{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-11T13:19:14Z",
    "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": 1,
    "engine": "claude",
    "enrichment": {
      "pass": 3,
      "engine": "claude",
      "producedAt": "2026-10-05T18:00:00Z",
      "ingestedAt": "2026-10-05T13:30:50+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-06T19:51:59+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q41171",
    "registryId": "vr.tr.unemployment",
    "name": "unemployment",
    "version": "0.2.0-wave.1",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "XCT.STA"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q41171/",
  "model": {
    "registry_id": "vr.tr.unemployment",
    "name": "unemployment",
    "purpose": "Let an agent explain unemployment statistics and types with sources, help people find benefits, job search support and training, and respond supportively to the personal impact of job loss.",
    "definition": "The state of people who are without paid work, available for work and actively seeking it, as defined by the International Labour Organization; unemployment is measured by the unemployment rate and includes frictional, structural, cyclical and long-term forms.",
    "what_it_is_for": "Economic measurement, social policy and personal support.",
    "affordances": [
      "find official unemployment statistics with dates",
      "explain ILO definitions and types of unemployment",
      "find benefits and job search services",
      "find support for wellbeing after job loss"
    ],
    "distinguishing_features": [
      "Without work but seeking it",
      "Defined by the ILO",
      "Measured by surveys and registers",
      "Social and personal impacts"
    ],
    "appearance": "Not physical; shown in labour market statistics and experienced by people seeking work.",
    "visual_identification": [
      "Unemployment rates and claimant counts",
      "Job centres and employment services",
      "Economically inactive people are not counted as unemployed"
    ],
    "physical_properties": [],
    "families_and_kinds": [
      "frictional unemployment",
      "structural unemployment",
      "cyclical unemployment",
      "long-term unemployment",
      "youth unemployment"
    ],
    "related_models": [
      {
        "relation": "is a kind of",
        "target": "social issue",
        "why": "category"
      },
      {
        "relation": "is measured by",
        "target": "labour force survey",
        "why": "method"
      },
      {
        "relation": "is addressed by",
        "target": "employment service",
        "why": "service"
      },
      {
        "relation": "is related to",
        "target": "unemployment benefit",
        "why": "support"
      }
    ],
    "identifiers": [],
    "standards_and_regulation": [
      "ILO resolutions on labour statistics",
      "National unemployment insurance and benefit law"
    ],
    "failure_modes_and_hazards": [
      "Confusing claimant counts with ILO unemployment",
      "Stigmatising unemployed people",
      "Missing distress after job loss"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "Report unemployment rates with their definition, source and date.",
        "Help job seekers find official services and benefit information."
      ],
      "must_not": [
        "Treat unemployed people as lazy or blame them for structural problems.",
        "Disclose a person's employment status without consent.",
        "Mix different definitions of unemployment when comparing figures.",
        "Screen job applicants out because of gaps in employment on discriminatory grounds."
      ],
      "requires_human": [
        "Decisions on a person's benefits or job applications."
      ]
    },
    "ethics": {
      "considerations": [
        "Unemployment harms health, income and dignity and falls unequally on certain groups.",
        "Statistics shape policy, so misleading figures hurt people who need help."
      ],
      "affected_parties": [
        "Unemployed people",
        "Their families",
        "Employers and job centres"
      ]
    },
    "owners": {
      "steward": "Nobody owns it; national statistics offices measure it under international definitions.",
      "master_systems": [
        "National labour force statistics"
      ]
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q41171: unemployment",
      "url": "https://www.wikidata.org/wiki/Q41171",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Unemployment",
      "url": "https://en.wikipedia.org/wiki/Unemployment",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "statistics",
        "name": "Statistics",
        "description": "Measurement.",
        "rationale": "Definitions matter.",
        "layers": [
          {
            "id": "rate",
            "name": "Rate",
            "description": "Unemployment rate.",
            "findings": [
              {
                "id": "rate-finding",
                "name": "Rate",
                "description": "Unemployment rate.",
                "questions": [
                  {
                    "text": "What is the unemployment rate here, according to which source and period?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Is it the ILO measure or a claimant count?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "types",
            "name": "Types",
            "description": "Kinds of unemployment.",
            "findings": [
              {
                "id": "types-finding",
                "name": "Types",
                "description": "Types.",
                "questions": [
                  {
                    "text": "Is this frictional, structural or cyclical unemployment?",
                    "kind": "definition"
                  },
                  {
                    "text": "Which indicators show it?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "support",
        "name": "Support",
        "description": "Benefits and services.",
        "rationale": "Help is available.",
        "layers": [
          {
            "id": "benefits",
            "name": "Benefits",
            "description": "Income support.",
            "findings": [
              {
                "id": "benefits-finding",
                "name": "Benefits",
                "description": "Benefits.",
                "questions": [
                  {
                    "text": "Which unemployment benefits might be available here, and how is a claim made?",
                    "kind": "provenance"
                  },
                  {
                    "text": "What deadlines apply?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "jobs",
            "name": "Jobs",
            "description": "Job search.",
            "findings": [
              {
                "id": "jobs-finding",
                "name": "Jobs",
                "description": "Job search.",
                "questions": [
                  {
                    "text": "Which employment services and training programmes can help?",
                    "kind": "provenance"
                  },
                  {
                    "text": "How can a CV be improved?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "wellbeing",
        "name": "Well-being",
        "description": "Personal impact.",
        "rationale": "Support matters.",
        "layers": [
          {
            "id": "distress",
            "name": "Distress",
            "description": "Emotional support.",
            "findings": [
              {
                "id": "distress-finding",
                "name": "Distress",
                "description": "Emotional support.",
                "questions": [
                  {
                    "text": "Is the person very distressed or at risk after losing work?",
                    "kind": "boundary"
                  },
                  {
                    "text": "Which support services or crisis lines should be offered?",
                    "kind": "action"
                  }
                ]
              }
            ]
          },
          {
            "id": "money",
            "name": "Money",
            "description": "Money worries.",
            "findings": [
              {
                "id": "money-finding",
                "name": "Money",
                "description": "Money worries.",
                "questions": [
                  {
                    "text": "Is the person struggling with bills or debt?",
                    "kind": "boundary"
                  },
                  {
                    "text": "Which free debt advice services exist?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "policy",
        "name": "Policy",
        "description": "Economics.",
        "rationale": "Policy debates need balance.",
        "layers": [
          {
            "id": "causes",
            "name": "Causes",
            "description": "Economic causes.",
            "findings": [
              {
                "id": "causes-finding",
                "name": "Causes",
                "description": "Economic causes.",
                "questions": [
                  {
                    "text": "What do economists say drives unemployment in this case?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Are views attributed?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "language",
            "name": "Language",
            "description": "Respectful language.",
            "findings": [
              {
                "id": "language-finding",
                "name": "Language",
                "description": "Respectful language.",
                "questions": [
                  {
                    "text": "Is the language free of stigma about unemployed people?",
                    "kind": "boundary"
                  },
                  {
                    "text": "Does it rely on evidence?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should types be separate entries?",
    "How should national statistics be linked?",
    "How should benefit rules be localised?"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}