{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-12T08:34:21Z",
    "providers": [
      "Codex"
    ],
    "breadth": "recalled by Codex without web access - no source was read",
    "missingProviders": [],
    "pass": 2,
    "cost": {
      "grok": {
        "seconds": 20.1,
        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\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: 01a094bf-7b41-7ab0-bd81-ceb0689ee9c1\n--------\nuser\nDescribe what is already known about one registered thing. Answer as JSON only, no prose around it.\n\nThing: Chamalal people\nSense to describe: (none recorded)\nDomain code: SOC.PER\nAlso known as: (none)\n\n\nContext for this batch of 1001 things:\n# Batch 043: 1001",
        "usd": 0.0,
        "recall": true
      },
      "codex": {
        "seconds": 89.9,
        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\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: 01a094bf-7b37-7050-8c3b-efabe3311bdf\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: Chamalal people\nRegistry id: vr.tr.chamalal-people\nPlane / domain: SOC / SOC.PER\nRegistry definition: (none recorded)\nNames folded into this entry: ("
      }
    },
    "enrichment": {
      "pass": 3,
      "engine": "claude",
      "producedAt": "2026-10-06T12:00:00Z",
      "ingestedAt": "2026-10-06T08:43:40+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-07T10:10:32+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q723264",
    "registryId": "vr.tr.chamalal-people",
    "name": "Chamalal people",
    "version": "0.1.0-research.1",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "SOC.PER"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q723264/",
  "model": {
    "registry_id": "vr.tr.chamalal-people",
    "name": "Chamalal people",
    "purpose": "Enable an agent to recognise the Chamalal people as a distinct collective, assess evidence about their continuity and circumstances, and support community-directed documentation without conflating ethnicity, language or administrative classification.",
    "definition": "The Chamalal people are an Indigenous ethnic group of the northeastern Caucasus, historically concentrated in mountainous Dagestan and associated with the Chamalal language of the Andic branch of the Northeast Caucasian language family.",
    "scope_statement": "This model owns the collective identity, community relationships, settlement connections and cultural continuity of Chamalal people under vr.tr.chamalal-people in SOC / SOC.PER; it records attributed, dated claims rather than prescribing who qualifies as Chamalal.",
    "in_scope": [
      "Chamalal self-designations, external names and contextual relationships with Avar identification",
      "Historical settlement connections and contemporary community distribution",
      "Population evidence distinguished by ethnic identification, language use and census classification",
      "Community relationships to Chamalal, Avar and Russian language use",
      "Locally documented cultural transmission and authority to represent community interests"
    ],
    "out_of_scope": [
      "Grammar, phonology and dialect classification owned by the Chamalal language model",
      "The Avar people and other neighbouring peoples as independent collectives",
      "Administrative boundaries and physical geography of Dagestan and individual settlements",
      "Personal ethnicity profiles, genealogical databases and inferred membership",
      "Islamic doctrine and individual religious affiliation",
      "Legal powers and internal administration of particular organisations"
    ],
    "distinguishing_features": [
      "The referent must be a people or community, rather than the Chamalal language or everyone who speaks it.",
      "Chamalal identification must remain distinguishable from Avar classification: historical sources report Chamalals being counted as Avars, so an Avar label alone cannot resolve the boundary. [The Red Book: Chamalals](https://arhiiv.eki.ee/books/redbook/chamalals.shtml)",
      "A settlement association provides context, not a membership test; the historical account locates Chamalal communities around the Andi-Koisu river in Dagestan. [The Red Book: Chamalals](https://arhiiv.eki.ee/books/redbook/chamalals.shtml)",
      "Shared language-family relationships, customs or religious practice do not make neighbouring peoples interchangeable with Chamalals.",
      "Collective descriptions must allow variation between localities and generations rather than require every person to exhibit a fixed cultural trait."
    ],
    "characteristics": [
      {
        "name": "Identity designation",
        "kind": "category",
        "unit_or_values": "Recorded name, script, transliteration, self-designation or external designation, context and date",
        "why_it_matters": "Supports name matching without silently treating every historical label as a preferred contemporary name."
      },
      {
        "name": "Relationship to Avar identification",
        "kind": "relation",
        "unit_or_values": "Self-described affiliation, census aggregation, external classification, contested relationship or unknown; source and period required",
        "why_it_matters": "Separates overlapping identification from administrative merging."
      },
      {
        "name": "Community settlement connection",
        "kind": "relation",
        "unit_or_values": "Settlement reference; historical homeland, current residence, seasonal connection or migration destination; dated evidence",
        "why_it_matters": "Distinguishes enduring place connections from present population distribution."
      },
      {
        "name": "Population estimate",
        "kind": "measurement",
        "unit_or_values": "Persons or estimated interval, with reference year, territory, counting method and inclusion criterion",
        "why_it_matters": "Prevents ethnic population totals from being confused with speaker counts or village populations."
      },
      {
        "name": "Community language repertoire",
        "kind": "relation",
        "unit_or_values": "Language, locality, cohort, use domain, reported competence and observation date",
        "why_it_matters": "Supports assessment of transmission without equating multilingualism with loss of identity."
      },
      {
        "name": "Intergenerational transmission",
        "kind": "state",
        "unit_or_values": "Locally evidenced continuity, interruption, renewal, mixed evidence or unknown, assessed separately for each practice",
        "why_it_matters": "Makes cultural continuity assessable without assigning one condition to the entire people."
      },
      {
        "name": "Representative mandate",
        "kind": "relation",
        "unit_or_values": "Named person or organisation, authorising constituency, permitted activity, duration and evidence",
        "why_it_matters": "Establishes whose interests a contributor can represent before an agent acts on their request."
      }
    ],
    "affordances": [
      "Resolve Chamalal name variants while preserving who used each designation and when.",
      "Compare population reports after checking whether they count ethnic identification, speakers or residents.",
      "Map evidenced community settlement and migration connections with dates and uncertainty.",
      "Identify gaps in language and cultural transmission evidence for community consultation.",
      "Prepare documentation or educational material using locally approved terminology and attributed accounts.",
      "Route proposed recording, translation or publication activities to people with a relevant, evidenced mandate."
    ],
    "agent_conduct": {
      "may": [
        "Describe the Chamalal people and language, citing ethnographic and linguistic sources.",
        "Note debates over their recognition as a separate people."
      ],
      "must_not": [
        "Settle classification debates against the community's view.",
        "Stereotype the community.",
        "Treat their language as unimportant because it is small.",
        "Share sacred practices without consent."
      ],
      "requires_human": [
        "Publishing material on recognition or identity disputes."
      ]
    },
    "ethics": {
      "considerations": [
        "Small peoples face pressure on their identity and language.",
        "Census classification affects recognition and rights."
      ],
      "affected_parties": [
        "Chamalal community",
        "Speakers of Chamalal"
      ]
    },
    "owners": {
      "steward": "The Chamalal community.",
      "master_systems": []
    },
    "what_it_is_for": [
      "The Chamalal people are encountered in accounts of the northeastern Caucasus, community history and documentation of the Chamalal language.",
      "The concept supports community-directed cultural documentation and analysis of how ethnic identification, language use and administrative categories relate."
    ],
    "standards_and_regulation": [
      "The International Convention on the Elimination of All Forms of Racial Discrimination, adopted by the United Nations General Assembly, establishes protections against discrimination based on ethnic origin."
    ],
    "failure_modes_and_hazards": [
      "Conflating Chamalal identity with broader administrative categories can erase distinct community histories and misrepresent population evidence.",
      "Inferring ethnicity from appearance, residence or language can misidentify individuals and enable discriminatory treatment.",
      "Publishing identifiable community information without appropriate consent can expose people to unwanted scrutiny or harassment."
    ],
    "facets_not_applicable": {
      "recognition": "Ethnic identity has no reliable visual diagnostic cues and should be represented through self-identification and appropriately sourced community evidence."
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q723264: Chamalal people",
      "url": "https://www.wikidata.org/wiki/Q723264",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Chamalal people",
      "url": "https://en.wikipedia.org/wiki/Chamalal_people",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "chamalal-identity-and-names",
        "name": "Chamalal identity and names",
        "description": "How the collective is named and distinguished within overlapping local and wider affiliations.",
        "rationale": "Name matching and Avar classification can otherwise erase the registered collective or impose an artificial exclusive identity.",
        "layers": [
          {
            "id": "self-and-external-designations",
            "name": "Self and external designations",
            "description": "Separate community usage from names assigned by scholarship or administration.",
            "findings": [
              {
                "id": "attested-chamalal-designations",
                "name": "Attested Chamalal designations",
                "description": "The historical reference records chamalaldu as a self-designation; contemporary spelling, pronunciation and preferred usage require community verification. [The Red Book: Chamalals](https://arhiiv.eki.ee/books/redbook/chamalals.shtml)",
                "questions": [
                  {
                    "text": "Which names do Chamalal contributors use for themselves in each language and locality?",
                    "kind": "definition",
                    "id": "attested-chamalal-designations-q01"
                  },
                  {
                    "text": "Who recorded each designation, when, and with which transliteration convention?",
                    "kind": "provenance",
                    "id": "attested-chamalal-designations-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "chamalal-and-avar-affiliation",
            "name": "Chamalal and Avar affiliation",
            "description": "Record the meaning of affiliations without making them automatically exclusive.",
            "findings": [
              {
                "id": "contextual-affiliation-boundary",
                "name": "Contextual affiliation boundary",
                "description": "Require evidence distinguishing a person's or community's stated affiliation from the category assigned by a census, publication or institution.",
                "questions": [
                  {
                    "text": "In this account, does Avar denote self-identification, wider affiliation or an imposed statistical category?",
                    "kind": "boundary",
                    "id": "contextual-affiliation-boundary-q01"
                  },
                  {
                    "text": "How should an agent preserve simultaneous Chamalal and Avar identification when contributors express both?",
                    "kind": "action",
                    "id": "contextual-affiliation-boundary-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "settlements-and-community-connections",
        "name": "Settlements and community connections",
        "description": "Locate Chamalal community relationships through time without turning geography into an ethnic boundary.",
        "rationale": "A historical village list cannot establish present residence, migration patterns or the identity of every inhabitant.",
        "layers": [
          {
            "id": "historical-settlement-identification",
            "name": "Historical settlement identification",
            "description": "Connect historical place names to verified settlement records.",
            "findings": [
              {
                "id": "village-name-concordance",
                "name": "Village name concordance",
                "description": "Build a dated concordance for settlements reported as Chamalal, distinguishing spelling variants, separate settlements and administrative changes.",
                "questions": [
                  {
                    "text": "Which present settlement records correspond to historical names such as Gaquar and Gigatl?",
                    "kind": "provenance",
                    "id": "village-name-concordance-q01"
                  },
                  {
                    "text": "Does each source describe Chamalal residents, a predominantly Chamalal settlement or a historical association?",
                    "kind": "boundary",
                    "id": "village-name-concordance-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "migration-and-present-connections",
            "name": "Migration and present connections",
            "description": "Assess residence changes and continuing relationships with places of origin.",
            "findings": [
              {
                "id": "dated-community-distribution",
                "name": "Dated community distribution",
                "description": "Record evidenced destinations and connections separately from assumptions that all Chamalals remain in historical settlements.",
                "questions": [
                  {
                    "text": "What dated evidence establishes Chamalal communities outside the historically documented villages?",
                    "kind": "measurement",
                    "id": "dated-community-distribution-q01"
                  },
                  {
                    "text": "Which relationships with origin villages do relocated community members describe as continuing?",
                    "kind": "provenance",
                    "id": "dated-community-distribution-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "population-and-counting-boundaries",
        "name": "Population and counting boundaries",
        "description": "Evaluate what Chamalal population figures actually count.",
        "rationale": "Changes in classification can resemble demographic change even when the underlying population has not changed correspondingly.",
        "layers": [
          {
            "id": "enumeration-criteria",
            "name": "Enumeration criteria",
            "description": "Identify the population boundary used by each estimate.",
            "findings": [
              {
                "id": "counted-population-definition",
                "name": "Counted population definition",
                "description": "Keep self-identified Chamalals, people assigned an ethnic category, Chamalal speakers and settlement residents as distinct measured populations.",
                "questions": [
                  {
                    "text": "What exact response, observation or classification caused a person to be included in this Chamalal count?",
                    "kind": "definition",
                    "id": "counted-population-definition-q01"
                  },
                  {
                    "text": "What year, territory, coverage and uncertainty accompany the reported total?",
                    "kind": "measurement",
                    "id": "counted-population-definition-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "comparison-across-enumerations",
            "name": "Comparison across enumerations",
            "description": "Determine when figures from different sources can support a trend.",
            "findings": [
              {
                "id": "classification-adjusted-comparability",
                "name": "Classification-adjusted comparability",
                "description": "Assess category availability and aggregation before interpreting differences between Chamalal population reports.",
                "questions": [
                  {
                    "text": "Could respondents identify as Chamalal in each enumeration, and how were those responses tabulated?",
                    "kind": "provenance",
                    "id": "classification-adjusted-comparability-q01"
                  },
                  {
                    "text": "Which figures can be compared directly, and which must remain separate because their counting boundaries differ?",
                    "kind": "boundary",
                    "id": "classification-adjusted-comparability-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "language-and-cultural-transmission",
        "name": "Language and cultural transmission",
        "description": "Assess how Chamalal communities sustain language and locally valued practices.",
        "rationale": "The people must remain distinguishable from the language while the model can still assess language's role in community continuity.",
        "layers": [
          {
            "id": "language-use-by-context",
            "name": "Language use by context",
            "description": "Record language use across settings and generations rather than assign a single language to every member.",
            "findings": [
              {
                "id": "chamalal-multilingual-repertoire",
                "name": "Chamalal multilingual repertoire",
                "description": "Investigate the respective roles of Chamalal, Avar and Russian through contemporary local evidence; historical descriptions do not establish current educational practice.",
                "questions": [
                  {
                    "text": "Which languages are used at home, in school and in community activities in each sampled locality and generation?",
                    "kind": "measurement",
                    "id": "chamalal-multilingual-repertoire-q01"
                  },
                  {
                    "text": "How do participants distinguish Chamalal belonging from fluency or literacy in Chamalal?",
                    "kind": "boundary",
                    "id": "chamalal-multilingual-repertoire-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "locally-valued-practices",
            "name": "Locally valued practices",
            "description": "Identify what community members consider important to transmit.",
            "findings": [
              {
                "id": "practice-specific-continuity",
                "name": "Practice-specific continuity",
                "description": "Document named oral, social, religious or livelihood practices with locality and period, distinguishing shared regional practices from claims of Chamalal specificity.",
                "questions": [
                  {
                    "text": "Which practices do contributors identify as important to Chamalal continuity, and who teaches or maintains them?",
                    "kind": "provenance",
                    "id": "practice-specific-continuity-q01"
                  },
                  {
                    "text": "Which community-requested activity would support transmission, and what evidence would show it helped?",
                    "kind": "action",
                    "id": "practice-specific-continuity-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "community-voice-and-documentation",
        "name": "Community voice and documentation",
        "description": "Establish whose accounts and mandates support actions involving Chamalal representation.",
        "rationale": "A source about Chamalals does not automatically speak for them, and a local contributor does not automatically represent every community.",
        "layers": [
          {
            "id": "accounts-and-disagreement",
            "name": "Accounts and disagreement",
            "description": "Preserve differences between historical scholarship and contemporary community accounts.",
            "findings": [
              {
                "id": "attributed-community-interpretations",
                "name": "Attributed community interpretations",
                "description": "Record who advances an account of Chamalal origins, identity or cultural change and retain unresolved alternatives.",
                "questions": [
                  {
                    "text": "Which claims come from Chamalal contributors, archival documents or outside interpretation?",
                    "kind": "provenance",
                    "id": "attributed-community-interpretations-q01"
                  },
                  {
                    "text": "Where do accounts disagree, and what evidence would help assess the disagreement without inventing consensus?",
                    "kind": "boundary",
                    "id": "attributed-community-interpretations-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "mandates-and-reuse",
            "name": "Mandates and reuse",
            "description": "Match proposed documentation activities to the authority and permissions actually provided.",
            "findings": [
              {
                "id": "authorised-chamalal-documentation",
                "name": "Authorised Chamalal documentation",
                "description": "Establish the scope of a contributor's mandate and the agreed terms for recording, translating, attributing and reusing community material.",
                "questions": [
                  {
                    "text": "Who authorised this contributor or organisation to represent which Chamalal constituency for this activity?",
                    "kind": "provenance",
                    "id": "authorised-chamalal-documentation-q01"
                  },
                  {
                    "text": "What recording, translation and publication uses have contributors approved, and how should corrections be handled?",
                    "kind": "action",
                    "id": "authorised-chamalal-documentation-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-confidence-notes",
                "name": "Check these first",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  "This is recalled knowledge, not a researched account.",
                  "Check contemporary population figures against census categories, dates and treatment of self-identification.",
                  "Verify current settlement distribution and language vitality before making quantitative claims."
                ],
                "questions": [
                  {
                    "id": "evidence-confidence-notes-q01",
                    "text": "Which of these check these first hold for the sense of Chamalal people this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-identifiers",
                "name": "Identifiers and schemes",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  {
                    "scheme": "ISO 639-3",
                    "value_or_pattern": "cji",
                    "note": "Identifies the Chamalal language, not the people or an individual's ethnicity."
                  }
                ],
                "questions": [
                  {
                    "id": "evidence-identifiers-q01",
                    "text": "Which of these identifiers and schemes hold for the sense of Chamalal people this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-real-world-use",
                "name": "Real-world use",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  "Ethnographic descriptions of the peoples of Dagestan.",
                  "Documentation and preservation of Chamalal language and oral traditions.",
                  "Population studies distinguishing ethnic identification from language use."
                ],
                "questions": [
                  {
                    "id": "evidence-real-world-use-q01",
                    "text": "Which of these real-world use hold for the sense of Chamalal people this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-failure-modes-and-hazards",
                "name": "Failure modes and hazards",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  "Treating ethnic identity and ability to speak Chamalal as equivalent.",
                  "Reading census totals without checking whether Chamalal respondents were recorded separately or included under Avars.",
                  "Confusing the Chamalal people with the distinct Cham people of Southeast Asia.",
                  "Assuming that shared ethnicity implies uniform language use, religious practice or self-identification."
                ],
                "questions": [
                  {
                    "id": "evidence-failure-modes-and-hazards-q01",
                    "text": "Which of these failure modes and hazards hold for the sense of Chamalal people this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-regional-variation",
                "name": "Regional variation",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  "Traditional settlement is associated particularly with the mountainous Tsumadinsky area of Dagestan; residence outside that homeland should be distinguished from ancestral affiliation."
                ],
                "questions": [
                  {
                    "id": "evidence-regional-variation-q01",
                    "text": "Which of these regional variation hold for the sense of Chamalal people this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              },
              {
                "id": "evidence-neighbours",
                "name": "Neighbouring kinds and how to tell them apart",
                "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                "evidence": [
                  {
                    "name": "Chamalal language",
                    "difference": "A language associated with the group, rather than the ethnic community itself."
                  },
                  {
                    "name": "Avar people",
                    "difference": "A broader neighbouring ethnic population under whose designation Chamalals have sometimes been administratively grouped; Chamalal remains a distinct ethnolinguistic designation."
                  },
                  {
                    "name": "Andi people",
                    "difference": "A distinct ethnic group associated with the Andi language; belonging to the Andic linguistic branch does not make Chamalals ethnically Andi."
                  }
                ],
                "questions": [
                  {
                    "id": "evidence-neighbours-q01",
                    "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of Chamalal people this model covers, and on what evidence?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Which contemporary self-designations, spellings and transliterations are preferred across Chamalal localities and generations?",
    "What current population estimates can distinguish Chamalal self-identification from Avar aggregation and Chamalal language competence?",
    "Which historical settlement names map securely to present places, and where are relocated Chamalal communities currently documented?",
    "How do present language transmission and educational practices vary by locality and generation?",
    "Which community contributors or organisations have evidenced mandates to guide documentation, and where do interpretations of history or cultural continuity remain contested?"
  ],
  "statistics": {
    "bundles": 6,
    "layers": 11,
    "findings": 16,
    "questions": 26
  }
}
