{ "format": "viano-token-usage-report", "format_version": 1, "recorded_date": "2026-10-20", "run": "bug20-contract-v2-20261020", "code_commit": "3a82a37ee688be35ba636f8659d0ba14fb27351e", "case_id": "BUG-000020", "package_id": "trial-contract-v2-BUG-000020-20261020", "package_generation": 77, "analysis_revision": 1, "state": "INVESTIGATING_HYPOTHESES", "routing": { "destination": "cases", "reason": null, "retry_count": 0, "retry_not_before": null }, "source_manifest_sha256": "5bae0f64a5452493edb67a79aea2f7b938e62ff748535c9fdb1911b8af482fdb", "configuration_sha256": { "config\\llm.early-review.local.toml": "ff3296f9a902e4e67861929e584d3629d76edd0d77898c3817ae7f44f50d7ef0", "config\\project.local.toml": "235016a23be2d8aa7aed7f450fd77792ccbf0fb9b24c05b65d4771782249f5e3", "config\\investigation.bounded.toml": "b3693a0eab479b67af1049dd0725e8d8e18b30d70eea176fa6c30a7bba723cf9" }, "pricing_snapshot": [ { "id": "gemini-native", "model": "gemini-3.8-flash", "cost_currency": "USD", "input_cost_per_million": 0.75, "cached_input_cost_per_million": 0.075, "output_cost_per_million": 3.75, "cache_storage_cost_per_million_hour": 0.5 } ], "pricing_source": "Same configured USD rates as preceding report; not newly fetched market prices. Snapshot 2026-10-20.", "account_eur": { "start": 12.83, "final": null, "settlement": "pending" }, "scope": "12 dispatches; three startup hypotheses and joint review completed, three normal H1 queries; checkpoint response rejected for missing uncertainties, retry pending. Not a completed analysis.", "notes": [ "Output includes reasoning; do not add twice.", "First regular calls retained in cleaned totals even if rejected. Only second H2 startup is correction overhead so far. No checkpoint correction has executed yet.", "Missing cached values remain unknown; conservative estimate treats unknown input as uncached, lower bound as cached. Cache storage separate; USD estimate is not EUR billing.", "Wire counts reconstruct configured stable-cache transport from retained requests, not token estimates.", "No paid API requests made for evaluation." ], "totals_all": { "call_count": 12, "usage": { "input_tokens": { "known_sum": 87349, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 16566, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 10045, "unknown_call_count": 2 }, "cached_input_tokens": { "known_sum": 16005, "unknown_call_count": 4 } }, "api_elapsed_seconds_sum": 143.10700000000003, "conservative_generation_estimate_usd": 0.11683087499999999, "generation_lower_bound_usd": 0.073790175, "estimated_cache_storage_usd": 0.00023658333333333333 }, "totals_cleaned": { "call_count": 11, "usage": { "input_tokens": { "known_sum": 84081, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 15834, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 9425, "unknown_call_count": 2 }, "cached_input_tokens": { "known_sum": 13970, "unknown_call_count": 4 } }, "api_elapsed_seconds_sum": 135.82600000000002, "conservative_generation_estimate_usd": 0.11300849999999998, "generation_lower_bound_usd": 0.0699678, "estimated_cache_storage_usd": 0.00023658333333333333 }, "totals_correction_overhead": { "call_count": 1, "usage": { "input_tokens": { "known_sum": 3268, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 732, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 620, "unknown_call_count": 0 }, "cached_input_tokens": { "known_sum": 2035, "unknown_call_count": 0 } }, "api_elapsed_seconds_sum": 7.281, "conservative_generation_estimate_usd": 0.003822375, "generation_lower_bound_usd": 0.003822375, "estimated_cache_storage_usd": 0 }, "phases": { "entity_resolution_plan_v4": { "all": { "call_count": 1, "usage": { "input_tokens": { "known_sum": 21008, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 194, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 0, "unknown_call_count": 1 }, "cached_input_tokens": { "known_sum": 0, "unknown_call_count": 1 } }, "api_elapsed_seconds_sum": 3.703, "conservative_generation_estimate_usd": 0.0164835, "generation_lower_bound_usd": 0.0023030999999999998, "estimated_cache_storage_usd": 0 }, "cleaned": { "call_count": 1, "usage": { "input_tokens": { "known_sum": 21008, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 194, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 0, "unknown_call_count": 1 }, "cached_input_tokens": { "known_sum": 0, "unknown_call_count": 1 } }, "api_elapsed_seconds_sum": 3.703, "conservative_generation_estimate_usd": 0.0164835, "generation_lower_bound_usd": 0.0023030999999999998, "estimated_cache_storage_usd": 0 } }, "entity_resolution_assessment_v4": { "all": { "call_count": 1, "usage": { "input_tokens": { "known_sum": 25795, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 526, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 0, "unknown_call_count": 1 }, "cached_input_tokens": { "known_sum": 0, "unknown_call_count": 1 } }, "api_elapsed_seconds_sum": 6.782, "conservative_generation_estimate_usd": 0.02131875, "generation_lower_bound_usd": 0.003907125, "estimated_cache_storage_usd": 0 }, "cleaned": { "call_count": 1, "usage": { "input_tokens": { "known_sum": 25795, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 526, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 0, "unknown_call_count": 1 }, "cached_input_tokens": { "known_sum": 0, "unknown_call_count": 1 } }, "api_elapsed_seconds_sum": 6.782, "conservative_generation_estimate_usd": 0.02131875, "generation_lower_bound_usd": 0.003907125, "estimated_cache_storage_usd": 0 } }, "case_plan_v2": { "all": { "call_count": 1, "usage": { "input_tokens": { "known_sum": 13944, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 6216, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 2300, "unknown_call_count": 0 }, "cached_input_tokens": { "known_sum": 0, "unknown_call_count": 1 } }, "api_elapsed_seconds_sum": 42.015, "conservative_generation_estimate_usd": 0.033768, "generation_lower_bound_usd": 0.0243558, "estimated_cache_storage_usd": 0 }, "cleaned": { "call_count": 1, "usage": { "input_tokens": { "known_sum": 13944, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 6216, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 2300, "unknown_call_count": 0 }, "cached_input_tokens": { "known_sum": 0, "unknown_call_count": 1 } }, "api_elapsed_seconds_sum": 42.015, "conservative_generation_estimate_usd": 0.033768, "generation_lower_bound_usd": 0.0243558, "estimated_cache_storage_usd": 0 } }, "investigation_startup_v1": { "all": { "call_count": 4, "usage": { "input_tokens": { "known_sum": 12388, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 2477, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 2117, "unknown_call_count": 0 }, "cached_input_tokens": { "known_sum": 8140, "unknown_call_count": 0 } }, "api_elapsed_seconds_sum": 26.139, "conservative_generation_estimate_usd": 0.01308525, "generation_lower_bound_usd": 0.01308525, "estimated_cache_storage_usd": 8.479166666666666e-05 }, "cleaned": { "call_count": 3, "usage": { "input_tokens": { "known_sum": 9120, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 1745, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 1497, "unknown_call_count": 0 }, "cached_input_tokens": { "known_sum": 6105, "unknown_call_count": 0 } }, "api_elapsed_seconds_sum": 18.858, "conservative_generation_estimate_usd": 0.009262875, "generation_lower_bound_usd": 0.009262875, "estimated_cache_storage_usd": 8.479166666666666e-05 } }, "investigation_startup_review_v1": { "all": { "call_count": 1, "usage": { "input_tokens": { "known_sum": 3017, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 2650, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 1985, "unknown_call_count": 0 }, "cached_input_tokens": { "known_sum": 0, "unknown_call_count": 1 } }, "api_elapsed_seconds_sum": 22.219, "conservative_generation_estimate_usd": 0.01220025, "generation_lower_bound_usd": 0.010163775, "estimated_cache_storage_usd": 0 }, "cleaned": { "call_count": 1, "usage": { "input_tokens": { "known_sum": 3017, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 2650, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 1985, "unknown_call_count": 0 }, "cached_input_tokens": { "known_sum": 0, "unknown_call_count": 1 } }, "api_elapsed_seconds_sum": 22.219, "conservative_generation_estimate_usd": 0.01220025, "generation_lower_bound_usd": 0.010163775, "estimated_cache_storage_usd": 0 } }, "investigation_project_v20": { "all": { "call_count": 4, "usage": { "input_tokens": { "known_sum": 11197, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 4503, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 3643, "unknown_call_count": 0 }, "cached_input_tokens": { "known_sum": 7865, "unknown_call_count": 0 } }, "api_elapsed_seconds_sum": 42.248999999999995, "conservative_generation_estimate_usd": 0.019975125, "generation_lower_bound_usd": 0.019975125, "estimated_cache_storage_usd": 0.00015179166666666667 }, "cleaned": { "call_count": 4, "usage": { "input_tokens": { "known_sum": 11197, "unknown_call_count": 0 }, "output_tokens_including_reasoning": { "known_sum": 4503, "unknown_call_count": 0 }, "reasoning_tokens": { "known_sum": 3643, "unknown_call_count": 0 }, "cached_input_tokens": { "known_sum": 7865, "unknown_call_count": 0 } }, "api_elapsed_seconds_sum": 42.248999999999995, "conservative_generation_estimate_usd": 0.019975125, "generation_lower_bound_usd": 0.019975125, "estimated_cache_storage_usd": 0.00015179166666666667 } } }, "calls": [ { "ref": "llm/operations/6c0a36f93bea41b87241a30769bd92bb6dc387869b46d3a013ec595cfc7e9548/round-0001.json", "prompt_version": "entity_resolution_plan_v4", "task": "entity_resolution_plan", "hypothesis": null, "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "993e4d9865e4e44ce59f3d6753713cac5fb009c217a14827b9a935c24be9a280", "correction": false, "gateway_status": "SUCCESS", "controller_rejection": null, "code": null, "input_tokens": 21008, "output_tokens_including_reasoning": 194, "reasoning_tokens": null, "cached_input_tokens": null, "cache_status": "below_minimum", "api_elapsed_seconds": 3.703, "logical_wire_characters": null, "estimated_generation_usd_conservative": 0.0164835, "estimated_generation_usd_lower_bound": 0.0023030999999999998, "estimated_cache_storage_usd": 0.0, "normalization_rules": [] }, { "ref": "llm/operations/88adb8b462df2c473b421f617b086dd65351532f28e81a7a1052e1f24da87dea/round-0001.json", "prompt_version": "entity_resolution_assessment_v4", "task": "entity_resolution_assessment", "hypothesis": null, "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "dc7bcd2f719f6b0c0e104e21868d74809c4aaaad9fc43a40b92b03d886e1706c", "correction": false, "gateway_status": "SUCCESS", "controller_rejection": null, "code": null, "input_tokens": 25795, "output_tokens_including_reasoning": 526, "reasoning_tokens": null, "cached_input_tokens": null, "cache_status": "below_minimum", "api_elapsed_seconds": 6.782, "logical_wire_characters": null, "estimated_generation_usd_conservative": 0.02131875, "estimated_generation_usd_lower_bound": 0.003907125, "estimated_cache_storage_usd": 0.0, "normalization_rules": [] }, { "ref": "llm/operations/572afccbd4034d9c5485045cb4bb28b61fdd40e48dc8a3fab67cfc17e997cd65/round-0001.json", "prompt_version": "case_plan_v2", "task": "interpret_and_propose", "hypothesis": null, "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "90d3e9354a928239039bc3cb3b4c0aad9e21a03c7e30e2c9fac37db66f25327f", "correction": false, "gateway_status": "SUCCESS", "controller_rejection": null, "code": null, "input_tokens": 13944, "output_tokens_including_reasoning": 6216, "reasoning_tokens": 2300, "cached_input_tokens": null, "cache_status": "below_minimum", "api_elapsed_seconds": 42.015, "logical_wire_characters": null, "estimated_generation_usd_conservative": 0.033768, "estimated_generation_usd_lower_bound": 0.0243558, "estimated_cache_storage_usd": 0.0, "normalization_rules": [] }, { "ref": "llm/operations/ca6cdff81de3cbae0492c26802daa287b11bf4fabefad477a9b64f1b6db30112/round-0001.json", "prompt_version": "investigation_startup_v1", "task": "startup_choose_query", "hypothesis": "H1", "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "4430ab1441295f8310c7f4d7f3db6679d1428d3ae2d659b12a88ee40d798f018", "correction": false, "gateway_status": "SUCCESS", "controller_rejection": null, "code": null, "input_tokens": 2309, "output_tokens_including_reasoning": 254, "reasoning_tokens": 178, "cached_input_tokens": 2035, "cache_status": "created", "api_elapsed_seconds": 5.109, "logical_wire_characters": 8501, "estimated_generation_usd_conservative": 0.001310625, "estimated_generation_usd_lower_bound": 0.001310625, "estimated_cache_storage_usd": 8.479166666666666e-05, "normalization_rules": [] }, { "ref": "llm/operations/54ef9b495e10fe49a2ffad5909c89efdbfe7ef7645b601865d12e5223b0651bc/round-0001.json", "prompt_version": "investigation_startup_v1", "task": "startup_choose_query", "hypothesis": "H2", "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "cbbefac0dbbeddacba3f779db8566e7b46f94014938cdab32c7d199fa17908c5", "correction": false, "gateway_status": "SUCCESS", "controller_rejection": "PROJECT_DATABASE_COLUMN_UNKNOWN", "code": null, "input_tokens": 3255, "output_tokens_including_reasoning": 890, "reasoning_tokens": 779, "cached_input_tokens": 2035, "cache_status": "reused", "api_elapsed_seconds": 7.234, "logical_wire_characters": 11638, "estimated_generation_usd_conservative": 0.004405125, "estimated_generation_usd_lower_bound": 0.004405125, "estimated_cache_storage_usd": 0.0, "normalization_rules": [] }, { "ref": "llm/operations/9d66012b57395476a4f69c72ffd0b6725da911ede849fc652d48568b73d28480/round-0001.json", "prompt_version": "investigation_startup_v1", "task": "startup_choose_query", "hypothesis": "H2", "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "9999501f1cb30251053a33f9c1938361c27ff980458c5bb94f993e43bfd8a97f", "correction": true, "gateway_status": "SUCCESS", "controller_rejection": null, "code": null, "input_tokens": 3268, "output_tokens_including_reasoning": 732, "reasoning_tokens": 620, "cached_input_tokens": 2035, "cache_status": "reused", "api_elapsed_seconds": 7.281, "logical_wire_characters": 11693, "estimated_generation_usd_conservative": 0.003822375, "estimated_generation_usd_lower_bound": 0.003822375, "estimated_cache_storage_usd": 0.0, "normalization_rules": [] }, { "ref": "llm/operations/71fd77c20b2af9bb2d842927c7a39cc8e1cf3e15541f387a26054fdb1047b6e4/round-0001.json", "prompt_version": "investigation_startup_v1", "task": "startup_choose_query", "hypothesis": "H3", "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "6b950849ec02eccfaaf16daa464a17454104532e38b6a4e77c343585f189adbf", "correction": false, "gateway_status": "SUCCESS", "controller_rejection": null, "code": null, "input_tokens": 3556, "output_tokens_including_reasoning": 601, "reasoning_tokens": 540, "cached_input_tokens": 2035, "cache_status": "reused", "api_elapsed_seconds": 6.515, "logical_wire_characters": 12605, "estimated_generation_usd_conservative": 0.003547125, "estimated_generation_usd_lower_bound": 0.003547125, "estimated_cache_storage_usd": 0.0, "normalization_rules": [] }, { "ref": "llm/operations/0270771b422d04af95c20c38558476ded170af96569985af436406482d8d043a/round-0001.json", "prompt_version": "investigation_startup_review_v1", "task": "review_initial_hypotheses", "hypothesis": null, "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "f6aba1d7fb8441d8e92b02164d2d3be522f756f43869b8ca8a9b83a37ce51a8d", "correction": false, "gateway_status": "SUCCESS", "controller_rejection": null, "code": null, "input_tokens": 3017, "output_tokens_including_reasoning": 2650, "reasoning_tokens": 1985, "cached_input_tokens": null, "cache_status": "fallback", "api_elapsed_seconds": 22.219, "logical_wire_characters": 11012, "estimated_generation_usd_conservative": 0.01220025, "estimated_generation_usd_lower_bound": 0.010163775, "estimated_cache_storage_usd": null, "normalization_rules": [] }, { "ref": "llm/operations/c619a7901de5674f54e8371759fba596a7746f67d62499b198780813912e5c31/round-0001.json", "prompt_version": "investigation_project_v20", "task": "investigate_one_step", "hypothesis": "H1", "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "8aab768fb27cb68e9c5cd8a90a2851fd6495b9bd1f7413bb0bb0be32269551a9", "correction": false, "gateway_status": "SUCCESS", "controller_rejection": null, "code": null, "input_tokens": 2609, "output_tokens_including_reasoning": 345, "reasoning_tokens": 249, "cached_input_tokens": 2111, "cache_status": "created", "api_elapsed_seconds": 6.781, "logical_wire_characters": 9430, "estimated_generation_usd_conservative": 0.001825575, "estimated_generation_usd_lower_bound": 0.001825575, "estimated_cache_storage_usd": 8.795833333333333e-05, "normalization_rules": [] }, { "ref": "llm/operations/b5de43dfa1122fa86decfa538047ee813621839eded8ed15356d341f3439e383/round-0001.json", "prompt_version": "investigation_project_v20", "task": "investigate_one_step", "hypothesis": "H1", "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "06f2bf0af9139e07d42f73f658b1c027ff450ee15dd67c38bc80158216323492", "correction": false, "gateway_status": "SUCCESS", "controller_rejection": null, "code": null, "input_tokens": 2938, "output_tokens_including_reasoning": 414, "reasoning_tokens": 212, "cached_input_tokens": 2111, "cache_status": "reused", "api_elapsed_seconds": 4.812, "logical_wire_characters": 10486, "estimated_generation_usd_conservative": 0.0023310749999999997, "estimated_generation_usd_lower_bound": 0.0023310749999999997, "estimated_cache_storage_usd": 0.0, "normalization_rules": [] }, { "ref": "llm/operations/6849c974442865e5ca3e8f146ef4520c275f2e37a25fb7caa498f17089ed6dc1/round-0001.json", "prompt_version": "investigation_project_v20", "task": "investigate_one_step", "hypothesis": "H1", "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "409b8272bc913ebb496e5bcf36cb029f119dfb6e0f593690884f4a11afe834c2", "correction": false, "gateway_status": "SUCCESS", "controller_rejection": null, "code": null, "input_tokens": 3059, "output_tokens_including_reasoning": 518, "reasoning_tokens": 350, "cached_input_tokens": 2111, "cache_status": "reused", "api_elapsed_seconds": 6.781, "logical_wire_characters": 10814, "estimated_generation_usd_conservative": 0.002811825, "estimated_generation_usd_lower_bound": 0.002811825, "estimated_cache_storage_usd": 0.0, "normalization_rules": [] }, { "ref": "llm/operations/475d5f458554c35131f24fc92fb2e762c69a8d9c6d4ab9d6426fbd72e6303af3/round-0001.json", "prompt_version": "investigation_project_v20", "task": "consolidate_investigation_session", "hypothesis": "H1", "model": "gemini-3.8-flash", "config_hash": "249a08e844d8a62c6b202c0bf856d2fa67f9c77f7a1f03174e79f874bf24ac69", "request_sha256": "bccdc72074422d53720daee19dbe30d7b0b547defa38274bfa5a10fb301972ea", "correction": false, "gateway_status": "ERROR", "controller_rejection": "LLM_OUTPUT_SCHEMA", "code": "LLM_OUTPUT_SCHEMA", "input_tokens": 2591, "output_tokens_including_reasoning": 3226, "reasoning_tokens": 2832, "cached_input_tokens": 1532, "cache_status": "created", "api_elapsed_seconds": 23.875, "logical_wire_characters": 9156, "estimated_generation_usd_conservative": 0.01300665, "estimated_generation_usd_lower_bound": 0.01300665, "estimated_cache_storage_usd": 6.383333333333333e-05, "normalization_rules": [] } ], "startup_done": true, "hypotheses": { "H1": { "confidence": "strongly_supported", "iterations": 5, "invalid_responses": 1, "disposition": "active" }, "H2": { "confidence": "weakened", "iterations": 1, "invalid_responses": 0, "disposition": "active" }, "H3": { "confidence": "weakened", "iterations": 1, "invalid_responses": 0, "disposition": "active" } }, "package_valid": true, "trial_process_elapsed_seconds": 248.332418, "trial_process_elapsed_scope": "Telemetry process start to stop; excludes previous local import/preparation. Includes local processing.", "assessment": { "last_rejection": { "code": "LLM_OUTPUT_SCHEMA", "task": "consolidate_investigation_session", "validation_path": "/", "missing_required_fields": [ "uncertainties" ], "retry_executed": false }, "startup_correction": { "hypothesis": "H2", "code": "PROJECT_DATABASE_COLUMN_UNKNOWN", "unknown_column": "InhabitType", "recovery": "Next LLM query removed the unknown column; valid query executed." }, "known_redundancy": "H1 repeats the creature_template name search already performed in H2 startup.", "deterministic_choice_unwrap_exercised": false, "entity_reference_catalog_exercised_by_source_context_query": false, "caution": "No source.context query emitted; catalog presence alone is not a live proof of correct N reference usage. No deterministic choice-wrapper recovery observed." } }