{
    "model": {
        "rank": 5812,
        "code": "thing-q106991",
        "model_id": "vr.tr.chukchis",
        "name": "Chukchis",
        "purpose": "Enable an AI agent to recognise references to the Chukchi people, assess locally evidenced conditions of collective life, and determine appropriate consultation, documentation and support actions.",
        "family": "Thing Registry",
        "category": "Society, people and institutions",
        "status": "research-draft",
        "kind": "thing",
        "plane": "SOC",
        "domain": "SOC.PER",
        "industry": "",
        "version": "",
        "url": "/models/thing/q106991/",
        "tier": 2,
        "score": 64,
        "payload": {
            "layer": "wikidata",
            "aliases": [],
            "aliasCount": 0,
            "merged": 0,
            "knownIn": 64,
            "facets": null,
            "markers": [],
            "lexicalClass": "",
            "senseRank": null,
            "alsoRegisteredAs": null,
            "source": {
                "dataset": "wikidata",
                "item": "Q106991",
                "url": "https://www.wikidata.org/wiki/Q106991",
                "license": "CC0 1.0"
            }
        },
        "research": {
            "vercy": "1.0-draft",
            "publication": {
                "status": "research-draft",
                "adjudicationStatus": "unreviewed",
                "publishableCanonical": false,
                "generatedAt": "2026-09-07T09:29:12Z",
                "providers": [
                    "Codex",
                    "Grok"
                ],
                "missingProviders": [],
                "pass": 2,
                "cost": {
                    "grok": {
                        "usd": 0.01280134,
                        "turns": 1,
                        "seconds": 157.4,
                        "error": null
                    },
                    "codex": {
                        "seconds": 102.2,
                        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.3\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a07b2d-ff7c-7e42-a1c2-55d35866ee6c\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: Chukchis\nRegistry id: vr.tr.chukchis\nPlane / domain: SOC / SOC.PER\nRegistry definition: (none recorded)\nNames folded into this entry: (none)\n\nA Vercy"
                    }
                }
            },
            "metaModel": {
                "id": "THING-Q106991",
                "registryId": "vr.tr.chukchis",
                "name": "Chukchis",
                "version": "0.1.0-research.1",
                "entryKind": "thing",
                "family": "Thing Registry",
                "domain": [
                    "SOC.PER"
                ],
                "status": "research-draft"
            },
            "canonicalUrl": "https://ver.cy/models/thing/q106991/",
            "model": {
                "registry_id": "vr.tr.chukchis",
                "name": "Chukchis",
                "purpose": "Enable an AI agent to recognise references to the Chukchi people, assess locally evidenced conditions of collective life, and determine appropriate consultation, documentation and support actions.",
                "definition": "The Chukchi (self-name Ḷygʺoravètḷʹan / Luoravetlan, 'genuine people') are an Indigenous Paleo-Siberian people of the Chukotka Peninsula and adjacent Arctic mainland of the Russian Far East, historically organised into maritime sea-mammal hunters and inland reindeer pastoralists and speaking Chukchi, a Chukotko-Kamchatkan language.",
                "scope_statement": "This draft interprets vr.tr.chukchis as the Chukchi people collectively and owns the relationships among self-identification, community affiliation, language continuity, homeland connections, livelihoods and collective representation, with every assessment bounded by locality, time and evidence.",
                "in_scope": [
                    "Chukchi collective identification, preferred names and distinctions from neighbouring peoples",
                    "Relationships among coastal, tundra, settlement and dispersed Chukchi communities",
                    "Community use and intergenerational transmission of Chukchi",
                    "Connections to customary places, mobility routes and livelihood practices",
                    "Community-defined priorities, representation and permissions for using cultural knowledge"
                ],
                "out_of_scope": [
                    "Individual biographies, genetic ancestry and personal ethnicity classification",
                    "The Chukchi language's complete grammar, lexicon and linguistic taxonomy",
                    "Chukotka's administrative government, territorial boundaries and general population",
                    "Reindeer biology, marine wildlife populations and ecosystem dynamics",
                    "Operational management of particular herding enterprises or hunting organisations",
                    "Separate models of neighbouring peoples, including Siberian Yupik and Koryaks"
                ],
                "distinguishing_features": [
                    "Check whether a reference denotes the Chukchi people, rather than the Chukchi language, Chukchi Sea or residents of Chukotka generally.",
                    "Require explicit, attributable identification with the Chukchi people; residence, appearance, surname and occupation are insufficient membership tests.",
                    "Distinguish Chukchi identification from Siberian Yupik or Koryak identification even where communities share places, practices or family connections.",
                    "Treat coastal and reindeer-herding distinctions as contextual internal variation, not separate ethnicities or mandatory lifestyles. These distinctions are described in the [Institute of Linguistics overview](https://minlang.iling-ran.ru/en/lang/chukchi-language).",
                    "Record language use separately from collective identification; the [Institute of Linguistics overview](https://minlang.iling-ran.ru/en/lang/chukchi-language) describes continuing coastal Chukchi identification despite partial language loss."
                ],
                "characteristics": [
                    {
                        "name": "Preferred collective designation",
                        "kind": "category",
                        "unit_or_values": "Community-supplied name, language, spelling, locality and usage context",
                        "why_it_matters": "Allows accurate naming without assuming one transliteration or historical label is universally preferred."
                    },
                    {
                        "name": "Basis of collective identification",
                        "kind": "category",
                        "unit_or_values": "Community self-description, attributed external description, administrative classification, disputed or unknown",
                        "why_it_matters": "Separates community identification from classifications imposed by researchers or institutions."
                    },
                    {
                        "name": "Community and homeland connections",
                        "kind": "relation",
                        "unit_or_values": "Named community linked to settlements, customary places, seasonal routes or dispersed networks, with dates and disclosure restrictions",
                        "why_it_matters": "Supports consultation and impact assessment without equating a people's homeland with an administrative border."
                    },
                    {
                        "name": "Chukchi language transmission",
                        "kind": "state",
                        "unit_or_values": "Locally evidenced child acquisition, adult use, interrupted transmission, revitalisation activity or unknown; multiple states may coexist",
                        "why_it_matters": "Identifies language support needs without making fluency a condition of Chukchi identity."
                    },
                    {
                        "name": "Livelihood participation",
                        "kind": "category",
                        "unit_or_values": "Locally reported combinations of reindeer herding, marine harvesting, other subsistence activities, wage employment and other livelihoods",
                        "why_it_matters": "Makes livelihood dependencies visible without reducing contemporary Chukchi life to historical occupational categories."
                    },
                    {
                        "name": "Access to customary places",
                        "kind": "state",
                        "unit_or_values": "Community-reported accessible, seasonally constrained, disrupted, disputed or unknown, with cause and observation date",
                        "why_it_matters": "Connects environmental or institutional changes to activities and relationships communities value."
                    },
                    {
                        "name": "Population observation",
                        "kind": "measurement",
                        "unit_or_values": "Persons, with reference year, geography, enumeration method and identification criterion",
                        "why_it_matters": "Prevents ethnic population counts, language-speaker counts and settlement populations from being conflated."
                    },
                    {
                        "name": "Representative mandate",
                        "kind": "relation",
                        "unit_or_values": "Community-to-person-or-organisation mandate specifying topic, constituency, duration and verification",
                        "why_it_matters": "Establishes who can speak or authorise an action for the affected community."
                    }
                ],
                "affordances": [
                    "Resolve Chukchi name variants to this registry entry while preserving the wording and context of the original source.",
                    "Describe differences among Chukchi communities using dated local evidence and explicit limits on generalisation.",
                    "Identify affected communities and verified representatives for a proposed research, land-use or cultural project.",
                    "Compare compatible observations of language transmission, livelihood participation and customary access over time.",
                    "Prepare community-directed language or cultural documentation under recorded permissions.",
                    "Flag unsupported ethnic attribution, outdated ethnographic generalisations and unresolved representation before acting."
                ]
            },
            "sources": [
                {
                    "id": "bogoras-chukchee",
                    "title": "The Chukchee",
                    "url": "",
                    "what_it_supports": "Classic Jesup North Pacific Expedition ethnography establishing the maritime/reindeer split, self-name, subsistence, and social organisation (Waldemar Bogoras; Memoirs of the American Museum of Natural History, 1904-1909)."
                },
                {
                    "id": "britannica-chukchi",
                    "title": "Chukchi",
                    "url": "https://www.britannica.com/topic/Chukchi",
                    "what_it_supports": "Standard reference overview of the people, territory, coastal versus reindeer economies, and relation to neighbouring groups (Encyclopaedia Britannica).",
                    "url_status": "blocked"
                },
                {
                    "id": "rf-82-fz-1999",
                    "title": "Federal Law No. 82-FZ of 30 April 1999 on Guarantees of the Rights of the Indigenous Small-Numbered Peoples of the Russian Federation",
                    "url": "",
                    "what_it_supports": "The principal statute that places the Chukchi on the official list of korennye malochislennye narody and defines associated rights (Federal Assembly of the Russian Federation; published in Rossiyskaya Gazeta)."
                },
                {
                    "id": "rosstat-2010-census",
                    "title": "All-Russian Population Census 2010: national composition and language",
                    "url": "",
                    "what_it_supports": "Enumerated nationality 'чукчи' and mother-tongue figures used for population scale (Federal State Statistics Service, Rosstat)."
                },
                {
                    "id": "unesco-atlas-chukchi",
                    "title": "Atlas of the World's Languages in Danger: Chukchi",
                    "url": "",
                    "what_it_supports": "Classification of Chukchi as a definitely endangered language and the speaker-decline context (UNESCO)."
                },
                {
                    "id": "wikidata-q132143",
                    "title": "Chukchi people (Q132143)",
                    "url": "https://www.wikidata.org/wiki/Q132143",
                    "what_it_supports": "Stable item identifier for the people, with links to the language item and ISO 639-3 code ckt (Wikidata).",
                    "url_status": "live"
                }
            ],
            "structure": {
                "bundles": [
                    {
                        "id": "chukchi-identification",
                        "name": "Chukchi identification and naming",
                        "description": "Records what the registry name denotes and whose terminology supports an identification.",
                        "rationale": "The registry provides no definition, and names alone cannot establish the boundary between a people, a language and a geographic label.",
                        "layers": [
                            {
                                "id": "collective-designations",
                                "name": "Collective designations",
                                "description": "Distinguishes registry wording, local self-designations and historical external labels.",
                                "findings": [
                                    {
                                        "id": "name-context",
                                        "name": "Name and referent context",
                                        "description": "Record each designation with its speaker or source, language, date and intended collective referent.",
                                        "questions": [
                                            {
                                                "text": "Does 'Chukchis' here denote the people collectively, and which names do the relevant Chukchi communities prefer?",
                                                "kind": "definition",
                                                "id": "name-context-q01"
                                            },
                                            {
                                                "text": "Who used each name, when, and did it refer to all Chukchi people or a particular local group?",
                                                "kind": "provenance",
                                                "id": "name-context-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "identification-boundaries",
                                "name": "Identification boundaries",
                                "description": "Separates Chukchi affiliation from residence, language ability and neighbouring affiliations.",
                                "findings": [
                                    {
                                        "id": "attributed-affiliation",
                                        "name": "Attributed collective affiliation",
                                        "description": "Preserve self-description, multiple affiliations and disagreement without deriving ethnicity from proxy characteristics.",
                                        "questions": [
                                            {
                                                "text": "What community-authored or explicitly attributed evidence identifies this collective as Chukchi?",
                                                "kind": "provenance",
                                                "id": "attributed-affiliation-q01"
                                            },
                                            {
                                                "text": "How does the record distinguish Chukchi affiliation from Siberian Yupik, Koryak or general Chukotka residence without overriding mixed identification?",
                                                "kind": "boundary",
                                                "id": "attributed-affiliation-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "homeland-community-connections",
                        "name": "Homeland and community connections",
                        "description": "Records the places and social connections through which particular Chukchi communities sustain collective life.",
                        "rationale": "An administrative location cannot adequately describe customary use, seasonal movement or connections maintained after relocation.",
                        "layers": [
                            {
                                "id": "customary-geographies",
                                "name": "Customary geographies",
                                "description": "Records community-described relationships to tundra, coast, settlements and travel routes.",
                                "findings": [
                                    {
                                        "id": "place-relationships",
                                        "name": "Place relationships and access",
                                        "description": "Separate residence, customary use, cultural significance and asserted rights; record sensitive locations only at authorised precision.",
                                        "questions": [
                                            {
                                                "text": "Which places and routes does this Chukchi community identify as important, and what relationship does it describe for each?",
                                                "kind": "definition",
                                                "id": "place-relationships-q01"
                                            },
                                            {
                                                "text": "What dated evidence shows continuity, restriction or loss of access to those places?",
                                                "kind": "measurement",
                                                "id": "place-relationships-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "settlement-mobility-networks",
                                "name": "Settlement and mobility networks",
                                "description": "Connects present communities with seasonal movement, relocation histories and dispersed members.",
                                "findings": [
                                    {
                                        "id": "community-continuity",
                                        "name": "Community continuity across movement",
                                        "description": "Record how people maintain Chukchi community relationships across changing residence patterns without assuming a single settlement history.",
                                        "questions": [
                                            {
                                                "text": "Which seasonal movements, relocations or dispersed connections are documented for this particular community?",
                                                "kind": "provenance",
                                                "id": "community-continuity-q01"
                                            },
                                            {
                                                "text": "Which population observations use comparable dates, territories and identification criteria?",
                                                "kind": "measurement",
                                                "id": "community-continuity-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "chukchi-language-knowledge",
                        "name": "Chukchi language and knowledge continuity",
                        "description": "Records community language practices and the conditions governing transmission of locally held knowledge.",
                        "rationale": "Language continuity and cultural participation require separate evidence, and access to cultural material does not establish permission to reuse it.",
                        "layers": [
                            {
                                "id": "language-transmission",
                                "name": "Language transmission",
                                "description": "Assesses where, by whom and between which generations Chukchi is used or learned.",
                                "findings": [
                                    {
                                        "id": "local-language-use",
                                        "name": "Local language use and learning",
                                        "description": "Record locally named varieties, speaking and understanding separately, and use in homes, education and community activities.",
                                        "questions": [
                                            {
                                                "text": "Which Chukchi varieties and other languages are used in this community, in which settings and by which generations?",
                                                "kind": "measurement",
                                                "id": "local-language-use-q01"
                                            },
                                            {
                                                "text": "Which language activities do community members prioritise, and who should approve terminology and teaching materials?",
                                                "kind": "action",
                                                "id": "local-language-use-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "knowledge-custodianship",
                                "name": "Knowledge custodianship",
                                "description": "Records responsibilities and permissions surrounding oral accounts, place names and practical or ceremonial knowledge.",
                                "findings": [
                                    {
                                        "id": "knowledge-use-permissions",
                                        "name": "Knowledge-specific use permissions",
                                        "description": "Attach locally determined conditions to recording, translation, publication and machine processing of Chukchi cultural material.",
                                        "questions": [
                                            {
                                                "text": "Who supplied this account, place name or practice description, and what authority do they claim over its sharing?",
                                                "kind": "provenance",
                                                "id": "knowledge-use-permissions-q01"
                                            },
                                            {
                                                "text": "May the agent record, translate, publish or use this material in AI systems, and what restrictions apply to each action?",
                                                "kind": "action",
                                                "id": "knowledge-use-permissions-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "livelihoods-environmental-relations",
                        "name": "Livelihoods and environmental relationships",
                        "description": "Records locally evidenced livelihood combinations and the conditions needed to sustain them.",
                        "rationale": "Coastal and reindeer-herding distinctions inform research questions but cannot determine how every Chukchi community or person lives.",
                        "layers": [
                            {
                                "id": "livelihood-combinations",
                                "name": "Livelihood combinations",
                                "description": "Examines the present relevance of herding, marine harvesting and other work.",
                                "findings": [
                                    {
                                        "id": "community-livelihood-profile",
                                        "name": "Community livelihood profile",
                                        "description": "Distinguish historical descriptions from observed participation, seasonal roles and community-valued food or exchange practices.",
                                        "questions": [
                                            {
                                                "text": "What roles do reindeer herding, marine harvesting, other subsistence activities and paid work currently play in this community?",
                                                "kind": "measurement",
                                                "id": "community-livelihood-profile-q01"
                                            },
                                            {
                                                "text": "Does a coastal or tundra label reflect current self-description, historical classification or an outsider's simplification?",
                                                "kind": "boundary",
                                                "id": "community-livelihood-profile-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "seasonal-access-conditions",
                                "name": "Seasonal access conditions",
                                "description": "Connects locally reported environmental and service conditions to livelihood continuity.",
                                "findings": [
                                    {
                                        "id": "livelihood-disruptions",
                                        "name": "Livelihood dependencies and disruptions",
                                        "description": "Record community observations of pasture, coastal travel, ice, equipment or supply constraints without assuming uniform exposure.",
                                        "questions": [
                                            {
                                                "text": "Which observed changes in pasture conditions, ice, coastal travel or supplies affect this community's activities, and over what period?",
                                                "kind": "measurement",
                                                "id": "livelihood-disruptions-q01"
                                            },
                                            {
                                                "text": "What responses does the community request, and which require separate ecological, operational or legal assessment?",
                                                "kind": "action",
                                                "id": "livelihood-disruptions-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "representation-collective-decisions",
                        "name": "Representation and collective decisions",
                        "description": "Records who can represent affected Chukchi communities and how proposed actions relate to their priorities.",
                        "rationale": "A collective ethnic identity does not establish a single spokesperson, shared preference or authorisation for intervention.",
                        "layers": [
                            {
                                "id": "representative-mandates",
                                "name": "Representative mandates",
                                "description": "Separates community representation, organisational membership and administrative authority.",
                                "findings": [
                                    {
                                        "id": "mandate-verification",
                                        "name": "Mandate scope and verification",
                                        "description": "Record each representative's constituency, topic, duration and means of verification, including unresolved disagreement.",
                                        "questions": [
                                            {
                                                "text": "Who is authorised to represent the affected Chukchi community for this specific proposal, and how was that mandate established?",
                                                "kind": "provenance",
                                                "id": "mandate-verification-q01"
                                            },
                                            {
                                                "text": "Which people, places or decisions fall outside that representative's mandate?",
                                                "kind": "boundary",
                                                "id": "mandate-verification-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "community-priorities-action",
                                "name": "Community priorities and action",
                                "description": "Connects proposed documentation, support or development activities to locally expressed priorities and decisions.",
                                "findings": [
                                    {
                                        "id": "action-readiness",
                                        "name": "Community-defined action readiness",
                                        "description": "Record intended benefits, affected interests, consultation status and explicit authorisation separately from any externally assessed compliance.",
                                        "questions": [
                                            {
                                                "text": "What outcome does the affected community seek, and what evidence would it accept as showing improvement?",
                                                "kind": "measurement",
                                                "id": "action-readiness-q01"
                                            },
                                            {
                                                "text": "What consultation, community authorisation and independently verified permissions are required before this proposed action can proceed?",
                                                "kind": "action",
                                                "id": "action-readiness-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "evidence-and-external-alignment",
                        "name": "Evidence and external alignment",
                        "description": "What the world already says about this thing, gathered so the model can be checked against it.",
                        "rationale": "A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.",
                        "layers": [
                            {
                                "id": "reported-evidence",
                                "name": "Reported evidence",
                                "description": "Findings from the breadth pass, kept separate from the structural claims.",
                                "findings": [
                                    {
                                        "id": "evidence-kinds",
                                        "name": "Kinds and varieties",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            "Coastal (maritime) Chukchi (Anqallyt / Ankalyn): historically settled or semi-settled hunters of whale, walrus and seal on the Bering and Chukchi Sea coasts",
                                            "Reindeer (inland) Chukchi (Chavchu / Chauchu): nomadic tundra pastoralists whose wealth was counted in reindeer",
                                            "Western (Kolyma-ward) versus eastern (Bering Strait) territorial groupings, with dialect and contact differences",
                                            "Settled village and sovkhoz/brigade Chukchi of the Soviet and post-Soviet period",
                                            "Urban Chukchi, especially in Anadyr and other towns, typically Russian-dominant in daily language"
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-kinds-q01",
                                                "text": "Which of these kinds and varieties hold for the sense of Chukchis this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-identifiers",
                                        "name": "Identifiers and schemes",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            {
                                                "scheme": "Wikidata",
                                                "value_or_pattern": "Q132143",
                                                "note": "Item for the Chukchi people, not the Chukotka territory and not the language."
                                            },
                                            {
                                                "scheme": "ISO 639-3",
                                                "value_or_pattern": "ckt",
                                                "note": "Code for the Chukchi language associated with the people; issued by SIL International as ISO 639-3 registration authority."
                                            },
                                            {
                                                "scheme": "Glottolog",
                                                "value_or_pattern": "chuk1273",
                                                "note": "Glottolog languoid for Chukchi (Max Planck Institute for Evolutionary Anthropology)."
                                            },
                                            {
                                                "scheme": "Russian census nationality",
                                                "value_or_pattern": "чукчи",
                                                "note": "Standard ethnonym used in Rosstat census nationality tables."
                                            },
                                            {
                                                "scheme": "RF list of Indigenous small-numbered peoples of the North, Siberia and the Far East (KMNS)",
                                                "value_or_pattern": "чукчи",
                                                "note": "Named people on the Government of the Russian Federation's official KMNS list (population threshold under 50,000)."
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-identifiers-q01",
                                                "text": "Which of these identifiers and schemes hold for the sense of Chukchis this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-standards-and-regulation",
                                        "name": "Standards and regulation",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            "Constitution of the Russian Federation, Article 69 - rights of Indigenous small-numbered peoples (Russian Federation).",
                                            "Federal Law No. 82-FZ of 30 April 1999 on Guarantees of the Rights of the Indigenous Small-Numbered Peoples of the Russian Federation (Federal Assembly of the Russian Federation).",
                                            "Federal Law No. 49-FZ of 7 May 2001 on Territories of Traditional Nature Use of Indigenous Small-Numbered Peoples of the North, Siberia and the Far East (Federal Assembly of the Russian Federation).",
                                            "Government of the Russian Federation decree listing Indigenous small-numbered peoples (KMNS register), in which 'чукчи' is a named people.",
                                            "Charter and regional statutes of Chukotka Autonomous Okrug on Indigenous rights, language and traditional economic activities (Chukotka Autonomous Okrug).",
                                            "Aboriginal subsistence takes of whale, walrus and seal under Russian fisheries law (Rosrybolovstvo), intersecting with International Whaling Commission aboriginal-subsistence categories where gray/bowhead whale hunts are concerned.",
                                            "UN Declaration on the Rights of Indigenous Peoples (UN General Assembly, 2007) - applicable as a political standard; ILO Convention No. 169 has not been ratified by the Russian Federation."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-standards-and-regulation-q01",
                                                "text": "Which of these standards and regulation hold for the sense of Chukchis this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-real-world-use",
                                        "name": "Real-world use",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            "A census and civil-registration nationality in the Russian Federation, and a named KMNS people for land-use, hunting and social-benefit claims.",
                                            "The reference population for Chukchi-language schooling, broadcasting and revitalisation in Chukotka Autonomous Okrug.",
                                            "Holders of traditional coastal hunting brigades and inland reindeer enterprises; marine-mammal products and reindeer meat, hides and transport remain everyday economic facts, not only heritage display.",
                                            "A unit of ethnographic, linguistic and Arctic-governance research, from Bogoras onward, and a stakeholder category in mining, oil and shipping consultations on the Bering Strait and Chukchi Sea coasts.",
                                            "A museum and cultural-heritage subject (clothing, yaranga, throat games, bone and walrus-ivory work) distinct from the administrative region named Chukotka."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-real-world-use-q01",
                                                "text": "Which of these real-world use hold for the sense of Chukchis this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-measurements",
                                        "name": "Typical measurements",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            {
                                                "quantity": "Enumerated Chukchi population in the Russian Federation",
                                                "typical_range": "15000-17000",
                                                "unit": "persons"
                                            },
                                            {
                                                "quantity": "Chukchi-language speakers (mother tongue or regular use, depending on the count)",
                                                "typical_range": "4000-8500",
                                                "unit": "speakers"
                                            },
                                            {
                                                "quantity": "Share of the Chukotka Autonomous Okrug population who are Chukchi",
                                                "typical_range": "about 25-30",
                                                "unit": "percent"
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-measurements-q01",
                                                "text": "Which of these typical measurements hold for the sense of Chukchis this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-failure-modes-and-hazards",
                                        "name": "Failure modes and hazards",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            "Language shift to Russian: Chukchi is classed as definitely endangered; many enumerated Chukchi no longer speak the language daily.",
                                            "Misrecording as 'Russian', as a generic 'Northerner', or as Siberian Yupik in administrative and survey data, which breaks KMNS and language counts.",
                                            "Disruption of reindeer pastoralism (collectivisation, 1990s herd collapse, pasture and fuel constraints) and of marine hunting (sea-ice change, quota and logistics limits).",
                                            "Documented Arctic Indigenous health burdens, including alcohol-related harm and high suicide rates, concentrated in small settlements after sedentarisation.",
                                            "Industrial and shipping pressure on pastures, coasts and marine-mammal habitat in Chukotka.",
                                            "The long-running Russian 'Chukchi joke' stereotype, which is a failure of public identification rather than of the people themselves."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-failure-modes-and-hazards-q01",
                                                "text": "Which of these failure modes and hazards hold for the sense of Chukchis this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-regional-variation",
                                        "name": "Regional variation",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            "The everyday self-name is Luoravetlan (and close spellings); 'Chukchi' / чукчи is the Russian exonym, older English 'Chukchee' still appears in library catalogues.",
                                            "Coastal communities on the Bering and Chukchi seas versus inland tundra herding groups differ in economy, housing and, in places, in Yupik contact and loanwords.",
                                            "The great majority live in Chukotka Autonomous Okrug; smaller enumerated populations occur in Magadan Oblast and the Sakha Republic (Yakutia).",
                                            "Eastern coastal Chukchi historically traded across Bering Strait with Iñupiat; that contact is not ethnic identity and should not be read as a single circumpolar people."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-regional-variation-q01",
                                                "text": "Which of these regional variation hold for the sense of Chukchis this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-neighbours",
                                        "name": "Neighbouring kinds and how to tell them apart",
                                        "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.",
                                        "evidence": [
                                            {
                                                "name": "Siberian Yupik (Yuit; Chaplinski and Naukan)",
                                                "difference": "Eskimo-Aleut languages and self-name Yupigyt versus Chukotko-Kamchatkan Chukchi and self-name Luoravetlan; they may share the same coastal villages, so locality is not a test."
                                            },
                                            {
                                                "name": "Koryaks",
                                                "difference": "A related Chukotko-Kamchatkan people of Kamchatka/Koryakia (self-names Nymylan, Chavchuven), not of Chukotka as the demographic core; language and traditional territory separate them despite a shared reindeer/maritime split."
                                            },
                                            {
                                                "name": "Kereks",
                                                "difference": "A tiny neighbouring Chukotko-Kamchatkan group, largely language-shifted into Chukchi; treated as a separate KMNS people where still enumerated, not as a Chukchi subgroup."
                                            },
                                            {
                                                "name": "Evens (Lamut)",
                                                "difference": "Tungusic reindeer herders of Magadan, Kamchatka and parts of Chukotka; test is language family (Tungusic versus Chukotko-Kamchatkan) and ethnogenesis, not the mere presence of reindeer."
                                            },
                                            {
                                                "name": "Iñupiat of Alaska",
                                                "difference": "Inuit language family across Bering Strait; historical trade partners, not the same people or language."
                                            },
                                            {
                                                "name": "Chukotka (the place) and 'Chukotkans' as residents",
                                                "difference": "Chukotka Autonomous Okrug is a federal subject whose population includes Russians, Ukrainians, Siberian Yupik, Evens and others; residence in Chukotka does not make a person Chukchi."
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-neighbours-q01",
                                                "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of Chukchis this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "openQuestions": [
                "Does vr.tr.chukchis definitively denote the collective people rather than persons of Chukchi affiliation, and does an existing Vercy world model already own this concept?",
                "Which self-designations, spellings and coastal or tundra distinctions do relevant Chukchi communities currently prefer?",
                "What recent community-level evidence supports assessments of language transmission, population and dispersed community connections?",
                "Which locally documented livelihood and access changes are current, and which available descriptions reflect historical ethnography?",
                "Which representatives and knowledge custodians hold current mandates, and what community-specific conditions govern consultation, publication and AI use?"
            ],
            "statistics": {
                "bundles": 6,
                "layers": 11,
                "findings": 18,
                "questions": 28
            }
        },
        "draft": {
            "generator": "vr.draft.v3",
            "status": "draft-generated",
            "researched": false,
            "archetype": "occupation or role",
            "method": "Written from the archetype playbook - what this kind of thing needs beyond identity and provenance - and from the structure that recurred across 6,333 models already researched by two engines. Applied to this entry by rule. No source was read for this thing and no claim here is researched. This entry carries no facets of its own, so they were inferred from its domain - a guess about a whole domain applied to one thing.",
            "facetsInferred": true,
            "nextPass": "A researcher replaces this draft with a sourced specification. Treat every sentence below as a proposal to argue with.",
            "purpose": "Give an agent a durable, checkable way to recognise a Chukchis, record what state it is in, and decide what may be done with it.",
            "whatItIs": "Enable an AI agent to recognise references to the Chukchi people, assess locally evidenced conditions of collective life, and determine appropriate consultation, documentation and support actions.",
            "characteristics": {
                "substance": "social",
                "origin": "natural",
                "agency": "autonomous",
                "mobility": "self-moving"
            },
            "whatYouCanDoWithIt": [
                "observed and measured"
            ],
            "distinguishingFeatures": [
                "Described in 64 Wikipedia languages, which is a measure of how widely the thing is known, not of how important it is."
            ],
            "openQuestionsForResearch": [
                "Which of the bundles below does a real task actually need, and which are ceremony?",
                "What does this thing have that the facets do not capture at all?",
                "Which neighbouring kind is most often confused with a Chukchis, and on what evidence are they told apart?"
            ],
            "whatItIsMadeOf": "a social arrangement between people",
            "physicalCharacter": [
                "Moves under its own power or of its own accord.",
                "Acts on its own behalf.",
                "These come from the domain this entry sits in rather than from the entry itself, so treat them as a first guess about the whole domain applied to one thing."
            ],
            "whatCanBeDoneWithIt": [
                "observe it, measure it, record its state"
            ],
            "howItIsRecognised": [
                "Not recognisable by appearance, and guessing from dress or setting is how an agent gets this wrong. Recognised by qualification, licence or engagement."
            ],
            "relatedModels": [],
            "standing": "Described in 64 Wikipedia languages, which measures how widely it is written about rather than how important or how common it is.",
            "structure": {
                "bundles": [
                    {
                        "id": "identity-and-classification",
                        "name": "Identity, naming and classification",
                        "description": "How an agent tells one Chukchis from another, and a Chukchis from things that resemble it.",
                        "rationale": "Recognition comes before every other claim. Without stable identity nothing else in the model can be trusted to be about the same thing twice.",
                        "layers": [
                            {
                                "id": "naming-and-identifiers",
                                "name": "Names and identifiers",
                                "description": "The names this thing goes by and the identifiers that survive translation and time.",
                                "findings": [
                                    {
                                        "id": "preferred-name-and-aliases",
                                        "name": "Preferred name, aliases and local names",
                                        "description": "Which name to use, which names mean the same thing, and which merely sound similar.",
                                        "questions": [
                                            {
                                                "id": "preferred-name-and-aliases-q01",
                                                "text": "What identifies and describes the name of a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "preferred-name-and-aliases-q02",
                                                "text": "Who or what asserted this about the name of a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "preferred-name-and-aliases-q03",
                                                "text": "What may an agent decide or do once the name of a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    },
                                    {
                                        "id": "stable-identifiers",
                                        "name": "Stable identifiers and external keys",
                                        "description": "Identifiers that keep pointing at this kind of thing across systems and languages.",
                                        "questions": [
                                            {
                                                "id": "stable-identifiers-q01",
                                                "text": "What identifies and describes an identifier for a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "stable-identifiers-q02",
                                                "text": "Who or what asserted this about an identifier for a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "stable-identifiers-q03",
                                                "text": "What may an agent decide or do once an identifier for a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "classification-and-granularity",
                                "name": "Classification and granularity",
                                "description": "Where a Chukchis sits among kinds, and how finely a task needs to cut it.",
                                "findings": [
                                    {
                                        "id": "kind-and-parents",
                                        "name": "Kind, parents and neighbouring kinds",
                                        "description": "The classes this thing belongs to and the ones it is next to.",
                                        "questions": [
                                            {
                                                "id": "kind-and-parents-q01",
                                                "text": "What identifies and describes the kind of a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "kind-and-parents-q02",
                                                "text": "Who or what asserted this about the kind of a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "kind-and-parents-q03",
                                                "text": "What may an agent decide or do once the kind of a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    },
                                    {
                                        "id": "distinguishing-features",
                                        "name": "Distinguishing features",
                                        "description": "What separates a Chukchis from the things most often confused with it.",
                                        "questions": [
                                            {
                                                "id": "distinguishing-features-q01",
                                                "text": "What identifies and describes what distinguishes a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "distinguishing-features-q02",
                                                "text": "Who or what asserted this about what distinguishes a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "distinguishing-features-q03",
                                                "text": "What may an agent decide or do once what distinguishes a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "place-and-movement",
                        "name": "Place and movement",
                        "description": "Where a Chukchis is, how it got there and where it may go (self-moving).",
                        "rationale": "A thing that can move needs its position recorded with a time, or every later claim about it is about a place it has left.",
                        "layers": [
                            {
                                "id": "location-and-placement",
                                "name": "Location and placement",
                                "description": "Position, containment and the reference frame the position is given in.",
                                "findings": [
                                    {
                                        "id": "position-and-frame",
                                        "name": "Position, container and reference frame",
                                        "description": "Where a Chukchis is, and what that position is measured against.",
                                        "questions": [
                                            {
                                                "id": "position-and-frame-q01",
                                                "text": "What identifies and describes the location of a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "position-and-frame-q02",
                                                "text": "Who or what asserted this about the location of a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "position-and-frame-q03",
                                                "text": "What may an agent decide or do once the location of a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "movement-and-transfer",
                                "name": "Movement and transfer",
                                "description": "How a Chukchis moves on its own.",
                                "findings": [
                                    {
                                        "id": "movement-events",
                                        "name": "Movement events and constraints",
                                        "description": "What counts as a movement, what records it and what limits it.",
                                        "questions": [
                                            {
                                                "id": "movement-events-q01",
                                                "text": "What identifies and describes the movement of a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "movement-events-q02",
                                                "text": "Who or what asserted this about the movement of a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "movement-events-q03",
                                                "text": "What may an agent decide or do once the movement of a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "state-and-lifecycle",
                        "name": "State and lifecycle",
                        "description": "The states a Chukchis passes through and the events that move it between them.",
                        "rationale": "Most decisions about a thing depend on what state it is in now, which is a claim with a time on it, not a property.",
                        "layers": [
                            {
                                "id": "lifecycle-stages",
                                "name": "Lifecycle stages",
                                "description": "From coming into existence to ceasing to be one of these.",
                                "findings": [
                                    {
                                        "id": "stages-and-transitions",
                                        "name": "Stages and transitions",
                                        "description": "The stages worth naming and what moves a Chukchis between them.",
                                        "questions": [
                                            {
                                                "id": "stages-and-transitions-q01",
                                                "text": "What identifies and describes the lifecycle of a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "stages-and-transitions-q02",
                                                "text": "Who or what asserted this about the lifecycle of a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "stages-and-transitions-q03",
                                                "text": "What may an agent decide or do once the lifecycle of a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "observations-and-status",
                                "name": "Observations and current status",
                                "description": "What is observed about a Chukchis, how often and by whom.",
                                "findings": [
                                    {
                                        "id": "observation-record",
                                        "name": "Observation record",
                                        "description": "How an observation of a Chukchis is recorded so that it can be superseded rather than overwritten.",
                                        "questions": [
                                            {
                                                "id": "observation-record-q01",
                                                "text": "What identifies and describes an observation of a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "observation-record-q02",
                                                "text": "Who or what asserted this about an observation of a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "observation-record-q03",
                                                "text": "What may an agent decide or do once an observation of a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "people-and-responsibility",
                        "name": "People, roles and responsibility",
                        "description": "Who stands in what relation to a Chukchis.",
                        "rationale": "Social things are defined by the relations people hold to them, and those relations change without the thing changing.",
                        "layers": [
                            {
                                "id": "roles-and-parties",
                                "name": "Roles and parties",
                                "description": "The roles that exist around a Chukchis and who fills them.",
                                "findings": [
                                    {
                                        "id": "role-assignments",
                                        "name": "Role assignments and their validity",
                                        "description": "Who holds which role over a Chukchis, from when, and on whose authority.",
                                        "questions": [
                                            {
                                                "id": "role-assignments-q01",
                                                "text": "What identifies and describes a role over a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "role-assignments-q02",
                                                "text": "Who or what asserted this about a role over a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "role-assignments-q03",
                                                "text": "What may an agent decide or do once a role over a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "ownership-and-accountability",
                                "name": "Ownership and accountability",
                                "description": "Who answers for a Chukchis and who may decide about it.",
                                "findings": [
                                    {
                                        "id": "accountability",
                                        "name": "Accountability and decision rights",
                                        "description": "Where responsibility for a Chukchis sits when something goes wrong.",
                                        "questions": [
                                            {
                                                "id": "accountability-q01",
                                                "text": "What identifies and describes responsibility for a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "accountability-q02",
                                                "text": "Who or what asserted this about responsibility for a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "accountability-q03",
                                                "text": "What may an agent decide or do once responsibility for a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "competence-and-licence",
                        "name": "Competence, qualification and licence",
                        "description": "What someone must be able to do, and be permitted to do, as Chukchis.",
                        "rationale": "The permission is jurisdictional and the competence is not, and conflating them is how an agent concludes someone may practise when they may not.",
                        "layers": [
                            {
                                "id": "competences",
                                "name": "Competences and qualifications",
                                "description": "Skills and credentials the role assumes.",
                                "findings": [
                                    {
                                        "id": "qualification-record",
                                        "name": "Qualifications and how they are evidenced",
                                        "description": "What counts as qualified, and what proves it.",
                                        "questions": [
                                            {
                                                "id": "qualification-record-q01",
                                                "text": "What competences and qualifications does Chukchis require, and how is each evidenced?",
                                                "kind": "definition"
                                            },
                                            {
                                                "id": "qualification-record-q02",
                                                "text": "Which qualifications transfer between jurisdictions and which do not?",
                                                "kind": "boundary"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "licensing",
                                "name": "Licensing and the right to practise",
                                "description": "Who grants permission, where it holds, and when it lapses.",
                                "findings": [
                                    {
                                        "id": "licence-record",
                                        "name": "Licence, issuer and validity",
                                        "description": "The permission, its issuer, its territory and its expiry.",
                                        "questions": [
                                            {
                                                "id": "licence-record-q01",
                                                "text": "Who licenses Chukchis, in which territory, and for how long?",
                                                "kind": "provenance"
                                            },
                                            {
                                                "id": "licence-record-q02",
                                                "text": "What may an unlicensed person not do, and what must an agent refuse to assume?",
                                                "kind": "action"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "tasks-and-accountability",
                        "name": "Tasks, employment and accountability",
                        "description": "What Chukchis actually does and who answers for it.",
                        "rationale": "A role is filled by people under an arrangement, and the arrangement decides liability, supervision and who may instruct whom.",
                        "layers": [
                            {
                                "id": "tasks",
                                "name": "Tasks and typical duties",
                                "description": "The work itself, and how it differs by setting.",
                                "findings": [
                                    {
                                        "id": "duty-record",
                                        "name": "Duties and setting",
                                        "description": "What the role does and where the work varies.",
                                        "questions": [
                                            {
                                                "id": "duty-record-q01",
                                                "text": "What tasks define Chukchis, and how do they differ between settings or seniority?",
                                                "kind": "definition"
                                            },
                                            {
                                                "id": "duty-record-q02",
                                                "text": "Which tasks may only be done by this role, and which are shared with neighbouring roles?",
                                                "kind": "boundary"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "accountability",
                                "name": "Employment and accountability",
                                "description": "The relation under which the work is done and where responsibility sits.",
                                "findings": [
                                    {
                                        "id": "responsibility",
                                        "name": "Responsibility and supervision",
                                        "description": "Who instructs, who supervises, who is liable.",
                                        "questions": [
                                            {
                                                "id": "responsibility-q01",
                                                "text": "Under what arrangement does someone act as Chukchis, and who supervises or is liable?",
                                                "kind": "definition"
                                            },
                                            {
                                                "id": "responsibility-q02",
                                                "text": "When something goes wrong, what does the model need to have recorded to answer who was responsible?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "provenance-and-evidence",
                        "name": "Provenance, evidence and time",
                        "description": "Where every claim about a Chukchis came from and when it held.",
                        "rationale": "A claim without a source and a time cannot be superseded, only overwritten, and an agent that overwrites loses the ability to explain itself.",
                        "layers": [
                            {
                                "id": "source-and-authority",
                                "name": "Source and authority",
                                "description": "Who said it, on what evidence, and how strongly.",
                                "findings": [
                                    {
                                        "id": "claim-provenance",
                                        "name": "Claim provenance and confidence",
                                        "description": "The authority behind each claim about a Chukchis and how confident it is.",
                                        "questions": [
                                            {
                                                "id": "claim-provenance-q01",
                                                "text": "What identifies and describes a claim about a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "claim-provenance-q02",
                                                "text": "Who or what asserted this about a claim about a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "claim-provenance-q03",
                                                "text": "What may an agent decide or do once a claim about a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "time-and-versions",
                                "name": "Time, versions and supersession",
                                "description": "When a claim was true, when it was learnt, and what replaced it.",
                                "findings": [
                                    {
                                        "id": "validity-and-supersession",
                                        "name": "Validity period and supersession",
                                        "description": "How an old claim about a Chukchis is retired without being erased.",
                                        "questions": [
                                            {
                                                "id": "validity-and-supersession-q01",
                                                "text": "What identifies and describes the validity of a claim about a Chukchis, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "validity-and-supersession-q02",
                                                "text": "Who or what asserted this about the validity of a claim about a Chukchis, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "validity-and-supersession-q03",
                                                "text": "What may an agent decide or do once the validity of a claim about a Chukchis is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "statistics": {
                "bundles": 7,
                "layers": 14,
                "findings": 16,
                "questions": 44
            }
        }
    }
}