{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-13T18:46:32Z",
    "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": "2026-10-06T11:00:00Z",
      "ingestedAt": "2026-10-06T07:36:47+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-06T19:52:01+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q72468",
    "registryId": "vr.tr.bureaucracy",
    "name": "bureaucracy",
    "version": "0.2.0-wave.4",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "SOC.ORG"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q72468/",
  "model": {
    "registry_id": "vr.tr.bureaucracy",
    "name": "bureaucracy",
    "purpose": "Let an agent explain bureaucracy as a form of administration, relay theories, criticisms and reforms from public administration and sociology sources with attribution, describe the Licence Raj as an example, and distinguish bureaucracy from democracy, technocracy, red tape as a symptom and the civil service as an institution, presenting debates neutrally.",
    "definition": "A system of administration by appointed officials organised in hierarchical offices following formal rules, found in governments and large organisations, analysed by Max Weber as rational, rule-bound administration and criticised for red tape, rigidity and self-interest; the registry alias Licence Raj names the specific system of licences and regulations that governed Indian industry from about 1947 to 1991, an example often cited in debates about bureaucracy and economic policy.",
    "what_it_is_for": "Administering organisations and states.",
    "affordances": [
      "explain the concept",
      "relay theories and critiques",
      "describe examples",
      "distinguish related concepts"
    ],
    "distinguishing_features": [
      "Hierarchy",
      "Formal rules",
      "Appointed officials",
      "Debated efficiency"
    ],
    "appearance": "Not a visible object; offices, officials and procedures.",
    "visual_identification": [
      "Administration by appointed officials under formal rules",
      "Weberian bureaucracy, civil service systems, Licence Raj",
      "Democracy is rule by the people; technocracy is rule by experts; red tape is excessive procedure; the civil service is an institution"
    ],
    "physical_properties": [
      {
        "quantity": "Weber s analysis",
        "typical_range": "Economy and Society, 1922",
        "unit": "note",
        "note": ""
      },
      {
        "quantity": "Licence Raj",
        "typical_range": "about 1947-1991",
        "unit": "period",
        "note": "India"
      },
      {
        "quantity": "Northcote-Trevelyan Report",
        "typical_range": "1854",
        "unit": "year",
        "note": "UK merit civil service"
      }
    ],
    "families_and_kinds": [
      "state bureaucracies and civil services",
      "corporate bureaucracies",
      "street-level bureaucracy",
      "historical systems such as imperial Chinese bureaucracy",
      "regulatory regimes such as the Licence Raj"
    ],
    "related_models": [
      {
        "relation": "is a kind of",
        "target": "public administration",
        "why": "in registry terms"
      },
      {
        "relation": "was analysed by",
        "target": "Max Weber",
        "why": ""
      },
      {
        "relation": "is exemplified by",
        "target": "Licence Raj",
        "why": "as a regulatory regime"
      },
      {
        "relation": "is contrasted with",
        "target": "technocracy",
        "why": ""
      }
    ],
    "identifiers": [],
    "standards_and_regulation": [
      "Civil service laws and administrative procedure acts"
    ],
    "failure_modes_and_hazards": [
      "Partisan framing of bureaucracy debates",
      "Treating an example as a synonym",
      "Oversimplifying historical cases"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "Explain bureaucracy as administration by appointed officials, citing Weber and other scholars.",
        "Describe historical cases such as the Licence Raj as examples, not as synonyms."
      ],
      "must_not": [
        "Take a partisan side in debates on the size of government while presenting it as fact.",
        "Treat an example such as the Licence Raj as the same as bureaucracy.",
        "Impersonate an official or a public body.",
        "Oversimplify historical cases into slogans."
      ],
      "requires_human": [
        "Submitting forms or applications to a public body on someone's behalf."
      ]
    },
    "ethics": {
      "considerations": [
        "Bureaucracy can protect fairness through rules but also exclude people through red tape.",
        "Public servants are often blamed for policies they did not make."
      ],
      "affected_parties": [
        "Citizens dealing with officials",
        "Public servants",
        "Businesses"
      ]
    },
    "owners": {
      "steward": "Nobody owns the concept; each government or organization answers for its administration.",
      "master_systems": []
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q72468: bureaucracy",
      "url": "https://www.wikidata.org/wiki/Q72468",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Bureaucracy",
      "url": "https://en.wikipedia.org/wiki/Bureaucracy",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "understand",
        "name": "Understand",
        "description": "What bureaucracy is.",
        "rationale": "Attribution.",
        "layers": [
          {
            "id": "definition",
            "name": "Definition",
            "description": "Definition.",
            "findings": [
              {
                "id": "definition-finding",
                "name": "Definition",
                "description": "Definition.",
                "questions": [
                  {
                    "text": "What is bureaucracy, and how does it differ from democracy, technocracy, red tape and the civil service?",
                    "kind": "definition"
                  },
                  {
                    "text": "Is the question about theory, a country, an example or a policy debate?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "examples",
            "name": "Examples",
            "description": "Examples.",
            "findings": [
              {
                "id": "examples-finding",
                "name": "Examples",
                "description": "Examples.",
                "questions": [
                  {
                    "text": "What was the Licence Raj, and what other bureaucratic systems are notable?",
                    "kind": "definition"
                  },
                  {
                    "text": "Which entry fits the specific example?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "theory",
        "name": "Theory",
        "description": "Theory.",
        "rationale": "Attribution.",
        "layers": [
          {
            "id": "weber",
            "name": "Weber",
            "description": "Weber and classics.",
            "findings": [
              {
                "id": "weber-finding",
                "name": "Weber",
                "description": "Weber.",
                "questions": [
                  {
                    "text": "What did Weber, Merton and Crozier argue about bureaucracy, with positions attributed?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which references are standard?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "publicchoice",
            "name": "Public choice",
            "description": "Critiques.",
            "findings": [
              {
                "id": "publicchoice-finding",
                "name": "Public choice",
                "description": "Public choice.",
                "questions": [
                  {
                    "text": "What do public choice and new public management critics argue, and how do defenders respond, with positions attributed?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which sources are cited?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "practice",
        "name": "Practice",
        "description": "Practice and reform.",
        "rationale": "Attribution.",
        "layers": [
          {
            "id": "reform",
            "name": "Reform",
            "description": "Reform.",
            "findings": [
              {
                "id": "reform-finding",
                "name": "Reform",
                "description": "Reform.",
                "questions": [
                  {
                    "text": "How have governments reformed bureaucracies, and what results are reported?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Is the presentation neutral?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "india",
            "name": "India",
            "description": "The Licence Raj.",
            "findings": [
              {
                "id": "india-finding",
                "name": "India",
                "description": "India.",
                "questions": [
                  {
                    "text": "How did the Licence Raj work and end with the 1991 reforms, with assessments attributed?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which entry fits economic liberalisation in India?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "context",
        "name": "Context",
        "description": "History and culture.",
        "rationale": "Context.",
        "layers": [
          {
            "id": "history",
            "name": "History",
            "description": "History.",
            "findings": [
              {
                "id": "history-finding",
                "name": "History",
                "description": "History.",
                "questions": [
                  {
                    "text": "How did bureaucracy develop from ancient empires to modern states?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which entry fits imperial examination?",
                    "kind": "action"
                  }
                ]
              }
            ]
          },
          {
            "id": "culture",
            "name": "Culture",
            "description": "Culture.",
            "findings": [
              {
                "id": "culture-finding",
                "name": "Culture",
                "description": "Culture.",
                "questions": [
                  {
                    "text": "How is bureaucracy portrayed in literature such as Kafka?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which entry fits Kafkaesque?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should the Licence Raj be a separate primary entry?",
    "How should public administration sources be linked?",
    "The registry alias Licence Raj names a specific regime and should be split off"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}