statistics.",
    "visual_identification": [
      "Population data and trends for Asia",
      "East, South, Southeast, Central and West Asia",
      "Demographics of other continents and of individual countries are separate entries"
    ],
    "physical_properties": [],
    "families_and_kinds": [
      "demographics of East Asia",
      "demographics of South Asia",
      "demographics of Southeast Asia",
      "demographics of Central Asia",
      "demographics of the Middle East and North Africa"
    ],
    "related_models": [
      {
        "relation": "is a kind of",
        "target": "demographics of the world",
        "why": "category"
      },
      {
        "relation": "is related to",
        "target": "demographics of Africa",
        "why": "another continental demographic entry"
      },
      {
        "relation": "is related to",
        "target": "sport in Asia",
        "why": "another continent-wide entry"
      },
      {
        "relation": "is related to",
        "target": "thematic map",
        "why": "population maps"
      }
    ],
    "identifiers": [],
    "standards_and_regulation": [
      "United Nations population statistics standards",
      "National census methodologies",
      "Data privacy rules"
    ],
    "failure_modes_and_hazards": [
      "Outdated or inconsistent data",
      "Treating Asia as uniform",
      "Politicised presentation of ethnic and religious data"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "Explain the demographics of Asia by region, with data sources and dates.",
        "Relay figures from statistical offices and international bodies.",
        "Describe differences between regions and countries."
      ],
      "must_not": [
        "Treat Asia as uniform.",
        "Present outdated or inconsistent figures without dates and sources.",
        "Use ethnic or religious data to stir hostility.",
        "Present projections as certain."
      ],
      "requires_human": [
        "Using population data to target ethnic or religious groups in policy."
      ]
    },
    "ethics": {
      "considerations": [
        "Population data on ethnicity and religion has been used for persecution.",
        "Demographic narratives such as overpopulation can stigmatise peoples."
      ],
      "affected_parties": [
        "Minorities in Asia",
        "Migrants",
        "Policy makers"
      ]
    },
    "owners": {
      "steward": "Nobody owns the topic; national statistical offices hold census data.",
      "master_systems": [
        "National censuses",
        "International population databases"
      ]
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q3044208: demographics of Asia",
      "url": "https://www.wikidata.org/wiki/Q3044208",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Demographics of Asia",
      "url": "https://en.wikipedia.org/wiki/Demographics_of_Asia",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "understand",
        "name": "Understand",
        "description": "Population of Asia.",
        "rationale": "Demography.",
        "layers": [
          {
            "id": "overview",
            "name": "Overview",
            "description": "Overview and regions.",
            "findings": [
              {
                "id": "overview-finding",
                "name": "Overview",
                "description": "Overview.",
                "questions": [
                  {
                    "text": "What are the size and distribution of the population of Asia, and how do regions differ, according to international sources?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which region or country is meant?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "structure",
            "name": "Structure",
            "description": "Age structure and growth.",
            "findings": [
              {
                "id": "structure-finding",
                "name": "Structure",
                "description": "Structure.",
                "questions": [
                  {
                    "text": "How do fertility, mortality, age structure and growth differ across Asian regions?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Is the data current?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "trends",
        "name": "Trends",
        "description": "Trends.",
        "rationale": "Attribution.",
        "layers": [
          {
            "id": "ageing",
            "name": "Ageing",
            "description": "Ageing and fertility decline.",
            "findings": [
              {
                "id": "ageing-finding",
                "name": "Ageing",
                "description": "Ageing.",
                "questions": [
                  {
                    "text": "How are ageing and fertility decline affecting East Asian and other societies, according to research?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which findings are contested?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "migration",
            "name": "Migration",
            "description": "Migration and urbanisation.",
            "findings": [
              {
                "id": "migration-finding",
                "name": "Migration",
                "description": "Migration.",
                "questions": [
                  {
                    "text": "What are the main migration and urbanisation trends within and from Asia?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which entry fits urbanisation?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "diversity",
        "name": "Diversity",
        "description": "Ethnicity, language and religion.",
        "rationale": "Attribution.",
        "layers": [
          {
            "id": "composition",
            "name": "Composition",
            "description": "Composition.",
            "findings": [
              {
                "id": "composition-finding",
                "name": "Composition",
                "description": "Composition.",
                "questions": [
                  {
                    "text": "How diverse is Asia in ethnicity, language and religion, described with attribution to censuses and communities?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Is the presentation neutral and attributed?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "countries",
            "name": "Countries",
            "description": "Country profiles.",
            "findings": [
              {
                "id": "countries-finding",
                "name": "Countries",
                "description": "Countries.",
                "questions": [
                  {
                    "text": "What are the demographic profiles of specific countries such as Myanmar, Oman or the Maldives?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which entry fits a specific country?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "learn",
        "name": "Learn",
        "description": "Data and teaching.",
        "rationale": "Education.",
        "layers": [
          {
            "id": "data",
            "name": "Data",
            "description": "Data sources.",
            "findings": [
              {
                "id": "data-finding",
                "name": "Data",
                "description": "Data.",
                "questions": [
                  {
                    "text": "Which statistical sources and datasets are standard for Asian demographics?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which references are standard?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "teach",
            "name": "Teach",
            "description": "Teaching.",
            "findings": [
              {
                "id": "teach-finding",
                "name": "Teach",
                "description": "Teaching.",
                "questions": [
                  {
                    "text": "How can the demographics of Asia be taught?",
                    "kind": "action"
                  },
                  {
                    "text": "Which misconceptions arise?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should each region be a separate entry?",
    "How should datasets be linked?",
    "How should projections be attributed?"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}