{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-14T03:47:14Z",
    "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": 4,
    "engine": "claude",
    "enrichment": {
      "pass": 3,
      "engine": "claude",
      "producedAt": "2026-10-06T12:00:00Z",
      "ingestedAt": "2026-10-06T07:48:48+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "revisions": [
      {
        "at": "2026-10-06T22:56:35+00:00",
        "engine": "codex",
        "fields": [
          "agent_conduct",
          "definition",
          "distinguishing_features",
          "ethics",
          "purpose",
          "visual_identification"
        ],
        "answering_review": "1b6469c079aa65e779b798b6c22ea0ecefccd40d527712639e7d81822810495d"
      }
    ],
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-07T10:10:32+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q650605",
    "registryId": "vr.tr.administrative-territorial-entity-of-zambia",
    "name": "administrative territorial entity of Zambia",
    "version": "0.2.0-wave.4",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "PHY.PLC"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q650605/",
  "model": {
    "registry_id": "vr.tr.administrative-territorial-entity-of-zambia",
    "name": "administrative territorial entity of Zambia",
    "purpose": "Let an agent explain Zambia's provinces, relay their names and administrative role from reference sources with current structure checked, describe provincial changes over time, and distinguish the category from a single named province, lower administrative levels and divisions of other countries.",
    "definition": "A province of Zambia, a first-level administrative territorial division of the country; this category covers Zambian provinces, and current provincial names, counts and boundaries should be checked against current official sources.",
    "what_it_is_for": "Dividing Zambia for administration.",
    "affordances": [
      "explain the category",
      "relay the hierarchy of levels",
      "describe the named levels",
      "distinguish it from named units"
    ],
    "distinguishing_features": [
      "These provinces are specific to Zambia.",
      "Provinces form the first level of Zambia's administrative divisions.",
      "Provincial names, counts and boundaries can change over time.",
      "The category covers Zambian provinces rather than one named province."
    ],
    "appearance": "Not a visible object; administrative areas shown as regions on a map of Zambia.",
    "visual_identification": [
      "These entities are the provinces of Zambia.",
      "Maps and official administrative records identify provincial names and boundaries.",
      "A single named province is one instance of this category, while districts and wards belong to other administrative levels."
    ],
    "physical_properties": [
      {
        "quantity": "country",
        "typical_range": "Zambia",
        "unit": "note",
        "note": ""
      },
      {
        "quantity": "levels",
        "typical_range": "provinces, districts, wards",
        "unit": "list",
        "note": ""
      },
      {
        "quantity": "registry parent",
        "typical_range": "administrative territorial entity of a single country",
        "unit": "note",
        "note": ""
      }
    ],
    "families_and_kinds": [
      "provinces of Zambia",
      "districts of Zambia",
      "wards of Zambia"
    ],
    "related_models": [
      {
        "relation": "is a kind of",
        "target": "administrative territorial entity",
        "why": "in registry terms"
      },
      {
        "relation": "is part of",
        "target": "Zambia",
        "why": ""
      },
      {
        "relation": "is contrasted with",
        "target": "administrative divisions of other countries",
        "why": ""
      },
      {
        "relation": "is contrasted with",
        "target": "a single named district",
        "why": ""
      }
    ],
    "identifiers": [],
    "standards_and_regulation": [
      "Zambian administrative law"
    ],
    "failure_modes_and_hazards": [
      "Stale names and counts",
      "Confusing levels",
      "Confusing the category with one unit"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "List Zambia's provinces from official sources.",
        "Explain changes in provinces over time."
      ],
      "must_not": [
        "Present stale names or counts as current.",
        "Confuse levels of the hierarchy.",
        "Use administrative data to target groups.",
        "Misspell local names."
      ],
      "requires_human": [
        "Using boundaries for aid or electoral decisions requires human review."
      ]
    },
    "ethics": {
      "considerations": [
        "Changes to provincial administration can affect services and representation.",
        "Accurate data supports aid."
      ],
      "affected_parties": [
        "Residents are affected by provincial administration.",
        "Local authorities are affected by provincial administration.",
        "Aid agencies rely on accurate administrative data."
      ]
    },
    "owners": {
      "steward": "The Government of Zambia.",
      "master_systems": [
        "National administrative records"
      ]
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q650605: administrative territorial entity of Zambia",
      "url": "https://www.wikidata.org/wiki/Q650605",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Subdivisions of Zambia",
      "url": "https://en.wikipedia.org/wiki/Subdivisions_of_Zambia",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "understand",
        "name": "Understand",
        "description": "What the category is.",
        "rationale": "Definition.",
        "layers": [
          {
            "id": "definition",
            "name": "Definition",
            "description": "Definition.",
            "findings": [
              {
                "id": "definition-finding",
                "name": "Definition",
                "description": "Definition.",
                "questions": [
                  {
                    "text": "What is an administrative territorial entity of Zambia, and how does it differ from a single named unit?",
                    "kind": "definition"
                  },
                  {
                    "text": "Is the question about the current structure, which needs current sources?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "levels",
            "name": "Levels",
            "description": "Named levels.",
            "findings": [
              {
                "id": "levels-finding",
                "name": "Levels",
                "description": "Levels.",
                "questions": [
                  {
                    "text": "What are the provinces, districts and wards of Zambia?",
                    "kind": "definition"
                  },
                  {
                    "text": "Which entry fits the specific level?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "structure",
        "name": "Structure",
        "description": "Structure.",
        "rationale": "Sources.",
        "layers": [
          {
            "id": "hierarchy",
            "name": "Hierarchy",
            "description": "Hierarchy.",
            "findings": [
              {
                "id": "hierarchy-finding",
                "name": "Hierarchy",
                "description": "Hierarchy.",
                "questions": [
                  {
                    "text": "How is Zambia s administrative hierarchy organised?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which references are standard?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "changes",
            "name": "Changes",
            "description": "Changes.",
            "findings": [
              {
                "id": "changes-finding",
                "name": "Changes",
                "description": "Changes.",
                "questions": [
                  {
                    "text": "How has Zambia changed its districts over time?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Are the current names verified?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "function",
        "name": "Function",
        "description": "Function.",
        "rationale": "Regulation.",
        "layers": [
          {
            "id": "governance",
            "name": "Governance",
            "description": "Local governance.",
            "findings": [
              {
                "id": "governance-finding",
                "name": "Governance",
                "description": "Governance.",
                "questions": [
                  {
                    "text": "What role do these units play in governing Zambia?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which sources are cited?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "law",
            "name": "Law",
            "description": "Legal basis.",
            "findings": [
              {
                "id": "law-finding",
                "name": "Law",
                "description": "Law.",
                "questions": [
                  {
                    "text": "What law defines Zambia s administrative divisions?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which entry fits administrative territorial entity?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "context",
        "name": "Context",
        "description": "Context.",
        "rationale": "Context.",
        "layers": [
          {
            "id": "map",
            "name": "Map",
            "description": "Mapping.",
            "findings": [
              {
                "id": "map-finding",
                "name": "Map",
                "description": "Map.",
                "questions": [
                  {
                    "text": "How are Zambia s administrative units shown on maps?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Is the information current?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "compare",
            "name": "Compare",
            "description": "Comparison.",
            "findings": [
              {
                "id": "compare-finding",
                "name": "Compare",
                "description": "Compare.",
                "questions": [
                  {
                    "text": "How does Zambia s system compare with other countries?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Is the presentation neutral?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should each level be a separate entry?",
    "How should current structure be verified?",
    "How should district changes be noted?"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}