{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-11T09:36:59Z",
    "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": "2026-10-05T15:00:00Z",
      "ingestedAt": "2026-10-05T13:21:02+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-06T19:52:02+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q8514",
    "registryId": "vr.tr.desert",
    "name": "desert",
    "version": "0.2.0-wave.1",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "PHY.PLC"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q8514/",
  "model": {
    "registry_id": "vr.tr.desert",
    "name": "desert",
    "purpose": "Let an agent handle deserts by type, climate, ecology, travel safety and desertification.",
    "definition": "A landscape or region that receives very little precipitation, generally under about 250 mm a year, with sparse vegetation; includes hot sandy and rocky deserts, cold deserts and polar deserts such as Antarctica.",
    "what_it_is_for": "A biome and landscape relevant to ecology, travel and land management.",
    "affordances": [
      "classify desert types",
      "find climate and ecological information",
      "plan safe desert travel",
      "understand desertification"
    ],
    "distinguishing_features": [
      "Very dry",
      "Large temperature ranges in many",
      "Specialised life",
      "Cover about a third of land"
    ],
    "appearance": "Dunes, gravel plains, rock, salt flats or ice, with sparse vegetation.",
    "visual_identification": [
      "Very low rainfall",
      "Sand, gravel or rock surfaces",
      "Polar deserts are icy"
    ],
    "physical_properties": [
      {
        "quantity": "annual precipitation",
        "typical_range": "under about 250",
        "unit": "mm",
        "note": "common threshold"
      }
    ],
    "families_and_kinds": [
      "hot deserts",
      "cold deserts",
      "polar deserts",
      "coastal deserts",
      "sandy and gravel deserts"
    ],
    "related_models": [
      {
        "relation": "is a kind of",
        "target": "landscape and ecosystem",
        "why": "category"
      },
      {
        "relation": "is related to",
        "target": "aridity",
        "why": "climate"
      },
      {
        "relation": "contains",
        "target": "dune and oasis",
        "why": "features"
      },
      {
        "relation": "is threatened by",
        "target": "desertification",
        "why": "process"
      }
    ],
    "identifiers": [],
    "standards_and_regulation": [
      "UN Convention to Combat Desertification",
      "Protected area rules"
    ],
    "failure_modes_and_hazards": [
      "Heat stroke and dehydration",
      "Getting lost",
      "Flash floods in dry valleys"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "Report desert climate, terrain and route information from official and current sources.",
        "Warn travellers about heat, water needs and the risk of flash floods in dry valleys.",
        "Help a traveller leave route and return details with someone before setting out."
      ],
      "must_not": [
        "Encourage travel into a desert without water, navigation and a plan to be missed.",
        "Advise driving or camping in a dry valley when rain is forecast upstream.",
        "Direct people across borders or military zones in desert areas.",
        "Treat desert land as empty when indigenous and nomadic peoples live on it.",
        "Help take or damage desert wildlife, plants or rock art."
      ],
      "requires_human": [
        "Any decision to start or continue a desert crossing, and any rescue call."
      ]
    },
    "ethics": {
      "considerations": [
        "Deserts kill the unprepared quickly through heat and dehydration.",
        "Indigenous and pastoral communities depend on these lands and their water."
      ],
      "affected_parties": [
        "Travellers and migrants",
        "Indigenous and nomadic communities",
        "Rescue services"
      ]
    },
    "owners": {
      "steward": "The state that governs the territory; parts are held by indigenous peoples or protected by law.",
      "master_systems": [
        "National protected area and land tenure registers"
      ]
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q8514: desert",
      "url": "https://www.wikidata.org/wiki/Q8514",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Desert",
      "url": "https://en.wikipedia.org/wiki/Desert",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "type",
        "name": "Type",
        "description": "Which desert.",
        "rationale": "Types differ.",
        "layers": [
          {
            "id": "kind",
            "name": "Kind",
            "description": "Hot, cold.",
            "findings": [
              {
                "id": "kind-finding",
                "name": "Kind",
                "description": "Desert type.",
                "questions": [
                  {
                    "text": "Which type of desert is it?",
                    "kind": "definition"
                  },
                  {
                    "text": "What surface dominates?",
                    "kind": "definition"
                  }
                ]
              }
            ]
          },
          {
            "id": "climate",
            "name": "Climate",
            "description": "Data.",
            "findings": [
              {
                "id": "climate-finding",
                "name": "Climate",
                "description": "Climate.",
                "questions": [
                  {
                    "text": "What are its rainfall and temperature ranges?",
                    "kind": "measurement"
                  },
                  {
                    "text": "From which climate record?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "ecology",
        "name": "Ecology",
        "description": "Life.",
        "rationale": "Life adapts.",
        "layers": [
          {
            "id": "species",
            "name": "Species",
            "description": "Adaptations.",
            "findings": [
              {
                "id": "species-finding",
                "name": "Species",
                "description": "Species.",
                "questions": [
                  {
                    "text": "Which plants and animals live there?",
                    "kind": "provenance"
                  },
                  {
                    "text": "How are they adapted?",
                    "kind": "definition"
                  }
                ]
              }
            ]
          },
          {
            "id": "protection",
            "name": "Protection",
            "description": "Protected areas.",
            "findings": [
              {
                "id": "protection-finding",
                "name": "Protection",
                "description": "Protection.",
                "questions": [
                  {
                    "text": "Is the area protected?",
                    "kind": "provenance"
                  },
                  {
                    "text": "What rules apply to visitors?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "safety",
        "name": "Safety",
        "description": "Travel.",
        "rationale": "Deserts are dangerous.",
        "layers": [
          {
            "id": "planning",
            "name": "Planning",
            "description": "Preparation.",
            "findings": [
              {
                "id": "planning-finding",
                "name": "Planning",
                "description": "Travel planning.",
                "questions": [
                  {
                    "text": "How much water and what equipment should be carried, according to official guidance?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Who should be told the route?",
                    "kind": "action"
                  }
                ]
              }
            ]
          },
          {
            "id": "emergency",
            "name": "Emergency",
            "description": "Heat illness.",
            "findings": [
              {
                "id": "emergency-finding",
                "name": "Emergency",
                "description": "Emergency.",
                "questions": [
                  {
                    "text": "What should someone do if a person shows signs of heat stroke?",
                    "kind": "action"
                  },
                  {
                    "text": "How can rescue services be reached?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "change",
        "name": "Change",
        "description": "Desertification.",
        "rationale": "Land degrades.",
        "layers": [
          {
            "id": "desertification",
            "name": "Desertification",
            "description": "Causes.",
            "findings": [
              {
                "id": "desertification-finding",
                "name": "Desertification",
                "description": "Desertification.",
                "questions": [
                  {
                    "text": "Is desertification occurring here, according to studies?",
                    "kind": "provenance"
                  },
                  {
                    "text": "What causes are identified?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "restoration",
            "name": "Restoration",
            "description": "Responses.",
            "findings": [
              {
                "id": "restoration-finding",
                "name": "Restoration",
                "description": "Restoration.",
                "questions": [
                  {
                    "text": "Which restoration projects exist?",
                    "kind": "provenance"
                  },
                  {
                    "text": "How is progress measured?",
                    "kind": "measurement"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should each desert be a separate entry?",
    "How should climate data be linked?",
    "How should polar deserts be grouped?"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}