{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-11T08:48:12Z",
    "providers": [
      "Claude"
    ],
    "breadth": "written by Claude from model knowledge without web access - no source was read, every claim is a lead to verify",
    "pass": 2,
    "wave": 1,
    "engine": "claude",
    "enrichment": {
      "pass": 3,
      "engine": "claude",
      "producedAt": "2026-10-05T16:30:00Z",
      "ingestedAt": "2026-10-05T13:22:53+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-06T19:52:02+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q7850",
    "registryId": "vr.tr.chinese",
    "name": "Chinese",
    "version": "0.2.0-wave.1",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "INF.MED"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q7850/",
  "model": {
    "registry_id": "vr.tr.chinese",
    "name": "Chinese",
    "purpose": "Let an agent handle Chinese by variety, script, romanisation and usage, respecting the distinction between varieties and scripts.",
    "definition": "The Chinese languages, a branch of the Sino-Tibetan family comprising many varieties such as Mandarin, Cantonese (Yue), Wu, Min, Hakka, Xiang and Gan, written mainly with Chinese characters in simplified or traditional forms.",
    "what_it_is_for": "Communication for well over a billion people, and a major language of culture and scholarship.",
    "affordances": [
      "identify the variety and script",
      "romanise with the right system",
      "learn Chinese",
      "translate carefully"
    ],
    "distinguishing_features": [
      "Group of varieties",
      "Shared logographic writing tradition",
      "Tonal",
      "Two main character standards"
    ],
    "appearance": "Chinese characters in simplified or traditional form; spoken varieties with tones.",
    "visual_identification": [
      "Simplified versus traditional characters",
      "Romanisations such as Hanyu Pinyin or Jyutping",
      "Varieties may be mutually unintelligible in speech"
    ],
    "physical_properties": [
      {
        "quantity": "speakers",
        "typical_range": "about 1.3-1.4 billion",
        "unit": "people",
        "note": "all varieties, estimates vary"
      }
    ],
    "families_and_kinds": [
      "Mandarin",
      "Yue (Cantonese)",
      "Wu (such as Shanghainese)",
      "Min (such as Hokkien)",
      "Hakka, Xiang and Gan"
    ],
    "related_models": [
      {
        "relation": "is a kind of",
        "target": "Sino-Tibetan language",
        "why": "category"
      },
      {
        "relation": "is written in",
        "target": "Chinese characters",
        "why": "script"
      },
      {
        "relation": "is romanised by",
        "target": "Hanyu Pinyin and others",
        "why": "systems"
      },
      {
        "relation": "is related to",
        "target": "Japanese and Korean",
        "why": "shared characters (not related languages)"
      }
    ],
    "identifiers": [
      {
        "scheme": "ISO 639-1",
        "value_or_pattern": "zh",
        "note": "macrolanguage"
      },
      {
        "scheme": "ISO 639-3",
        "value_or_pattern": "cmn, yue, wuu and others",
        "note": "varieties"
      }
    ],
    "standards_and_regulation": [
      "National language standards (Putonghua)",
      "Unicode CJK standards",
      "ISO 7098 romanisation"
    ],
    "failure_modes_and_hazards": [
      "Treating all varieties as one spoken language",
      "Mixing simplified and traditional scripts",
      "Wrong romanisation for names"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "Translate, teach and write in Chinese, naming the variety and script.",
        "Explain the differences between varieties such as Mandarin and Cantonese."
      ],
      "must_not": [
        "Treat one variety or script as the only correct Chinese.",
        "Translate legal, medical or safety texts without flagging the need for a qualified translator.",
        "Use language to mock or stereotype speakers."
      ],
      "requires_human": [
        "Certifying a translation for official use."
      ]
    },
    "ethics": {
      "considerations": [
        "The choice of variety and script carries political and cultural weight.",
        "Minority varieties are under pressure."
      ],
      "affected_parties": [
        "Speakers of all varieties",
        "Learners"
      ]
    },
    "owners": {
      "steward": "Nobody: a language held in common by its speakers.",
      "master_systems": []
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q7850: Chinese",
      "url": "https://www.wikidata.org/wiki/Q7850",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Chinese language",
      "url": "https://en.wikipedia.org/wiki/Chinese_language",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "variety",
        "name": "Variety",
        "description": "Which Chinese.",
        "rationale": "Varieties differ.",
        "layers": [
          {
            "id": "spoken",
            "name": "Spoken",
            "description": "Variety.",
            "findings": [
              {
                "id": "spoken-finding",
                "name": "Spoken",
                "description": "Variety.",
                "questions": [
                  {
                    "text": "Which spoken variety is meant?",
                    "kind": "definition"
                  },
                  {
                    "text": "Where is it spoken?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "script",
            "name": "Script",
            "description": "Simplified or traditional.",
            "findings": [
              {
                "id": "script-finding",
                "name": "Script",
                "description": "Script.",
                "questions": [
                  {
                    "text": "Which character standard is expected?",
                    "kind": "definition"
                  },
                  {
                    "text": "For which region?",
                    "kind": "definition"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "romanisation",
        "name": "Romanisation",
        "description": "Latin script.",
        "rationale": "Systems differ.",
        "layers": [
          {
            "id": "system",
            "name": "System",
            "description": "Pinyin, Jyutping.",
            "findings": [
              {
                "id": "system-finding",
                "name": "System",
                "description": "Romanisation system.",
                "questions": [
                  {
                    "text": "Which romanisation system applies?",
                    "kind": "definition"
                  },
                  {
                    "text": "Are tone marks needed?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "names",
            "name": "Names",
            "description": "Personal and place names.",
            "findings": [
              {
                "id": "names-finding",
                "name": "Names",
                "description": "Names.",
                "questions": [
                  {
                    "text": "How does the person or place prefer to be romanised?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Is a historical form used?",
                    "kind": "definition"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "learning",
        "name": "Learning",
        "description": "Learners.",
        "rationale": "Chinese is widely learned.",
        "layers": [
          {
            "id": "levels",
            "name": "Levels",
            "description": "HSK and others.",
            "findings": [
              {
                "id": "levels-finding",
                "name": "Levels",
                "description": "Proficiency.",
                "questions": [
                  {
                    "text": "Which proficiency tests exist?",
                    "kind": "provenance"
                  },
                  {
                    "text": "What level is needed?",
                    "kind": "measurement"
                  }
                ]
              }
            ]
          },
          {
            "id": "resources",
            "name": "Resources",
            "description": "Study.",
            "findings": [
              {
                "id": "resources-finding",
                "name": "Resources",
                "description": "Resources.",
                "questions": [
                  {
                    "text": "Which learning resources suit the learner?",
                    "kind": "action"
                  },
                  {
                    "text": "Which variety do they teach?",
                    "kind": "definition"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "translation",
        "name": "Translation",
        "description": "Care.",
        "rationale": "Translation needs care.",
        "layers": [
          {
            "id": "accuracy",
            "name": "Accuracy",
            "description": "Meaning.",
            "findings": [
              {
                "id": "accuracy-finding",
                "name": "Accuracy",
                "description": "Translation.",
                "questions": [
                  {
                    "text": "Does the translation keep meaning and register?",
                    "kind": "boundary"
                  },
                  {
                    "text": "Are idioms handled?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "neutrality",
            "name": "Neutrality",
            "description": "Naming.",
            "findings": [
              {
                "id": "neutrality-finding",
                "name": "Neutrality",
                "description": "Neutral naming.",
                "questions": [
                  {
                    "text": "Are politically sensitive names handled neutrally?",
                    "kind": "boundary"
                  },
                  {
                    "text": "Are alternatives noted?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should varieties be separate entries?",
    "How should scripts be linked?",
    "How should politically sensitive naming be handled?"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}
