{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
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    "generatedAt": "2026-09-07T09:14:14Z",
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    "pass": 2,
    "cost": {
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        "error": "Error: Internal error: {\n  \"message\": \"API error (status 402 Payment Required): Grok Build usage balance exhausted\",\n  \"http_status\": 402\n}",
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      "codex": {
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        "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: 01a07b24-4dfe-7da0-869c-467b7be15c49\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: hiragana\nRegistry id: vr.tr.hiragana\nPlane / domain: INF / INF.MED\nRegistry definition: (none recorded)\nNames folded into this entry: (none)\n\nA Vercy"
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    },
    "enrichment": {
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      "fields": [
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        "visual_identification"
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      "evidence": [
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  },
  "metaModel": {
    "id": "THING-Q48332",
    "registryId": "vr.tr.hiragana",
    "name": "hiragana",
    "version": "0.1.0-research.1",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "INF.MED"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q48332/",
  "model": {
    "registry_id": "vr.tr.hiragana",
    "name": "hiragana",
    "purpose": "Enable an AI agent to recognise hiragana, assess the identity and usability of its written forms, and choose appropriate reading, annotation, conversion or preservation actions.",
    "definition": "",
    "scope_statement": "This model owns hiragana as a Japanese writing subsystem, including character identity, written sequences, contextual reading, orthographic roles and representation integrity; individual texts supply the contexts in which these are assessed.",
    "in_scope": [
      "Identification of hiragana characters and sequences, including small kana and voiced or semi-voiced forms",
      "Relationships between written hiragana, mora structure and context-dependent readings",
      "Hiragana spelling conventions, grammatical uses and relationships to neighbouring scripts",
      "Distinctions among contemporary, historical and nonstandard forms or usages",
      "Integrity of hiragana across handwritten, printed and digitally encoded representations"
    ],
    "out_of_scope": [
      "Japanese vocabulary, syntax and discourse beyond what is needed to interpret hiragana usage",
      "Kanji identity, meanings and internal character structure",
      "Katakana inventory and usage except where comparison or conversion involves hiragana",
      "Japanese phonetics and speech performance beyond the reading distinctions represented by hiragana",
      "Document authorship, copyright and access permissions",
      "General font engineering, keyboard design and text storage infrastructure"
    ],
    "distinguishing_features": [
      "Determine script identity from the character or interpreted glyph rather than roundness alone: hiragana あ and katakana ア can represent corresponding readings while remaining different script characters.",
      "Distinguish hiragana from kanji by its kana identity and contextual phonographic use; a cursive appearance alone does not establish that a handwritten form is hiragana.",
      "Test small versus full-sized character identity: ゃ and や, or っ and つ, cannot be treated as interchangeable visual variants.",
      "Separate script identity from encoded block membership: a combining voicing mark or shared punctuation may participate in hiragana text without independently identifying that text as hiragana.",
      "Distinguish hiragana spelling from a phonetic transcription: particle uses of は, へ and を require contextual reading rather than a single invariant sound assignment."
    ],
    "characteristics": [
      {
        "name": "Recognition granularity",
        "kind": "category",
        "unit_or_values": "individual character; orthographic unit; text span; inventory or convention",
        "why_it_matters": "Prevents a conclusion about one glyph from being applied automatically to an entire word, passage or writing system."
      },
      {
        "name": "Character and modifier identity",
        "kind": "category",
        "unit_or_values": "identified hiragana character; small or full-sized form; unmarked, dakuten or handakuten form; unresolved identity",
        "why_it_matters": "Size and voicing distinctions can change reading and must survive recognition and transformation."
      },
      {
        "name": "Reading relationship",
        "kind": "relation",
        "unit_or_values": "written unit linked to one or more context-supported readings, with alternatives retained",
        "why_it_matters": "Supports reading assistance without assuming that every character has one context-free pronunciation."
      },
      {
        "name": "Mora count",
        "kind": "measurement",
        "unit_or_values": "morae under a stated interpretation; unresolved when context is insufficient",
        "why_it_matters": "Separates written character count from rhythmic units, including small-kana combinations, small っ and ん."
      },
      {
        "name": "Orthographic function",
        "kind": "category",
        "unit_or_values": "whole-word spelling; particle; okurigana; reading annotation; expressive spelling; other or unresolved",
        "why_it_matters": "The function determines which reading and editing rules apply."
      },
      {
        "name": "Convention alignment",
        "kind": "state",
        "unit_or_values": "conforms to named convention; intentional departure; suspected error; unresolved",
        "why_it_matters": "Separates mistakes from historical spelling, specialist usage and deliberate stylistic choices."
      },
      {
        "name": "Historical or variant relationship",
        "kind": "relation",
        "unit_or_values": "observed form linked to a documented contemporary, historical or variant identification",
        "why_it_matters": "Allows recognition of older material without silently replacing its distinctions with contemporary spelling."
      },
      {
        "name": "Representation integrity",
        "kind": "state",
        "unit_or_values": "verified against source; equivalent encoding variation; ambiguous glyph; suspected recognition error; lossy transformation",
        "why_it_matters": "Determines whether the agent can safely search, copy, normalise or convert the text."
      }
    ],
    "affordances": [
      "Identify hiragana spans and flag uncertain characters, small-kana distinctions or voicing marks for review",
      "Segment hiragana into reading units and propose context-supported readings",
      "Check spelling against an explicitly selected contemporary or historical convention",
      "Convert eligible spans to katakana or romanisation while retaining the original and recording ambiguities",
      "Normalise equivalent digital representations after checking which distinctions the task must preserve",
      "Annotate grammatical roles, reading relationships and uncertain historical forms without rewriting the source"
    ],
    "agent_conduct": {
      "may": [
        "Read, transcribe and convert hiragana text, stating the romanization system used.",
        "Add readings to kanji in hiragana to help learners when asked."
      ],
      "must_not": [
        "Convert hiragana to kanji or katakana where the author chose hiragana on purpose.",
        "Present a machine reading of a name in hiragana as its certain pronunciation.",
        "Replace historical kana spellings in old texts without saying so."
      ],
      "requires_human": [
        "Publishing a transliteration of a person's name for official documents."
      ]
    },
    "ethics": {
      "considerations": [
        "Script choices carry meaning, tone and identity in Japanese writing."
      ],
      "affected_parties": [
        "Readers and writers of Japanese",
        "Learners",
        "People named in texts"
      ]
    },
    "owners": {
      "steward": "Nobody owns it; it belongs to the Japanese language and its users.",
      "master_systems": []
    },
    "visual_identification": [
      "Rounded, cursive characters, each usually standing for a syllable.",
      "Mixed with angular katakana and complex kanji in ordinary Japanese text.",
      "Often appears as grammatical endings and particles after kanji."
    ],
    "failure_modes_and_hazards": [
      "Encoding errors turn text into unreadable characters.",
      "Wrong readings of names in records cause identity mismatches."
    ],
    "standards_and_regulation": [
      "The Unicode Standard, Hiragana block, Unicode Consortium."
    ],
    "what_it_is_for": [
      "Hiragana is used in Japanese writing for grammatical endings, particles and words written without kanji.",
      "It also appears in reading aids, language teaching and pronunciation annotations alongside kanji.",
      "Agents encounter it when reading, transcribing, searching or converting Japanese text."
    ]
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q48332: hiragana",
      "url": "https://www.wikidata.org/wiki/Q48332",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Hiragana",
      "url": "https://en.wikipedia.org/wiki/Hiragana",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "hiragana-character-identity",
        "name": "Hiragana character identity",
        "description": "Establishes which hiragana characters are present and which visible marks participate in their identity.",
        "rationale": "An agent must distinguish character identity from glyph appearance before reading or editing hiragana.",
        "layers": [
          {
            "id": "script-membership",
            "name": "Script membership",
            "description": "Identifies hiragana within mixed Japanese text and ambiguous visual material.",
            "findings": [
              {
                "id": "hiragana-identification-basis",
                "name": "Hiragana identification basis",
                "description": "Record the evidence for identifying a character or span as hiragana, preserving alternatives when the source is unclear.",
                "questions": [
                  {
                    "text": "Which characters are identifiable as hiragana, and which marks are shared with other Japanese scripts?",
                    "kind": "definition",
                    "id": "hiragana-identification-basis-q01"
                  },
                  {
                    "text": "Does identification come from encoded text, a visible glyph or an interpretation of handwriting?",
                    "kind": "provenance",
                    "id": "hiragana-identification-basis-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "size-and-voicing-distinctions",
            "name": "Size and voicing distinctions",
            "description": "Tracks small kana and voicing distinctions that affect interpretation.",
            "findings": [
              {
                "id": "contrastive-kana-features",
                "name": "Contrastive kana features",
                "description": "Record whether size and dakuten or handakuten belong to the intended character rather than resulting from rendering or recognition noise.",
                "questions": [
                  {
                    "text": "Is the observed kana small or full-sized, and is that distinction supported by the source?",
                    "kind": "definition",
                    "id": "contrastive-kana-features-q01"
                  },
                  {
                    "text": "Is a voicing mark present, absent or ambiguous, and would changing it alter the intended reading?",
                    "kind": "boundary",
                    "id": "contrastive-kana-features-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "hiragana-reading-units",
        "name": "Hiragana reading units",
        "description": "Relates hiragana sequences to mora structure and context-sensitive readings.",
        "rationale": "Character-by-character substitution cannot reliably describe how hiragana sequences are read.",
        "layers": [
          {
            "id": "mora-segmentation",
            "name": "Mora segmentation",
            "description": "Distinguishes character boundaries from the units relevant to reading and mora counting.",
            "findings": [
              {
                "id": "sequence-to-mora-analysis",
                "name": "Sequence-to-mora analysis",
                "description": "Record how combinations such as きゃ, small っ and ん contribute to the sequence's interpreted mora structure.",
                "questions": [
                  {
                    "text": "Which characters form a combined reading unit, and which contribute a separate mora?",
                    "kind": "definition",
                    "id": "sequence-to-mora-analysis-q01"
                  },
                  {
                    "text": "How many morae does the sequence have under the selected reading, and where is the analysis uncertain?",
                    "kind": "measurement",
                    "id": "sequence-to-mora-analysis-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "contextual-reading",
            "name": "Contextual reading",
            "description": "Captures readings that depend on grammatical or lexical context.",
            "findings": [
              {
                "id": "spelling-reading-correspondence",
                "name": "Spelling-reading correspondence",
                "description": "Record the contextual interpretation of particle spellings and vowel sequences rather than treating spelling as a complete phonetic transcription.",
                "questions": [
                  {
                    "text": "Are は, へ or を functioning as particles here, and what reading does that support?",
                    "kind": "definition",
                    "id": "spelling-reading-correspondence-q01"
                  },
                  {
                    "text": "What lexical or grammatical evidence supports interpreting a vowel sequence as a long vowel or as separate vowels?",
                    "kind": "provenance",
                    "id": "spelling-reading-correspondence-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "hiragana-orthographic-role",
        "name": "Hiragana orthographic role",
        "description": "Explains what hiragana is doing within the surrounding Japanese writing.",
        "rationale": "Appropriate interpretation and editing depend on whether hiragana spells a word, marks grammar or annotates another expression.",
        "layers": [
          {
            "id": "word-and-grammar-functions",
            "name": "Word and grammar functions",
            "description": "Identifies whole-word spelling, particles and kana attached to kanji.",
            "findings": [
              {
                "id": "hiragana-functional-span",
                "name": "Hiragana functional span",
                "description": "Record the role and extent of each relevant hiragana span, including its attachment to neighbouring kanji when used as okurigana.",
                "questions": [
                  {
                    "text": "Does this span spell an entire word, function as a particle or supply okurigana?",
                    "kind": "definition",
                    "id": "hiragana-functional-span-q01"
                  },
                  {
                    "text": "Which surrounding word or kanji does the span belong to, and where does that relationship end?",
                    "kind": "boundary",
                    "id": "hiragana-functional-span-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "reading-annotation-and-script-choice",
            "name": "Reading annotation and script choice",
            "description": "Distinguishes reading annotations from body text and records evidence for deliberate hiragana spelling.",
            "findings": [
              {
                "id": "annotation-target-and-writing-choice",
                "name": "Annotation target and writing choice",
                "description": "Record whether hiragana annotates another expression or is the expression's chosen spelling, without inferring authorial intent from script alone.",
                "questions": [
                  {
                    "text": "Is this hiragana a reading annotation, and which exact base-text span does it annotate?",
                    "kind": "boundary",
                    "id": "annotation-target-and-writing-choice-q01"
                  },
                  {
                    "text": "What evidence, if any, establishes that hiragana was deliberately selected in place of a kanji or katakana spelling?",
                    "kind": "provenance",
                    "id": "annotation-target-and-writing-choice-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "hiragana-conventions-and-history",
        "name": "Hiragana conventions and history",
        "description": "Assesses spelling and character forms against the conventions relevant to their context.",
        "rationale": "An agent must distinguish errors from historical, specialist and intentional uses before proposing correction.",
        "layers": [
          {
            "id": "applicable-spelling-convention",
            "name": "Applicable spelling convention",
            "description": "Names the orthographic reference used to evaluate the text.",
            "findings": [
              {
                "id": "convention-relative-assessment",
                "name": "Convention-relative assessment",
                "description": "Record the applicable spelling convention and classify departures only when there is enough contextual evidence.",
                "questions": [
                  {
                    "text": "Which documented convention governs this text, including relevant treatment of じ versus ぢ and ず versus づ?",
                    "kind": "provenance",
                    "id": "convention-relative-assessment-q01"
                  },
                  {
                    "text": "Does a departure warrant correction, preservation as intentional usage or an unresolved annotation?",
                    "kind": "action",
                    "id": "convention-relative-assessment-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "historical-and-variant-forms",
            "name": "Historical and variant forms",
            "description": "Handles older spellings and forms without assuming contemporary equivalence.",
            "findings": [
              {
                "id": "historical-form-interpretation",
                "name": "Historical form interpretation",
                "description": "Record source-supported identification of forms such as ゐ and ゑ, and assess how hentaigana or other historical variants relate to this model's scope.",
                "questions": [
                  {
                    "text": "Which dated source or specialist reference supports the identification and interpretation of this historical form?",
                    "kind": "provenance",
                    "id": "historical-form-interpretation-q01"
                  },
                  {
                    "text": "Would a contemporary transcription discard a spelling or form distinction that the task requires preserving?",
                    "kind": "boundary",
                    "id": "historical-form-interpretation-q02"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "hiragana-representation-and-transformation",
        "name": "Hiragana representation and transformation",
        "description": "Assesses digital and visual fidelity and constrains transformations of hiragana text.",
        "rationale": "Normalisation, OCR and script conversion can preserve appearance while changing identity, reading or recoverability.",
        "layers": [
          {
            "id": "encoding-and-source-fidelity",
            "name": "Encoding and source fidelity",
            "description": "Checks correspondence among source glyphs, recognised characters and encoded sequences.",
            "findings": [
              {
                "id": "kana-representation-equivalence",
                "name": "Kana representation equivalence",
                "description": "Record whether differences reflect equivalent encodings, distinct characters or errors, especially around combining voicing marks and small kana.",
                "questions": [
                  {
                    "text": "Do differing encodings represent the same intended kana, or do they preserve a meaningful character distinction?",
                    "kind": "boundary",
                    "id": "kana-representation-equivalence-q01"
                  },
                  {
                    "text": "Which source comparison verifies that OCR or transcription retained small kana and voicing marks correctly?",
                    "kind": "provenance",
                    "id": "kana-representation-equivalence-q02"
                  }
                ]
              }
            ]
          },
          {
            "id": "controlled-kana-conversion",
            "name": "Controlled kana conversion",
            "description": "Defines task-appropriate normalisation, katakana conversion and romanisation.",
            "findings": [
              {
                "id": "transformation-contract",
                "name": "Transformation contract",
                "description": "Record the conversion's purpose, convention, contextual dependencies and recoverability before changing hiragana.",
                "questions": [
                  {
                    "text": "Should the transformation preserve written spelling or represent contextual reading, and which conversion convention applies?",
                    "kind": "action",
                    "id": "transformation-contract-q01"
                  },
                  {
                    "text": "Which distinctions or ambiguities would be lost, and what original text or annotation must accompany the result?",
                    "kind": "boundary",
                    "id": "transformation-contract-q02"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Does the registry intend hiragana to include hentaigana and other historical forms directly, or should this model link to separately owned historical-script models?",
    "Which authoritative orthographic references and editions should govern contemporary spelling, historical spelling and okurigana assessment?",
    "Which specialist small-kana usages, dialect spellings and expressive spellings require explicit coverage rather than an unresolved-use category?",
    "Which shared marks, including iteration and prolonged-sound marks where encountered, should this model interpret directly and which should belong to a neighbouring Japanese writing model?",
    "Which romanisation and modernisation conventions should be supported, and what evidence is required before resolving an ambiguous reading during conversion?"
  ],
  "statistics": {
    "bundles": 5,
    "layers": 10,
    "findings": 10,
    "questions": 20
  }
}
