{
  "dataset": "ekos-full",
  "agent": "ollama (llama3:latest)",
  "runtime": "local",
  "generated_at": "2026-09-09T09:19:41.543171375Z",
  "gates": {
    "min_answer_correctness": 0.85,
    "min_evidence_groundedness": 0.9,
    "min_completeness": 0.8,
    "min_recall_at_10": 0.8,
    "max_hallucination_rate": 0.05
  },
  "metrics": {
    "scenarios": 101,
    "passed": 43,
    "failed": 58,
    "answer_correctness": 0.49722224,
    "evidence_groundedness": 0.51648355,
    "completeness": 0.45555556,
    "recall_at_10": 0.5294117647058824,
    "hallucination_rate": 0.05940594,
    "fabrication_rate": 0.3,
    "invalid_citation_rate": 0.0,
    "uncited_answers": 57,
    "avg_tokens": 1372.967032967033,
    "p95_latency_ms": 63461.423345,
    "cache_hits": 0,
    "cache_misses": 91,
    "tokens_saved": null,
    "peak_rss_kb": 130588,
    "total_cpu_time_ms": 111080.0,
    "status_pass": false
  },
  "scenarios": [
    {
      "id": "arch-001",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1019,
      "output_tokens": 119,
      "cache_hit": false,
      "rss_kb_end": 31880,
      "cpu_time_ms": 6650.0,
      "latency_ms": 56461.35831,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN001: evidence set truncated to 60 items — 33 dropped",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: EKOS compiles enterprise systems into a runtime environment.\n\nThe claims show that EKOS has various dependencies, including ekos-runtime (claim 15), which suggests that the core functionality of EKOS is related to running or executing code. Additionally, claims 2-4 and 10-14 mention different components of EKOS, such as distributed, common, and plugin modules, which further support the idea that EKOS compiles enterprise systems into a runtime environment.\n\nCited evidence:",
      "evidence_text": "ekos-semantic — dependency of ekos\nekos-distributed — dependency of ekos\nekos-common — dependency of ekos\nwalkdir — dependency of ekos\nekos-plugin-git — dependency of ekos\nekos-plugin-pentaho — dependency of ekos\nekos-marketing — dependency of ekos\nekos-plugin-file — dependency of ekos\nekos-segment-backend — dependency of ekos\nekos-cluster — dependency of ekos\nekos-docs-gen — dependency of ekos\nekos-compiler-core — dependency of ekos\nekos-plugin-rust — dependency of ekos\ndotenvy — dependency of ekos\nekos-runtime — dependency of ekos\nserde — dependency of ekos\nekos-plugin-elixir — dependency of ekos\nekos-plugin-clickhouse — dependency of ekos\ntracing — dependency of ekos\nekos-dbt-gen — dependency of ekos\nekos-simulation — dependency of ekos\nekos-recovery — dependency of ekos\nclap — dependency of ekos\nekos-plugin-localdocs — dependency of ekos\nekos-plugin-crypto — dependency of ekos\nserde_json — dependency of ekos\ntoml — dependency of ekos\nekos-plugin-confluence — dependency of ekos\nuuid — dependency of ekos\nekos-plugin-github — dependency of ekos\nekos-plugin-javascript — dependency of ekos\nserde_yaml — dependency of ekos\nekos-observation-sdk — dependency of ekos\nekos-plugin-python — dependency of ekos\nekos-ledger — dependency of ekos\nekos-identity — dependency of ekos\ntracing-subscriber — dependency of ekos\nekos-ekl — dependency of ekos\nekos-clickhouse-query — dependency of ekos\nchrono — dependency of ekos\ntokio — dependency of ekos\nekos-kir — dependency of ekos\nekos-artifact — dependency of ekos\nanyhow — dependency of ekos\nthiserror — dependency of ekos\nasync-trait — dependency of ekos\nfutures — dependency of ekos\nsha2 — dependency of ekos\nregex — dependency of ekos\nhex — dependency of ekos\nzstd — dependency of ekos\nglob — dependency of ekos\nhmac — dependency of ekos\nsha1 — dependency of ekos\nrand — dependency of ekos\nreqwest — dependency of ekos\nbase64 — dependency of ekos\npercent-encoding — dependency of ekos\nobject_store — dependency of ekos\nurl — dependency of ekos\n",
      "retrieved_ids": [
        "3087bfd6-fb67-5ae2-8e7b-89ef0e925975",
        "dbc6e4f8-4070-55f3-b5fe-b260ddb1f271",
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        "41dc0e3d-c14a-5c12-a09f-6f9c44fbff80",
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        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
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        "9e8b6d20-7a0d-582a-979a-43917222ca50",
        "7e8088ea-edc8-533a-931c-ff3ffa5928af",
        "8a7d0c07-8b88-5686-818a-c55b50462e90",
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        "15d6a903-48f1-5963-9aba-8ee50bcf8c6c",
        "09665155-ef9e-5259-b379-8452b328264d",
        "5b7ff059-a0b1-54d7-91b1-6fd5a3bbfe85",
        "13fb20ad-1124-5cad-a252-964bff096949",
        "7055191b-8a1b-5dda-ae23-46204b6b8f63",
        "55721cbd-9ef0-50e8-8271-47598f1696c4",
        "9b8802ad-8614-5d3c-b694-90449b3e7a36",
        "6d487c06-1009-5099-85c0-02e009e7500b",
        "38f65bd9-fcec-5e49-b48f-484a7127553e",
        "adfba9e8-8341-50a6-9fdc-c26311090db5",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "7bea4b92-902b-5072-8b4f-740613d85745",
        "2690bc0d-0233-516f-b969-9e87432f623d",
        "3b7209fe-32c4-588e-b8b5-5fa2165ff88b",
        "583916d7-b3db-54b5-a200-eef2d4d89d6e"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "arch-002",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.33333334,
      "evidence_score": null,
      "completeness_score": 0.33333334,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1199,
      "output_tokens": 198,
      "cache_hit": false,
      "rss_kb_end": 41784,
      "cpu_time_ms": 860.0,
      "latency_ms": 44159.511781,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Answer: The main stages of the EKOS compiler pipeline, in order, are not explicitly stated in the provided evidence claims. However, based on the available information, it appears that the pipeline involves several stages, including:\n\n* run_pipeline (claim 6)\n* compile_worker_runs_the_real_pipeline_under_a_lease (claim 8)\n* PassManager::execution_order (claim 15)\n\nThese stages are not explicitly listed in order, but they seem to be related to the compilation process. The other claims appear to be related to specific components or functions within the EKOS compiler, rather than providing a comprehensive overview of the pipeline.\n\nCITED EVIDENCE:\n{\"cited_evidence\": [\"8ae7d8fe-cd50-4585-8e97-5cf44c4a880a\", \"2f3fe57a-5ee2-4c8c-a0ee-2f396b5f7066\", ...]}",
      "evidence_text": "possible search match (partial term overlap): main [docs/spikes/recovery_spike.py:126]\npossible search match (partial term overlap): main [ekos/crates/demo-server/src/main.rs:65]\npossible search match (partial term overlap): main [ekos/crates/cli/src/bin/ekos.rs:694]\npossible search match (partial term overlap): main [ekos/crates/demo-server/src/bin/prerender.rs:16]\npossible search match (partial term overlap): Order [ekos/crates/ekl/src/parser.rs:40]\npossible search match (partial term overlap): run_pipeline [ekos/crates/cli/src/commands/cluster.rs:241]\npossible search match (partial term overlap): run_pipeline [tests/integration/tests/integration.rs:20]\npossible search match (partial term overlap): compile_worker_runs_the_real_pipeline_under_a_lease [tests/integration/tests/integration.rs:160]\npossible search match (partial term overlap): ScanPrefix::order [ekos/crates/ledger/src/index.rs:200]\npossible search match (partial term overlap): parser::Order\npossible search match (partial term overlap): IndexRun::order [ekos/crates/ledger/src/index.rs:462]\npossible search match (partial term overlap): pipeline_kir_id [ekos/crates/recovery/src/cicd_analyzer.rs:18]\npossible search match (partial term overlap): criterion::criterion_main\npossible search match (partial term overlap): value_order_key [ekos/crates/ledger/src/index.rs:123]\npossible search match (partial term overlap): PassManager::execution_order [ekos/crates/compiler-core/src/pass.rs:150]\npossible search match (partial term overlap): std::cmp::Ordering\npossible search match (partial term overlap): crate::parser::Order\npossible search match (partial term overlap): order_by_priority [ekos/crates/simulation/src/simulation.rs:249]\npossible search match (partial term overlap): ekos-compiler-sdk\npossible search match (partial term overlap): ekos-compiler-core\n",
      "retrieved_ids": [
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        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
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        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
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        "320bd5a1-4c7e-5597-a476-e5e8f88d8d7e",
        "dc493e62-fd70-5ca6-9225-7567a291ff9f",
        "630ff87b-5416-525d-b949-e50b8c6ac173",
        "39438b09-5197-5f95-8108-2e9dee4d60b0",
        "5aefd266-8072-5c7c-a7da-5e830d6c975d",
        "9a9ea627-8891-52e2-a6a7-1ade17a48fa6",
        "293e83a5-d93e-54cf-957a-3cc539a369fe",
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        "e560696d-f155-5986-8544-5068c35ce7db",
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        "71fe8138-13f9-580c-b169-7fb56d7d9035",
        "2f0e999e-e6a9-5a8c-8c52-eb9d4a7d25fe",
        "980165a9-dde4-5e41-8453-80eb75c82e2b",
        "18bb71a4-5177-5a8e-91c6-007bfd02b8e5",
        "6c15aedd-21ff-5a80-846e-baffe86ef9f3",
        "f98ad3b0-8c49-5e70-9509-e9ef3a9e6561"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "arch-003",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1103,
      "output_tokens": 221,
      "cache_hit": false,
      "rss_kb_end": 32272,
      "cpu_time_ms": 770.0,
      "latency_ms": 45656.453165,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answer: The Semantic Knowledge Ledger in EKOS is responsible for storing and managing semantic knowledge, which enables the system to reason about complex relationships between entities.\n\nThe claims that support this answer are:\n\n* 3. docs/rfcs/0004-semantic-knowledge-ledger.md (evidence 06a2d977-a754-4a6c-820c-8b544253c9c0)\n* 5. docs/rfcs/0004-semantic-knowledge-ledger.md: section 1 (evidence 57c8864a-cdbe-4425-b62a-6720c5700612)\n\nThese claims describe the Semantic Knowledge Ledger as a component that stores and manages semantic knowledge, which is used to reason about complex relationships between entities.\n\nCITED EVIDENCE:",
      "evidence_text": "search match: web/console-report.html: section 4 [web/console-report.html]\nsearch match: docs/presentations/web-console.html: section 4 [docs/presentations/web-console.html]\nsearch match: docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\nsearch match: docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\nsearch match: docs/rfcs/0004-semantic-knowledge-ledger.md: section 1 [docs/rfcs/0004-semantic-knowledge-ledger.md]\nsearch match: docs/rfcs/0004-semantic-knowledge-ledger.md: section 3 [docs/rfcs/0004-semantic-knowledge-ledger.md]\nsearch match: docs/rfcs/0004-semantic-knowledge-ledger.md: section 2 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): ekos/crates/ledger/src/partitioned/knowledge_store.rs [ekos/crates/ledger/src/partitioned/knowledge_store.rs]\npossible search match (partial term overlap): ekos-semantic\npossible search match (partial term overlap): require_role [web/api/app/auth.py:119]\npossible search match (partial term overlap): check_role [web/api/app/auth.py:106]\npossible search match (partial term overlap): ekos_ledger::Ledger\npossible search match (partial term overlap): ekos_semantic::EvidenceRecord\npossible search match (partial term overlap): ekos/crates/semantic\npossible search match (partial term overlap): ekos_semantic::SemanticCompilerPass\npossible search match (partial term overlap): ekos_semantic::CkmRelationship\npossible search match (partial term overlap): ekos_semantic::rollup\npossible search match (partial term overlap): ekos_semantic::CkModel\npossible search match (partial term overlap): auth.require_role\npossible search match (partial term overlap): auth.check_role\n",
      "evidence_refs": [
        "06a2d977-a754-4a6c-820c-8b544253c9c0",
        "57c8864a-cdbe-4425-b62a-6720c5700612"
      ],
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      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "arch-004",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1547,
      "output_tokens": 170,
      "cache_hit": false,
      "rss_kb_end": 17364,
      "cpu_time_ms": 1930.0000000000002,
      "latency_ms": 63461.423345,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answering. The EKOS Runtime is read-only because it is designed to be a read-only runtime environment for executing queries and performing data processing tasks. This is evident from claim 5, which describes the architecture summary and runtime view of EKOS, stating that the runtime is \"read-only\" and \"does not modify any external state\". Additionally, claim 15 also supports this answer by mentioning that the EKOS Ask multi-turn history is a read-only feature.\n\nHowever, it's worth noting that some claims do not directly support this answer. For example, claim 12 mentions a gateway in the distributed module, which could potentially be used to modify external state. Similarly, claim 17 talks about replaying simulation data, which might involve modifying external state as well.\n\nCiting:",
      "evidence_text": "search match: ekos/crates/runtime/Cargo.toml [ekos/crates/runtime/Cargo.toml]\nsearch match: ekos/crates/runtime/src/lib.rs [ekos/crates/runtime/src/lib.rs]\nsearch match: ekos/crates/runtime/src/ai.rs [ekos/crates/runtime/src/ai.rs]\nsearch match: ekos/crates/runtime/src/graph_export.rs [ekos/crates/runtime/src/graph_export.rs]\nsearch match: ekos/docs/rfcs/0071-architecture-summary-and-runtime-view.md: section 1 [ekos/docs/rfcs/0071-architecture-summary-and-runtime-view.md]\nsearch match: ekos/docs/rfcs/0099-ekos-ask-multi-turn-history.md [ekos/docs/rfcs/0099-ekos-ask-multi-turn-history.md]\nsearch match: ekos/docs/rfcs/0099-ekos-ask-multi-turn-history.md [ekos/docs/rfcs/0099-ekos-ask-multi-turn-history.md]\nsearch match: ekos/crates/demo-server/Cargo.toml [ekos/crates/demo-server/Cargo.toml]\nsearch match: ekos/crates/cli/src/commands/graph.rs [ekos/crates/cli/src/commands/graph.rs]\nsearch match: ekos/crates/cli/src/commands/eval.rs [ekos/crates/cli/src/commands/eval.rs]\nsearch match: ekos/crates/clickhouse-query/src/schema.rs [ekos/crates/clickhouse-query/src/schema.rs]\nsearch match: ekos/crates/distributed/src/gateway.rs [ekos/crates/distributed/src/gateway.rs]\nsearch match: ekos/crates/simulation/src/simulation.rs [ekos/crates/simulation/src/simulation.rs]\nsearch match: ekos/crates/simulation/src/lib.rs [ekos/crates/simulation/src/lib.rs]\nsearch match: ekos/docs/rfcs/0099-ekos-ask-multi-turn-history.md: section 1 [ekos/docs/rfcs/0099-ekos-ask-multi-turn-history.md]\nsearch match: ekos/docs/rfcs/0056-clickhouse-connector.md: section 1 [ekos/docs/rfcs/0056-clickhouse-connector.md]\nsearch match: ekos/crates/simulation/src/replay.rs [ekos/crates/simulation/src/replay.rs]\nsearch match: ekos/docs/rfcs/0027-unified-transformation-semantics.md: section 10 [ekos/docs/rfcs/0027-unified-transformation-semantics.md]\nsearch match: ekos/docs/rfcs/0029-cross-system-identity-resolution.md: section 5 [ekos/docs/rfcs/0029-cross-system-identity-resolution.md]\nsearch match: ekos/docs/rfcs/0034-partitioned-tiered-storage.md: section 10 [ekos/docs/rfcs/0034-partitioned-tiered-storage.md]\n",
      "retrieved_ids": [
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      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "arch-005",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 0.5,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": 1.0,
      "input_tokens": 1477,
      "output_tokens": 163,
      "cache_hit": false,
      "rss_kb_end": 40036,
      "cpu_time_ms": 2240.0,
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      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: The SQL DDL recovery analyzer is implemented in the `recovery` crate.\n\nAssembled answer based on claims:\n\n* Claim 5: \"sql_analyzer::parse_ddl_structural\" suggests that the `sql_analyzer` module is related to parsing DDL (Data Definition Language) structures.\n* Claim 6: \"ekos/crates/recovery/src/sql_analyzer.rs\" indicates that the `recovery` crate contains a file named `sql_analyzer.rs`, which is likely related to the SQL analyzer.\n\nWhile there are other claims mentioning the `recovery` crate, these two specific claims provide direct evidence of the implementation of the SQL DDL recovery analyzer in the `recovery` crate.\n\nCited evidence:",
      "evidence_text": "search match: devlogs/devlog_29.md: section 4 [devlogs/devlog_29.md]\nsearch match: ekos/docs/rfcs/0138-eval-harness.md: section 2 [ekos/docs/rfcs/0138-eval-harness.md]\nsearch match: devlogs/devlog_171.md: section 2 [devlogs/devlog_171.md]\nsearch match: ekos/docs/rfcs/0139-answer-quality.md: section 7 [ekos/docs/rfcs/0139-answer-quality.md]\nsearch match: sql_analyzer::parse_ddl_structural\nsearch match: ekos/crates/recovery/src/sql_analyzer.rs [ekos/crates/recovery/src/sql_analyzer.rs]\nsearch match: ekos/crates/recovery/src/sql_transform_analyzer.rs [ekos/crates/recovery/src/sql_transform_analyzer.rs]\nsearch match: ekos/crates/recovery/src/crate_topology_analyzer.rs [ekos/crates/recovery/src/crate_topology_analyzer.rs]\nsearch match: ekos/crates/recovery/src/clickhouse_analyzer.rs [ekos/crates/recovery/src/clickhouse_analyzer.rs]\nsearch match: benchmark/benches/sql_analyzer.rs [benchmark/benches/sql_analyzer.rs]\npossible search match (partial term overlap): sql_analyzer::SqlAnalyzerPass\npossible search match (partial term overlap): bench_sql_analyzer [benchmark/benches/sql_analyzer.rs:7]\npossible search match (partial term overlap): ekos/crates/recovery/src/requirements_analyzer.rs [ekos/crates/recovery/src/requirements_analyzer.rs]\npossible search match (partial term overlap): ekos/crates/recovery/src/dbt_analyzer.rs [ekos/crates/recovery/src/dbt_analyzer.rs]\npossible search match (partial term overlap): ekos_recovery::parse_ddl_structural\npossible search match (partial term overlap): ekos/crates/recovery/src/pentaho_analyzer.rs [ekos/crates/recovery/src/pentaho_analyzer.rs]\npossible search match (partial term overlap): ekos/crates/recovery/src/rust_analyzer.rs [ekos/crates/recovery/src/rust_analyzer.rs]\npossible search match (partial term overlap): ekos/crates/recovery/src/elixir_analyzer.rs [ekos/crates/recovery/src/elixir_analyzer.rs]\npossible search match (partial term overlap): ekos/crates/recovery/src/dependency_analyzer.rs [ekos/crates/recovery/src/dependency_analyzer.rs]\npossible search match (partial term overlap): ekos/crates/recovery/src/python_analyzer.rs [ekos/crates/recovery/src/python_analyzer.rs]\nekos/crates/ledger/src/partitioned/mod.rs — related to crate::ArmSet [ekos/crates/ledger/src/partitioned/mod.rs]\n",
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    },
    {
      "id": "arch-006",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": 1.0,
      "input_tokens": 688,
      "output_tokens": 102,
      "cache_hit": false,
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      "cpu_time_ms": 90.0,
      "latency_ms": 22199.883599,
      "error": null,
      "attribution": "generation",
      "answer": "Answering.\n\nThe claims suggest that AiRuntime is a Rust symbol with the kind \"struct\" and has a description that involves answering natural-language questions grounded in the Knowledge Ledger. The evidence does not provide further details about what AiRuntime specifically does or how it achieves this functionality, but it does indicate its purpose and nature.",
      "evidence_text": "AiRuntime.name = AiRuntime [ekos/crates/runtime/src/ai.rs:167]\nAiRuntime.kind = RustSymbol [ekos/crates/runtime/src/ai.rs:167]\nAiRuntime.description = Answers natural-language questions grounded in the Knowledge Ledger.  Pipeline: retrieve candidate objects via `Runtime::find_objects`, expand each into its neighbourhood via `Runtime::load_neighborhood`, ground the prompt with `Runtime::reconstruct_state` (object + relationships + evidence as JSON), then ask the LLM and parse a trailing citation block. [ekos/crates/runtime/src/ai.rs:167]\nAiRuntime.source_span = {\"end_line\":177,\"start_line\":167} [ekos/crates/runtime/src/ai.rs:167]\nAiRuntime.symbol_kind = struct [ekos/crates/runtime/src/ai.rs:167]\n",
      "evidence_refs": [
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      ],
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        "e7e75efa-39cb-5182-b056-2fd16dfdc739"
      ],
      "planned_query_type": "lookup"
    },
    {
      "id": "arch-007",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 0.5,
      "retrieval_recall": 0.0,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1188,
      "output_tokens": 150,
      "cache_hit": false,
      "rss_kb_end": 34176,
      "cpu_time_ms": 1150.0,
      "latency_ms": 39023.768871,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: The trait that must every EKOS connector implement to observe an enterprise system is not explicitly stated in the provided evidence claims.\n\nHowever, claim 8 mentions `ekos_observation_sdk::Observer`, which suggests that there might be a connection between observing and implementing this trait. Claim 9 also mentions `async_trait::async_trait`, which could imply that some kind of asynchronous behavior is involved.\n\nUnfortunately, none of the claims provide direct evidence about the specific trait required for EKOS connectors to observe an enterprise system. Therefore, I must refuse to answer:\n\nInsufficient evidence.\nI looked for a claim that explicitly states the trait required for EKOS connectors to observe an enterprise system.",
      "evidence_text": "possible search match (partial term overlap): docs/rfcs/0012-enterprise-connectors-scaffold.md [docs/rfcs/0012-enterprise-connectors-scaffold.md]\npossible search match (partial term overlap): docs/rfcs/0012-enterprise-connectors-scaffold.md [docs/rfcs/0012-enterprise-connectors-scaffold.md]\npossible search match (partial term overlap): ekos-observation-sdk depends_on async-trait [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): docs/rfcs/0012-enterprise-connectors-scaffold.md: section 1 [docs/rfcs/0012-enterprise-connectors-scaffold.md]\npossible search match (partial term overlap): docs/rfcs/0012-enterprise-connectors-scaffold.md: section 3 [docs/rfcs/0012-enterprise-connectors-scaffold.md]\npossible search match (partial term overlap): docs/rfcs/0012-enterprise-connectors-scaffold.md: section 4 [docs/rfcs/0012-enterprise-connectors-scaffold.md]\npossible search match (partial term overlap): docs/rfcs/0012-enterprise-connectors-scaffold.md: section 2 [docs/rfcs/0012-enterprise-connectors-scaffold.md]\npossible search match (partial term overlap): ekos_observation_sdk::Observer\npossible search match (partial term overlap): async_trait::async_trait\npossible search match (partial term overlap): ekos_observation_sdk::walk_observed\npossible search match (partial term overlap): Concentration risk: ekos_observation_sdk::Observer\npossible search match (partial term overlap): ekos-observation-sdk\npossible search match (partial term overlap): async-trait\npossible search match (partial term overlap): Concentration risk: async_trait::async_trait\npossible search match (partial term overlap): ekos/crates/observation-sdk/src/lib.rs [ekos/crates/observation-sdk/src/lib.rs]\npossible search match (partial term overlap): ekos/crates/observation-sdk/Cargo.toml [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): ekos_identity::cross_system::find_cross_system_candidates\npossible search match (partial term overlap): test_every_node_gets_a_position [web/api/tests/test_layout_unit.py:8]\npossible search match (partial term overlap): ekos_observation_sdk::ScanContext\npossible search match (partial term overlap): ekos_observation_sdk::ObservationPackage\n",
      "retrieved_ids": [
        "cc0f6a29-7003-541b-ae92-a86280d3417b",
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        "2d2affc2-cb45-521e-bbb4-f0fc11955dec",
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        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "e458dd77-21f4-5935-82c4-893b1ae66871",
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        "9e879014-2191-5037-89b3-ac212191ac0a",
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        "98421dd8-6778-5a8d-8d31-905051f46785"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "arch-008",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1275,
      "output_tokens": 84,
      "cache_hit": false,
      "rss_kb_end": 116060,
      "cpu_time_ms": 820.0,
      "latency_ms": 29626.625085,
      "error": null,
      "attribution": "passed",
      "answer": "Answer: The crate that parses and interprets Enterprise Knowledge Language (EKL) queries is ekos/crates/ekl.\n\nCiting:",
      "evidence_text": "search match: ekos/crates/ekl/src/lib.rs [ekos/crates/ekl/src/lib.rs]\npossible search match (partial term overlap): ekos/crates/ekl/src/interpreter.rs [ekos/crates/ekl/src/interpreter.rs]\npossible search match (partial term overlap): ekl_parse [ekos/crates/ekl/src/parser.rs:524]\npossible search match (partial term overlap): ekos_ekl::ekl_parse\npossible search match (partial term overlap): ekos_ekl::interpreter::default_returns\npossible search match (partial term overlap): parser::ekl_parse\npossible search match (partial term overlap): Parser::parse_query [ekos/crates/ekl/src/parser.rs:295]\nsearch match: ekos/crates/ekl/Cargo.toml [ekos/crates/ekl/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/ekl\npossible search match (partial term overlap): interpreter::EklError\npossible search match (partial term overlap): interpreter::EklInterpreter\npossible search match (partial term overlap): interpreter::EklResult\npossible search match (partial term overlap): ekos-ekl\nsearch match: ekos/crates/cli/src/commands/ekl.rs [ekos/crates/cli/src/commands/ekl.rs]\npossible search match (partial term overlap): ekos/crates/ekl/src/parser.rs [ekos/crates/ekl/src/parser.rs]\npossible search match (partial term overlap): ekos/crates/clickhouse-query\npossible search match (partial term overlap): parse [web/api/app/config_io.py:48]\npossible search match (partial term overlap): parse [ekos/crates/marketing/src/devlog.rs:39]\npossible search match (partial term overlap): ekos/crates/clickhouse-query/Cargo.toml [ekos/crates/clickhouse-query/Cargo.toml]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\nsplit_once_any_dash — related to parse [ekos/crates/marketing/src/devlog.rs:93]\nextract_section — related to parse [ekos/crates/marketing/src/devlog.rs:106]\nekos/crates/marketing/src/devlog.rs — related to parse [ekos/crates/marketing/src/devlog.rs]\n",
      "evidence_refs": [
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      ],
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      ],
      "planned_query_type": "lexical"
    },
    {
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      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": 1.0,
      "groundedness_score": null,
      "trajectory_score": null,
      "input_tokens": null,
      "output_tokens": null,
      "cache_hit": null,
      "rss_kb_end": 116064,
      "cpu_time_ms": 0.0,
      "latency_ms": 1.690937,
      "error": null,
      "attribution": "n/a",
      "retrieved_ids": [
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        "880b7cea-f571-5e71-8a3d-29dc69a930f0",
        "6e4ae0e1-9d1b-562a-a409-406a2ee0181a",
        "b4b90f8d-effb-5ac5-8eba-8a04c51eba5e",
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        "900c45d1-f1da-52f2-a2b5-6b7bb42e219b",
        "3372ee6e-2a1d-50b2-a3ae-b17eb421301b",
        "026e8281-3de0-589a-b061-b3f32e351b50",
        "e85e734d-ef58-5185-835a-34896d2da3f1",
        "d5e526e0-76bd-5601-a03c-af24fb029be3",
        "fd61bc87-2dc5-59f7-9eda-6e2a8fc31e9d"
      ]
    },
    {
      "id": "arch-010",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.25,
      "evidence_score": null,
      "completeness_score": 0.25,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1802,
      "output_tokens": 51,
      "cache_hit": false,
      "rss_kb_end": 115924,
      "cpu_time_ms": 580.0,
      "latency_ms": 34117.029655000006,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\n\nI looked for claims that directly or indirectly mention the four primitives that every semantic conclusion in the Canonical Knowledge Model rest on. None of the provided claims explicitly state these primitives, so I cannot provide an answer based on the given evidence.",
      "evidence_text": "possible search match (partial term overlap): canonical_uuid [ekos/crates/ledger/src/fact.rs:193]\npossible search match (partial term overlap): canonical_join_keys [ekos/crates/cli/src/commands/mcp.rs:1534]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 15 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md [ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md [ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 1 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 1 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 2 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 3 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 2 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 11 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md: section 4 [ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 14 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): test_every_node_gets_a_position [web/api/tests/test_layout_unit.py:8]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 3 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 12 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\nekos/crates/ledger/src/fact.rs — related to canonical_uuid [ekos/crates/ledger/src/fact.rs]\n",
      "retrieved_ids": [
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "69232ca1-ce98-57d5-815e-4b40342b4439",
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        "874dbea1-068d-5cd1-8168-a819e4d7fa58"
      ],
      "planned_query_type": "conceptual"
    },
    {
      "id": "arch-011",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1290,
      "output_tokens": 194,
      "cache_hit": false,
      "rss_kb_end": 93756,
      "cpu_time_ms": 840.0,
      "latency_ms": 48276.029189,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answering.\n\nThe EKOS Runtime does not touch raw enterprise systems directly. The claims suggest that the EKOS Runtime interacts with the compiled ledger, as seen in claim 8: \"ekos-runtime depends_on ekos-ledger\" and claim 9: \"ekos-runtime depends_on ekos-compiler-core\". Additionally, claim 12: \"write_run_raw [ekos/crates/ledger/src/index.rs:294]\" implies that the EKOS Runtime writes to the compiled ledger.\n\nThe claims do not provide direct evidence of the EKOS Runtime interacting with raw enterprise systems. Therefore, it can be concluded that the EKOS Runtime does not touch raw enterprise systems directly.",
      "evidence_text": "search match: ekos/crates/clickhouse-query/src/lib.rs [ekos/crates/clickhouse-query/src/lib.rs]\nsearch match: ekos/docs/rfcs/0056-clickhouse-connector.md: section 1 [ekos/docs/rfcs/0056-clickhouse-connector.md]\nsearch match: docs/presentations/clickhouse-connector.html: section 1 [docs/presentations/clickhouse-connector.html]\nsearch match: docs/presentations/clickhouse-connector.html [docs/presentations/clickhouse-connector.html]\nsearch match: SECURITY.md: section 4 [SECURITY.md]\nsearch match: devlogs/devlog_56.md: section 1 [devlogs/devlog_56.md]\nsearch match: README.md: section 3 [README.md]\npossible search match (partial term overlap): ekos-runtime depends_on ekos-ledger [ekos/crates/runtime/Cargo.toml]\npossible search match (partial term overlap): ekos-runtime depends_on ekos-compiler-core [ekos/crates/runtime/Cargo.toml]\npossible search match (partial term overlap): ekos_runtime::Runtime\npossible search match (partial term overlap): strip_delimiter_directives [ekos/plugins/sql-dialect-mysql/src/lib.rs:35]\npossible search match (partial term overlap): write_run_raw [ekos/crates/ledger/src/index.rs:294]\npossible search match (partial term overlap): IndexRun::all_raw [ekos/crates/ledger/src/index.rs:508]\npossible search match (partial term overlap): ekos-runtime\npossible search match (partial term overlap): ekos_ledger::Ledger\npossible search match (partial term overlap): Concentration risk: ekos_runtime::Runtime\npossible search match (partial term overlap): hex_id_to_raw [ekos/crates/artifact/src/pack.rs:311]\npossible search match (partial term overlap): IndexRun::read_block_raw [ekos/crates/ledger/src/index.rs:470]\npossible search match (partial term overlap): append_only_warning [web/api/app/config_io.py:110]\npossible search match (partial term overlap): PartitionedLedger::read_only [ekos/crates/ledger/src/partitioned/mod.rs:473]\n",
      "evidence_refs": [
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      "planned_query_type": "lexical"
    },
    {
      "id": "arch-012",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1175,
      "output_tokens": 233,
      "cache_hit": false,
      "rss_kb_end": 32656,
      "cpu_time_ms": 940.0,
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      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Insufficient evidence.\nI looked for claims that describe the invariants of compiler passes in EKOS.\n\nThe question asks about what must compiler passes in EKOS be, according to the project's own invariants. Unfortunately, none of the provided claims directly answer this question or provide information about the determinism of compiler passes.\n\nHowever, claim 15 mentions \"KirRelationship::deterministic\" which could imply that some parts of the compiler may be deterministic. But without more context, it is difficult to say whether this applies to compiler passes in general.",
      "evidence_text": "possible search match (partial term overlap): Compiler::register_pass [ekos/crates/compiler-core/src/compiler.rs:38]\npossible search match (partial term overlap): ekos_compiler_core::pass::PassContext\npossible search match (partial term overlap): ekos_compiler_core::pass::CompilerPass\npossible search match (partial term overlap): ekos_compiler_core::pass::PassError\npossible search match (partial term overlap): ExecutionReport::passes_run [ekos/crates/compiler-core/src/scheduler.rs:49]\npossible search match (partial term overlap): ekos/crates/compiler-core/src/pass.rs [ekos/crates/compiler-core/src/pass.rs]\npossible search match (partial term overlap): Compiler::run [ekos/crates/compiler-core/src/compiler.rs:42]\npossible search match (partial term overlap): Concentration risk: ekos_compiler_core::pass::CompilerPass\npossible search match (partial term overlap): Concentration risk: ekos_compiler_core::pass::PassContext\npossible search match (partial term overlap): Concentration risk: ekos_compiler_core::pass::PassError\npossible search match (partial term overlap): find_owning_file [ekos/crates/recovery/src/llm_description.rs:140]\npossible search match (partial term overlap): RateLimiter::allow [ekos/crates/demo-server/src/main.rs:42]\npossible search match (partial term overlap): _check_allowed [web/api/app/readproc.py:39]\npossible search match (partial term overlap): compile_worker_run [ekos/crates/cli/src/commands/cluster.rs:96]\npossible search match (partial term overlap): KirRelationship::deterministic [ekos/crates/kir/src/lib.rs:389]\npossible search match (partial term overlap): deterministic_id [ekos/crates/recovery/src/crypto_analyzer.rs:187]\npossible search match (partial term overlap): app.readproc._check_allowed\npossible search match (partial term overlap): project [ekos/crates/ledger/src/index.rs:263]\npossible search match (partial term overlap): project [ekos/crates/ekl/src/interpreter.rs:278]\npossible search match (partial term overlap): pass::PassManager\n",
      "evidence_refs": [
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      "planned_query_type": "lexical"
    },
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      "hallucinated": false,
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      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 385,
      "output_tokens": 45,
      "cache_hit": false,
      "rss_kb_end": 33596,
      "cpu_time_ms": 60.0,
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      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Insufficient evidence.\nThe question asks about RFC 0013 exposing something to AI agents, but none of the provided claims mention RFC 0013 or any exposure to AI agents.",
      "evidence_text": "aI.name = aI\naI.kind = JsSymbol\naI.symbol_kind = function\naI.visibility = local\n",
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        "013cb6d9-f9c9-5045-b3af-cc0741087e2c"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "arch-014",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1464,
      "output_tokens": 128,
      "cache_hit": false,
      "rss_kb_end": 33264,
      "cpu_time_ms": 640.0,
      "latency_ms": 40608.955827000005,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "ANSWERING.\n\nEKOS is a compiler for enterprise knowledge, as supported by claims 15 and 18. These claims describe EKOS as an \"AI-native knowledge compiler\" and mention its ability to compile knowledge, which suggests that it is a tool for processing and organizing information rather than simply storing it in a database.\n\nCITED EVIDENCE:",
      "evidence_text": "search match: .claude/skills/ekos-knowledge/SKILL.md: section 1 [.claude/skills/ekos-knowledge/SKILL.md]\nsearch match: archive_plans/ekos.md: section 4 [archive_plans/ekos.md]\nsearch match: archive_plans/ekos.md: section 1 [archive_plans/ekos.md]\nsearch match: ekos/docs/rfcs/0056-clickhouse-connector.md: section 1 [ekos/docs/rfcs/0056-clickhouse-connector.md]\nsearch match: docs/generated/ekos-self-documentation.html: section 1 [docs/generated/ekos-self-documentation.html]\nsearch match: SECURITY.md [SECURITY.md]\nsearch match: SECURITY.md [SECURITY.md]\nsearch match: CLAUDE.md: section 2 [CLAUDE.md]\nsearch match: TODO.md: section 17 [TODO.md]\nsearch match: docs/presentations/analytics-clickhouse-cold-run.html: section 1 [docs/presentations/analytics-clickhouse-cold-run.html]\nsearch match: SECURITY.md: section 1 [SECURITY.md]\nsearch match: devlogs/devlog_56.md: section 1 [devlogs/devlog_56.md]\nsearch match: docs/presentations/legacy-transformation-recovery.html: section 1 [docs/presentations/legacy-transformation-recovery.html]\nsearch match: PIONEER_PROGRAM.md: section 2 [PIONEER_PROGRAM.md]\nsearch match: docs/presentations/ai-native-knowledge-compiler-pitch.html [docs/presentations/ai-native-knowledge-compiler-pitch.html]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\nsearch match: docs/presentations/ai-native-knowledge-compiler-pitch.html [docs/presentations/ai-native-knowledge-compiler-pitch.html]\npossible search match (partial term overlap): database_kir_id [ekos/crates/clickhouse-query/src/audit.rs:13]\nsearch match: docs/presentations/ai-native-knowledge-compiler-pitch.html: section 1 [docs/presentations/ai-native-knowledge-compiler-pitch.html]\n",
      "evidence_refs": [
        "a56b76be-b5e8-4501-b60e-3354b3845c6b",
        "7ce084cb-f1df-42ca-bc01-8ef2731f7c43"
      ],
      "retrieved_ids": [
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        "a0f3c87c-48f7-5572-ab38-e251d5f66164"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "arch-015",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1830,
      "output_tokens": 106,
      "cache_hit": false,
      "rss_kb_end": 33540,
      "cpu_time_ms": 1280.0,
      "latency_ms": 44035.471345,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Insufficient evidence.\n\nI looked for claims that describe the ledger primitive deliberately staying separate from another, to avoid mixing fictional data with real compiled knowledge. None of the provided claims explicitly state this information. The claims appear to be related to various aspects of the EKOS system, such as compiled knowledge query engines, simulation crates, and knowledge stores, but none specifically address the question.\nNote: Since no relevant claim was found, I did not include any cited evidence in the JSON block.",
      "evidence_text": "possible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): test_impact_returns_real_hop_data [web/api/tests/test_graph_live.py:105]\npossible search match (partial term overlap): archive_plans/EKOS_World_Engine_Development_Plan.md [archive_plans/EKOS_World_Engine_Development_Plan.md]\npossible search match (partial term overlap): archive_plans/EKOS_World_Engine_Development_Plan.md [archive_plans/EKOS_World_Engine_Development_Plan.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 2 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 4 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 1 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 3 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ensure_statement_separators [ekos/crates/recovery/src/statement_repair.rs:19]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 9 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 7 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 10 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 5 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/crates/ledger/src/partitioned/knowledge_store.rs [ekos/crates/ledger/src/partitioned/knowledge_store.rs]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 8 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 11 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\npossible search match (partial term overlap): ekos/crates/simulation/src/simulation.rs [ekos/crates/simulation/src/simulation.rs]\npossible search match (partial term overlap): ekos/crates/simulation/tests/simulation_fixture.rs [ekos/crates/simulation/tests/simulation_fixture.rs]\npossible search match (partial term overlap): ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md: section 6 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\nekos/crates/ledger/src/lib.rs — related to Ledger [ekos/crates/ledger/src/lib.rs]\n",
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      "planned_query_type": "lexical"
    },
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      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": 0.0,
      "groundedness_score": null,
      "trajectory_score": null,
      "input_tokens": null,
      "output_tokens": null,
      "cache_hit": null,
      "rss_kb_end": 33864,
      "cpu_time_ms": 0.0,
      "latency_ms": 1.437621,
      "error": null,
      "attribution": "n/a",
      "retrieved_ids": [
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        "976c046f-1244-51ed-97ba-db78155cfd86",
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        "ccb135b8-4dc5-509a-8fcb-d15012cb27ff",
        "4df0d8fe-c0a0-50e3-bc5b-96547dac29e4",
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    },
    {
      "id": "arch-017",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": 0.0,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 393,
      "output_tokens": 50,
      "cache_hit": false,
      "rss_kb_end": 117228,
      "cpu_time_ms": 620.0,
      "latency_ms": 9442.268798000001,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN004: ekos has no \"returns\" fact",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "The claims do not directly answer the question, but we can infer that an EKOS Observer connector returns a Crate, as it is mentioned in claim 2.\n\nAnswer: A Crate.",
      "evidence_text": "ekos.name = ekos\nekos.kind = Crate\nekos.description = Enterprise Knowledge Operating System — CLI\nekos.path = ekos/crates/cli\n",
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      "planned_query_type": "lexical"
    },
    {
      "id": "arch-018",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1488,
      "output_tokens": 38,
      "cache_hit": false,
      "rss_kb_end": 118312,
      "cpu_time_ms": 700.0,
      "latency_ms": 25948.915359000002,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "REFUSING.\n\nI looked for claims that directly address the question of whether secrets and PII are ever stored in the EKOS ledger, according to the project's own security invariant.",
      "evidence_text": "possible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 1 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos_ledger::merge_stores\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 3 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 6 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 2 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 4 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 5 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): find_owning_file [ekos/crates/recovery/src/llm_description.rs:140]\npossible search match (partial term overlap): SECURITY.md [SECURITY.md]\npossible search match (partial term overlap): SECURITY.md [SECURITY.md]\npossible search match (partial term overlap): secrets\npossible search match (partial term overlap): SECURITY.md: section 4 [SECURITY.md]\npossible search match (partial term overlap): SECURITY.md: section 3 [SECURITY.md]\npossible search match (partial term overlap): SECURITY.md: section 2 [SECURITY.md]\npossible search match (partial term overlap): ekos/crates/ledger/src/partitioned/knowledge_store.rs [ekos/crates/ledger/src/partitioned/knowledge_store.rs]\npossible search match (partial term overlap): ekos::commands::store::open_store\npossible search match (partial term overlap): SECURITY.md: section 1 [SECURITY.md]\npossible search match (partial term overlap): project [ekos/crates/ledger/src/index.rs:263]\n",
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      "planned_query_type": "lexical"
    },
    {
      "id": "arch-019",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1029,
      "output_tokens": 66,
      "cache_hit": false,
      "rss_kb_end": 118228,
      "cpu_time_ms": 6720.0,
      "latency_ms": 29036.643126000003,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN001: evidence set truncated to 60 items — 33 dropped",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: EKOS calls the typed, intermediate representation that knowledge-recovery passes produce, before the semantic compiler turns it into the Canonical Knowledge Model, \"Canonical Knowledge Model\".\n\nThis answer is supported by claim 12: \"ekos-compiler-core — dependency of ekos\".",
      "evidence_text": "ekos-semantic — dependency of ekos\nekos-distributed — dependency of ekos\nekos-common — dependency of ekos\nwalkdir — dependency of ekos\nekos-plugin-git — dependency of ekos\nekos-plugin-pentaho — dependency of ekos\nekos-marketing — dependency of ekos\nekos-plugin-file — dependency of ekos\nekos-segment-backend — dependency of ekos\nekos-cluster — dependency of ekos\nekos-docs-gen — dependency of ekos\nekos-compiler-core — dependency of ekos\nekos-plugin-rust — dependency of ekos\ndotenvy — dependency of ekos\nekos-runtime — dependency of ekos\nserde — dependency of ekos\nekos-plugin-elixir — dependency of ekos\nekos-plugin-clickhouse — dependency of ekos\ntracing — dependency of ekos\nekos-dbt-gen — dependency of ekos\nekos-simulation — dependency of ekos\nekos-recovery — dependency of ekos\nclap — dependency of ekos\nekos-plugin-localdocs — dependency of ekos\nekos-plugin-crypto — dependency of ekos\nserde_json — dependency of ekos\ntoml — dependency of ekos\nekos-plugin-confluence — dependency of ekos\nuuid — dependency of ekos\nekos-plugin-github — dependency of ekos\nekos-plugin-javascript — dependency of ekos\nserde_yaml — dependency of ekos\nekos-observation-sdk — dependency of ekos\nekos-plugin-python — dependency of ekos\nekos-ledger — dependency of ekos\nekos-identity — dependency of ekos\ntracing-subscriber — dependency of ekos\nekos-ekl — dependency of ekos\nekos-clickhouse-query — dependency of ekos\nchrono — dependency of ekos\ntokio — dependency of ekos\nekos-kir — dependency of ekos\nekos-artifact — dependency of ekos\nanyhow — dependency of ekos\nthiserror — dependency of ekos\nasync-trait — dependency of ekos\nfutures — dependency of ekos\nsha2 — dependency of ekos\nregex — dependency of ekos\nhex — dependency of ekos\nzstd — dependency of ekos\nglob — dependency of ekos\nhmac — dependency of ekos\nsha1 — dependency of ekos\nrand — dependency of ekos\nreqwest — dependency of ekos\nbase64 — dependency of ekos\npercent-encoding — dependency of ekos\nobject_store — dependency of ekos\nurl — dependency of ekos\n",
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      "planned_query_type": "structural"
    },
    {
      "id": "arch-020",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1465,
      "output_tokens": 252,
      "cache_hit": false,
      "rss_kb_end": 94800,
      "cpu_time_ms": 800.0,
      "latency_ms": 60887.249614,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answering.\n\nThe claims suggest that the EKOS ledger is designed to be append-only, which means that once an object has been written, it cannot be deleted. This is supported by claims 1, 4, and 5, which mention the `append_object` method without any indication of deletion capabilities.\n\nHowever, claim 20 mentions a `delete` command in the CLI, which could potentially delete objects from the ledger. However, this claim does not provide direct evidence that the EKOS ledger allows deleting objects once they have been written.\n\nTherefore, based on the available claims, it can be concluded that the append-only design of the EKOS ledger does not allow an object to be deleted once it has been written. However, there is a possibility that some external mechanism or command might exist for deletion, which is not supported by the provided evidence.",
      "evidence_text": "possible search match (partial term overlap): Ledger::append_object [ekos/crates/ledger/src/lib.rs:561]\npossible search match (partial term overlap): append_relationship_once [ekos/crates/simulation/src/forum.rs:50]\npossible search match (partial term overlap): append_only_warning [web/api/app/config_io.py:110]\npossible search match (partial term overlap): Ledger::append [ekos/crates/ledger/src/lib.rs:548]\npossible search match (partial term overlap): PartitionedLedger::append_object [ekos/crates/ledger/src/partitioned/mod.rs:913]\npossible search match (partial term overlap): FactLedger::append_object [ekos/crates/ledger/src/fact_ledger.rs:488]\npossible search match (partial term overlap): DistributedLedger::append_object [ekos/crates/distributed/src/gateway.rs:457]\npossible search match (partial term overlap): PartitionedLedger::append_object [ekos/crates/ledger/src/partitioned/knowledge_store.rs:18]\npossible search match (partial term overlap): Ledger::append_versioned [ekos/crates/ledger/src/lib.rs:500]\npossible search match (partial term overlap): Ledger::append_relationship [ekos/crates/ledger/src/lib.rs:628]\npossible search match (partial term overlap): Ledger::append_evidence [ekos/crates/ledger/src/lib.rs:602]\npossible search match (partial term overlap): Ledger::append_event [ekos/crates/ledger/src/lib.rs:614]\npossible search match (partial term overlap): draft_once [ekos/crates/marketing/src/tweet.rs:101]\npossible search match (partial term overlap): Ledger::object_count [ekos/crates/ledger/src/lib.rs:1077]\npossible search match (partial term overlap): Ledger::object_history [ekos/crates/ledger/src/lib.rs:905]\npossible search match (partial term overlap): Ledger::all_objects [ekos/crates/ledger/src/lib.rs:679]\npossible search match (partial term overlap): Ledger::get_object [ekos/crates/ledger/src/lib.rs:660]\npossible search match (partial term overlap): Ledger::find_objects [ekos/crates/ledger/src/lib.rs:984]\npossible search match (partial term overlap): Ledger::object_at [ekos/crates/ledger/src/lib.rs:774]\npossible search match (partial term overlap): delete [ekos/crates/cli/src/commands/branch.rs:104]\n",
      "evidence_refs": [
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        "f92c42cd-96e2-5b55-8bc1-2184a7ea22d5",
        "5c819f15-17bf-551a-b6ed-0af5e6d43eaa",
        "d640b0e7-cfd1-5693-8c96-022d84598df3",
        "bc4b77e9-6e8d-54b0-aa9a-8fc066a535b3",
        "00beea88-f9ec-5c1b-88bb-7bc1fedb8fa8",
        "619195b7-13c5-595b-9576-105aed9fa7d7",
        "5a2aa7e2-7e1a-5337-b158-13260543d72a",
        "0ec736d0-c43d-5712-97af-04fdaae8a248",
        "0f40d4c6-e61e-5823-888b-1d2fe90124dc",
        "3f2c0201-7313-500d-9fb6-4719ccf6f3a4",
        "a8014865-5b94-5bdf-8859-49cba511342f",
        "4027c5d8-c974-5326-9b39-13258687b776",
        "c352e1cc-fe85-522d-a37c-15d5e9e2dde4",
        "9f435a23-aede-5780-95c0-7b5ea00192c7",
        "82ecd549-d147-504b-b6b4-f0f48bd698e8",
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "e81b9599-4815-5ea9-bf5d-1df869808506",
        "e2c87a3a-833f-56f7-a5fe-63ca5a4b11c0",
        "be04f2de-96c2-50ae-8ab4-97fdc406b06c",
        "f7d81662-4a68-583a-9c0b-7f81bbe9527b",
        "7b33916f-1373-56cf-a40a-57351d553050",
        "343324c6-bed2-5ed6-8e0b-bdc227b8a0bf",
        "a33eb7a9-443d-5e87-8f77-b0c0364811bb"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-001",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": 1.0,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1371,
      "output_tokens": 63,
      "cache_hit": false,
      "rss_kb_end": 79532,
      "cpu_time_ms": 840.0,
      "latency_ms": 28560.337223000002,
      "error": null,
      "attribution": "passed",
      "answer": "Answer: The function that parses SQL DDL into structural form inside sql_analyzer is `sql_analyzer::parse_ddl_structural`.\n\nCiting:",
      "evidence_text": "search match: sql_analyzer::parse_ddl_structural\npossible search match (partial term overlap): parse_ddl_structural [ekos/crates/recovery/src/sql_analyzer.rs:200]\npossible search match (partial term overlap): ekos_recovery::parse_ddl_structural\npossible search match (partial term overlap): sql_transform_analyzer::parse_sql_to_transform_graphs\nsearch match: benchmark/benches/sql_analyzer.rs [benchmark/benches/sql_analyzer.rs]\npossible search match (partial term overlap): sql_analyzer::SqlAnalyzerPass\npossible search match (partial term overlap): bench_sql_analyzer [benchmark/benches/sql_analyzer.rs:7]\npossible search match (partial term overlap): sql_transform_analyzer::SqlTransformStats\npossible search match (partial term overlap): sql_transform_analyzer::SqlTransformAnalyzerPass\npossible search match (partial term overlap): parse_sql_statement_by_statement [ekos/crates/recovery/src/sql_transform_analyzer.rs:304]\npossible search match (partial term overlap): parse_sql_to_transform_graphs [ekos/crates/recovery/src/sql_transform_analyzer.rs:204]\npossible search match (partial term overlap): structural_score [ekos/crates/identity/src/lib.rs:455]\nsearch match: ekos/crates/recovery/src/sql_analyzer.rs [ekos/crates/recovery/src/sql_analyzer.rs]\npossible search match (partial term overlap): handle_function [ekos/crates/recovery/src/javascript_analyzer.rs:416]\nsearch match: ekos/crates/recovery/src/sql_transform_analyzer.rs [ekos/crates/recovery/src/sql_transform_analyzer.rs]\npossible search match (partial term overlap): is_structurally_keyed [ekos/crates/kir/src/custom_kinds.rs:158]\npossible search match (partial term overlap): function_to_graph [ekos/crates/recovery/src/sql_transform_analyzer.rs:650]\npossible search match (partial term overlap): sqlparser::ast::Function\npossible search match (partial term overlap): as_aggregate_function [ekos/crates/recovery/src/sql_transform_analyzer.rs:547]\npossible search match (partial term overlap): function_body_text [ekos/crates/recovery/src/sql_transform_analyzer.rs:734]\nsplit_once_any_dash — related to parse [ekos/crates/marketing/src/devlog.rs:93]\nextract_section — related to parse [ekos/crates/marketing/src/devlog.rs:106]\nekos/crates/marketing/src/devlog.rs — related to parse [ekos/crates/marketing/src/devlog.rs]\n",
      "evidence_refs": [
        "b801cf1e-9f59-4706-bae9-6467f6700b82"
      ],
      "retrieved_ids": [
        "583916d7-b3db-54b5-a200-eef2d4d89d6e",
        "627d6f75-f3e8-5277-8b29-ff55036731c3",
        "99865dc4-1d07-5fc4-975b-15bc8390d6c3",
        "d40b8a1c-8672-5923-ad4d-38ad94bf97a8",
        "9f24ed23-7bfa-5f21-b42c-4937fbd2de4d",
        "161a08f7-746d-5aa5-9768-0c76c1409f57",
        "3a8e4dcf-850c-55ae-acfa-308b3c45b635",
        "d7ee4a21-d05c-5730-860c-011c081943ec",
        "53467467-74d3-5397-83e6-bccea32c7b45",
        "5496bf59-6cfe-5208-8e5c-2ac011f7f9d8",
        "fbbf8304-b139-51e0-bbeb-a3ae80044130",
        "cd768c5e-1640-51c3-b6ec-cb7ac78ade6d",
        "987e3fbb-31ec-576d-b794-7e801336e8c8",
        "45785f20-21e0-5b64-9864-611d05aa98b7",
        "3b2bfeeb-170c-5b85-b14f-abf7faff65a1",
        "31b9f344-777f-5d35-b05d-39e268cf39ae",
        "bf4371bd-7cee-54d1-9457-06a1079a38cf",
        "0b1a9af0-74f4-5d70-835f-23ffbdfacd32",
        "5f575d34-9287-5ba9-b81a-30f2e77ea92b",
        "ca326423-f662-5267-86b4-e5c13edbb31e",
        "5c0d9ce3-4f60-5d33-b875-b7856af06102",
        "3bcc3313-1381-5eb7-8acc-c9d69f6ed006",
        "d3bdfe77-ff50-52a0-9427-0d3e67c8da7c",
        "4e72bdcb-4b1b-587c-8d75-4bc3fcff1824",
        "b89f00a3-de89-5fbc-b987-d2e74a552fcd",
        "368e467e-b883-5a5d-94a8-c24638a66ed1",
        "ff079ea5-acaa-573a-bee0-c64674808f87",
        "1e59c0c8-82fa-575e-a541-75070ac5cce1",
        "a1f7b69f-c471-5324-bb3c-0b2ee13de74b",
        "ff9a3a7c-0610-5442-ac0b-210e45700aad",
        "05ad9d89-d39c-5316-b413-2903b6b557db",
        "15989d49-59f8-564e-a77d-c90d2d87c80b",
        "920f4203-48d4-5079-a5ee-41b212c4858c",
        "109be45b-94a0-5ab2-9096-efe83c13178a",
        "001696e1-9479-5c36-ae53-08898760049d",
        "dd561724-bbf8-5987-9e3e-ac6f73252fff",
        "868b2e79-d284-51f5-b5e8-2212006ed262",
        "6942d619-0d75-565a-9543-feefd080c741",
        "8dee6d61-55a2-5a1a-b084-413f35e955f5",
        "b5af837b-447b-5d07-a38b-2f8213495087",
        "22763c06-3e82-5e92-a9f4-5bc038782bff",
        "4635063b-44e9-5cfb-97e8-4e39451ffe73",
        "d122a8ab-8f41-5534-a69a-70dfbf3b246b",
        "11ff3b01-0a03-521d-b294-b8fe9e1b8b87",
        "926c4fd1-572a-5617-a23b-a879c428be9b",
        "d58db168-d6e2-531a-9826-7c5217f0d76b",
        "de77afa1-ce40-510c-8f37-2b67e06d4204",
        "2b43a984-b4e6-5c31-b923-5b0c0f1683bf",
        "0665c0a0-3179-5dac-89cc-e964bd7ae601",
        "c82a5721-7995-59e8-a49b-21ed48421d71"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-002",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": 1.0,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 678,
      "output_tokens": 94,
      "cache_hit": false,
      "rss_kb_end": 117596,
      "cpu_time_ms": 100.0,
      "latency_ms": 22175.169269,
      "error": null,
      "attribution": "retrieval",
      "answer": "Insufficient evidence.\nI looked for a claim that describes the function responsible for building the LlmProvider.\n\nThe provided claims do not mention the specific function responsible for choosing between Anthropic, OpenAI, and Ollama. They only describe the LlmProvider struct itself, its properties, and its source location.",
      "evidence_text": "LlmProvider.name = LlmProvider [ekos/crates/recovery/src/llm.rs:69]\nLlmProvider.kind = RustSymbol [ekos/crates/recovery/src/llm.rs:69]\nLlmProvider.description = Provider-agnostic interface for LLM completions.  # Contract (RFC 0008) - Every implementation MUST send `temperature: 0`. - Every implementation MUST include the model name in the cache key. - Structured (JSON) output is expected; callers reject free-text responses. [ekos/crates/recovery/src/llm.rs:69]\nLlmProvider.source_span = {\"end_line\":113,\"start_line\":69} [ekos/crates/recovery/src/llm.rs:69]\nLlmProvider.symbol_kind = trait [ekos/crates/recovery/src/llm.rs:69]\n",
      "evidence_refs": [
        "c7882c6d-5245-44a6-aafd-6bd790de5412"
      ],
      "retrieved_ids": [
        "a83c0280-990b-556c-b375-0073c876d6af",
        "969405ac-7662-56fa-8941-e8c7a8996c38",
        "b01f4b48-503f-58b0-9150-5c3747d9200e",
        "2128a4f3-2ce7-5853-b89d-97dbf0512b0f",
        "81acf5eb-ac0d-5f0f-bf79-34e852525dba",
        "26a60af4-2ca7-5668-b88a-0c91ef7b8ee2",
        "7d87884f-8550-5f2e-99ce-d792b1a3aedf",
        "4e00ba45-3f6a-5701-9ffa-2c01779f5c75",
        "dc425943-9035-53c5-9aef-91cb18162441",
        "f698140e-a910-5fa7-92f4-036d6731cd85",
        "824776cf-1030-5c02-acf6-961e14b329e1",
        "e25e2683-0aaa-5c31-be81-60bb65c2b911",
        "716498c1-f304-5556-8864-fd77e5be4ccf",
        "06805ac4-ea88-5185-8988-680f6e246adb",
        "e9f6c656-18e6-51d4-a612-415a39136d77",
        "ad5ff481-0a53-5d17-ad67-4ea5abc38211",
        "a4b5ca89-f206-5315-9b48-242bee5f5f3e",
        "952b3eaf-406f-5c22-b538-f5c2d5fbe2f9",
        "b497f6e4-b02d-5d01-986d-60d1d9bbbfb7",
        "fae1474c-5f8a-5463-92d2-07cf8bf7a9ad",
        "2b1d458b-2cbb-5b8a-9932-9c15c981a99e",
        "3eb9eeea-08e9-53ea-9ba5-f2dde1b5987a",
        "e8aa469a-a862-544c-8b58-a4fe53e92b87",
        "d3a5247e-e2ff-51e1-aa45-7da95c1d25e3",
        "35d66bca-9810-586e-ab21-06379463afaf",
        "77b92160-76ff-5c3a-8f00-af178a6f9c89",
        "33f8e8d4-78a2-55a9-8e2e-3b9dcf38f97c",
        "76ce9a1f-54d6-5340-9f0b-29691a4b3252",
        "cec7b6ff-d268-5496-a16f-c9bd8dd4bbc2",
        "deedde2c-6e1b-58b4-a594-0ccffed4591e",
        "6b0b4ba9-ddbd-5e6f-8606-479579ed8547",
        "ff079ea5-acaa-573a-bee0-c64674808f87",
        "0e7c2703-ef93-5032-ae92-9e22c2b22a8a",
        "6c849d64-25f5-5847-817c-5d96d2541f83",
        "ba47c906-98aa-549f-86ae-ee6103362f06",
        "1179bc96-34ee-5466-adf6-ba015a070ffe",
        "912bedec-b234-52a1-9a63-5c07df0971eb",
        "e7e75efa-39cb-5182-b056-2fd16dfdc739",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "8381b3cf-b4ab-5e24-b223-25b1e3647ee2",
        "3c285316-0d6d-57c0-a3e3-b0bf8da8a06e",
        "fb4a63c1-3690-5bee-b424-6e26e9a46525",
        "10d67e5a-c754-5199-915e-23349038a6f5",
        "78b3564f-8a44-55ae-bf35-c94ad61660b1",
        "5a57188e-5640-5c40-8eb9-08eda1c1a388",
        "a2dbec2a-9c4a-517a-9cc0-1107daa41b02",
        "0ac287c3-3b30-59c8-870a-4ba97857d319",
        "cb08bf13-3812-5cf0-b94a-30254f9d3c6f",
        "260a34db-f775-5c88-b53a-f97a529cc60a",
        "83096480-2d74-594d-820b-ada857c0cd8b"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "code-003",
      "passed": false,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": 0.0,
      "input_tokens": 1577,
      "output_tokens": 258,
      "cache_hit": false,
      "rss_kb_end": 117364,
      "cpu_time_ms": 1030.0,
      "latency_ms": 65704.91377700001,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "ANSWERING.\n\nThe claims show that `sql_analyzer::SqlAnalyzerPass` is a part of the SQL analyzer pass in the recovery crate. It is mentioned in claim 2, which references the file `ekos/crates/recovery/src/sql_analyzer.rs`. This suggests that `SqlAnalyzerPass` is a component of the SQL analysis process.\n\nThe claims also mention various other files and modules related to SQL dialects, such as `sql_transform_analyzer.rs`, `clickhouse_analyzer.rs`, and plugins for different SQL dialects (e.g., MSSQL, Databricks, Snowflake, Postgres). These references suggest that `SqlAnalyzerPass` is part of a larger system for analyzing and transforming SQL queries.\n\nWhile the claims do not provide a detailed description of what `SqlAnalyzerPass` does, they establish its connection to the SQL analysis process and its place within the recovery crate. Therefore, I will assemble an answer based on these claims:\n\nThe `sql_analyzer::SqlAnalyzerPass` is a component of the SQL analyzer pass in the recovery crate, responsible for analyzing and transforming SQL queries.\n\nCITED EVIDENCE:\n[\"946fb0f8-b40c-51cf-908a-08d84eb2921a\"]",
      "evidence_text": "search match: sql_analyzer::SqlAnalyzerPass\nsearch match: ekos/crates/recovery/src/sql_analyzer.rs [ekos/crates/recovery/src/sql_analyzer.rs]\nsearch match: ekos/crates/recovery/src/sql_transform_analyzer.rs [ekos/crates/recovery/src/sql_transform_analyzer.rs]\nsearch match: ekos/crates/recovery/src/clickhouse_analyzer.rs [ekos/crates/recovery/src/clickhouse_analyzer.rs]\nsearch match: ekos/docs/rfcs/0031-pluggable-sql-dialects.md [ekos/docs/rfcs/0031-pluggable-sql-dialects.md]\nsearch match: ekos/docs/rfcs/0031-pluggable-sql-dialects.md [ekos/docs/rfcs/0031-pluggable-sql-dialects.md]\nsearch match: ekos/plugins/sql-dialect-mssql/src/lib.rs [ekos/plugins/sql-dialect-mssql/src/lib.rs]\nsearch match: ekos/plugins/sql-dialect-databricks/src/lib.rs [ekos/plugins/sql-dialect-databricks/src/lib.rs]\nsearch match: ekos/plugins/sql-dialect-snowflake/src/lib.rs [ekos/plugins/sql-dialect-snowflake/src/lib.rs]\nsearch match: ekos/plugins/sql-dialect-postgres/src/lib.rs [ekos/plugins/sql-dialect-postgres/src/lib.rs]\nsearch match: ekos/docs/rfcs/0031-pluggable-sql-dialects.md: section 1 [ekos/docs/rfcs/0031-pluggable-sql-dialects.md]\nsearch match: ekos/docs/rfcs/0039-sql-pentaho-phase1-gaps.md: section 1 [ekos/docs/rfcs/0039-sql-pentaho-phase1-gaps.md]\nsearch match: ekos/docs/rfcs/0039-sql-pentaho-phase1-gaps.md: section 2 [ekos/docs/rfcs/0039-sql-pentaho-phase1-gaps.md]\nsearch match: ekos/docs/rfcs/0139-answer-quality.md: section 9 [ekos/docs/rfcs/0139-answer-quality.md]\nsearch match: devlogs/devlog_32.md: section 1 [devlogs/devlog_32.md]\nsearch match: ekos/docs/rfcs/0059-postgres-sequence-and-ddl-preprocessing.md: section 1 [ekos/docs/rfcs/0059-postgres-sequence-and-ddl-preprocessing.md]\nsearch match: devlogs/devlog_2.md: section 3 [devlogs/devlog_2.md]\nsearch match: ekos/docs/rfcs/0027-unified-transformation-semantics.md: section 2 [ekos/docs/rfcs/0027-unified-transformation-semantics.md]\nsearch match: TODO.md: section 46 [TODO.md]\nsearch match: TODO.md: section 169 [TODO.md]\nekos/crates/recovery/src/sql_analyzer.rs — related to SqlAnalyzerPass [ekos/crates/recovery/src/sql_analyzer.rs]\n",
      "retrieved_ids": [
        "161a08f7-746d-5aa5-9768-0c76c1409f57",
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        "823e2fdd-8a34-513a-84e3-9675bbea749f",
        "455cf020-190d-53ec-9700-97a65a9a5656",
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        "f5d7bb96-5d6e-5fab-8f23-62fcda7f7e19",
        "5158b69f-cbcb-5b6e-bb02-322612281acb",
        "bad899ac-d11d-5e18-8330-bb7c6039e123",
        "4ef63b23-ef9f-54c0-a442-1753da2951bb",
        "d122a8ab-8f41-5534-a69a-70dfbf3b246b",
        "11ff3b01-0a03-521d-b294-b8fe9e1b8b87",
        "c59f040e-79f2-52ac-86f5-a2484a89b01f",
        "e03746a2-2ca7-57cf-abcf-b40da11fd1d4",
        "0417a4c7-1d0b-52f5-b2de-f52571e9dc2b",
        "4635063b-44e9-5cfb-97e8-4e39451ffe73",
        "b62c3fdb-44ac-5904-bd76-dcaacd469076",
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        "289f1679-39a4-5621-adba-bd7f541a1851",
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        "e16fa419-f6eb-5f59-9ce9-3aff4409cdeb",
        "2c32907d-b800-5013-a3f8-1bc56ca1051b",
        "18f5965f-a38a-55a1-a11b-41c4bf1231e6",
        "f662f818-7a5a-5b40-b8dd-7633ba4c0205",
        "995df50a-b222-5596-a3b1-29128eb9789e",
        "755ff295-2f4a-5609-8486-a738041b4522",
        "96b500be-bbcf-551b-ae14-4a8a234ed58d",
        "67d7473a-ac10-5903-8ecf-6037164d72d3",
        "18431e1a-bdc6-5b9e-87ae-8e96849e0738",
        "5a5bc0d4-02c4-5ab9-a4b2-d7a5f29a7d23",
        "0cbdf3d5-70d6-5d07-bb67-3c6ecf5f9566",
        "79c5b236-8179-59fe-b9c4-324a6c01719f",
        "edda48c1-32ee-5f34-bbf8-dc7602e8e576",
        "70820009-f2cb-5508-922b-a78048490243",
        "671b3aee-614e-5997-8763-12c0b095ea0e",
        "b42269d1-78e7-598b-b43a-057022d68008",
        "8bd0c558-465b-5826-be95-09803286e3e5",
        "54b4fee7-53ad-5c39-9cfb-3a167fd006a5",
        "3c8880d1-bc8c-5c3d-98a7-95107c2601e3",
        "133b60d9-fdf1-564d-8d74-6dda6217b9d4",
        "db5140ff-0b8d-53b0-9ea5-2dd2b90eb362",
        "40d1ba15-65bd-57b0-82e1-4e294990a812",
        "56355ecb-dc9e-54c6-888e-054386b959d4",
        "fd12d427-56ed-584d-9a02-5c648850b2b9",
        "1efd9423-6467-52d2-8099-2852e352636d"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-004",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1342,
      "output_tokens": 105,
      "cache_hit": false,
      "rss_kb_end": 43504,
      "cpu_time_ms": 890.0,
      "latency_ms": 37306.663249000005,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answering.\n\nThe EKOS Cargo workspace targets Rust edition 2021, as shown in claim 20: \"ekos/plugins/elixir/Cargo.toml [ekos/plugins/elixir/Cargo.toml] (evidence d2da2842-bb65-54b5-878b-55c06f250a73)\".",
      "evidence_text": "search match: ekos/plugins/rust/Cargo.toml [ekos/plugins/rust/Cargo.toml]\nsearch match: ekos/Cargo.lock [ekos/Cargo.lock]\npossible search match (partial term overlap): ekos-plugin-rust\npossible search match (partial term overlap): ekos/plugins/rust\npossible search match (partial term overlap): ekos/Cargo.toml [ekos/Cargo.toml]\npossible search match (partial term overlap): extract_dependency_target [ekos/crates/recovery/src/elixir_analyzer.rs:738]\npossible search match (partial term overlap): Action::with_target [ekos/crates/simulation/src/action.rs:117]\npossible search match (partial term overlap): run_targeted_reasoning [ekos/crates/cli/src/commands/architecture.rs:155]\npossible search match (partial term overlap): find_fk_target [ekos/crates/recovery/src/python_analyzer.rs:432]\npossible search match (partial term overlap): ActionKind::requires_target [ekos/crates/simulation/src/action.rs:51]\npossible search match (partial term overlap): ekos/crates/ledger/Cargo.toml [ekos/crates/ledger/Cargo.toml]\nsearch match: ekos/crates/ekl/Cargo.toml [ekos/crates/ekl/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/scheduler/Cargo.toml [ekos/crates/scheduler/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/identity/Cargo.toml [ekos/crates/identity/Cargo.toml]\nsearch match: ekos/crates/kir/Cargo.toml [ekos/crates/kir/Cargo.toml]\nsearch match: ekos/plugins/git/Cargo.toml [ekos/plugins/git/Cargo.toml]\nsearch match: ekos/crates/runtime/Cargo.toml [ekos/crates/runtime/Cargo.toml]\nsearch match: ekos/crates/common/Cargo.toml [ekos/crates/common/Cargo.toml]\nsearch match: ekos/plugins/file/Cargo.toml [ekos/plugins/file/Cargo.toml]\nsearch match: ekos/plugins/elixir/Cargo.toml [ekos/plugins/elixir/Cargo.toml]\n",
      "evidence_refs": [
        "d2da2842-bb65-54b5-878b-55c06f250a73"
      ],
      "retrieved_ids": [
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        "7a0b0b3f-be96-554e-8987-26b3d22ddc2d",
        "ab48cde6-37d7-5240-88f8-946454f0d137",
        "4d7a948e-bacd-555b-a928-ab1257668aee",
        "ad44819f-e6f2-56c6-898d-e332eba0fb03",
        "2cbb745c-00cd-5424-b26c-699cc1cb0f3b",
        "8b9eb490-6a08-58e9-befd-b0e776eca5df",
        "3bf69319-bbfa-5ba9-a23e-df3ec538df3c",
        "2d28b82a-a6d7-5c8c-9ba6-21b96be7ba66",
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        "b91b6309-f3db-56cd-80d1-d1d38239ed70",
        "8df8e217-a1e6-5860-8fd8-842bde22ab17",
        "1918daf0-2011-544a-b34b-d765fd1508c8",
        "039ee6a5-dc52-5cf5-aaac-21bb61c008ee",
        "17e350f6-b618-5531-902b-b7205f8cdb60",
        "c0ff2e6c-7e2f-5107-a5be-197e2c66ecef",
        "20a4d155-8fd5-5fd9-94a0-6540ae324611",
        "bfbd8170-65bf-562d-89a5-30fbb05ce516",
        "1a06302f-f373-5d4e-9592-3d99844910e8",
        "695ff876-2df6-5150-8468-c4ce01d48c15"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-005",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1341,
      "output_tokens": 92,
      "cache_hit": false,
      "rss_kb_end": 33752,
      "cpu_time_ms": 800.0,
      "latency_ms": 33508.751802,
      "error": null,
      "attribution": "passed",
      "answer": "Answer: The query planning logic that turns a natural-language question into a QueryPlan is implemented in the `reason` module of the `ekos/crates/runtime` crate.\n\nCiting:",
      "evidence_text": "possible search match (partial term overlap): crate::reason::plan_question\npossible search match (partial term overlap): plan_question [ekos/crates/runtime/src/reason.rs:613]\npossible search match (partial term overlap): crate::reason::QueryPlan\npossible search match (partial term overlap): QueryPlan [ekos/crates/runtime/src/reason.rs:75]\npossible search match (partial term overlap): ekos_runtime::reason::plan_question\npossible search match (partial term overlap): crate::ai::QUESTION_STOPWORDS\npossible search match (partial term overlap): reason::QueryPlan\npossible search match (partial term overlap): current_module [ekos/crates/recovery/src/elixir_analyzer.rs:248]\npossible search match (partial term overlap): ekos/crates/clickhouse-query\npossible search match (partial term overlap): answer_question [ekos/crates/demo-server/src/ask.rs:32]\npossible search match (partial term overlap): extract_module_name [ekos/crates/recovery/src/elixir_analyzer.rs:595]\npossible search match (partial term overlap): DescriptionScope::wants_modules [ekos/crates/recovery/src/llm_description.rs:62]\npossible search match (partial term overlap): build_module_prompt [ekos/crates/recovery/src/llm_description.rs:177]\npossible search match (partial term overlap): ekos/docs/rfcs/0123-reason-query-plan.md [ekos/docs/rfcs/0123-reason-query-plan.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0123-reason-query-plan.md [ekos/docs/rfcs/0123-reason-query-plan.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0123-reason-query-plan.md: section 1 [ekos/docs/rfcs/0123-reason-query-plan.md]\npossible search match (partial term overlap): ekos/crates/clickhouse-query/src/audit.rs [ekos/crates/clickhouse-query/src/audit.rs]\npossible search match (partial term overlap): ekos/crates/clickhouse-query/Cargo.toml [ekos/crates/clickhouse-query/Cargo.toml]\npossible search match (partial term overlap): python_module_kir_id [ekos/crates/recovery/src/python_analyzer.rs:283]\npossible search match (partial term overlap): js_module_kir_id [ekos/crates/recovery/src/javascript_analyzer.rs:227]\nekos/crates/runtime/src/reason.rs — related to QueryPlan [ekos/crates/runtime/src/reason.rs]\n",
      "evidence_refs": [
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        "e20017eb-f6d4-4769-be47-da25fc38bdfd"
      ],
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        "bfd44eb8-b3d3-5a93-bf94-aa18eead60b5",
        "bce55b4e-83d0-50e7-8f71-e87c6ab270cd",
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        "d62185f1-db97-54c6-a062-a5929c1b12b2",
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        "36d057e1-9bc2-5c10-8e8d-1f29149f2d63",
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        "e00aac81-ceaa-5301-993d-931c188cf882",
        "eda5fba2-9ae4-5851-af87-f0b38f4d2aea"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-006",
      "passed": false,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": 0.0,
      "groundedness_score": null,
      "trajectory_score": null,
      "input_tokens": null,
      "output_tokens": null,
      "cache_hit": null,
      "rss_kb_end": 34628,
      "cpu_time_ms": 10.0,
      "latency_ms": 9.185599,
      "error": null,
      "attribution": "n/a",
      "retrieved_ids": [
        "cd768c5e-1640-51c3-b6ec-cb7ac78ade6d",
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        "2bb867fa-4221-50f4-b404-38af25e82a51",
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        "51774db4-ca4b-59cb-a6d2-0c283082c568",
        "7e519537-00b8-57bf-bd02-e82a1d8333ad",
        "e40b5181-e19f-58d2-9886-8848d05dc5d5",
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      ]
    },
    {
      "id": "code-007",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 0.5,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 806,
      "output_tokens": 82,
      "cache_hit": false,
      "rss_kb_end": 119140,
      "cpu_time_ms": 640.0,
      "latency_ms": 22174.626651000002,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\nI looked for claims mentioning the `unsafe` keyword and its requirements in CLAUDE.md.\n\nNo answer can be assembled from these claims, as none of them mention the `unsafe` keyword or provide guidance on its use. The file appears to contain general information about the project's status, documentation, and roadmap, but does not address coding rules or the `unsafe` keyword specifically.",
      "evidence_text": "CLAUDE.md.name = CLAUDE.md [CLAUDE.md]\nCLAUDE.md.kind = File [CLAUDE.md]\nCLAUDE.md.artifact_id = 2c356af1cddee536c18a14bb74997d84435e09bd4a76e6e2e3999c8ae8c4a503 [CLAUDE.md]\nCLAUDE.md.excerpt = # CLAUDE.md\n\nThis file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.\n\n## Project Status\n\nEKOS has an implemented Rust (2024 edition) Cargo workspace — this is not a design-phase repo.\nRead `devlogs/devlog_*.md` (numbered chronologically — the highest-numbered file is the latest,\n`devlog_148.md` as of this writing) before starting non-trivial work: they are the project's\nlong-term memory and record what shipped, why, and what was learned. `TODO.md` tracks the\nphase-by-phase roadmap; RFCs are split across two locations for historical reasons, not a\n [CLAUDE.md]\nCLAUDE.md.path = CLAUDE.md [CLAUDE.md]\nCLAUDE.md.size_bytes = 22613 [CLAUDE.md]\n",
      "retrieved_ids": [
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        "bb58055f-7841-534e-b0bc-86189b1184a7",
        "7d69f4f1-f565-5e31-abcb-cf6047b8734c",
        "8af7b2b5-a40f-5e92-b06b-39829e461a7e",
        "9118840b-e021-5af5-8d4d-c529a543c6d0",
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        "7efa420f-0c96-532d-9343-75f3f8a54fcd",
        "d8d4e4a8-6e9d-5b6d-a699-fe2d97a8071c",
        "8af4ee85-e7c9-5344-bd30-c0427dbb89af",
        "bd723a8f-ab2a-53b0-aa57-5c8f8b467d99",
        "276db848-e065-50cd-9954-915ca8cd3e3f",
        "7bf77ef4-6325-54fb-ae8c-6526da086cb0",
        "e777822e-357c-59e0-823e-1d96a00e18e9",
        "353829f9-f9f3-5912-a420-9658b633a5a8",
        "84f3f670-312d-5c72-9ff7-0a09e3f595df",
        "3144bcb8-6269-5a70-9818-06039ab467da",
        "d9d358c1-08d5-552b-be18-98dcb19d09dd",
        "b62c3fdb-44ac-5904-bd76-dcaacd469076",
        "c68ce14b-a760-5e01-8c7b-23f78acd7302",
        "0ffc2e75-f2c0-56f8-ada0-09949d65a9eb",
        "b60eebb1-ab9e-50e7-a550-162f7c6481ec"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "code-008",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 636,
      "output_tokens": 60,
      "cache_hit": false,
      "rss_kb_end": 119152,
      "cpu_time_ms": 130.0,
      "latency_ms": 16178.557952,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN004: KirObject has no \"type\" fact"
      ],
      "answer": "The crate that owns the KirObject, KirRelationship, and KirEvidence type definitions is ekos/crates/kir.",
      "evidence_text": "KirObject.name = KirObject [ekos/crates/kir/src/lib.rs:190]\nKirObject.kind = RustSymbol [ekos/crates/kir/src/lib.rs:190]\nKirObject.description = The identity of a concept in the enterprise (table, entity, service, rule…). [ekos/crates/kir/src/lib.rs:190]\nKirObject.source_span = {\"end_line\":201,\"start_line\":190} [ekos/crates/kir/src/lib.rs:190]\nKirObject.symbol_kind = struct [ekos/crates/kir/src/lib.rs:190]\n",
      "evidence_refs": [
        "e9ba83c3-8f22-4a8c-a9d9-b4f0ac073de3"
      ],
      "retrieved_ids": [
        "078a10d5-8141-5e74-b89d-7120ec1be4f8",
        "acdcb5e6-413e-57b0-bb0b-d519a247e071",
        "888fe357-b804-5d09-8f1e-26c4d5c7a9f3",
        "9da2e9bc-5c40-5dc0-accb-2d8914275fe5",
        "b9db10f5-7e5b-57af-b2ef-f5693b398784",
        "84216060-701f-5eda-ab56-b2c2b4e1c08e",
        "3fdfb3b4-df68-58dc-995b-f6d90e4b08d6",
        "4df0d8fe-c0a0-50e3-bc5b-96547dac29e4",
        "5d82f3c1-9c9a-501b-8527-e3d1a1305aa7",
        "68500468-1708-5dea-ba07-641484d0a488",
        "cd957737-5090-52ce-b6bb-9747733e7559",
        "17b4566a-87c4-59ef-80e1-fa8e4808b3b7",
        "665a7287-e7d7-5668-b61b-75b73ea62707",
        "7e9142c0-df4b-5483-a023-116d571f4a52",
        "8bfbda90-3848-539f-bfdd-932ad7f515ae",
        "8041cbbf-8aa9-5a24-9a77-03d904ecdd97",
        "e44def5d-7d3a-55b4-b026-c7f2664cec51",
        "84add3e7-5caa-502f-bd00-94301bcac26b",
        "2f2577d7-abac-5539-9f6d-db05caceb7d7",
        "3e5a56c5-b9ef-510b-b939-73a0160df17e",
        "6467979a-bda4-542d-af11-0ed8edac940d",
        "47de4d6e-f31c-5894-b4c7-03e40a20cde4",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "0d3b089a-3d02-5f05-b09d-34e6ebb0c2a1",
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        "075168fd-3373-5f30-a5cc-0a92d2fdbb75",
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        "0c893673-e02e-5996-9834-01744627fe26",
        "bfa9f045-6652-502b-a505-e758ac13116a",
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        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
        "94035953-7037-5f1b-8938-6436ebb328e5",
        "cb7e9188-7b13-5964-86bc-33b43b1c60d5",
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "dfcdc7e7-695f-5eb5-8749-7ee0fd5c7bc1",
        "eae4ac26-cc7e-5894-bb48-ba8e457a54e3",
        "36c8952a-66b5-5fad-8de1-97c95abb9791",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "62390eef-c781-5e04-a47c-6dc963202838",
        "ed314200-ca1a-5ecb-a9fd-ebbf22247e64",
        "4e0ee2f3-cbc8-57eb-b68b-eb0b6b1ab0b6",
        "38d0e14e-a1c7-5833-88c8-7477392b4974",
        "69504698-9265-54f9-8b22-3ad848dfe06e",
        "1aeb8461-57b3-5aa9-803a-5e39033e7718",
        "87f077e5-6707-50aa-b5db-e75b99ab8b5b",
        "9c27f3ae-907a-5b9a-af7b-250f660e35ef"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-009",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 1.0,
      "retrieval_recall": 0.0,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1933,
      "output_tokens": 146,
      "cache_hit": false,
      "rss_kb_end": 50144,
      "cpu_time_ms": 3750.0,
      "latency_ms": 59541.693864,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: The function in ekos_common that performs secrets/PII redaction on raw content is not explicitly mentioned in the provided evidence claims.\n\nHowever, claim 3 mentions \"ekos_common::redaction::redact\", which suggests that there might be a function or module named `redact` within the `redaction` module of the `ekos_common` crate. This could potentially perform redaction on raw content.\n\nRefusing to provide a more specific answer as no direct claim mentions the exact function name.\n\nInsufficient evidence.\nLooked for: A direct mention of the function name that performs secrets/PII redaction on raw content in ekos_common.",
      "evidence_text": "search match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nsearch match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos_common::redaction::redact\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 6 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nsearch match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 4 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nsearch match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 1 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 3 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 5 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 2 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos_common::redaction::self\npossible search match (partial term overlap): ekos_common::redaction::RedactionConfig\npossible search match (partial term overlap): ekos/crates/common/src/redaction.rs [ekos/crates/common/src/redaction.rs]\npossible search match (partial term overlap): Concentration risk: ekos_common::redaction::RedactionConfig\npossible search match (partial term overlap): build_redacts_a_fake_secret_from_the_observed_excerpt [ekos/crates/cli/tests/skeleton.rs:145]\npossible search match (partial term overlap): secrets\npossible search match (partial term overlap): handle_function [ekos/crates/recovery/src/javascript_analyzer.rs:416]\npossible search match (partial term overlap): recover_redacts_a_fake_secret_from_a_cicd_workflow_step [ekos/crates/cli/tests/skeleton.rs:216]\npossible search match (partial term overlap): ekos-common\npossible search match (partial term overlap): redact [ekos/crates/common/src/redaction.rs:226]\npossible search match (partial term overlap): content_signature [ekos/crates/ledger/src/lib.rs:36]\nekos-plugin-clickhouse — related to ekos-common\nekos-plugin-file — related to ekos-common\nekos — related to ekos-common\nekos-observation-sdk — related to ekos-common\nekos-plugin-elixir — related to ekos-common\nekos-plugin-sap — related to ekos-common\nuuid — related to ekos-common\nserde_json — related to ekos-common\nekos-compiler-core — related to ekos-common\nekos-plugin-snowflake — related to ekos-common\nthiserror — related to ekos-common\nekos-plugin-confluence — related to ekos-common\nsha2 — related to ekos-common\nekos-plugin-github — related to ekos-common\nekos-ledger — related to ekos-common\nekos-plugin-pentaho — related to ekos-common\nserde — related to ekos-common\nekos-plugin-oracle — related to ekos-common\nekos-plugin-python — related to ekos-common\nConcentration risk: ekos-common — related to ekos-common [ekos/crates/semantic/Cargo.toml]\nekos-artifact — related to ekos-common\nekos-simulation — related to ekos-common\nregex — related to ekos-common\nekos-plugin-localdocs — related to ekos-common\nekos-plugin-rust — related to ekos-common\nekos-plugin-git — related to ekos-common\nekos-runtime — related to ekos-common\nekos-recovery — related to ekos-common\nekos-plugin-crypto — related to ekos-common\nekos-clickhouse-query — related to ekos-common\nhex — related to ekos-common\nekos-semantic — related to ekos-common\nzstd — related to ekos-common\nekos-plugin-salesforce — related to ekos-common\nekos-plugin-javascript — related to ekos-common\nchrono — related to ekos-common\nekos-plugin-fabric — related to ekos-common\nglob — related to ekos-common\nekos-kir — related to ekos-common\n",
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        "9d26867f-9fae-572a-81c8-d8c872532d6d",
        "cd520f21-7572-589e-9c3e-0d882484e351",
        "c996b84f-4896-5de9-b5d9-6630bc9741f6",
        "dcd65419-6da1-57bc-88a3-5f524a97b083",
        "b8531666-0ab1-53ca-bdaf-95cef5e110eb"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-010",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": 1.0,
      "groundedness_score": null,
      "trajectory_score": null,
      "input_tokens": null,
      "output_tokens": null,
      "cache_hit": null,
      "rss_kb_end": 126428,
      "cpu_time_ms": 0.0,
      "latency_ms": 1.60272,
      "error": null,
      "attribution": "n/a",
      "retrieved_ids": [
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        "f908320d-aaa8-525a-9521-e6581d42da30",
        "c4aeec10-37cc-5235-86d7-a9ab8619ef47",
        "cdac712f-456b-54d4-ac54-9449d1844e84",
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        "f46947a3-744f-5aaf-80f4-0306c46a65e1",
        "a91cde94-ce6c-54e7-b66f-505644a2d3f0",
        "29723caf-2f77-5c7b-83da-a8806308e15d",
        "2a07d0ec-bc56-57d6-a5d6-cb71fef61761",
        "67d7473a-ac10-5903-8ecf-6037164d72d3",
        "708b4880-d82d-5467-a566-5fbb031c323e",
        "e4c2bc81-30f6-5db2-8c42-0fa0aa35e937",
        "c8ae28b5-2a5d-59cb-a000-a2b9cdb93358",
        "d8af0c4d-feb7-5f76-88d7-e0ed69f4ac73",
        "9d80e56b-c587-5223-b26a-634d05c8fd56",
        "d3d77143-29b0-546c-94c8-dc858dbe0dec",
        "79f89fe5-b5b9-5865-93d4-8ee611337921",
        "41a36ffc-f23f-5e20-9175-c4c46c04a0b2",
        "526133db-a2e9-5255-a346-09f44519c2f8",
        "fd949798-d2d0-59d4-9cee-aaf12f5228ca",
        "ae2dcbe5-364c-5b39-b003-32e0f78bfa04"
      ]
    },
    {
      "id": "code-011",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1460,
      "output_tokens": 127,
      "cache_hit": false,
      "rss_kb_end": 47248,
      "cpu_time_ms": 680.0,
      "latency_ms": 50469.054096,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answering.\n\nThe claims suggest that ekos_runtime::AiRuntime wraps a struct to answer natural-language questions. Specifically, claim 2 and claim 11 both mention \"ekos_runtime::AiRuntime\", which implies that AiRuntime is the struct being wrapped.\n\nHowever, it's worth noting that the claims do not explicitly state what type of struct AiRuntime wraps. Therefore, our answer will be partial, as we cannot determine the exact type of struct without further information.\n\nThe supported answer is: ekos_runtime::AiRuntime wraps a struct to answer natural-language questions.",
      "evidence_text": "possible search match (partial term overlap): answer_question [ekos/crates/demo-server/src/ask.rs:32]\npossible search match (partial term overlap): ekos_runtime::AiRuntime\npossible search match (partial term overlap): AiRuntime::search_for_question [ekos/crates/runtime/src/ai.rs:471]\npossible search match (partial term overlap): ekos_runtime::reason::plan_question\npossible search match (partial term overlap): Concentration risk: ekos_runtime::AiRuntime\npossible search match (partial term overlap): ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md [ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md [ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md: section 5 [ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md]\npossible search match (partial term overlap): wrap_layer_into_rows [ekos/crates/docs-gen/src/lib.rs:1671]\npossible search match (partial term overlap): ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md: section 3 [ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md]\npossible search match (partial term overlap): AiRuntime [ekos/crates/runtime/src/ai.rs:167]\npossible search match (partial term overlap): ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md: section 1 [ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md: section 2 [ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md]\npossible search match (partial term overlap): ekos_runtime::Runtime\npossible search match (partial term overlap): ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md: section 4 [ekos/docs/rfcs/0061-ai-runtime-question-keyword-extraction.md]\npossible search match (partial term overlap): plan_question [ekos/crates/runtime/src/reason.rs:613]\npossible search match (partial term overlap): AiRuntime::ask [ekos/crates/runtime/src/ai.rs:192]\npossible search match (partial term overlap): AiRuntime::reason [ekos/crates/runtime/src/ai.rs:266]\npossible search match (partial term overlap): AiRuntime::new [ekos/crates/runtime/src/ai.rs:180]\npossible search match (partial term overlap): AiRuntime::plan [ekos/crates/runtime/src/ai.rs:247]\n",
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    },
    {
      "id": "code-012",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1196,
      "output_tokens": 123,
      "cache_hit": false,
      "rss_kb_end": 35872,
      "cpu_time_ms": 2480.0,
      "latency_ms": 37705.023478,
      "error": null,
      "attribution": "passed",
      "answer": "Answer: The crate that implements the dbt-model code generator that renders the Transformation IR into executable SQL is not explicitly stated in the provided evidence claims. However, claim 10 mentions \"dbt-gen\" which seems to be related to the dbt-model code generator.\n\nAssembled answer: The dbt-gen crate might be involved in rendering the Transformation IR into executable SQL, but this is not directly confirmed by the available evidence.\n\nCITED EVIDENCE:",
      "evidence_text": "possible search match (partial term overlap): render_dbt_model [ekos/crates/dbt-gen/src/lib.rs:164]\nsearch match: docs/presentations/dbt-transformation.html [docs/presentations/dbt-transformation.html]\npossible search match (partial term overlap): ekos/crates/semantic/src/transform_ir.rs [ekos/crates/semantic/src/transform_ir.rs]\npossible search match (partial term overlap): docs/presentations/dbt-transformation.html [docs/presentations/dbt-transformation.html]\npossible search match (partial term overlap): dbt_model_name [ekos/crates/dbt-gen/src/lib.rs:50]\npossible search match (partial term overlap): crate::reason::execute\nsearch match: docs/presentations/dbt-transformation.html: section 1 [docs/presentations/dbt-transformation.html]\npossible search match (partial term overlap): ekos/crates/recovery/src/sql_transform_analyzer.rs [ekos/crates/recovery/src/sql_transform_analyzer.rs]\npossible search match (partial term overlap): sql_transform_analyzer::parse_sql_to_transform_graphs\nsearch match: ekos/crates/dbt-gen/Cargo.toml [ekos/crates/dbt-gen/Cargo.toml]\npossible search match (partial term overlap): docs/presentations/dbt-transformation.html: section 4 [docs/presentations/dbt-transformation.html]\npossible search match (partial term overlap): ekos_semantic::transform_ir::TransformGraph\npossible search match (partial term overlap): ekos_semantic::transform_ir::JoinKind\npossible search match (partial term overlap): ekos_semantic::transform_ir::TransformNode\npossible search match (partial term overlap): ekos_semantic::transform_ir::NodeId\npossible search match (partial term overlap): ekos_semantic::transform_ir::AggExpr\npossible search match (partial term overlap): ekos_semantic::transform_ir::TransformOrigin\nsearch match: ekos/crates/cli/src/commands/dbt.rs [ekos/crates/cli/src/commands/dbt.rs]\npossible search match (partial term overlap): sql_transform_analyzer::SqlTransformStats\npossible search match (partial term overlap): sql_transform_analyzer::SqlTransformAnalyzerPass\nweb/ui/dist/assets/GraphCanvas-CKFsYUYF.js — related to ir [web/ui/dist/assets/GraphCanvas-CKFsYUYF.js]\n",
      "evidence_refs": [
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      "planned_query_type": "lexical"
    },
    {
      "id": "code-013",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": 0.0,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1368,
      "output_tokens": 83,
      "cache_hit": false,
      "rss_kb_end": 35948,
      "cpu_time_ms": 1690.0,
      "latency_ms": 32551.20559,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answer: The EKOS CLI compiles to the binary crate name \"ekos\".\n\nAssembled from claims: 6, 16",
      "evidence_text": "possible search match (partial term overlap): ekos/crates/cli/src/commands/compile.rs [ekos/crates/cli/src/commands/compile.rs]\npossible search match (partial term overlap): ekos/crates/cli\npossible search match (partial term overlap): crate::reason::execute\npossible search match (partial term overlap): ekos/crates/cli/Cargo.toml [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): init_creates_ekos_directory [ekos/crates/cli/tests/skeleton.rs:33]\npossible search match (partial term overlap): ekos/crates/cli/src/bin/ekos.rs [ekos/crates/cli/src/bin/ekos.rs]\npossible search match (partial term overlap): ekos/crates/compiler-core/src/compiler.rs [ekos/crates/compiler-core/src/compiler.rs]\npossible search match (partial term overlap): ekos/crates/compiler-core\npossible search match (partial term overlap): ekos/crates/compiler-sdk\npossible search match (partial term overlap): ekos/crates/recovery/src/package_json_analyzer.rs [ekos/crates/recovery/src/package_json_analyzer.rs]\npossible search match (partial term overlap): execute [ekos/crates/runtime/src/reason.rs:333]\npossible search match (partial term overlap): ekos/crates/compiler-sdk/Cargo.toml [ekos/crates/compiler-sdk/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/cli/tests/skeleton.rs [ekos/crates/cli/tests/skeleton.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/branch.rs [ekos/crates/cli/src/commands/branch.rs]\npossible search match (partial term overlap): ekos/crates/compiler-core/Cargo.toml [ekos/crates/compiler-core/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/cli/src/lib.rs [ekos/crates/cli/src/lib.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/clickhouse.rs [ekos/crates/cli/src/commands/clickhouse.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/ask.rs [ekos/crates/cli/src/commands/ask.rs]\npossible search match (partial term overlap): ekos/crates/cli/tests/mcp_session.rs [ekos/crates/cli/tests/mcp_session.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/dbt.rs [ekos/crates/cli/src/commands/dbt.rs]\n",
      "evidence_refs": [
        "b9b22a93-8435-5888-9fec-7984949df832",
        "63eb3a53-14e1-570b-b6ef-e28e81ca5d07"
      ],
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        "6f8b73f3-5dc9-536f-a72a-eaa0fd944f51",
        "7d823f8c-b703-5496-aea6-3b0fadd66f86",
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        "62e98faf-a6c7-5f36-9872-e6de886336c0"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-014",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1419,
      "output_tokens": 210,
      "cache_hit": false,
      "rss_kb_end": 71820,
      "cpu_time_ms": 800.0,
      "latency_ms": 54802.054577,
      "error": null,
      "attribution": "generation",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos-recovery — 47 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Answer using only those claims.\n\nThe name of the pass in ekos-recovery responsible for real AST + Calls function-call graph recovery for Rust source is not explicitly mentioned in the provided evidence. However, claim 10 mentions \"oxc_ast::ast::Function\" and claim 11 mentions \"sqlparser::ast::Function\", which could be related to the concept of function-call graphs.\n\nAssembling the best answer the claims support:\n\nThe claims do show some indirect matches with terms like \"call\", \"calls\", and \"function-call graph recovery\", but they do not explicitly mention the name of the pass responsible for real AST + Calls function-call graph recovery for Rust source. Therefore, I will refuse to provide an answer.\n\nInsufficient evidence.\nI looked for a direct claim mentioning the name of the pass responsible for real AST + Calls function-call graph recovery for Rust source.\n\n{\"cited_evidence\": [\"09e5d393-f1cb-4ce6-af3a-2e604df13fa1\", ...]}",
      "evidence_text": "possible search match (partial term overlap): call_name [ekos/crates/recovery/src/python_analyzer.rs:417]\npossible search match (partial term overlap): tools_call [ekos/crates/cli/src/commands/mcp.rs:721]\npossible search match (partial term overlap): call_claude [docs/spikes/recovery_spike.py:72]\npossible search match (partial term overlap): log_call [ekos/crates/cli/src/commands/mcp.rs:696]\npossible search match (partial term overlap): call_tool [ekos/crates/cli/tests/mcp_session.rs:48]\npossible search match (partial term overlap): CoordinatorClient::call [ekos/crates/cluster/src/client.rs:30]\npossible search match (partial term overlap): call_tool [ekos/crates/cli/tests/transformation_benchmark.rs:121]\npossible search match (partial term overlap): QueryWorkerClient::call [ekos/crates/distributed/src/worker_client.rs:40]\npossible search match (partial term overlap): call_tool [ekos/crates/cli/src/commands/mcp.rs:811]\npossible search match (partial term overlap): oxc_ast::ast::Function\npossible search match (partial term overlap): sqlparser::ast::Function\npossible search match (partial term overlap): estimate_call_counts [ekos/crates/recovery/src/llm_description.rs:354]\npossible search match (partial term overlap): DistributedLedger::call_coordinator [ekos/crates/distributed/src/gateway.rs:169]\npossible search match (partial term overlap): calls_to_nodes [ekos/crates/recovery/src/python_analyzer.rs:879]\npossible search match (partial term overlap): DistributedLedger::call_worker [ekos/crates/distributed/src/gateway.rs:208]\npossible search match (partial term overlap): call_and_apply [ekos/crates/recovery/src/llm_description.rs:296]\npossible search match (partial term overlap): render_call_sequences_section [ekos/crates/docs-gen/src/lib.rs:3212]\npossible search match (partial term overlap): DistributedLedger::call_worker_failover [ekos/crates/distributed/src/gateway.rs:225]\npossible search match (partial term overlap): CallVisitor::visit_expr_call [ekos/crates/recovery/src/rust_analyzer.rs:519]\npossible search match (partial term overlap): CallVisitor::visit_expr_method_call [ekos/crates/recovery/src/rust_analyzer.rs:549]\n",
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      "attribution": "n/a",
      "answer": "Answer: The recovery crate depends on the ArmSet.\n\nThe claims show that ArmSet is a module (claim 2) and its kind is RustModule (claim 3), which implies it's a crate or a part of one. Since the question asks what depends on the recovery crate, we can infer that the ArmSet depends on the recovery crate.\n\nCited evidence:",
      "evidence_text": "ekos/crates/ledger/src/partitioned/mod.rs — dependents of crate::ArmSet [ekos/crates/ledger/src/partitioned/mod.rs]\ncrate::ArmSet.name = crate::ArmSet\ncrate::ArmSet.kind = RustModule\n",
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      "answer": "Answering.\n\nIf you change `redact`, it breaks the dependents of `redact` as described in claim 1. This is because `redact` has a specific name, kind, and description that affect its behavior, as shown in claims 2-4. Therefore, modifying `redact` would likely impact the functionality of its dependents.",
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      "groundedness_score": 1.0,
      "trajectory_score": 1.0,
      "input_tokens": 719,
      "output_tokens": 79,
      "cache_hit": false,
      "rss_kb_end": 86684,
      "cpu_time_ms": 240.0,
      "latency_ms": 19494.009618,
      "error": null,
      "attribution": "n/a",
      "answer": "Answering.\n\nThe claims show that the `redact_json` function is a caller of `redact`, as stated in claim 1. This is the best answer supported by the evidence, and it does not mention any other callers.",
      "evidence_text": "redact_json — caller of redact [ekos/crates/common/src/redaction.rs:286]\nredact.name = redact [ekos/crates/common/src/redaction.rs:226]\nredact.kind = RustSymbol [ekos/crates/common/src/redaction.rs:226]\nredact.description = Replaces every match of every built-in pattern, plus every valid `config.extra_patterns` regex, with `[REDACTED:<label>]`. An invalid regex in `extra_patterns` is skipped silently (config-driven, so a typo there must not be able to disable the built-in baseline by erroring out the whole call). [ekos/crates/common/src/redaction.rs:226]\nredact.source_span = {\"end_line\":243,\"start_line\":226} [ekos/crates/common/src/redaction.rs:226]\nredact.symbol_kind = function [ekos/crates/common/src/redaction.rs:226]\n",
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    },
    {
      "id": "dep-004",
      "passed": false,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": 1.0,
      "input_tokens": 413,
      "output_tokens": 161,
      "cache_hit": false,
      "rss_kb_end": 70816,
      "cpu_time_ms": 1060.0,
      "latency_ms": 28433.555866,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: The `ekos_common::redaction` depends on the `CLI` (Crate) of the `Enterprise Knowledge Operating System`.\n\nThe claims that support this answer are:\n\n* Claim 3: `ekos.name = ekos`\n* Claim 4: `ekos.kind = Crate`\n* Claim 5: `ekos.description = Enterprise Knowledge Operating System — CLI`\n* Claim 6: `ekos.path = ekos/crates/cli`\n\nThese claims collectively indicate that the `CLI` is a part of the `Enterprise Knowledge Operating System`, which is a crate. Therefore, it can be inferred that the `ekos_common::redaction` depends on this `CLI`.",
      "evidence_text": "ekos-integration-tests — dependents of ekos\nekos-demo-server — dependents of ekos\nekos.name = ekos\nekos.kind = Crate\nekos.description = Enterprise Knowledge Operating System — CLI\nekos.path = ekos/crates/cli\n",
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      "planned_query_type": "structural"
    },
    {
      "id": "dep-005",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": 1.0,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": 1.0,
      "input_tokens": 611,
      "output_tokens": 64,
      "cache_hit": false,
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      "cpu_time_ms": 120.0,
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      "error": null,
      "attribution": "n/a",
      "answer": "The `plan_question` is called by the `runtime` crate, specifically in the `reason.rs` file at line numbers 613 and 616.",
      "evidence_text": "plan_question.name = plan_question [ekos/crates/runtime/src/reason.rs:613]\nplan_question.kind = RustSymbol [ekos/crates/runtime/src/reason.rs:613]\nplan_question.description = Understand + plan `question` against the ledger `runtime` wraps. [ekos/crates/runtime/src/reason.rs:613]\nplan_question.source_span = {\"end_line\":616,\"start_line\":613} [ekos/crates/runtime/src/reason.rs:613]\nplan_question.symbol_kind = function [ekos/crates/runtime/src/reason.rs:613]\n",
      "evidence_refs": [
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      "planned_query_type": "structural"
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    {
      "id": "dep-006",
      "passed": false,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": 1.0,
      "input_tokens": 1415,
      "output_tokens": 282,
      "cache_hit": false,
      "rss_kb_end": 32960,
      "cpu_time_ms": 3980.0,
      "latency_ms": 69879.475703,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: The things that depend on `ekos_kir` are:\n\n* ekos-semantic\n* ekos-artifact\n* ekos-ledger\n* ekos-dbt-gen\n* ekos-clickhouse-query\n* ekos-ekl\n* ekos-simulation\n* ekos-docs-gen\n* ekos-recovery\n* ekos-benchmark\n* ekos-identity\n* ekos-runtime\n* ekos-demo-server\n* ekos-compiler-core\n* ekos-distributed\n* ekos-plugin-localdocs\n* ekos-plugin-github\n* ekos-plugin-elixir\n* ekos-plugin-confluence\n* ekos-plugin-fabric\n* ekos-plugin-oracle\n* ekos-plugin-javascript\n* ekos-plugin-git\n* ekos-plugin-salesforce\n* ekos-plugin-snowflake\n* ekos-plugin-python\n* ekos-plugin-clickhouse\n* ekos-plugin-file\n* ekos-plugin-sap\n* ekos-plugin-crypto\n* ekos-plugin-rust\n* ekos-observation-sdk\n* ekos-plugin-pentaho\n* ekos-integration-tests\n* ekos-marketing\n\nThese are all listed as dependents of `ekos_kir` in the evidence claims.\n\nCITED EVIDENCE:",
      "evidence_text": "ekos-semantic — dependents of ekos-kir\nekos-artifact — dependents of ekos-kir\nekos-ledger — dependents of ekos-kir\nekos-dbt-gen — dependents of ekos-kir\nekos-clickhouse-query — dependents of ekos-kir\nConcentration risk: ekos-kir — dependents of ekos-kir [benchmark/Cargo.toml]\nekos-ekl — dependents of ekos-kir\nekos-simulation — dependents of ekos-kir\nekos-docs-gen — dependents of ekos-kir\nekos-recovery — dependents of ekos-kir\nekos-benchmark — dependents of ekos-kir\nekos-identity — dependents of ekos-kir\nekos-runtime — dependents of ekos-kir\nekos-demo-server — dependents of ekos-kir\nekos — dependents of ekos-kir\nekos-compiler-core — dependents of ekos-kir\nekos-distributed — dependents of ekos-kir\nConcentration risk: ekos-semantic — dependents of ekos-kir [benchmark/Cargo.toml]\nekos-plugin-localdocs — dependents of ekos-kir\nekos-plugin-github — dependents of ekos-kir\nekos-plugin-elixir — dependents of ekos-kir\nekos-plugin-confluence — dependents of ekos-kir\nekos-plugin-fabric — dependents of ekos-kir\nConcentration risk: ekos-artifact — dependents of ekos-kir [benchmark/Cargo.toml]\nekos-plugin-oracle — dependents of ekos-kir\nekos-plugin-javascript — dependents of ekos-kir\nekos-plugin-git — dependents of ekos-kir\nekos-plugin-salesforce — dependents of ekos-kir\nekos-plugin-snowflake — dependents of ekos-kir\nekos-plugin-python — dependents of ekos-kir\nekos-plugin-clickhouse — dependents of ekos-kir\nekos-plugin-file — dependents of ekos-kir\nekos-plugin-sap — dependents of ekos-kir\nekos-plugin-crypto — dependents of ekos-kir\nekos-plugin-rust — dependents of ekos-kir\nekos-observation-sdk — dependents of ekos-kir\nekos-plugin-pentaho — dependents of ekos-kir\nConcentration risk: ekos-ledger — dependents of ekos-kir [benchmark/Cargo.toml]\nekos-integration-tests — dependents of ekos-kir\nekos-marketing — dependents of ekos-kir\nConcentration risk: ekos-recovery — dependents of ekos-kir [benchmark/Cargo.toml]\nConcentration risk: ekos-identity — dependents of ekos-kir [benchmark/Cargo.toml]\nConcentration risk: ekos-runtime — dependents of ekos-kir [benchmark/Cargo.toml]\nekos-compiler-sdk — dependents of ekos-kir\nConcentration risk: ekos-compiler-core — dependents of ekos-kir [benchmark/Cargo.toml]\nekos-scheduler — dependents of ekos-kir\nekos-kir.name = ekos-kir\nekos-kir.kind = Crate\nekos-kir.description = Knowledge Intermediate Representation — the four canonical node types\nekos-kir.path = ekos/crates/kir\n",
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        "3e1dd7cf-85bd-5682-ab18-8161f5d6b28f"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "dep-007",
      "passed": false,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": 1.0,
      "input_tokens": 722,
      "output_tokens": 138,
      "cache_hit": false,
      "rss_kb_end": 30760,
      "cpu_time_ms": 2050.0,
      "latency_ms": 33204.892443,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: The following depend on ekos-ledger: \nekos-recovery, ekos-distributed, ekos-benchmark, ekos-runtime, ekos-integration-tests, ekos-clickhouse-query, ekos, ekos-demo-server, ekos-simulation, and ekos-ekl.\n\nThese dependencies are explicitly stated in claims 1, 3, 4, 5, 6, 7, 8, 9, 10, and 14.",
      "evidence_text": "ekos-recovery — dependents of ekos-ledger\nConcentration risk: ekos-ledger — dependents of ekos-ledger [benchmark/Cargo.toml]\nekos-distributed — dependents of ekos-ledger\nekos-benchmark — dependents of ekos-ledger\nekos-runtime — dependents of ekos-ledger\nekos-integration-tests — dependents of ekos-ledger\nekos-clickhouse-query — dependents of ekos-ledger\nekos — dependents of ekos-ledger\nekos-demo-server — dependents of ekos-ledger\nekos-simulation — dependents of ekos-ledger\nekos-marketing — dependents of ekos-ledger\nConcentration risk: ekos-recovery — dependents of ekos-ledger [benchmark/Cargo.toml]\nConcentration risk: ekos-runtime — dependents of ekos-ledger [benchmark/Cargo.toml]\nekos-ekl — dependents of ekos-ledger\nekos-ledger.name = ekos-ledger\nekos-ledger.kind = Crate\nekos-ledger.description = Append-only semantic knowledge ledger (skeleton — SQLite backend)\nekos-ledger.path = ekos/crates/ledger\n",
      "retrieved_ids": [
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      ],
      "planned_query_type": "structural"
    },
    {
      "id": "dep-008",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": 1.0,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": 1.0,
      "input_tokens": 817,
      "output_tokens": 110,
      "cache_hit": false,
      "rss_kb_end": 31356,
      "cpu_time_ms": 240.0,
      "latency_ms": 26323.530797,
      "error": null,
      "attribution": "n/a",
      "answer": "Answering.\n\nThe claims show that `run` is the caller of `build_llm_provider`. This is supported by claim 1, which states that `run` is the caller of `build_llm_provider`.\n\nHowever, it's worth noting that there might be other callers of `build_llm_provider` not mentioned in these claims. The evidence does not provide information about other potential callers.",
      "evidence_text": "run — caller of build_llm_provider [ekos/crates/cli/src/commands/recover.rs:23]\nbuild_llm_provider.name = build_llm_provider [ekos/crates/cli/src/commands/recover.rs:1086]\nbuild_llm_provider.kind = RustSymbol [ekos/crates/cli/src/commands/recover.rs:1086]\nbuild_llm_provider.description = Choose LLM provider (RFC 0021, RFC 0046): `[llm] provider = \"ollama\"` in `ekos.toml` routes to a local Ollama daemon (no key required — unreachability surfaces as an ordinary error on first use, not here); `provider = \"openai\"` routes to OpenAI (key + cache, mock if unset, mirroring the Anthropic path exactly); anything else tries Anthropic with cache if an API key is present, mock otherwise.  `pub` (not `pub(crate)`) because RFC 0045's demo server reuses this exact selection logic as a library dependency rather than duplicating it — see `ekos/crates/demo-server`. [ekos/crates/cli/src/commands/recover.rs:1086]\nbuild_llm_provider.source_span = {\"end_line\":1148,\"start_line\":1086} [ekos/crates/cli/src/commands/recover.rs:1086]\nbuild_llm_provider.symbol_kind = function [ekos/crates/cli/src/commands/recover.rs:1086]\n",
      "evidence_refs": [
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      ],
      "retrieved_ids": [
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      ],
      "planned_query_type": "structural"
    },
    {
      "id": "dep-009",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1527,
      "output_tokens": 123,
      "cache_hit": false,
      "rss_kb_end": 32976,
      "cpu_time_ms": 2920.0,
      "latency_ms": 44667.255056,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Assembling the best answer the claims support:\n\nThe cli crate itself depends on the following crates in the EKOS workspace to implement `ekos ask`: none are explicitly mentioned. However, it's possible that some of these crates might be indirectly related or share common dependencies.\n\nWe can't determine which specific crates are required without more information. The provided evidence only contains partial term overlaps and doesn't provide direct claims about the dependencies of the cli crate.\n\n{\"cited_evidence\": [\"4942c5bd-f89f-51b4-a7a2-760d22331fc9\", ...]}",
      "evidence_text": "possible search match (partial term overlap): ekos/crates/cli/src/commands/ask.rs [ekos/crates/cli/src/commands/ask.rs]\npossible search match (partial term overlap): ekos/crates/cli\npossible search match (partial term overlap): ekos/crates/cli/Cargo.toml [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/demo-server/src/ask.rs [ekos/crates/demo-server/src/ask.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/bin/ekos.rs [ekos/crates/cli/src/bin/ekos.rs]\npossible search match (partial term overlap): ekos/crates/cli/tests/skeleton.rs [ekos/crates/cli/tests/skeleton.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/lib.rs [ekos/crates/cli/src/lib.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/eval.rs [ekos/crates/cli/src/commands/eval.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/clickhouse.rs [ekos/crates/cli/src/commands/clickhouse.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/store.rs [ekos/crates/cli/src/commands/store.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/simulate.rs [ekos/crates/cli/src/commands/simulate.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/recover.rs [ekos/crates/cli/src/commands/recover.rs]\npossible search match (partial term overlap): ekos/crates/cli/tests/mcp_session.rs [ekos/crates/cli/tests/mcp_session.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/mcp.rs [ekos/crates/cli/src/commands/mcp.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/docs.rs [ekos/crates/cli/src/commands/docs.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/dbt.rs [ekos/crates/cli/src/commands/dbt.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/ledger.rs [ekos/crates/cli/src/commands/ledger.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/graph.rs [ekos/crates/cli/src/commands/graph.rs]\npossible search match (partial term overlap): ekos/crates/cli/tests/transformation_benchmark.rs [ekos/crates/cli/tests/transformation_benchmark.rs]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/init.rs [ekos/crates/cli/src/commands/init.rs]\n",
      "retrieved_ids": [
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      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "dep-010",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": 1.0,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": 1.0,
      "input_tokens": 574,
      "output_tokens": 94,
      "cache_hit": false,
      "rss_kb_end": 43536,
      "cpu_time_ms": 90.0,
      "latency_ms": 18711.299169,
      "error": null,
      "attribution": "n/a",
      "answer": "Answer using only those claims.\n\nThe thing that breaks if you change `SqlAnalyzerPass` is the `struct`. This is because `SqlAnalyzerPass.kind = RustSymbol` and `SqlAnalyzerPass.symbol_kind = struct`, which suggests that `SqlAnalyzerPass` represents a struct in Rust.",
      "evidence_text": "SqlAnalyzerPass.name = SqlAnalyzerPass [ekos/crates/recovery/src/sql_analyzer.rs:45]\nSqlAnalyzerPass.kind = RustSymbol [ekos/crates/recovery/src/sql_analyzer.rs:45]\nSqlAnalyzerPass.source_span = {\"end_line\":58,\"start_line\":45} [ekos/crates/recovery/src/sql_analyzer.rs:45]\nSqlAnalyzerPass.symbol_kind = struct [ekos/crates/recovery/src/sql_analyzer.rs:45]\n",
      "evidence_refs": [
        "528f892c-48c1-4f6c-95c2-9b40ea2bfff4"
      ],
      "retrieved_ids": [
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        "bad899ac-d11d-5e18-8330-bb7c6039e123",
        "9b6e24b8-7ffb-57d6-9e0b-9533d19e9eec",
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        "98a7cc4f-bcc8-594f-a9c1-20807b9af09a",
        "68bc1a47-8213-51fc-8d08-3ac26ff8795a",
        "8b4a8177-22a8-5624-a3f5-f388dce1bd64",
        "5ed170f6-14a6-5281-87dd-f598dcb528af",
        "f8d5772b-47a3-56c9-a5bc-2cc8ca7c294b",
        "be2446fd-2bf3-5b59-a014-d4a631c119ff",
        "8b5a6236-3fac-5240-b385-f27dc486afb2",
        "dccdb416-0c11-5ae4-9246-705697d78175",
        "29137d9f-eab2-50de-949f-359d5ab3006f",
        "08307d65-f994-5777-8cc6-9847943778de",
        "14ad03d8-8d05-52b1-bd63-77f12b7e3bb4",
        "6e24f58b-2cf8-5b61-a108-50679ab61f7e",
        "d8af0c4d-feb7-5f76-88d7-e0ed69f4ac73",
        "d8fece11-7ae7-56a8-a272-c302398c441e"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "dep-011",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1305,
      "output_tokens": 221,
      "cache_hit": false,
      "rss_kb_end": 18572,
      "cpu_time_ms": 1839.9999999999998,
      "latency_ms": 56316.626272999994,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answering. The EKOS Runtime crate depends on the recovery crate.\n\nThe claims that support this answer are:\n\n* Claim 1: ekos-runtime depends_on ekos-recovery [ekos/crates/runtime/Cargo.toml] (evidence 95721cd6-14bf-4bf9-882a-05d4eeed5282)\n* Claim 10: ekos depends_on ekos-runtime [ekos/crates/cli/Cargo.toml] (evidence 07768119-2688-4c7e-8d25-801bd96bad3b)\n\nThese claims indicate that the EKOS Runtime crate is dependent on the recovery crate, and also that the main ekos project depends on the EKOS Runtime crate. This suggests a dependency relationship between the two crates.",
      "evidence_text": "possible search match (partial term overlap): ekos-runtime depends_on ekos-recovery [ekos/crates/runtime/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/runtime\npossible search match (partial term overlap): LlmError::other [ekos/crates/recovery/src/llm.rs:64]\npossible search match (partial term overlap): ekos/crates/recovery/src/dependency_analyzer.rs [ekos/crates/recovery/src/dependency_analyzer.rs]\npossible search match (partial term overlap): ekos/crates/recovery\npossible search match (partial term overlap): ekos/crates/runtime/Cargo.toml [ekos/crates/runtime/Cargo.toml]\npossible search match (partial term overlap): crate::Runtime\npossible search match (partial term overlap): ekos-runtime\npossible search match (partial term overlap): ekos/crates/recovery/Cargo.toml [ekos/crates/recovery/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-runtime [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): Runtime::dependents [ekos/crates/runtime/src/lib.rs:342]\npossible search match (partial term overlap): Runtime::dependencies [ekos/crates/runtime/src/lib.rs:327]\npossible search match (partial term overlap): ekos/crates/runtime/src/ai.rs [ekos/crates/runtime/src/ai.rs]\npossible search match (partial term overlap): ekos-recovery\npossible search match (partial term overlap): ekos/crates/recovery/src/crate_topology_analyzer.rs [ekos/crates/recovery/src/crate_topology_analyzer.rs]\npossible search match (partial term overlap): ekos depends_on ekos-recovery [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/runtime/src/retrieval.rs [ekos/crates/runtime/src/retrieval.rs]\npossible search match (partial term overlap): ekos/crates/runtime/src/lib.rs [ekos/crates/runtime/src/lib.rs]\npossible search match (partial term overlap): LocalFsBackend::exists [ekos/crates/segment-backend/src/lib.rs:208]\npossible search match (partial term overlap): FileSystemArtifactStore::exists [ekos/crates/artifact/src/store.rs:76]\n",
      "evidence_refs": [
        "95721cd6-14bf-4bf9-882a-05d4eeed5282",
        "07768119-2688-4c7e-8d25-801bd96bad3b"
      ],
      "retrieved_ids": [
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        "da756cd4-468a-5582-9270-a7993b768d04",
        "3def29a8-5d55-5c53-9fbf-d27142c72516",
        "0b06681a-4e07-5e02-a8d6-433ccf4aadc4",
        "3ce1a143-e6f7-5a08-a3ba-cef397eb9447",
        "f4cd2d3b-f0b0-5234-ab2b-39de3275d717"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "dep-012",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": 1.0,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": 1.0,
      "input_tokens": 788,
      "output_tokens": 41,
      "cache_hit": false,
      "rss_kb_end": 45772,
      "cpu_time_ms": 100.0,
      "latency_ms": 14561.217161,
      "error": null,
      "attribution": "n/a",
      "answer": "The ObjectKind enum depends on the RustSymbol.",
      "evidence_text": "ObjectKind.name = ObjectKind [ekos/crates/kir/src/lib.rs:67]\nObjectKind.kind = RustSymbol [ekos/crates/kir/src/lib.rs:67]\nObjectKind.description = Classification of a KirObject.  Adding a variant here is safe and low-risk by construction: no code in this workspace exhaustively `match`es over `ObjectKind` (every use is either direct construction or an equality comparison), the enum is externally-tagged as a plain JSON string (`#[serde(rename_all = \"PascalCase\")]`) with `Custom(String)` as an untagged fallback, and EKL's `WHERE kind = '...'` predicate plus CLI display output both work automatically off the `Display` impl below — no query-language or formatting changes are needed when a variant is added here. What *is* required is wiring up a construction site somewhere (a connector or compiler pass that actually classifies something as this kind) — several variants below (e.g. `Dataset`, `Pipeline`, `Model`) exist ahead of any connector that emits them yet, same as `Directory`/`Service`/`Api` did before this taxonomy was expanded. [ekos/crates/kir/src/lib.rs:67]\nObjectKind.source_span = {\"end_line\":117,\"start_line\":67} [ekos/crates/kir/src/lib.rs:67]\nObjectKind.symbol_kind = enum [ekos/crates/kir/src/lib.rs:67]\n",
      "evidence_refs": [
        "adf7713c-c97e-4506-8e7b-28581a6bac52"
      ],
      "retrieved_ids": [
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        "9e1db668-dda9-53f1-8264-8e2755413159",
        "09ec1ede-fe96-53fe-94bc-f34abe6d8921",
        "1d4dbfa2-cb5c-59bf-813a-e62ee95ab3df",
        "87c24234-c6e2-5f03-b31d-c9786a3d1812",
        "079cf37b-f21b-5182-b346-fc253fb9ef36",
        "f9ca41f8-eb79-52e7-a1c6-d9590be1e443",
        "5681f82b-1d53-5c55-bbdf-1daeae1480dd",
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        "b7fb32c8-e1c0-5829-abd8-cf40585a487c",
        "560df3ab-8a07-5a07-a76b-fc68517f1ea4",
        "c9c6f75d-b2c5-55f5-90e8-04cee2d460dd",
        "3142fdf0-ce14-5beb-b938-8f4aaec2e620",
        "25388b96-9dc0-5579-8722-0d128b095f92",
        "5239e4da-9186-50b2-9f0f-644fe3ebb3ae",
        "3df03ce3-3c19-544c-a099-39d1adb0cef4",
        "ea343d01-c012-5f50-91d7-f6d4d6b9ed7e",
        "ce9b965f-4d8d-5343-a665-04b78eca6aee",
        "1df6fea7-6901-5d6b-95ab-9a895e6e0aa0",
        "3a7ed462-ae61-5fda-b7e8-a4894012e93a",
        "d7ac8c7b-e3fe-53c9-82b1-39ff657c3f92",
        "3e7fbbb9-e48f-5e9f-b2d8-028272da0952",
        "fb8db1a2-5752-5d0d-97d6-4c145d16fcee",
        "7320f8c7-46cc-54d4-810e-ada94cdac01f",
        "cdc95dee-abfc-5a8c-a19e-33a08c84eaff",
        "14230530-e4af-5032-990f-6e1dcd570853",
        "e36ca1b0-842c-57dc-aa53-affca020a70a"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "lin-001",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1117,
      "output_tokens": 36,
      "cache_hit": false,
      "rss_kb_end": 42760,
      "cpu_time_ms": 760.0,
      "latency_ms": 19527.51241,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answering. Every semantic conclusion recorded in the EKOS ledger must be traceable to: ekos_semantic::EvidenceRecord.",
      "evidence_text": "possible search match (partial term overlap): record [ekos/crates/cli/src/commands/query_log.rs:62]\npossible search match (partial term overlap): record_manifest [ekos/crates/compiler-core/src/cache.rs:56]\npossible search match (partial term overlap): PostedStore::record [ekos/crates/marketing/src/store.rs:50]\npossible search match (partial term overlap): PartitionedLedger::record [ekos/crates/ledger/src/partitioned/mod.rs:565]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): ekos-semantic\npossible search match (partial term overlap): cache::record_manifest\npossible search match (partial term overlap): record_query_event [ekos/crates/clickhouse-query/src/audit.rs:31]\npossible search match (partial term overlap): ekos_ledger::Ledger\npossible search match (partial term overlap): ekos_semantic::EvidenceRecord\npossible search match (partial term overlap): ekos/crates/semantic\npossible search match (partial term overlap): ekos_semantic::SemanticCompilerPass\npossible search match (partial term overlap): ekos_semantic::CkmRelationship\npossible search match (partial term overlap): ekos_semantic::rollup\npossible search match (partial term overlap): ekos_semantic::CkModel\npossible search match (partial term overlap): CoordinatorClient::record_entity_partitions [ekos/crates/cluster/src/client.rs:152]\npossible search match (partial term overlap): evidence_record_to_kir [ekos/crates/cli/src/commands/commit.rs:529]\npossible search match (partial term overlap): ekos-ledger\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 1 [docs/rfcs/0004-semantic-knowledge-ledger.md]\n",
      "retrieved_ids": [
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        "7843e226-99b3-5876-9c6b-57c90c345b7f",
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        "5a2aa7e2-7e1a-5337-b158-13260543d72a",
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        "3f2c0201-7313-500d-9fb6-4719ccf6f3a4",
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        "c352e1cc-fe85-522d-a37c-15d5e9e2dde4",
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        "82ecd549-d147-504b-b6b4-f0f48bd698e8",
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        "9da9bf66-723c-508f-9c65-9adaacde99b2",
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        "36d057e1-9bc2-5c10-8e8d-1f29149f2d63",
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        "1fe2dce2-8495-5312-9e37-2db4582805b8",
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        "4081d056-f3c2-5b63-a7d7-60aa55517565",
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        "2f1bd26b-c8de-53c4-9fbe-948ffe548da8",
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        "a6198bc3-c5e0-56c2-9a26-27df379d4952"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "lin-002",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.25,
      "evidence_score": null,
      "completeness_score": 0.25,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1838,
      "output_tokens": 162,
      "cache_hit": false,
      "rss_kb_end": 33412,
      "cpu_time_ms": 530.0,
      "latency_ms": 55539.072356,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Answer: The four core primitives of the Canonical Knowledge Model are not explicitly stated in the provided evidence. However, based on the possible search matches and partial term overlaps, it can be inferred that the model is related to architecture knowledge models, possibly involving UUIDs, join keys, and sections.\n\nThe closest match is claim 3, which mentions \"architecture knowledge model\" but does not specifically mention the four core primitives. Claim 5 also mentions a section in the architecture knowledge model, but again does not provide information on the primitives.\n\nInsufficient evidence.\nLooked for: The four core primitives of the Canonical Knowledge Model.\n\n{\"cited_evidence\": [\"e60009fd-79a0-43f9-978a-8f4a42a4d0c9\", ...]}",
      "evidence_text": "possible search match (partial term overlap): canonical_uuid [ekos/crates/ledger/src/fact.rs:193]\npossible search match (partial term overlap): canonical_join_keys [ekos/crates/cli/src/commands/mcp.rs:1534]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\nsearch match: ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 15 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md [ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md [ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md]\nsearch match: ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 1 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md: section 4 [ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 2 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 14 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\nsearch match: ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md: section 3 [ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 11 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 12 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 7 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 8 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md: section 19 [ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md: section 9 [ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 6 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md: section 3 [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\nekos/crates/ledger/src/fact.rs — related to canonical_uuid [ekos/crates/ledger/src/fact.rs]\n",
      "retrieved_ids": [
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        "b1df2cce-8bd2-56b3-9fe6-0a2b8c8f332f",
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        "ebe41c50-6688-5c18-a91a-1d2c2e137488"
      ],
      "planned_query_type": "conceptual"
    },
    {
      "id": "lin-003",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 667,
      "output_tokens": 197,
      "cache_hit": false,
      "rss_kb_end": 41308,
      "cpu_time_ms": 1460.0,
      "latency_ms": 38703.566756,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer using only those claims.\n\nThe Rust module in ekos-semantic that defines the shared Transformation IR used by both the Pentaho and SQL legacy-format parsers is not explicitly mentioned in the provided evidence claims. However, we can infer that this information might be present in the Crate \"ekos-semantic\" (claim 12) or its description (claim 14), which mentions a compiler pass transforming KIR to Canonical Knowledge Model.\n\nSince there is no direct claim mentioning the specific module, I will provide a partial answer based on the available evidence. The shared Transformation IR might be defined in the Crate \"ekos-semantic\" itself, possibly within the \"Phase 8\" mentioned in its description (claim 14).\n\nRefusing to provide a more specific answer due to the lack of direct evidence.\n\nInsufficient evidence.\nI looked for claims mentioning the specific Rust module or its path that defines the shared Transformation IR.",
      "evidence_text": "ekos — dependents of ekos-semantic\nekos-recovery — dependents of ekos-semantic\nekos-benchmark — dependents of ekos-semantic\nConcentration risk: ekos-semantic — dependents of ekos-semantic [benchmark/Cargo.toml]\nekos-integration-tests — dependents of ekos-semantic\nekos-demo-server — dependents of ekos-semantic\nekos-marketing — dependents of ekos-semantic\nekos-simulation — dependents of ekos-semantic\nekos-clickhouse-query — dependents of ekos-semantic\nConcentration risk: ekos-recovery — dependents of ekos-semantic [benchmark/Cargo.toml]\nekos-runtime — dependents of ekos-semantic\nekos-semantic.name = ekos-semantic\nekos-semantic.kind = Crate\nekos-semantic.description = Semantic compiler pass: KIR → Canonical Knowledge Model (Phase 8)\nekos-semantic.path = ekos/crates/semantic\n",
      "retrieved_ids": [
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        "08307d65-f994-5777-8cc6-9847943778de",
        "030e0705-6c41-504d-89cb-2c974c0c3561"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "lin-004",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1029,
      "output_tokens": 53,
      "cache_hit": false,
      "rss_kb_end": 37228,
      "cpu_time_ms": 6490.0,
      "latency_ms": 27253.753749,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN001: evidence set truncated to 60 items — 33 dropped",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Answer: The evidence record in the EKOS ledger carries information about where the fragment came from, specifically the name of the module or crate that it belongs to.\n\nCITED EVIDENCE:\n{\"cited_evidence\": [\"1\", \"2\", ...]}",
      "evidence_text": "ekos-semantic — dependency of ekos\nekos-distributed — dependency of ekos\nekos-common — dependency of ekos\nwalkdir — dependency of ekos\nekos-plugin-git — dependency of ekos\nekos-plugin-pentaho — dependency of ekos\nekos-marketing — dependency of ekos\nekos-plugin-file — dependency of ekos\nekos-segment-backend — dependency of ekos\nekos-cluster — dependency of ekos\nekos-docs-gen — dependency of ekos\nekos-compiler-core — dependency of ekos\nekos-plugin-rust — dependency of ekos\ndotenvy — dependency of ekos\nekos-runtime — dependency of ekos\nserde — dependency of ekos\nekos-plugin-elixir — dependency of ekos\nekos-plugin-clickhouse — dependency of ekos\ntracing — dependency of ekos\nekos-dbt-gen — dependency of ekos\nekos-simulation — dependency of ekos\nekos-recovery — dependency of ekos\nclap — dependency of ekos\nekos-plugin-localdocs — dependency of ekos\nekos-plugin-crypto — dependency of ekos\nserde_json — dependency of ekos\ntoml — dependency of ekos\nekos-plugin-confluence — dependency of ekos\nuuid — dependency of ekos\nekos-plugin-github — dependency of ekos\nekos-plugin-javascript — dependency of ekos\nserde_yaml — dependency of ekos\nekos-observation-sdk — dependency of ekos\nekos-plugin-python — dependency of ekos\nekos-ledger — dependency of ekos\nekos-identity — dependency of ekos\ntracing-subscriber — dependency of ekos\nekos-ekl — dependency of ekos\nekos-clickhouse-query — dependency of ekos\nchrono — dependency of ekos\ntokio — dependency of ekos\nekos-kir — dependency of ekos\nekos-artifact — dependency of ekos\nanyhow — dependency of ekos\nthiserror — dependency of ekos\nasync-trait — dependency of ekos\nfutures — dependency of ekos\nsha2 — dependency of ekos\nregex — dependency of ekos\nhex — dependency of ekos\nzstd — dependency of ekos\nglob — dependency of ekos\nhmac — dependency of ekos\nsha1 — dependency of ekos\nrand — dependency of ekos\nreqwest — dependency of ekos\nbase64 — dependency of ekos\npercent-encoding — dependency of ekos\nobject_store — dependency of ekos\nurl — dependency of ekos\n",
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      "planned_query_type": "structural"
    },
    {
      "id": "lin-005",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1452,
      "output_tokens": 179,
      "cache_hit": false,
      "rss_kb_end": 16304,
      "cpu_time_ms": 870.0,
      "latency_ms": 52118.960049,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Answering.\n\nThe claims suggest that EKOS supports deleting or tombstoning an object, but the evidence is indirect and partial. The closest match is Claim 9: \"delete [ekos/crates/cli/src/commands/branch.rs:104] (evidence 543ec217-9dd2-468e-9847-f55074381e7e)\", which implies that EKOS has a delete command, but it does not explicitly state whether this is for deleting or tombstoning an object.\n\nThe other claims are related to the ledger and its operations, such as appending objects, getting objects, and finding objects, but they do not directly address the question of deleting or tombstoning an object.\n\nTherefore, while EKOS appears to have some mechanisms for manipulating objects in the ledger, it is unclear whether these mechanisms specifically support deleting or tombstoning an object.",
      "evidence_text": "possible search match (partial term overlap): VectorIndex::tombstoned [ekos/crates/ledger/src/vector.rs:186]\npossible search match (partial term overlap): Ledger::append_object [ekos/crates/ledger/src/lib.rs:561]\npossible search match (partial term overlap): Ledger::object_count [ekos/crates/ledger/src/lib.rs:1077]\npossible search match (partial term overlap): Ledger::object_history [ekos/crates/ledger/src/lib.rs:905]\npossible search match (partial term overlap): Ledger::all_objects [ekos/crates/ledger/src/lib.rs:679]\npossible search match (partial term overlap): Ledger::get_object [ekos/crates/ledger/src/lib.rs:660]\npossible search match (partial term overlap): Ledger::find_objects [ekos/crates/ledger/src/lib.rs:984]\npossible search match (partial term overlap): Ledger::object_at [ekos/crates/ledger/src/lib.rs:774]\npossible search match (partial term overlap): delete [ekos/crates/cli/src/commands/branch.rs:104]\npossible search match (partial term overlap): Ledger::all_objects_at [ekos/crates/ledger/src/lib.rs:856]\npossible search match (partial term overlap): Ledger::find_objects_v1 [ekos/crates/ledger/src/lib.rs:1023]\npossible search match (partial term overlap): Ledger::find_objects_v2 [ekos/crates/ledger/src/lib.rs:1044]\npossible search match (partial term overlap): delete_schedule [web/api/app/models.py:202]\npossible search match (partial term overlap): delete_workspace [web/api/app/models.py:108]\npossible search match (partial term overlap): ObjectStoreBackend::delete [ekos/crates/segment-backend/src/object_store_backend.rs:278]\npossible search match (partial term overlap): MemBackend::delete [ekos/crates/segment-backend/src/lib.rs:300]\npossible search match (partial term overlap): LocalFsBackend::delete [ekos/crates/segment-backend/src/lib.rs:212]\npossible search match (partial term overlap): PdfParser::supported_extension [ekos/plugins/localdocs/src/pdf.rs:15]\npossible search match (partial term overlap): EmailParser::supported_extension [ekos/plugins/localdocs/src/email.rs:17]\npossible search match (partial term overlap): TextParser::supported_extension [ekos/plugins/localdocs/src/text.rs:23]\n",
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      "evidence_score": null,
      "completeness_score": 1.0,
      "retrieval_recall": null,
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      "cache_hit": false,
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      "cpu_time_ms": 80.0,
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      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN004: KirEvidence has no \"columns\" fact",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\nI looked for a field on a KirEvidence record that holds the analyzer's own confidence in that piece of evidence.\n\nNo claims mention such a field, so there is no supported answer. The provided claims do not describe any confidence-related information.",
      "evidence_text": "KirEvidence.name = KirEvidence [ekos/crates/kir/src/lib.rs:321]\nKirEvidence.kind = RustSymbol [ekos/crates/kir/src/lib.rs:321]\nKirEvidence.description = Provenance — links a knowledge claim back to the source fragment that justifies it. [ekos/crates/kir/src/lib.rs:321]\nKirEvidence.source_span = {\"end_line\":329,\"start_line\":321} [ekos/crates/kir/src/lib.rs:321]\nKirEvidence.symbol_kind = struct [ekos/crates/kir/src/lib.rs:321]\n",
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      "passed": false,
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      "answer_score": 1.0,
      "evidence_score": null,
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      "retrieval_recall": null,
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      "input_tokens": 1026,
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      "cache_hit": false,
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      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN001: evidence set truncated to 60 items — 33 dropped",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "When I, EKOS, ask answers a question, what does it append to the end of its response to show which evidence it actually used?\n\nAnswer: It appends a JSON block with the `cited_evidence` key listing the `evidence <id>` value of every claim it relied on.\n\n{\"cited_evidence\": [\"<evidence id>\", ...]}\n\nCITED EVIDENCE:\n[\"\"]",
      "evidence_text": "ekos-semantic — dependency of ekos\nekos-distributed — dependency of ekos\nekos-common — dependency of ekos\nwalkdir — dependency of ekos\nekos-plugin-git — dependency of ekos\nekos-plugin-pentaho — dependency of ekos\nekos-marketing — dependency of ekos\nekos-plugin-file — dependency of ekos\nekos-segment-backend — dependency of ekos\nekos-cluster — dependency of ekos\nekos-docs-gen — dependency of ekos\nekos-compiler-core — dependency of ekos\nekos-plugin-rust — dependency of ekos\ndotenvy — dependency of ekos\nekos-runtime — dependency of ekos\nserde — dependency of ekos\nekos-plugin-elixir — dependency of ekos\nekos-plugin-clickhouse — dependency of ekos\ntracing — dependency of ekos\nekos-dbt-gen — dependency of ekos\nekos-simulation — dependency of ekos\nekos-recovery — dependency of ekos\nclap — dependency of ekos\nekos-plugin-localdocs — dependency of ekos\nekos-plugin-crypto — dependency of ekos\nserde_json — dependency of ekos\ntoml — dependency of ekos\nekos-plugin-confluence — dependency of ekos\nuuid — dependency of ekos\nekos-plugin-github — dependency of ekos\nekos-plugin-javascript — dependency of ekos\nserde_yaml — dependency of ekos\nekos-observation-sdk — dependency of ekos\nekos-plugin-python — dependency of ekos\nekos-ledger — dependency of ekos\nekos-identity — dependency of ekos\ntracing-subscriber — dependency of ekos\nekos-ekl — dependency of ekos\nekos-clickhouse-query — dependency of ekos\nchrono — dependency of ekos\ntokio — dependency of ekos\nekos-kir — dependency of ekos\nekos-artifact — dependency of ekos\nanyhow — dependency of ekos\nthiserror — dependency of ekos\nasync-trait — dependency of ekos\nfutures — dependency of ekos\nsha2 — dependency of ekos\nregex — dependency of ekos\nhex — dependency of ekos\nzstd — dependency of ekos\nglob — dependency of ekos\nhmac — dependency of ekos\nsha1 — dependency of ekos\nrand — dependency of ekos\nreqwest — dependency of ekos\nbase64 — dependency of ekos\npercent-encoding — dependency of ekos\nobject_store — dependency of ekos\nurl — dependency of ekos\n",
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    {
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      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answering.\n\nThe content-addressable, checksummed unit of raw observed data that an EKOS Observer connector produces is an ObservationPackage. This answer rests on claims 14 and 15.",
      "evidence_text": "possible search match (partial term overlap): ekos_observation_sdk::Observer\npossible search match (partial term overlap): test_get_returns_raw_and_observe [web/api/tests/test_config_live.py:45]\npossible search match (partial term overlap): ekos_observation_sdk::walk_observed\npossible search match (partial term overlap): test_read_config_returns_raw_and_observe [web/api/tests/test_config_io.py:24]\npossible search match (partial term overlap): Concentration risk: ekos_observation_sdk::Observer\npossible search match (partial term overlap): Observer [ekos/crates/observation-sdk/src/lib.rs:222]\npossible search match (partial term overlap): ekos-observation-sdk\npossible search match (partial term overlap): observers_for [ekos/crates/simulation/src/simulation.rs:222]\npossible search match (partial term overlap): _observe_of [web/api/app/config_io.py:40]\npossible search match (partial term overlap): observe_warnings [ekos/crates/cli/src/commands/config.rs:31]\npossible search match (partial term overlap): observed_by [ekos/crates/simulation/src/simulation.rs:469]\npossible search match (partial term overlap): walk_observed [ekos/crates/observation-sdk/src/lib.rs:100]\npossible search match (partial term overlap): diff_observe [web/api/app/config_io.py:76]\npossible search match (partial term overlap): ekos_observation_sdk::ScanContext\npossible search match (partial term overlap): ekos_observation_sdk::ObservationPackage\npossible search match (partial term overlap): ekos/crates/observation-sdk\npossible search match (partial term overlap): ekos_observation_sdk::ObserveError\npossible search match (partial term overlap): ekos/crates/observation-sdk/Cargo.toml [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/observation-sdk/src/lib.rs [ekos/crates/observation-sdk/src/lib.rs]\npossible search match (partial term overlap): bench_observation_git [benchmark/benches/observation_git.rs:31]\n",
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      "answer": "Answer: The reproducibility of a compiler pass's output across two separate runs over the same input is determined by the use of the same seed, according to EKOS's own coding rules.\n\nThe claims that support this answer are:\n\n* None of the provided claims directly state what determines reproducibility. However, claim 1 mentions \"the_same_seed_produces_the_same_winner_across_independent_runs\", which suggests that a consistent seed is necessary for reproducible results.\n* Claim 12 states that Compiler::run is responsible for executing compiler passes, but it does not provide information on how to ensure reproducibility.\n\nWhile the claims do not explicitly state what determines reproducibility, they suggest that using a consistent seed may be important. Therefore, this answer is based on the available evidence and provides a possible explanation for the question.\n\nCited Evidence:",
      "evidence_text": "possible search match (partial term overlap): the_same_seed_produces_the_same_winner_across_independent_runs [ekos/crates/simulation/tests/conflict_fixture.rs:130]\npossible search match (partial term overlap): concurrent_writers_across_two_partitions [ekos/crates/ledger/src/partitioned/tests.rs:255]\npossible search match (partial term overlap): claude_code_session_over_mcp [ekos/crates/cli/tests/mcp_session.rs:79]\npossible search match (partial term overlap): Compiler::register_pass [ekos/crates/compiler-core/src/compiler.rs:38]\npossible search match (partial term overlap): gateway_matches_partitioned_ledger_over_two_workers [ekos/crates/distributed/tests/gateway.rs:61]\npossible search match (partial term overlap): ekos_compiler_core::pass::PassContext\npossible search match (partial term overlap): ekos_compiler_core::pass::CompilerPass\npossible search match (partial term overlap): ekos_compiler_core::pass::PassError\npossible search match (partial term overlap): ExecutionReport::passes_run [ekos/crates/compiler-core/src/scheduler.rs:49]\npossible search match (partial term overlap): ekos/crates/compiler-core/src/pass.rs [ekos/crates/compiler-core/src/pass.rs]\npossible search match (partial term overlap): alice_posts_bob_observes_and_replies_across_two_rounds [ekos/crates/simulation/tests/forum_fixture.rs:80]\npossible search match (partial term overlap): Compiler::run [ekos/crates/compiler-core/src/compiler.rs:42]\npossible search match (partial term overlap): Concentration risk: ekos_compiler_core::pass::CompilerPass\npossible search match (partial term overlap): Concentration risk: ekos_compiler_core::pass::PassContext\npossible search match (partial term overlap): Concentration risk: ekos_compiler_core::pass::PassError\npossible search match (partial term overlap): find_owning_file [ekos/crates/recovery/src/llm_description.rs:140]\npossible search match (partial term overlap): ensure_statement_separators [ekos/crates/recovery/src/statement_repair.rs:19]\npossible search match (partial term overlap): compile_worker_run [ekos/crates/cli/src/commands/cluster.rs:96]\npossible search match (partial term overlap): Runtime::over [ekos/crates/runtime/src/lib.rs:103]\npossible search match (partial term overlap): git_output [ekos/plugins/git/src/lib.rs:44]\nekos/crates/compiler-core/src/compiler.rs — related to Compiler [ekos/crates/compiler-core/src/compiler.rs]\n",
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      "error": null,
      "attribution": "n/a",
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    },
    {
      "id": "hist-001",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1014,
      "output_tokens": 147,
      "cache_hit": false,
      "rss_kb_end": 118092,
      "cpu_time_ms": 730.0,
      "latency_ms": 34878.54559,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: The RFC that first defined EKOS's core compiler abstractions, including CompilerPass, PassManager, and Scheduler, is not explicitly mentioned in the provided evidence. However, claim 19 mentions a file \"docs/rfcs/0001-compiler-core.md\" which could potentially contain information about the definition of these abstractions.\n\nAssembling the best answer the claims support: The claims do not provide direct evidence for the question, but they suggest that there might be an RFC (Request For Comments) document that defines EKOS's core compiler abstractions. However, without further investigation or additional claims, it is impossible to determine which specific RFC this would be.\n\nCiting:",
      "evidence_text": "possible search match (partial term overlap): ekos_compiler_core::CompilerPass\npossible search match (partial term overlap): ekos_compiler_core::pass::CompilerPass\npossible search match (partial term overlap): ekos_compiler_core::Scheduler\npossible search match (partial term overlap): Concentration risk: ekos_compiler_core::pass::CompilerPass\npossible search match (partial term overlap): ekos_compiler_core::scheduler::FailureMode\npossible search match (partial term overlap): ekos-scheduler depends_on ekos-compiler-core [ekos/crates/scheduler/Cargo.toml]\npossible search match (partial term overlap): ekos-compiler-core\npossible search match (partial term overlap): ekos/crates/compiler-core/src/scheduler.rs [ekos/crates/compiler-core/src/scheduler.rs]\npossible search match (partial term overlap): ekos/crates/compiler-core/src/compiler.rs [ekos/crates/compiler-core/src/compiler.rs]\npossible search match (partial term overlap): ekos/crates/compiler-core\npossible search match (partial term overlap): ekos_compiler_core::PassContext\npossible search match (partial term overlap): ekos_compiler_core::FailureMode\npossible search match (partial term overlap): ekos_compiler_core::PassOutcome\npossible search match (partial term overlap): ekos_compiler_core::PassError\npossible search match (partial term overlap): ekos_compiler_core::Diagnostic\npossible search match (partial term overlap): ekos_compiler_core::ExecutionReport\npossible search match (partial term overlap): ekos_compiler_core::EkosConfig\npossible search match (partial term overlap): ekos/crates/compiler-core/Cargo.toml [ekos/crates/compiler-core/Cargo.toml]\nsearch match: docs/rfcs/0001-compiler-core.md [docs/rfcs/0001-compiler-core.md]\nsearch match: docs/rfcs/0001-compiler-core.md [docs/rfcs/0001-compiler-core.md]\nekos/crates/compiler-core/src/pass.rs — related to CompilerPass [ekos/crates/compiler-core/src/pass.rs]\n",
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    {
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      "passed": false,
      "hallucinated": false,
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      "retrieval_recall": null,
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      "trajectory_score": null,
      "input_tokens": 1355,
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      "cache_hit": false,
      "rss_kb_end": 14572,
      "cpu_time_ms": 4470.0,
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      "error": null,
      "attribution": "retrieval",
      "answer": "Answer: The Model Context Protocol server (RFC 0013) was built to enable AI agents to share and coordinate their models, allowing them to learn from each other's experiences and improve their performance.\n\nThe claims that support this answer are:\n\n* Claim 1: docs/rfcs/0013-mcp-server.md [docs/rfcs/0013-mcp-server.md] (evidence 827bf37a-374c-4485-a2e0-b98dc37da555)\n* Claim 3: docs/rfcs/0013-mcp-server.md: section 1 [docs/rfcs/0013-mcp-server.md] (evidence f8cb81e9-e17d-4b09-acb2-c390f26d8585)\n\nThese claims describe the purpose of the Model Context Protocol server, which is to enable AI agents to share and coordinate their models.\n\nCITED EVIDENCE:",
      "evidence_text": "search match: docs/rfcs/0013-mcp-server.md [docs/rfcs/0013-mcp-server.md]\nsearch match: docs/rfcs/0013-mcp-server.md [docs/rfcs/0013-mcp-server.md]\nsearch match: docs/rfcs/0013-mcp-server.md: section 1 [docs/rfcs/0013-mcp-server.md]\npossible search match (partial term overlap): docs/rfcs/0013-mcp-server.md: section 2 [docs/rfcs/0013-mcp-server.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0049-agent-model.md [ekos/docs/rfcs/0049-agent-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0049-agent-model.md [ekos/docs/rfcs/0049-agent-model.md]\npossible search match (partial term overlap): LocalFsBackend::exists [ekos/crates/segment-backend/src/lib.rs:208]\npossible search match (partial term overlap): FileSystemArtifactStore::exists [ekos/crates/artifact/src/store.rs:76]\npossible search match (partial term overlap): PackArtifactStore::exists [ekos/crates/artifact/src/pack.rs:279]\npossible search match (partial term overlap): MemBackend::exists [ekos/crates/segment-backend/src/lib.rs:296]\npossible search match (partial term overlap): ObjectStoreBackend::exists [ekos/crates/segment-backend/src/object_store_backend.rs:265]\npossible search match (partial term overlap): ekos/docs/rfcs/0049-agent-model.md: section 1 [ekos/docs/rfcs/0049-agent-model.md]\npossible search match (partial term overlap): VectorIndex::open_existing [ekos/crates/ledger/src/vector.rs:152]\npossible search match (partial term overlap): protocol::WorkerRequest\npossible search match (partial term overlap): protocol::WorkerResponse\npossible search match (partial term overlap): protocol::PartitionId\npossible search match (partial term overlap): protocol::Request\npossible search match (partial term overlap): protocol::DiffWire\npossible search match (partial term overlap): protocol::Response\npossible search match (partial term overlap): strip_unlogged_before_table [ekos/plugins/sql-dialect-postgres/src/lib.rs:143]\nweb/ui/dist/assets/Dashboard-BipwCPvg.js — related to aI [web/ui/dist/assets/Dashboard-BipwCPvg.js]\n",
      "evidence_refs": [
        "827bf37a-374c-4485-a2e0-b98dc37da555",
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    {
      "id": "hist-003",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
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      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1378,
      "output_tokens": 146,
      "cache_hit": false,
      "rss_kb_end": 32100,
      "cpu_time_ms": 920.0,
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      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answering.\n\nThe claims suggest that the fact-segment storage engine was introduced in RFC 0016, which later became the default backend for new EKOS workspaces. However, the specific RFC that introduced this feature is not explicitly stated in the provided evidence.\n\nSupported answer: The fact-segment storage engine was introduced in an unspecified RFC (RFC 0016).\n\nMissing information: The exact RFC number or title that introduced the fact-segment storage engine.",
      "evidence_text": "possible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md [docs/rfcs/0016-fact-segment-engine.md]\npossible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md [docs/rfcs/0016-fact-segment-engine.md]\npossible search match (partial term overlap): ekos-segment-backend\npossible search match (partial term overlap): ekos/crates/segment-backend/Cargo.toml [ekos/crates/segment-backend/Cargo.toml]\npossible search match (partial term overlap): ekos_segment_backend::SegmentBackend\npossible search match (partial term overlap): ekos_segment_backend::MemBackend\npossible search match (partial term overlap): ekos/crates/segment-backend\npossible search match (partial term overlap): ekos_segment_backend::BackendError\npossible search match (partial term overlap): ekos_segment_backend::LocalFsBackend\npossible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md: section 6 [docs/rfcs/0016-fact-segment-engine.md]\npossible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md: section 8 [docs/rfcs/0016-fact-segment-engine.md]\npossible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md: section 4 [docs/rfcs/0016-fact-segment-engine.md]\npossible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md: section 1 [docs/rfcs/0016-fact-segment-engine.md]\npossible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md: section 2 [docs/rfcs/0016-fact-segment-engine.md]\npossible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md: section 5 [docs/rfcs/0016-fact-segment-engine.md]\npossible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md: section 9 [docs/rfcs/0016-fact-segment-engine.md]\npossible search match (partial term overlap): ekos/crates/segment-backend/src/lib.rs [ekos/crates/segment-backend/src/lib.rs]\npossible search match (partial term overlap): Concentration risk: ekos-segment-backend [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md: section 7 [docs/rfcs/0016-fact-segment-engine.md]\npossible search match (partial term overlap): uses_fact_engine [ekos/crates/cli/src/commands/store.rs:50]\n",
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        "10d67e5a-c754-5199-915e-23349038a6f5",
        "38180c64-cf31-5e0f-97ff-3b402df1f214",
        "d46489cc-3304-5b27-9a1e-9ef5c63a7ed2",
        "d3a55d3c-1e0b-5677-9a95-1e2d836d4a67",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "62390eef-c781-5e04-a47c-6dc963202838",
        "170d2770-6f7a-54d2-8c75-4f3223dd2737",
        "c0f1176b-b553-5c7a-ab8e-d2d5880de267",
        "5c78892e-aa8d-5baf-9fc6-612ed2222284",
        "985ab077-be31-5168-a478-da7676971d16",
        "427e8e23-7c51-5f0d-abc8-fabc4845701a",
        "9605c485-cbe9-5379-bb42-29524fc6d6e7",
        "0c55b58b-4a1a-52a8-825d-1c0825659be3",
        "1f1d0e19-5876-5f13-bc3a-c8ea750b6565",
        "030e0705-6c41-504d-89cb-2c974c0c3561",
        "65ccee5d-f1c8-54e1-8876-ac080ea83285",
        "868af59a-0508-5cc6-a395-3f4aad7819f6",
        "eed08c14-bd86-5b62-b147-4288ff2b2685",
        "6cd0b5a7-b8fa-50d5-9728-0e685b1b65fe",
        "625bf930-9e5a-5cfe-81bf-e1b57b814687",
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "e6f47528-da10-530e-a982-87844e63119c"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "hist-004",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1669,
      "output_tokens": 41,
      "cache_hit": false,
      "rss_kb_end": 46424,
      "cpu_time_ms": 580.0,
      "latency_ms": 28183.268029,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\n\nI looked for a claim that names or describes the RFC that introduced the built-in secrets/PII redaction baseline and why, but none of the provided claims match this description.",
      "evidence_text": "possible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 6 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 1 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 3 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 4 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 5 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 2 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): build_redacts_a_fake_secret_from_the_observed_excerpt [ekos/crates/cli/tests/skeleton.rs:145]\npossible search match (partial term overlap): secrets\npossible search match (partial term overlap): TransformNode::properties [ekos/crates/semantic/src/transform_ir.rs:491]\npossible search match (partial term overlap): retrieval_quality_meets_baseline [ekos/crates/runtime/tests/retrieval_eval.rs:11]\npossible search match (partial term overlap): recover_redacts_a_fake_secret_from_a_cicd_workflow_step [ekos/crates/cli/tests/skeleton.rs:216]\npossible search match (partial term overlap): redact [ekos/crates/common/src/redaction.rs:226]\npossible search match (partial term overlap): ekos_common::redaction::redact\npossible search match (partial term overlap): KirObject::with_property [ekos/crates/kir/src/lib.rs:215]\npossible search match (partial term overlap): sonar-project.properties [sonar-project.properties]\npossible search match (partial term overlap): redact_json [ekos/crates/common/src/redaction.rs:286]\npossible search match (partial term overlap): Concentration risk: secrets\npossible search match (partial term overlap): redact_with_pattern [ekos/crates/common/src/redaction.rs:245]\nweb/api/app/routes/auth.py — related to secrets [web/api/app/routes/auth.py]\nConcentration risk: secrets — related to secrets\nweb/api/app/supervisor.py — related to secrets [web/api/app/supervisor.py]\nweb/api/app/auth.py — related to secrets [web/api/app/auth.py]\n",
      "retrieved_ids": [
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "100381d0-7f9f-5a7e-9cf3-436b098fa154",
        "169901e8-08e3-5456-8237-260e3109e2b8",
        "5c0543f1-af7f-5683-ac95-1e74de8b0e27",
        "c467c541-d06b-5ecb-8b1a-3c81782f5839",
        "61aedc2e-d2e9-50e6-a074-25dea5b79fd7",
        "80b144fb-53ab-5831-8888-5dbea26705de",
        "7a31c783-a557-562e-b133-d5bd2c1dc944",
        "56355ecb-dc9e-54c6-888e-054386b959d4",
        "995df50a-b222-5596-a3b1-29128eb9789e",
        "b73d27b3-7741-5341-88c1-4035f1ce7dc1",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "199da774-e4e3-58a8-a096-92b5d401cedb",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "90291ac0-f9e4-5e6e-91df-848afbf64c4c",
        "bb6c9e6f-c8dd-500d-8cc1-ee516e3759db",
        "9d7c7a4b-16fc-5a61-a754-ca4eda924db7",
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        "e629568a-7ebb-584d-92ff-02ddd913e187",
        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
        "10499888-a7e7-5aec-b750-bb466d02dd6b",
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "1f61fff3-2785-5197-8c94-9864fb1e9eef",
        "9022b0a2-3a1a-50de-8765-846c7910cc0f",
        "a708c343-836a-52a1-be49-32679b1af7d6",
        "7843e226-99b3-5876-9c6b-57c90c345b7f",
        "dc0b90f7-b9c6-5f91-acc2-4d9cad0ef13b",
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        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "62390eef-c781-5e04-a47c-6dc963202838",
        "ed314200-ca1a-5ecb-a9fd-ebbf22247e64",
        "972c0223-2c64-54bc-b774-890fc6b61ab1",
        "030e0705-6c41-504d-89cb-2c974c0c3561",
        "4b250e1a-586b-5488-b41c-0446be907c5d",
        "7ef5a1a2-61cd-57a9-87fe-22efd4e5a8f2",
        "7826b0ef-c17a-5f80-8c46-410481e98150",
        "36d057e1-9bc2-5c10-8e8d-1f29149f2d63",
        "563fc103-8f12-5378-950f-9ff5b248f1b6",
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "d68e1726-557f-57f2-847a-f1c6561403c3",
        "8bcd7958-27d3-585b-b783-ae3e66ef8d19",
        "8fcc1c28-4762-5ab7-942a-7b86ff5a1cab",
        "0a3e08f0-97d7-5369-92be-630b6ded99dd",
        "f949bbbb-5213-5a5b-bef0-de568836cca7"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "hist-005",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1551,
      "output_tokens": 186,
      "cache_hit": false,
      "rss_kb_end": 17436,
      "cpu_time_ms": 500.0,
      "latency_ms": 54731.075525,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Assembling the best answer the claims support:\n\nThe real bug devlog_100 recorded was related to a Python file's compiled symbols. According to claim 18, it is possible that the issue occurred when an unknown reference in a real file produced a real error (claim 7). This could have led to the loss or corruption of the compiled symbols.\n\nWhat is missing:\n\nThe specific details about what happened to the compiled symbols and why are not explicitly stated in the provided claims. However, it can be inferred that the issue was related to an unknown reference in a Python file, which may have caused errors in the compilation process.\n\nCited evidence:\n{\"cited_evidence\": [\"bb822351-af65-4eaa-bd95-8bffe43a3f56\", \"498435c9-1f5c-436b-b482-ecd1444a1593\", ...]}",
      "evidence_text": "possible search match (partial term overlap): real_file_path [ekos/crates/recovery/src/llm_description.rs:248]\npossible search match (partial term overlap): parse_python_file [ekos/crates/recovery/src/python_analyzer.rs:224]\npossible search match (partial term overlap): python_symbol_kir_id [ekos/crates/recovery/src/python_analyzer.rs:303]\npossible search match (partial term overlap): devlogs/devlog_100.md [devlogs/devlog_100.md]\npossible search match (partial term overlap): devlogs/devlog_100.md [devlogs/devlog_100.md]\npossible search match (partial term overlap): render_api_from_legacy_file_symbols [ekos/crates/docs-gen/src/lib.rs:3053]\npossible search match (partial term overlap): unknown_reference_in_a_real_file_produces_a_real_error [ekos/crates/simulation/tests/scenario_fixture.rs:181]\nsearch match: devlogs/devlog_100.md: section 1 [devlogs/devlog_100.md]\npossible search match (partial term overlap): record [ekos/crates/cli/src/commands/query_log.rs:62]\npossible search match (partial term overlap): ekos/docs/rfcs/0089-symbol-defined-in-file-location.md [ekos/docs/rfcs/0089-symbol-defined-in-file-location.md]\npossible search match (partial term overlap): devlogs/devlog_100.md: section 4 [devlogs/devlog_100.md]\npossible search match (partial term overlap): devlogs/devlog_100.md: section 3 [devlogs/devlog_100.md]\npossible search match (partial term overlap): record_manifest [ekos/crates/compiler-core/src/cache.rs:56]\npossible search match (partial term overlap): PostedStore::record [ekos/crates/marketing/src/store.rs:50]\npossible search match (partial term overlap): PartitionedLedger::record [ekos/crates/ledger/src/partitioned/mod.rs:565]\npossible search match (partial term overlap): ekos/docs/rfcs/0089-symbol-defined-in-file-location.md [ekos/docs/rfcs/0089-symbol-defined-in-file-location.md]\npossible search match (partial term overlap): devlogs/devlog_100.md: section 2 [devlogs/devlog_100.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0089-symbol-defined-in-file-location.md: section 1 [ekos/docs/rfcs/0089-symbol-defined-in-file-location.md]\npossible search match (partial term overlap): cache::record_manifest\npossible search match (partial term overlap): record_query_event [ekos/crates/clickhouse-query/src/audit.rs:31]\nekos/crates/cli/src/commands/query_log.rs — related to record [ekos/crates/cli/src/commands/query_log.rs]\n",
      "retrieved_ids": [
        "199da774-e4e3-58a8-a096-92b5d401cedb",
        "a9f8633b-0b16-5e2c-946d-b8f246cf5f9b",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "4b250e1a-586b-5488-b41c-0446be907c5d",
        "3723832b-174d-5b51-a63c-a47f01b0d122",
        "b434d5b5-d555-5b7b-80e1-c97e16f14de6",
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        "888fe357-b804-5d09-8f1e-26c4d5c7a9f3",
        "72ff02a8-b7ba-5481-b85d-c5b408ab50e4",
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        "762577ef-bbc4-5ff2-ab02-1d6add6ecda7",
        "10499888-a7e7-5aec-b750-bb466d02dd6b",
        "96257356-6f6c-5a3d-95c7-ccbd599fda24",
        "dba53910-c31e-5d82-9e01-22c1f99d33fa",
        "b0d07589-e16d-5a6f-882b-494ec2dec433",
        "ed5b3a6c-e045-5da5-ae41-c4ff777893a9",
        "f002fcef-43fd-5641-a178-9ed4b114ad09",
        "b0831590-3880-59f7-9aa1-3159e8396bef",
        "c93af02b-ad8f-5177-9030-49f5e0c2db76",
        "7dbba924-067b-5b9c-9975-9e223d01dc4c",
        "78f52909-38ad-57b8-bdcf-0b15c0c6b7f7",
        "a85b0d6d-2cbc-5af0-a2e5-5afad9ce4d0d",
        "d7340744-7cf6-5d2b-912a-63efde92caba",
        "8624ec5c-a1f0-59d8-8947-fb49e4ccddb6",
        "b47b9a66-31eb-512b-b220-2f83d98048d7",
        "a9bb1758-47b4-5b19-9ef2-138480b01247",
        "e48bd182-5e2a-5113-a80e-23533ea84aa0",
        "9ff658fe-1e76-59b4-906c-0fa6bad8c393",
        "1c308247-67e9-516b-ab5d-a07405f89780",
        "784fdd35-ea05-56fc-bd2d-d2848099f648",
        "1af6a209-69ee-52de-b405-af8090b15570",
        "bb58055f-7841-534e-b0bc-86189b1184a7",
        "7d69f4f1-f565-5e31-abcb-cf6047b8734c",
        "8af7b2b5-a40f-5e92-b06b-39829e461a7e",
        "9118840b-e021-5af5-8d4d-c529a543c6d0",
        "9f716238-75ac-54ec-b6d9-bb9ea274da91",
        "0396d6c8-017d-5757-9820-2a85f50522cd",
        "f7729c3a-1c9e-5498-8bd6-e08b004203f4",
        "ab012e57-e04f-5206-a752-882c2ad7d870",
        "a58c286f-d5fa-558e-9033-5458e1f1b46b",
        "39395a6e-5c8a-56a0-a7a8-55c4c0a9bffe",
        "1b2c335b-334c-5539-b221-e623be8af05b",
        "d840b389-7360-57ae-b615-8ca390385490",
        "729b0017-85a9-5032-be19-e34ce7d4a86d",
        "82a6f406-3d3d-5877-a44d-9c7d80384176",
        "67114ad5-cda0-5d80-9444-0bf9047d0ecc",
        "f40bb09d-d514-5b30-8d69-68ca64808a02",
        "7e7f9e27-8cda-5c2a-a406-b7cf3d342fda",
        "e629568a-7ebb-584d-92ff-02ddd913e187",
        "dbceffaa-d4fd-5b0e-b1d2-e92512ca03d0"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "hist-006",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1314,
      "output_tokens": 147,
      "cache_hit": false,
      "rss_kb_end": 45544,
      "cpu_time_ms": 370.0,
      "latency_ms": 40602.406638,
      "error": null,
      "attribution": "retrieval",
      "answer": "Insufficient evidence.\nI looked for claims that directly address the root cause of missing services/ai_service.py symbols.\n\nAlthough there are many possible search matches, none of them explicitly state the root cause of the issue. The only claim that seems relevant is:\n\n2. search match: devlogs/devlog_100.md [devlogs/devlog_100.md] (evidence 64ced09f-6b25-4986-b6f3-5461aee236bc)\n\nHowever, this claim does not provide information about the root cause of the missing symbols.",
      "evidence_text": "possible search match (partial term overlap): tower_http::services::ServeDir\nsearch match: devlogs/devlog_100.md [devlogs/devlog_100.md]\nsearch match: devlogs/devlog_100.md [devlogs/devlog_100.md]\npossible search match (partial term overlap): python_symbol_kir_id [ekos/crates/recovery/src/python_analyzer.rs:303]\nsearch match: devlogs/devlog_100.md: section 1 [devlogs/devlog_100.md]\npossible search match (partial term overlap): devlogs/devlog_100.md: section 4 [devlogs/devlog_100.md]\npossible search match (partial term overlap): devlogs/devlog_100.md: section 3 [devlogs/devlog_100.md]\npossible search match (partial term overlap): devlogs/devlog_100.md: section 2 [devlogs/devlog_100.md]\npossible search match (partial term overlap): SegmentStore::root [ekos/crates/ledger/src/segment/mod.rs:614]\npossible search match (partial term overlap): partitioned_root [ekos/crates/cli/src/commands/store.rs:45]\npossible search match (partial term overlap): default_root [ekos/crates/compiler-core/src/config.rs:48]\npossible search match (partial term overlap): FileSystemArtifactStore::root [ekos/crates/artifact/src/store.rs:41]\npossible search match (partial term overlap): PartitionCache::root [ekos/crates/distributed/src/cache.rs:49]\npossible search match (partial term overlap): store_root [ekos/crates/cli/src/commands/mcp.rs:125]\npossible search match (partial term overlap): test_allowlist_rejects_anything_else [web/api/tests/test_readproc.py:22]\npossible search match (partial term overlap): first_missing_key [ekos/crates/demo-server/src/main.rs:133]\npossible search match (partial term overlap): crates_missing_classification [ekos/crates/recovery/src/architecture_evaluator.rs:73]\npossible search match (partial term overlap): sqlparser::parser::Parser\npossible search match (partial term overlap): oxc_parser::Parser\npossible search match (partial term overlap): AI\n",
      "evidence_refs": [
        "64ced09f-6b25-4986-b6f3-5461aee236bc"
      ],
      "retrieved_ids": [
        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "ef778398-876b-5bd1-adb8-fe44c1c71eae",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "77b92160-76ff-5c3a-8f00-af178a6f9c89",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "62390eef-c781-5e04-a47c-6dc963202838",
        "ed314200-ca1a-5ecb-a9fd-ebbf22247e64",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "030e0705-6c41-504d-89cb-2c974c0c3561",
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
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      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "ANSWERING.\n\nThe claims suggest that RFC 0004 in the EKOS project is about \"semantic knowledge ledger\". This can be inferred from claim 8, which directly mentions \"docs/rfcs/0004-semantic-knowledge-ledger.md\" and provides evidence for it. Additionally, claim 15 also references this document, specifically mentioning section 1.\n\nWhile some claims are partial matches or possible search matches, they do not provide direct information about the content of RFC 0004. However, the presence of these claims suggests that the topic of semantic knowledge ledger is relevant to the EKOS project and may be discussed in other documents or contexts.\n\nCITING:",
      "evidence_text": "possible search match (partial term overlap): project [ekos/crates/ledger/src/index.rs:263]\npossible search match (partial term overlap): project [ekos/crates/ekl/src/interpreter.rs:278]\npossible search match (partial term overlap): project_qualify [ekos/crates/common/src/project.rs:26]\npossible search match (partial term overlap): calculated_projection [ekos/crates/recovery/src/sql_transform_analyzer.rs:585]\npossible search match (partial term overlap): describe_project [ekos/crates/recovery/src/llm_description.rs:528]\npossible search match (partial term overlap): ekos/crates/common/src/project.rs [ekos/crates/common/src/project.rs]\npossible search match (partial term overlap): .serena/project.yml [.serena/project.yml]\nsearch match: docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\nsearch match: docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): project_summary_id [ekos/crates/recovery/src/llm_description.rs:500]\npossible search match (partial term overlap): sonar-project.properties [sonar-project.properties]\npossible search match (partial term overlap): .serena/project.local.yml [.serena/project.local.yml]\npossible search match (partial term overlap): ekos/docs/rfcs/0076-real-project-test-fixes.md [ekos/docs/rfcs/0076-real-project-test-fixes.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0076-real-project-test-fixes.md [ekos/docs/rfcs/0076-real-project-test-fixes.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 1 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): project_key_for_base [ekos/crates/common/src/project.rs:36]\npossible search match (partial term overlap): llm_description::describe_project\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 2 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0079-multi-project-analyzer-id-collisions.md [ekos/docs/rfcs/0079-multi-project-analyzer-id-collisions.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0079-multi-project-analyzer-id-collisions.md [ekos/docs/rfcs/0079-multi-project-analyzer-id-collisions.md]\n",
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      "answer": "ANSWERING.\n\nThe answer the claims support is that RFC 0013 refers to an MCP server. This is based on claim 1, which mentions \"docs/rfcs/0013-mcp-server.md\" and provides evidence for it.\n\nCITING:",
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      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "REFUSING. Refuse to answer the question because none of the claims directly mention the Model Context Protocol server or the append-only Semantic Knowledge Ledger's original design.",
      "evidence_text": "possible search match (partial term overlap): append_only_warning [web/api/app/config_io.py:110]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): Ledger::append [ekos/crates/ledger/src/lib.rs:548]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 3 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 1 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): Ledger::object_history [ekos/crates/ledger/src/lib.rs:905]\npossible search match (partial term overlap): Ledger::relationship_history [ekos/crates/ledger/src/lib.rs:924]\npossible search match (partial term overlap): Ledger::append_object [ekos/crates/ledger/src/lib.rs:561]\npossible search match (partial term overlap): Ledger::append_versioned [ekos/crates/ledger/src/lib.rs:500]\npossible search match (partial term overlap): Ledger::append_relationship [ekos/crates/ledger/src/lib.rs:628]\npossible search match (partial term overlap): Ledger::append_evidence [ekos/crates/ledger/src/lib.rs:602]\npossible search match (partial term overlap): Ledger::append_event [ekos/crates/ledger/src/lib.rs:614]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 2 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): Ledger::set_write_context [ekos/crates/ledger/src/lib.rs:948]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0064-architecture-knowledge-model.md [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\npossible search match (partial term overlap): find_owning_file [ekos/crates/recovery/src/llm_description.rs:140]\npossible search match (partial term overlap): ekos-demo-server depends_on ekos-ledger [ekos/crates/demo-server/Cargo.toml]\npossible search match (partial term overlap): ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md [ekos/docs/rfcs/0065-architecture-knowledge-model-v2.md]\n",
      "retrieved_ids": [
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        "3a9ae635-ec2e-5206-b442-b259396a4697",
        "3133fd82-163d-5de0-aebb-fc1d433a4562",
        "b0e97348-cde0-5d22-8d58-94681cbfc425",
        "63c4f698-5459-5afe-83e7-d7152314e12d"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "hist-011",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 384,
      "output_tokens": 99,
      "cache_hit": false,
      "rss_kb_end": 37548,
      "cpu_time_ms": 60.0,
      "latency_ms": 16429.33434,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Insufficient evidence.\nI looked for a claim that describes the motivation behind defining compiler abstractions in RFC 0001.\n\nNote: There is no direct mention of RFC 0001 or its Motivation section in the provided claims, so I refuse to answer this question. The given claims only describe the kind of RustModule and the name of PlanNode, but do not provide any information about the motivation behind defining compiler abstractions.",
      "evidence_text": "reason::PlanNode.name = reason::PlanNode\nreason::PlanNode.kind = RustModule\n",
      "retrieved_ids": [
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        "d3b1fb94-dfcf-5671-a653-6ef71a56280e",
        "2ad480fc-7182-5373-b8e0-f26c0824afd9",
        "9e673620-26ac-5c18-a567-fd5740917147",
        "c13c8971-1bc5-5e72-90cd-27eb1567cb98",
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        "abd69c1c-da5b-59a3-b855-7db53f1c1507",
        "7d77aaa5-8f15-5eeb-8328-7469077042a4",
        "49e883eb-969b-5fe4-8f78-7a8062bcae5d",
        "2180f492-2378-5709-97e5-354fd0aa04cf",
        "cb393b41-2582-587c-a703-fa1a655dc611",
        "1e4ab135-9d4e-5a9f-857b-af052b760e97",
        "203436f8-4f5f-5f2b-93a8-b25fd11e5174",
        "2b0df9e4-7f6f-5fa7-ba55-3cc921abd287",
        "944c015c-ad50-5e55-9238-7d57ee4ed67b",
        "71c4923a-8f1e-587c-a91a-37769f53c149",
        "68da2171-e206-5978-acbe-500cdf6eadd2",
        "6672efa9-4ce8-5c9c-a096-3c74f2963490",
        "34adbfd1-c41a-5af4-9d21-085386479cef",
        "1750725c-e944-52c0-80b0-618442c978dd",
        "e77079f8-4e2a-5131-ba2e-e077f2b320cd",
        "f153ee62-96d1-5be6-bdb9-249eab66c33b"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "hist-012",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 791,
      "output_tokens": 64,
      "cache_hit": false,
      "rss_kb_end": 34688,
      "cpu_time_ms": 110.0,
      "latency_ms": 17526.171755,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\nI looked for a claim mentioning RFCs and their relationships to pack-segment machinery.\n\nNote that none of the provided claims mention RFCs or their dependencies, so it is not possible to determine which RFC's Motivation section says it depends on RFC 0015 for its pack-segment machinery.",
      "evidence_text": "dependency_graph_groups.name = dependency_graph_groups [ekos/crates/docs-gen/src/lib.rs:2921]\ndependency_graph_groups.kind = RustSymbol [ekos/crates/docs-gen/src/lib.rs:2921]\ndependency_graph_groups.description = Every relationship kind (excluding `FeedsInto`, which gets its own Data-Flow Sequence treatment in `SequenceDiagrams.md`) small enough for [`render_architecture`]'s `## Dependency Graph` section to draw a real Mermaid diagram rather than a linked sample list ([`MAX_GRAPH_EDGES`]) — factored out so a caller writing standalone [`render_relationship_kind_graph_svg`] files (RFC 0068 §61 follow-on) computes the exact same eligible-kind set the Markdown page already rendered a diagram for, rather than a second, independently re-derived copy of the same filter that could silently drift from it (the recurring \"logic duplicated across two spots, one drifts\" bug shape this project has hit before — `DefaultResolver`'s kind-exclusion list, the two ledger backends' indexed-content field lists). [ekos/crates/docs-gen/src/lib.rs:2921]\ndependency_graph_groups.source_span = {\"end_line\":2954,\"start_line\":2921} [ekos/crates/docs-gen/src/lib.rs:2921]\ndependency_graph_groups.symbol_kind = function [ekos/crates/docs-gen/src/lib.rs:2921]\n",
      "retrieved_ids": [
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        "9605c485-cbe9-5379-bb42-29524fc6d6e7",
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        "c4b5e70f-e265-5b5b-9fa4-a7aed1ea48cf",
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        "2cb3e134-63d2-5df6-9f4f-613c51a00224"
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      "planned_query_type": "structural"
    },
    {
      "id": "sec-001",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 0.5,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1655,
      "output_tokens": 205,
      "cache_hit": false,
      "rss_kb_end": 34548,
      "cpu_time_ms": 620.0,
      "latency_ms": 55757.651538,
      "error": null,
      "attribution": "passed",
      "answer": "Answer: The module that redacts secrets and PII before content reaches the artifact store or ledger is not explicitly named in the provided evidence claims. However, based on the available information, it appears to be related to the `PassContext::with_artifact_store` function (claim 9) and possibly the `ekos_common::redaction::redact` module (claim 17).\n\nAssembling the best answer the claims support:\n\nThe claims suggest that there is a module or function responsible for redacting secrets and PII before content reaches the artifact store or ledger. While no direct claim names this module, the available information points to possible connections with `PassContext::with_artifact_store` and `ekos_common::redaction::redact`. However, more specific evidence is needed to confirm the exact name of the module.\n\nCiting:",
      "evidence_text": "possible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nsearch match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 3 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nsearch match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 5 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 1 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 6 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nsearch match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 4 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 2 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): PassContext::with_artifact_store [ekos/crates/compiler-core/src/pass.rs:64]\npossible search match (partial term overlap): ekos/crates/artifact/src/store.rs [ekos/crates/artifact/src/store.rs]\npossible search match (partial term overlap): ekos_ledger::merge_stores\npossible search match (partial term overlap): build_redacts_a_fake_secret_from_the_observed_excerpt [ekos/crates/cli/tests/skeleton.rs:145]\npossible search match (partial term overlap): secrets\npossible search match (partial term overlap): recover_redacts_a_fake_secret_from_a_cicd_workflow_step [ekos/crates/cli/tests/skeleton.rs:216]\npossible search match (partial term overlap): current_module [ekos/crates/recovery/src/elixir_analyzer.rs:248]\npossible search match (partial term overlap): redact [ekos/crates/common/src/redaction.rs:226]\npossible search match (partial term overlap): ekos_common::redaction::redact\npossible search match (partial term overlap): clean_removes_artifacts_not_ledger [ekos/crates/cli/tests/skeleton.rs:117]\npossible search match (partial term overlap): content_signature [ekos/crates/ledger/src/lib.rs:36]\npossible search match (partial term overlap): content_hash [ekos/crates/clickhouse-query/src/audit.rs:23]\nweb/api/app/routes/auth.py — related to secrets [web/api/app/routes/auth.py]\nConcentration risk: secrets — related to secrets\nweb/api/app/supervisor.py — related to secrets [web/api/app/supervisor.py]\nweb/api/app/auth.py — related to secrets [web/api/app/auth.py]\n",
      "evidence_refs": [
        "9b40fd7f-795b-5f63-b570-7befbbbce23d"
      ],
      "retrieved_ids": [
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        "80b144fb-53ab-5831-8888-5dbea26705de",
        "b73d27b3-7741-5341-88c1-4035f1ce7dc1",
        "995df50a-b222-5596-a3b1-29128eb9789e",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "d3c279b2-8afa-54dc-8e3d-8ce2223bcaee",
        "d997f78d-b111-570e-b530-510e98c14df8",
        "3a9ae635-ec2e-5206-b442-b259396a4697",
        "3133fd82-163d-5de0-aebb-fc1d433a4562",
        "b0e97348-cde0-5d22-8d58-94681cbfc425",
        "63c4f698-5459-5afe-83e7-d7152314e12d",
        "c77e9636-3a00-5b4d-8822-cfd9827364c0",
        "52fdb3a0-b69e-5ec3-a61d-c79ee2df1050",
        "d68e1726-557f-57f2-847a-f1c6561403c3",
        "100381d0-7f9f-5a7e-9cf3-436b098fa154",
        "73f76a80-e2ec-5815-8afb-7e9fd917869f",
        "2641fb34-3ec0-544b-9e1d-fb93042b7ea4",
        "1578886d-e145-5ef0-a989-4f0162bdf044",
        "c8408593-f6d8-5b70-8301-3485d093719e",
        "66c7da48-70e5-57fb-9882-5a5b05933963",
        "e1e4fef0-5cfb-5508-b8a0-f1d735957900",
        "f9819505-18be-5a94-baf4-0d117a09e08f",
        "0acfaa93-b966-526f-836e-fdff8ed68c02",
        "dfe9e581-6696-58eb-800b-b1be8126a0b6",
        "9e673620-26ac-5c18-a567-fd5740917147",
        "c13c8971-1bc5-5e72-90cd-27eb1567cb98",
        "c93281d0-487a-57af-a86f-c5269a9de304",
        "a904d91c-af3b-5cc4-926b-a39c8a31d1d5",
        "772eeb91-6bc0-5bb9-81b6-78042a449e90",
        "51d4d18f-087f-529d-948d-d08f466a736c",
        "68328ad4-597d-5947-afb0-8d5a0804e3dd",
        "47de4d6e-f31c-5894-b4c7-03e40a20cde4",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "795d0365-da58-56f1-8fbf-de790b4d0a8c",
        "e4d8e1eb-116a-5d9b-ba12-abc47727e479",
        "262b1893-57a1-5961-a14f-e3bd5776f66c",
        "e1756209-d606-5b64-b4c6-226b972f0c4c",
        "75768e21-6208-5b55-933c-b98b65d52e4e",
        "8381b3cf-b4ab-5e24-b223-25b1e3647ee2",
        "12d0dd12-20c5-57da-aca4-f87c55d80182",
        "f764a415-955b-54aa-9588-7f04fd055bcf",
        "22873165-bc32-5c38-a219-22586895465f",
        "d3531f43-0f57-50d0-9562-ccf131137e60",
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "588c9eb0-5535-5719-a6cc-8b2acd5a2e0b",
        "13841ea7-f560-5db1-8b59-85348e9a4a41"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "sec-002",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1630,
      "output_tokens": 85,
      "cache_hit": false,
      "rss_kb_end": 20496,
      "cpu_time_ms": 1780.0,
      "latency_ms": 37094.454474000006,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "REFUSING. Refuse only when no claim names or describes the thing the question asks about at all.\n\nInsufficient evidence.\nI looked for claims that describe the [security] section of ekos.toml and its relation to disabling the built-in redaction baseline.\n\nNote: The provided claims do not mention anything specific about disabling the built-in redaction baseline in the [security] section of ekos.toml.",
      "evidence_text": "search match: SECURITY.md: section 4 [SECURITY.md]\nsearch match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 6 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nsearch match: CLAUDE.md: section 8 [CLAUDE.md]\npossible search match (partial term overlap): ekos_common::redaction::redact\nsearch match: SECURITY.md: section 2 [SECURITY.md]\npossible search match (partial term overlap): SECURITY.md: section 1 [SECURITY.md]\npossible search match (partial term overlap): SECURITY.md [SECURITY.md]\npossible search match (partial term overlap): SECURITY.md [SECURITY.md]\npossible search match (partial term overlap): SECURITY.md: section 3 [SECURITY.md]\npossible search match (partial term overlap): retrieval_quality_meets_baseline [ekos/crates/runtime/tests/retrieval_eval.rs:11]\npossible search match (partial term overlap): ekos.toml [ekos.toml]\npossible search match (partial term overlap): redact [ekos/crates/common/src/redaction.rs:226]\npossible search match (partial term overlap): ekos_common::redaction::self\npossible search match (partial term overlap): ekos_common::redaction::RedactionConfig\npossible search match (partial term overlap): ekos/crates/common/src/redaction.rs [ekos/crates/common/src/redaction.rs]\npossible search match (partial term overlap): redact_json [ekos/crates/common/src/redaction.rs:286]\npossible search match (partial term overlap): ekos/Cargo.toml [ekos/Cargo.toml]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 3 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos depends_on toml [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): toml\nTODO.md — related to ekos.toml [TODO.md]\nekos/docs/rfcs/0141-entity-and-edge-attributes.md — related to ekos.toml [ekos/docs/rfcs/0141-entity-and-edge-attributes.md]\nekos/crates/recovery/src/elixir_analyzer.rs — related to ekos.toml [ekos/crates/recovery/src/elixir_analyzer.rs]\nekos/crates/recovery/src/source_evidence.rs — related to ekos.toml [ekos/crates/recovery/src/source_evidence.rs]\nekos/crates/recovery/src/rust_analyzer.rs — related to ekos.toml [ekos/crates/recovery/src/rust_analyzer.rs]\nekos/crates/recovery/src/python_analyzer.rs — related to ekos.toml [ekos/crates/recovery/src/python_analyzer.rs]\n",
      "retrieved_ids": [
        "ccb135b8-4dc5-509a-8fcb-d15012cb27ff",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "1981db8e-6750-5792-a3d3-3fe6ddd0c917",
        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "52fdb3a0-b69e-5ec3-a61d-c79ee2df1050",
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "62390eef-c781-5e04-a47c-6dc963202838",
        "ed314200-ca1a-5ecb-a9fd-ebbf22247e64",
        "80318029-c540-57fd-87f4-5c89f0691cd2",
        "b4ecbd32-1910-5f0c-855d-b0a16a914534",
        "c655474d-c6a4-5717-8c54-85b8c1458246",
        "1578886d-e145-5ef0-a989-4f0162bdf044",
        "030e0705-6c41-504d-89cb-2c974c0c3561",
        "57454a52-49cf-5ee8-ba5a-b111f1ed7889",
        "84d519ba-6dca-5441-a656-7c2fbd482786",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "77b92160-76ff-5c3a-8f00-af178a6f9c89",
        "08fe5cb9-c49b-5622-9531-c674d8c5b6b3",
        "50479ac5-29a2-5ce7-80da-5509e05864a8",
        "80b144fb-53ab-5831-8888-5dbea26705de",
        "2641fb34-3ec0-544b-9e1d-fb93042b7ea4",
        "75768e21-6208-5b55-933c-b98b65d52e4e",
        "87fbebbb-4e32-5fc6-97cd-9805e531bab2",
        "3a52dc33-5162-5937-96ce-fb90df2138e8",
        "f3031758-f00b-5d25-a770-3a15d1eebb37",
        "b57bde1d-9a1e-538b-8cd1-2eaf7f5323f3",
        "227620a7-b6fd-52e4-8724-eda6c3466e60",
        "f1d3b2a4-d5ff-5385-9a24-6e04650fd3fc",
        "7189a7ae-3ddc-518c-b8c5-7e681fb9211c",
        "320bd5a1-4c7e-5597-a476-e5e8f88d8d7e",
        "dc493e62-fd70-5ca6-9225-7567a291ff9f",
        "61aedc2e-d2e9-50e6-a074-25dea5b79fd7",
        "a904d91c-af3b-5cc4-926b-a39c8a31d1d5",
        "849cea78-63d1-5484-934a-4e6587c67515",
        "8a9143a3-0867-5cb6-9538-215332a658a4",
        "5aefd266-8072-5c7c-a7da-5e830d6c975d",
        "56355ecb-dc9e-54c6-888e-054386b959d4",
        "2f0e999e-e6a9-5a8c-8c52-eb9d4a7d25fe",
        "980165a9-dde4-5e41-8453-80eb75c82e2b",
        "18bb71a4-5177-5a8e-91c6-007bfd02b8e5",
        "6c15aedd-21ff-5a80-846e-baffe86ef9f3",
        "f98ad3b0-8c49-5e70-9509-e9ef3a9e6561"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "sec-003",
      "passed": false,
      "hallucinated": true,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1726,
      "output_tokens": 26,
      "cache_hit": false,
      "rss_kb_end": 33876,
      "cpu_time_ms": 510.0,
      "latency_ms": 26662.244737999998,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "REFUSING.\n\nI looked for claims that directly mention the plaintext database password configured for the ClickHouse connector in this workspace.",
      "evidence_text": "possible search match (partial term overlap): test_register_enforces_workspaces_root_when_configured [web/api/tests/test_api.py:71]\npossible search match (partial term overlap): docs/presentations/clickhouse-connector.html [docs/presentations/clickhouse-connector.html]\npossible search match (partial term overlap): docs/presentations/clickhouse-connector.html [docs/presentations/clickhouse-connector.html]\npossible search match (partial term overlap): docs/presentations/clickhouse-connector.html: section 4 [docs/presentations/clickhouse-connector.html]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): docs/presentations/clickhouse-connector.html: section 1 [docs/presentations/clickhouse-connector.html]\npossible search match (partial term overlap): docs/presentations/clickhouse-connector.html: section 2 [docs/presentations/clickhouse-connector.html]\npossible search match (partial term overlap): docs/presentations/clickhouse-connector.html: section 3 [docs/presentations/clickhouse-connector.html]\npossible search match (partial term overlap): database_kir_id [ekos/crates/clickhouse-query/src/audit.rs:13]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 4 [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 8 [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 1 [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 2 [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 9 [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 6 [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 3 [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 5 [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 7 [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 10 [ekos/docs/rfcs/0056-clickhouse-connector.md]\nweb/api/app/models.py — related to Workspace [web/api/app/models.py]\n",
      "retrieved_ids": [
        "ed314200-ca1a-5ecb-a9fd-ebbf22247e64",
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "62390eef-c781-5e04-a47c-6dc963202838",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "e7e1872e-84a3-55d0-b7e1-4553cca0608b",
        "a79b3ca2-e04d-5298-b0c1-e234234abfc0",
        "030e0705-6c41-504d-89cb-2c974c0c3561",
        "0afd7ce1-da52-5b03-992a-8cf258788e95",
        "d9f9c95c-933e-525e-9552-daff7a8b9faa",
        "eed08c14-bd86-5b62-b147-4288ff2b2685",
        "6cd0b5a7-b8fa-50d5-9728-0e685b1b65fe",
        "e3b30198-6df8-54c8-9490-c272010ee608",
        "bdb3a0bd-8f77-565e-b759-6bbd47b37675",
        "1bd7f9b2-f594-574f-8e4f-32d179f2e99c",
        "95994437-94e7-51dc-8b00-fa61bf3228b6",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "77b92160-76ff-5c3a-8f00-af178a6f9c89",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "1981db8e-6750-5792-a3d3-3fe6ddd0c917",
        "ecba7b19-b541-56d9-baaa-f5b2a7cd5e8f",
        "85ee84e7-c322-5126-b252-af92e3b37dd0",
        "6118d2ff-3c43-5024-8cb5-7576024ff464",
        "78dc0da8-7081-510a-8970-d88e50e368f2",
        "52fdb3a0-b69e-5ec3-a61d-c79ee2df1050",
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "726f5f37-f1a4-581b-823b-d0471a7fc604",
        "87fbebbb-4e32-5fc6-97cd-9805e531bab2",
        "3a52dc33-5162-5937-96ce-fb90df2138e8",
        "c29f7821-3cd3-5748-8351-e166341e6a1f",
        "3d13dde7-c67a-540a-923e-0f4f847338da",
        "03ee85f9-c9de-5103-bd68-74a5c01c1e1b",
        "4f7da300-2c00-5a17-ae08-aec87ccfb8e6",
        "7a5bef72-ca42-5c3e-a612-03d585108598",
        "5df4e654-81bd-59f5-adf3-6cfd6b3cb9b9",
        "62469faf-37fe-5e24-8544-d092704dee95",
        "dc493e62-fd70-5ca6-9225-7567a291ff9f",
        "f5396643-d699-5edf-ad70-bb02099f95f2",
        "c5b2260b-0a86-5261-8b1f-897a524b39f2",
        "5aefd266-8072-5c7c-a7da-5e830d6c975d",
        "f201bd23-9542-5a29-a88b-2aa300951325",
        "92cd9e7a-1976-56d8-bb64-90ea49bf9b89",
        "7843e226-99b3-5876-9c6b-57c90c345b7f"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "sec-004",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1605,
      "output_tokens": 180,
      "cache_hit": false,
      "rss_kb_end": 32532,
      "cpu_time_ms": 620.0,
      "latency_ms": 50111.302281000004,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: The RFC that introduced the built-in secrets/PII redaction baseline is not explicitly stated in the provided evidence claims. However, claim 3 mentions \"ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 6\" which suggests that this RFC might be related to the topic of secrets and PII redaction.\n\nAssembling the best answer the claims support:\n\nThe claims do not provide a direct answer to the question, but they do mention \"secrets\" and \"PII redaction\" in various contexts. It is possible that the desired RFC is mentioned in one of these claims, but it is not explicitly stated.\n\nRefusing: Insufficient evidence.\nLooked for: A claim that directly mentions the introduction of a built-in secrets/PII redaction baseline.\n\nCITING:",
      "evidence_text": "possible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nsearch match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 6 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nsearch match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 3 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nsearch match: ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 4 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 1 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 5 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 2 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): build_redacts_a_fake_secret_from_the_observed_excerpt [ekos/crates/cli/tests/skeleton.rs:145]\npossible search match (partial term overlap): secrets\npossible search match (partial term overlap): retrieval_quality_meets_baseline [ekos/crates/runtime/tests/retrieval_eval.rs:11]\npossible search match (partial term overlap): recover_redacts_a_fake_secret_from_a_cicd_workflow_step [ekos/crates/cli/tests/skeleton.rs:216]\npossible search match (partial term overlap): redact [ekos/crates/common/src/redaction.rs:226]\npossible search match (partial term overlap): ekos_common::redaction::redact\npossible search match (partial term overlap): redact_json [ekos/crates/common/src/redaction.rs:286]\npossible search match (partial term overlap): Concentration risk: secrets\npossible search match (partial term overlap): redact_with_pattern [ekos/crates/common/src/redaction.rs:245]\npossible search match (partial term overlap): EkosConfig::redaction_config [ekos/crates/compiler-core/src/config.rs:526]\nsearch match: ekos/crates/common/src/redaction.rs [ekos/crates/common/src/redaction.rs]\npossible search match (partial term overlap): ekos_common::redaction::self\nweb/api/app/routes/auth.py — related to secrets [web/api/app/routes/auth.py]\nConcentration risk: secrets — related to secrets\nweb/api/app/supervisor.py — related to secrets [web/api/app/supervisor.py]\nweb/api/app/auth.py — related to secrets [web/api/app/auth.py]\n",
      "retrieved_ids": [
        "169901e8-08e3-5456-8237-260e3109e2b8",
        "5c0543f1-af7f-5683-ac95-1e74de8b0e27",
        "80b144fb-53ab-5831-8888-5dbea26705de",
        "61aedc2e-d2e9-50e6-a074-25dea5b79fd7",
        "7a31c783-a557-562e-b133-d5bd2c1dc944",
        "b73d27b3-7741-5341-88c1-4035f1ce7dc1",
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      "planned_query_type": "lexical"
    },
    {
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      "answer_score": null,
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      "input_tokens": null,
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      "rss_kb_end": 34044,
      "cpu_time_ms": 0.0,
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      "attribution": "n/a",
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    },
    {
      "id": "sec-006",
      "passed": true,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": 1.0,
      "completeness_score": 1.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1368,
      "output_tokens": 183,
      "cache_hit": false,
      "rss_kb_end": 120068,
      "cpu_time_ms": 820.0,
      "latency_ms": 47160.137613000006,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answering.\n\nThe claims suggest that EKOS reads the Anthropic API key from an environment variable, but they do not specify which one. However, claim 1 provides a direct match with the file `anthropic.rs` in the crate `ekos/crates/recovery`, which implies that the API key might be read from an environment variable named `ANTHROPIC_API_KEY`.\n\nWhile there are no explicit claims stating the exact environment variable name, we can infer that it is likely to be `ANTHROPIC_API_KEY` based on the context.\n\nAssembling the best answer supported by the claims:\n\nEKOS reads the Anthropic API key from the `ANTHROPIC_API_KEY` environment variable by default.\n\nCited evidence:",
      "evidence_text": "search match: ekos/crates/recovery/src/anthropic.rs [ekos/crates/recovery/src/anthropic.rs]\npossible search match (partial term overlap): ekos_recovery::anthropic::AnthropicProvider\npossible search match (partial term overlap): handle_variable_declaration [ekos/crates/recovery/src/javascript_analyzer.rs:447]\npossible search match (partial term overlap): anthropic::AnthropicProvider\npossible search match (partial term overlap): sanitize_key [ekos/crates/ledger/src/partitioned/mod.rs:188]\npossible search match (partial term overlap): encode_key [ekos/crates/ledger/src/index.rs:165]\npossible search match (partial term overlap): cache_key [ekos/crates/recovery/src/embed.rs:284]\npossible search match (partial term overlap): cache_key [ekos/crates/recovery/src/cache.rs:14]\npossible search match (partial term overlap): seg_key [ekos/crates/ledger/src/segment/mod.rs:58]\npossible search match (partial term overlap): split_key [ekos/plugins/clickhouse/src/lib.rs:168]\npossible search match (partial term overlap): ekos/docs/rfcs/0053-virtual-social-environment.md [ekos/docs/rfcs/0053-virtual-social-environment.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0053-virtual-social-environment.md [ekos/docs/rfcs/0053-virtual-social-environment.md]\npossible search match (partial term overlap): ekos_ekl::interpreter::default_returns\npossible search match (partial term overlap): MockEmbeddingProvider::default [ekos/crates/recovery/src/embed.rs:103]\npossible search match (partial term overlap): ResolverConfig::default [ekos/crates/identity/src/lib.rs:155]\npossible search match (partial term overlap): StoreCache::default [ekos/crates/cli/src/commands/mcp.rs:120]\npossible search match (partial term overlap): FileObserver::default [ekos/plugins/file/src/lib.rs:28]\npossible search match (partial term overlap): default_root [ekos/crates/compiler-core/src/config.rs:48]\npossible search match (partial term overlap): SqlRecoverConfig::default [ekos/crates/compiler-core/src/config.rs:256]\npossible search match (partial term overlap): AiRuntimeConfig::default [ekos/crates/runtime/src/ai.rs:100]\n",
      "evidence_refs": [
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      ],
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      "planned_query_type": "lexical"
    },
    {
      "id": "sec-007",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": null,
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      "trajectory_score": null,
      "input_tokens": 1303,
      "output_tokens": 202,
      "cache_hit": false,
      "rss_kb_end": 82968,
      "cpu_time_ms": 710.0,
      "latency_ms": 49608.953431,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answering.\n\nThe claims suggest that the prompt-injection risk gets handled for the one EKOS path that lets an LLM build and run a live SQL query against ClickHouse through the `run_clickhouse_query_blocking` function in `ekos/crates/cli/src/commands/mcp.rs:1361`. However, this claim is only a possible search match with partial term overlap.\n\nA more direct match can be found in claim 13, which mentions that `ekos-clickhouse-query depends_on ekos-plugin-sql-dialect-clickhouse`, indicating that the query is run through the ClickHouse plugin. This suggests that the constraint enforced on the query before it runs is related to the ClickHouse plugin.\n\nBased on these claims, I can infer that the constraint enforced on the query before it runs is likely related to the ClickHouse plugin and its configuration.",
      "evidence_text": "possible search match (partial term overlap): run_clickhouse_query_blocking [ekos/crates/cli/src/commands/mcp.rs:1361]\npossible search match (partial term overlap): get_run [web/api/app/models.py:127]\npossible search match (partial term overlap): run_query [ekos/crates/cli/src/commands/clickhouse.rs:25]\npossible search match (partial term overlap): build_prompt [ekos/crates/recovery/src/architecture_reasoning.rs:251]\npossible search match (partial term overlap): run_llm_description [ekos/crates/cli/src/commands/commit.rs:256]\npossible search match (partial term overlap): SearchIndex::run_query [ekos/crates/ledger/src/search.rs:555]\npossible search match (partial term overlap): ClickHouseHttpClient::run_query [ekos/plugins/clickhouse/src/lib.rs:85]\npossible search match (partial term overlap): crate::prompt::build_user_prompt\npossible search match (partial term overlap): build_symbol_prompt [ekos/crates/recovery/src/llm_description.rs:262]\npossible search match (partial term overlap): build_user_prompt [ekos/crates/marketing/src/prompt.rs:30]\npossible search match (partial term overlap): build_module_prompt [ekos/crates/recovery/src/llm_description.rs:177]\npossible search match (partial term overlap): Concentration risk: super::recover::build_llm_provider\npossible search match (partial term overlap): ekos-clickhouse-query depends_on ekos-plugin-sql-dialect-clickhouse [ekos/crates/clickhouse-query/Cargo.toml]\npossible search match (partial term overlap): ekos-clickhouse-query\npossible search match (partial term overlap): Concentration risk: std::path::Path\npossible search match (partial term overlap): ekos-clickhouse-query depends_on ekos-sql-dialect-sdk [ekos/crates/clickhouse-query/Cargo.toml]\npossible search match (partial term overlap): ekos_clickhouse_query::ask_clickhouse\npossible search match (partial term overlap): test_list_reports_is_empty_before_any_run [web/api/tests/test_evals.py:81]\npossible search match (partial term overlap): build_llm_provider [ekos/crates/cli/src/commands/recover.rs:1086]\npossible search match (partial term overlap): crate::prompt::build_retry_suffix\n",
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      ],
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        "f4d84615-4323-5c36-a0b7-b0be7480fb2a",
        "f4c42baa-ac4d-51fe-8b8c-7455bf0638bd",
        "19b157e2-478e-5f5f-86da-07fd0d203f5d",
        "868dc9f1-ff50-5b73-9579-0e9ad125833f",
        "bfa9f045-6652-502b-a505-e758ac13116a"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "sec-008",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 694,
      "output_tokens": 155,
      "cache_hit": false,
      "rss_kb_end": 36792,
      "cpu_time_ms": 160.0,
      "latency_ms": 32370.699084000003,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN004: redact has no \"returns\" fact"
      ],
      "answer": "Answer: The connector that performs live redaction/sanitization on results returned from a real NL-to-SQL query, before they're shown to the user is not explicitly mentioned in the provided claims. However, based on claim 3, it appears that this functionality is implemented within the `redact` module or function.\n\nAssembling the best answer the claims support: The redaction mechanism replaces matches of built-in patterns and valid regexes with `[REDACTED:<label>]`, but it does not explicitly mention a connector performing live redaction/sanitization. \n\nCITING:",
      "evidence_text": "redact.name = redact [ekos/crates/common/src/redaction.rs:226]\nredact.kind = RustSymbol [ekos/crates/common/src/redaction.rs:226]\nredact.description = Replaces every match of every built-in pattern, plus every valid `config.extra_patterns` regex, with `[REDACTED:<label>]`. An invalid regex in `extra_patterns` is skipped silently (config-driven, so a typo there must not be able to disable the built-in baseline by erroring out the whole call). [ekos/crates/common/src/redaction.rs:226]\nredact.source_span = {\"end_line\":243,\"start_line\":226} [ekos/crates/common/src/redaction.rs:226]\nredact.symbol_kind = function [ekos/crates/common/src/redaction.rs:226]\n",
      "evidence_refs": [
        "5a4b7568-1a1c-4ff4-a58d-b70689b8a992"
      ],
      "retrieved_ids": [
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "f816648e-a2ad-50bd-bd73-494fdbbbad49",
        "4b250e1a-586b-5488-b41c-0446be907c5d",
        "fbbf8304-b139-51e0-bbeb-a3ae80044130",
        "728094d6-494f-5fbd-a5f9-628feb16d607",
        "4081d056-f3c2-5b63-a7d7-60aa55517565",
        "2008d2b7-80bc-5dfc-b695-61042558568e",
        "2f1bd26b-c8de-53c4-9fbe-948ffe548da8",
        "f3c2d331-9a53-59bc-9685-3e186570d337",
        "100381d0-7f9f-5a7e-9cf3-436b098fa154",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "89f53354-1d3c-55c4-9da6-469c8e48c1ba",
        "d40b8a1c-8672-5923-ad4d-38ad94bf97a8",
        "77298747-f0ad-5771-ae0c-c8669353d73e",
        "199da774-e4e3-58a8-a096-92b5d401cedb",
        "77b92160-76ff-5c3a-8f00-af178a6f9c89",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "ab3dddb7-db79-5040-8382-91d6ee1d2d04",
        "864e9abb-ce58-59b0-b9a1-09fcfb9b5165",
        "eb7f2354-09f2-544e-aa85-30dad4b90839",
        "fee5c44c-a2e1-59db-bf5d-b63aff20f8c9",
        "b99e9e61-15dd-5ac5-be47-b6a1955b3f88",
        "cb80b4b3-9be9-5aae-828e-f0d4f3ec4336",
        "937c6e2d-efa6-5b74-bfcb-3bee881ee4ab",
        "fb4a63c1-3690-5bee-b424-6e26e9a46525",
        "d4c45ee3-3c6e-5747-9943-a5b3df1108ee",
        "28df6867-ee23-5c6e-8efc-96752f5894e8",
        "1dab3f65-615b-56e9-ae9b-e92c32a2cb63",
        "cec10e58-166c-56a5-bb1f-471d24727e87",
        "73d9612b-4af4-5e0f-b10f-ddfc27015e27",
        "51806855-5eb4-5457-97d6-44fea42a84ff",
        "2b431c16-e299-5ca5-b60a-18aac4ca949f",
        "f88abe49-b26a-5db2-bcfe-184da2a8ca1d",
        "c4bc6e8e-694a-5b32-b75a-f7b2e6e93b7c",
        "b0d07589-e16d-5a6f-882b-494ec2dec433",
        "b2b10790-db8e-50e7-979b-cf797beaf430",
        "d4d41e1c-f4d1-59a8-acf2-d14697027e31",
        "41345ca4-9529-5fa7-994e-937f12f58595",
        "8480cbe1-4e66-554f-bec6-b17cd37d793e",
        "5f575d34-9287-5ba9-b81a-30f2e77ea92b",
        "cd9bf414-a391-57b7-8135-8591f1fa8d02",
        "f0f3f957-6e7d-542c-8a88-2ccf916a2efc",
        "748a83d1-61ca-5075-b4cf-2795f46d6014",
        "28461a56-0812-57a8-ab6f-d5ba3ac9a7d0",
        "85254e86-16bf-5835-8426-a1baf6fb2e12",
        "b30e2764-552e-5d3e-a1e5-34c523dd7475",
        "740d8947-8f30-586a-9511-fd43bf2a3074",
        "5d82f3c1-9c9a-501b-8527-e3d1a1305aa7"
      ],
      "planned_query_type": "conceptual"
    },
    {
      "id": "sec-009",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1360,
      "output_tokens": 102,
      "cache_hit": false,
      "rss_kb_end": 33488,
      "cpu_time_ms": 850.0,
      "latency_ms": 34007.906714,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answering.\n\nThe built-in redaction baseline in EKOS applies to files read by the Observer connector, as well as direct-file-read blocks in build.rs and recover.rs. This is supported by claims 15 (ekos/crates/common/src/redaction.rs) and 12 (super::store::open_store_read_only).",
      "evidence_text": "possible search match (partial term overlap): PartitionedLedger::read_only [ekos/crates/ledger/src/partitioned/mod.rs:473]\npossible search match (partial term overlap): test_read_command_needs_only_read [web/api/tests/test_commands.py:63]\npossible search match (partial term overlap): query_worker_reads_match_direct_partitioned_reads [ekos/crates/distributed/tests/query_worker.rs:59]\npossible search match (partial term overlap): build_observes_files_and_writes_ledger [ekos/crates/cli/tests/skeleton.rs:47]\npossible search match (partial term overlap): IndexRun::read_block_raw [ekos/crates/ledger/src/index.rs:470]\npossible search match (partial term overlap): SearchIndex::open_read_only [ekos/crates/ledger/src/search.rs:136]\npossible search match (partial term overlap): open_store_read_only [ekos/crates/cli/src/commands/store.rs:199]\npossible search match (partial term overlap): FactLedger::open_read_only [ekos/crates/ledger/src/fact_ledger.rs:381]\npossible search match (partial term overlap): ekos/plugins/file/src/lib.rs [ekos/plugins/file/src/lib.rs]\npossible search match (partial term overlap): FactLedger::open_read_only_with_backend [ekos/crates/ledger/src/fact_ledger.rs:416]\npossible search match (partial term overlap): test_reports_require_only_read_role [web/api/tests/test_evals.py:137]\npossible search match (partial term overlap): super::store::open_store_read_only\npossible search match (partial term overlap): build_excludes_dotenv_files_entirely [ekos/crates/cli/tests/skeleton.rs:183]\npossible search match (partial term overlap): ekos-plugin-file depends_on ekos-observation-sdk [ekos/plugins/file/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/common/src/redaction.rs [ekos/crates/common/src/redaction.rs]\npossible search match (partial term overlap): ekos/plugins/file\npossible search match (partial term overlap): ekos-plugin-file\npossible search match (partial term overlap): ekos/plugins/file/Cargo.toml [ekos/plugins/file/Cargo.toml]\npossible search match (partial term overlap): Concentration risk: super::store::open_store_read_only\npossible search match (partial term overlap): CachedEmbeddingProvider::read [ekos/crates/recovery/src/embed.rs:308]\n",
      "evidence_refs": [
        "7c50f7c7-906d-5c85-abf7-f6e239bbdd19"
      ],
      "retrieved_ids": [
        "8381b3cf-b4ab-5e24-b223-25b1e3647ee2",
        "7cdc5253-6617-5e49-81c7-9e227a76c44b",
        "f1eb7fb3-5398-50f0-b690-1ffea5cbfd9e",
        "13e319a7-8ed7-553d-abf7-138ec1679300",
        "ed5b3a6c-e045-5da5-ae41-c4ff777893a9",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "6af2cb7b-6b2c-5335-ade1-0aed826355d4",
        "0420c3b3-07d6-5545-8a6a-415dabfa362c",
        "78f52909-38ad-57b8-bdcf-0b15c0c6b7f7",
        "75768e21-6208-5b55-933c-b98b65d52e4e",
        "d34fdca8-cb7f-5efa-bf77-acf0e6f3479b",
        "261e78a5-77e6-500d-a8d2-7d676e9be0be",
        "e48468d0-c0fc-5f17-abf3-2728936bc8c2",
        "ca8260da-b4c3-5bc4-8a91-e80055534d4b",
        "87fbebbb-4e32-5fc6-97cd-9805e531bab2",
        "3a52dc33-5162-5937-96ce-fb90df2138e8",
        "dbceffaa-d4fd-5b0e-b1d2-e92512ca03d0",
        "82a6f406-3d3d-5877-a44d-9c7d80384176",
        "5c036ac3-203e-5c59-88f2-d79a35ccf921",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "8d966bbc-55dd-5bea-b53b-fe0f2c709f27",
        "11c79879-31fe-544d-950f-ba1989e37208",
        "7de4664e-7746-5bcb-a6f9-d8cfb90d7c5a",
        "199da774-e4e3-58a8-a096-92b5d401cedb",
        "7e02bcf9-a7b4-5099-8255-130d9ef401bb",
        "5aefd266-8072-5c7c-a7da-5e830d6c975d",
        "8e5148e5-6c23-512c-ae48-fd1175e89d4c",
        "0f089b3f-a595-5d7e-a772-7d937e464178",
        "f8487092-e86b-5ceb-9e9e-8febcbb72b14",
        "064067c2-a107-5b9d-962a-9887ffd83a60",
        "66ce958b-7250-5ec2-954e-eacf8f64aae0",
        "306def2e-bd5a-5784-9453-692c119e8d43",
        "d4d41e1c-f4d1-59a8-acf2-d14697027e31",
        "ff3b4467-e5f5-5401-8b3f-2374fddfc13f",
        "d16b5b98-ae5e-51e2-8e9b-c4cc8251e8c9",
        "7843e226-99b3-5876-9c6b-57c90c345b7f",
        "95170c9b-a032-5191-90a6-8fa4626bb432",
        "06b65958-abb7-5fe1-a6ee-d35946d39062",
        "728094d6-494f-5fbd-a5f9-628feb16d607",
        "4081d056-f3c2-5b63-a7d7-60aa55517565",
        "2008d2b7-80bc-5dfc-b695-61042558568e",
        "2f1bd26b-c8de-53c4-9fbe-948ffe548da8",
        "f3c2d331-9a53-59bc-9685-3e186570d337",
        "acae13df-dfe5-57f3-a785-0252f1a5ce77",
        "73a69623-9987-561e-bea1-3662b650cace",
        "21279082-07b7-5153-b3cc-f94dc366fd90",
        "fbd4b5ce-b139-58c6-9073-8a9561494ddf",
        "a5061f98-e89d-569e-a13c-cca36a9e7f0a",
        "2bca7d5f-e455-5aea-b4d1-308424636e35",
        "d58044fe-3015-5aa0-be86-8031721cf915"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "sec-010",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 2806,
      "output_tokens": 138,
      "cache_hit": false,
      "rss_kb_end": 17208,
      "cpu_time_ms": 5400.0,
      "latency_ms": 72848.574443,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "According to the claims, there is no direct answer on how to manually allow specific secrets through for a given workspace. However, claim 14 mentions CLAUDE.md, which might provide more information on this topic.\n\nThe best answer the claims support is that it's unclear from these claims whether manual allowance of specific secrets is possible or not. The question remains unanswered based on the provided evidence.\n\nRefusing to answer would be incorrect because some indirect matches exist (e.g., claim 14), and we should prefer a supported answer over refusing.\n\nJSON block:\nNote: I only relied on claim 14, which mentions CLAUDE.md.",
      "evidence_text": "possible search match (partial term overlap): secrets\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 6 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): redact_with_pattern [ekos/crates/common/src/redaction.rs:245]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 3 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 4 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 1 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): Concentration risk: secrets\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 2 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 5 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): build_redacts_a_fake_secret_from_the_observed_excerpt [ekos/crates/cli/tests/skeleton.rs:145]\npossible search match (partial term overlap): recover_redacts_a_fake_secret_from_a_cicd_workflow_step [ekos/crates/cli/tests/skeleton.rs:216]\npossible search match (partial term overlap): CLAUDE.md [CLAUDE.md]\npossible search match (partial term overlap): CLAUDE.md [CLAUDE.md]\npossible search match (partial term overlap): RateLimiter::allow [ekos/crates/demo-server/src/main.rs:42]\npossible search match (partial term overlap): _check_allowed [web/api/app/readproc.py:39]\npossible search match (partial term overlap): redact [ekos/crates/common/src/redaction.rs:226]\npossible search match (partial term overlap): ekos_common::redaction::redact\npossible search match (partial term overlap): CLAUDE.md: section 8 [CLAUDE.md]\nekos/crates/compiler-core/src/config.rs — related to CLAUDE.md [ekos/crates/compiler-core/src/config.rs]\nekos/crates/cli/src/commands/commit.rs — related to CLAUDE.md [ekos/crates/cli/src/commands/commit.rs]\ndocs/presentations/generated-documentation.html — related to CLAUDE.md [docs/presentations/generated-documentation.html]\nekos/crates/cli/src/commands/mcp.rs — related to CLAUDE.md [ekos/crates/cli/src/commands/mcp.rs]\nekos/crates/cli/src/commands/mod.rs — related to CLAUDE.md [ekos/crates/cli/src/commands/mod.rs]\nekos/crates/recovery/src/lib.rs — related to CLAUDE.md [ekos/crates/recovery/src/lib.rs]\nbenchmark/Cargo.lock — related to CLAUDE.md [benchmark/Cargo.lock]\ntests/integration/tests/integration.rs — related to CLAUDE.md [tests/integration/tests/integration.rs]\ntests/integration/Cargo.lock — related to CLAUDE.md [tests/integration/Cargo.lock]\nekos/crates/recovery/src/llm_description.rs — related to CLAUDE.md [ekos/crates/recovery/src/llm_description.rs]\ndocs/presentations/cross-project-documentation.html — related to CLAUDE.md [docs/presentations/cross-project-documentation.html]\nTODO.md — related to CLAUDE.md [TODO.md]\nekos/Cargo.lock — related to CLAUDE.md [ekos/Cargo.lock]\ndocs/generated/ekos-self-documentation.html — related to CLAUDE.md [docs/generated/ekos-self-documentation.html]\nREADME.md — related to CLAUDE.md [README.md]\nekos/Cargo.toml — related to CLAUDE.md [ekos/Cargo.toml]\nekos/crates/cli/tests/skeleton.rs — related to CLAUDE.md [ekos/crates/cli/tests/skeleton.rs]\nekos/crates/semantic/src/lib.rs — related to CLAUDE.md [ekos/crates/semantic/src/lib.rs]\nekos/crates/identity/src/lib.rs — related to CLAUDE.md [ekos/crates/identity/src/lib.rs]\nekos/crates/cli/src/commands/recover.rs — related to CLAUDE.md [ekos/crates/cli/src/commands/recover.rs]\nekos/crates/cli/src/bin/ekos.rs — related to CLAUDE.md [ekos/crates/cli/src/bin/ekos.rs]\nekos/crates/docs-gen/src/lib.rs — related to CLAUDE.md [ekos/crates/docs-gen/src/lib.rs]\nekos/crates/recovery/Cargo.toml — related to CLAUDE.md [ekos/crates/recovery/Cargo.toml]\nekos/crates/cli/src/commands/compile.rs — related to CLAUDE.md [ekos/crates/cli/src/commands/compile.rs]\n",
      "retrieved_ids": [
        "100381d0-7f9f-5a7e-9cf3-436b098fa154",
        "90291ac0-f9e4-5e6e-91df-848afbf64c4c",
        "bb6c9e6f-c8dd-500d-8cc1-ee516e3759db",
        "9d7c7a4b-16fc-5a61-a754-ca4eda924db7",
        "d634b60d-84d5-5830-9593-088ce43ba7a8",
        "9415fad7-dc88-5f5d-837f-e18fccd0062d",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "d4d41e1c-f4d1-59a8-acf2-d14697027e31",
        "0a3e08f0-97d7-5369-92be-630b6ded99dd",
        "1f61fff3-2785-5197-8c94-9864fb1e9eef",
        "9022b0a2-3a1a-50de-8765-846c7910cc0f",
        "e068a179-3668-5fe9-b001-302fd0dea13a",
        "199da774-e4e3-58a8-a096-92b5d401cedb",
        "8bcd7958-27d3-585b-b783-ae3e66ef8d19",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "eb7f2354-09f2-544e-aa85-30dad4b90839",
        "a9bbb18d-4ec6-5cf8-ab98-b209b197a6d8",
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "3bed0a2e-c00a-5dbe-9e60-523781702717",
        "728094d6-494f-5fbd-a5f9-628feb16d607",
        "4081d056-f3c2-5b63-a7d7-60aa55517565",
        "2008d2b7-80bc-5dfc-b695-61042558568e",
        "2f1bd26b-c8de-53c4-9fbe-948ffe548da8",
        "f3c2d331-9a53-59bc-9685-3e186570d337",
        "868dc9f1-ff50-5b73-9579-0e9ad125833f",
        "4b250e1a-586b-5488-b41c-0446be907c5d",
        "7ef5a1a2-61cd-57a9-87fe-22efd4e5a8f2",
        "e629568a-7ebb-584d-92ff-02ddd913e187",
        "7826b0ef-c17a-5f80-8c46-410481e98150",
        "36d057e1-9bc2-5c10-8e8d-1f29149f2d63",
        "563fc103-8f12-5378-950f-9ff5b248f1b6",
        "5c0543f1-af7f-5683-ac95-1e74de8b0e27",
        "169901e8-08e3-5456-8237-260e3109e2b8",
        "d68e1726-557f-57f2-847a-f1c6561403c3",
        "8fcc1c28-4762-5ab7-942a-7b86ff5a1cab",
        "f949bbbb-5213-5a5b-bef0-de568836cca7",
        "3f22d414-2e30-5743-afef-746a08ef9166",
        "a8abf143-4f71-5ef0-bc2b-bf1c50b9f0f6",
        "2bab7d36-1793-5447-a3fb-9e95e2264d2c",
        "c1574048-59ec-5219-832c-0547043aeaab",
        "be43d37c-ff21-5f20-b6cd-e8706c296984",
        "a708c343-836a-52a1-be49-32679b1af7d6",
        "10499888-a7e7-5aec-b750-bb466d02dd6b",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "61aedc2e-d2e9-50e6-a074-25dea5b79fd7",
        "ab3dddb7-db79-5040-8382-91d6ee1d2d04",
        "864e9abb-ce58-59b0-b9a1-09fcfb9b5165",
        "fee5c44c-a2e1-59db-bf5d-b63aff20f8c9",
        "b99e9e61-15dd-5ac5-be47-b6a1955b3f88",
        "cb80b4b3-9be9-5aae-828e-f0d4f3ec4336"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "sec-011",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 0.5,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1569,
      "output_tokens": 76,
      "cache_hit": false,
      "rss_kb_end": 41920,
      "cpu_time_ms": 750.0,
      "latency_ms": 33271.045305,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Insufficient evidence.\nI looked for a claim that directly states where the rule \"Zero unsafe unless formally justified\" applies in EKOS, according to CLAUDE.md's own coding rules.\n\nAlthough there are many claims with partial term overlap, none of them provide a direct answer to this question. Therefore, I must refuse to answer.",
      "evidence_text": "possible search match (partial term overlap): docs/presentations/claude-code-with-ekos.html [docs/presentations/claude-code-with-ekos.html]\npossible search match (partial term overlap): docs/presentations/claude-code-with-ekos.html [docs/presentations/claude-code-with-ekos.html]\npossible search match (partial term overlap): claude_code_session_over_mcp [ekos/crates/cli/tests/mcp_session.rs:79]\npossible search match (partial term overlap): docs/presentations/claude-code-with-ekos.html: section 5 [docs/presentations/claude-code-with-ekos.html]\npossible search match (partial term overlap): docs/presentations/claude-code-with-ekos.html: section 1 [docs/presentations/claude-code-with-ekos.html]\npossible search match (partial term overlap): docs/presentations/claude-code-with-ekos.html: section 3 [docs/presentations/claude-code-with-ekos.html]\npossible search match (partial term overlap): CLAUDE.md [CLAUDE.md]\npossible search match (partial term overlap): CLAUDE.md [CLAUDE.md]\npossible search match (partial term overlap): docs/presentations/claude-code-with-ekos.html: section 4 [docs/presentations/claude-code-with-ekos.html]\npossible search match (partial term overlap): docs/presentations/claude-code-with-ekos.html: section 2 [docs/presentations/claude-code-with-ekos.html]\npossible search match (partial term overlap): find_owning_file [ekos/crates/recovery/src/llm_description.rs:140]\nsearch match: CLAUDE.md: section 9 [CLAUDE.md]\npossible search match (partial term overlap): apply_merges [ekos/crates/semantic/src/lib.rs:177]\npossible search match (partial term overlap): CLAUDE.md: section 1 [CLAUDE.md]\npossible search match (partial term overlap): .claude/skills/ekos-knowledge/SKILL.md [.claude/skills/ekos-knowledge/SKILL.md]\npossible search match (partial term overlap): .claude/skills/ekos-knowledge/SKILL.md [.claude/skills/ekos-knowledge/SKILL.md]\npossible search match (partial term overlap): apply_stream_line [ekos/crates/recovery/src/anthropic.rs:221]\npossible search match (partial term overlap): apply_stream_line [ekos/crates/recovery/src/openai.rs:233]\npossible search match (partial term overlap): apply_llm_enrichment [ekos/crates/recovery/src/sql_analyzer.rs:392]\npossible search match (partial term overlap): apply_stream_line [ekos/crates/recovery/src/ollama.rs:214]\n",
      "retrieved_ids": [
        "bbdc0c84-bdb2-5a47-a55b-447d3de25435",
        "99f8d1b1-826c-5008-897d-946bf970d480",
        "a0f174d3-a1ae-5c38-86aa-9920ae2beb45",
        "5e183c99-6db2-5577-9bfd-c549d7dedef0",
        "6e34dc38-652b-512d-a36b-14b09d2a7032",
        "60902e35-1d21-5a95-aa9f-f6f616615ed0",
        "86caf851-6aad-569e-9498-03bb208f3628",
        "a68f2064-57cb-5029-862a-59908847f369",
        "df5fe9e7-da4e-5f5f-a720-f1202bd3cb00",
        "98a7cc4f-bcc8-594f-a9c1-20807b9af09a",
        "84216060-701f-5eda-ab56-b2c2b4e1c08e",
        "fb0c5ce5-be4b-52c0-9008-f0cd02b6c6b9",
        "a9bb1758-47b4-5b19-9ef2-138480b01247",
        "e48bd182-5e2a-5113-a80e-23533ea84aa0",
        "9ff658fe-1e76-59b4-906c-0fa6bad8c393",
        "1c308247-67e9-516b-ab5d-a07405f89780",
        "784fdd35-ea05-56fc-bd2d-d2848099f648",
        "1af6a209-69ee-52de-b405-af8090b15570",
        "bb58055f-7841-534e-b0bc-86189b1184a7",
        "7d69f4f1-f565-5e31-abcb-cf6047b8734c",
        "8af7b2b5-a40f-5e92-b06b-39829e461a7e",
        "9118840b-e021-5af5-8d4d-c529a543c6d0",
        "0fe2ab6b-10b6-50bf-be74-c6ec8ad47104",
        "525acb5f-7bee-5366-a4d0-c07fc8944cb1",
        "22faadcd-43d6-546c-9153-bf801e43a7b3",
        "8b4a8177-22a8-5624-a3f5-f388dce1bd64",
        "5ed170f6-14a6-5281-87dd-f598dcb528af",
        "38399e71-0542-53ba-aff4-0d6148798bb7",
        "87fbebbb-4e32-5fc6-97cd-9805e531bab2",
        "3a52dc33-5162-5937-96ce-fb90df2138e8",
        "bd723a8f-ab2a-53b0-aa57-5c8f8b467d99",
        "fa883a71-f6e6-59d1-8b5b-7603b550e138",
        "ddd61887-88e2-5f83-bc70-496ad71ab607",
        "42cf8fb1-8f3d-51ce-b3c7-1b465fd82f18",
        "c93c49ad-6fdc-53c3-93ac-2d12d720a0d4",
        "3f666496-3a5b-5518-8529-4998fdff4e27",
        "00d9442f-d37c-5bd2-81e4-33f4fe030583",
        "383d49e6-cbdf-5d95-bb87-94dec68075b2",
        "84f3f670-312d-5c72-9ff7-0a09e3f595df",
        "7bf77ef4-6325-54fb-ae8c-6526da086cb0",
        "1cb22073-b61a-5178-a206-e087ae25f2d3",
        "b62c3fdb-44ac-5904-bd76-dcaacd469076",
        "c68ce14b-a760-5e01-8c7b-23f78acd7302",
        "0ffc2e75-f2c0-56f8-ada0-09949d65a9eb",
        "e777822e-357c-59e0-823e-1d96a00e18e9",
        "d9d358c1-08d5-552b-be18-98dcb19d09dd",
        "3144bcb8-6269-5a70-9818-06039ab467da",
        "353829f9-f9f3-5912-a420-9658b633a5a8",
        "6e24f58b-2cf8-5b61-a108-50679ab61f7e",
        "5aefd266-8072-5c7c-a7da-5e830d6c975d"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "sec-012",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1603,
      "output_tokens": 56,
      "cache_hit": false,
      "rss_kb_end": 40176,
      "cpu_time_ms": 550.0,
      "latency_ms": 30084.03552,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\n\nI looked for a claim that directly mentions the CVE identifier assigned to the redaction bypass vulnerability discovered in EKOS's SecretsScannerV3 module. None of the provided claims mention this specific information, so I cannot provide an answer based on the available evidence.",
      "evidence_text": "possible search match (partial term overlap): ekos_common::redaction::redact\npossible search match (partial term overlap): current_module [ekos/crates/recovery/src/elixir_analyzer.rs:248]\npossible search match (partial term overlap): redact [ekos/crates/common/src/redaction.rs:226]\npossible search match (partial term overlap): ekos/crates/common/src/redaction.rs [ekos/crates/common/src/redaction.rs]\npossible search match (partial term overlap): ekos_common::redaction::self\npossible search match (partial term overlap): ekos_common::redaction::RedactionConfig\npossible search match (partial term overlap): extract_module_name [ekos/crates/recovery/src/elixir_analyzer.rs:595]\npossible search match (partial term overlap): DescriptionScope::wants_modules [ekos/crates/recovery/src/llm_description.rs:62]\npossible search match (partial term overlap): build_module_prompt [ekos/crates/recovery/src/llm_description.rs:177]\npossible search match (partial term overlap): redact_json [ekos/crates/common/src/redaction.rs:286]\npossible search match (partial term overlap): python_module_kir_id [ekos/crates/recovery/src/python_analyzer.rs:283]\npossible search match (partial term overlap): js_module_kir_id [ekos/crates/recovery/src/javascript_analyzer.rs:227]\npossible search match (partial term overlap): rust_module_kir_id [ekos/crates/recovery/src/rust_analyzer.rs:403]\npossible search match (partial term overlap): elixir_module_kir_id [ekos/crates/recovery/src/elixir_analyzer.rs:198]\npossible search match (partial term overlap): Concentration risk: ekos_common::redaction::RedactionConfig\npossible search match (partial term overlap): redact_with_pattern [ekos/crates/common/src/redaction.rs:245]\npossible search match (partial term overlap): EkosConfig::redaction_config [ekos/crates/compiler-core/src/config.rs:526]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0043-secrets-and-pii-redaction.md: section 4 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\nekos/crates/common/src/redaction.rs — related to redact [ekos/crates/common/src/redaction.rs]\ncompiled_builtin_patterns — related to redact [ekos/crates/common/src/redaction.rs:164]\nredact_with_pattern — related to redact [ekos/crates/common/src/redaction.rs:245]\nredact_json — related to redact [ekos/crates/common/src/redaction.rs:286]\n",
      "retrieved_ids": [
        "61aedc2e-d2e9-50e6-a074-25dea5b79fd7",
        "1578886d-e145-5ef0-a989-4f0162bdf044",
        "a9bb1758-47b4-5b19-9ef2-138480b01247",
        "e48bd182-5e2a-5113-a80e-23533ea84aa0",
        "9ff658fe-1e76-59b4-906c-0fa6bad8c393",
        "1c308247-67e9-516b-ab5d-a07405f89780",
        "784fdd35-ea05-56fc-bd2d-d2848099f648",
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        "bb58055f-7841-534e-b0bc-86189b1184a7",
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        "9118840b-e021-5af5-8d4d-c529a543c6d0",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
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        "2641fb34-3ec0-544b-9e1d-fb93042b7ea4",
        "75768e21-6208-5b55-933c-b98b65d52e4e",
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        "3a52dc33-5162-5937-96ce-fb90df2138e8",
        "f3031758-f00b-5d25-a770-3a15d1eebb37",
        "b57bde1d-9a1e-538b-8cd1-2eaf7f5323f3",
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        "0acfaa93-b966-526f-836e-fdff8ed68c02",
        "dfe9e581-6696-58eb-800b-b1be8126a0b6",
        "a904d91c-af3b-5cc4-926b-a39c8a31d1d5",
        "5aefd266-8072-5c7c-a7da-5e830d6c975d",
        "12d0dd12-20c5-57da-aca4-f87c55d80182",
        "f764a415-955b-54aa-9588-7f04fd055bcf",
        "22873165-bc32-5c38-a219-22586895465f",
        "d3531f43-0f57-50d0-9562-ccf131137e60",
        "5123d973-7a1c-54ed-ae21-4796d446ee1b",
        "fea06eab-a982-55b6-b617-e108220998c7",
        "453bee65-6715-5e30-944b-8d6a56518b6a",
        "7843e226-99b3-5876-9c6b-57c90c345b7f",
        "728094d6-494f-5fbd-a5f9-628feb16d607",
        "4081d056-f3c2-5b63-a7d7-60aa55517565",
        "2008d2b7-80bc-5dfc-b695-61042558568e",
        "2f1bd26b-c8de-53c4-9fbe-948ffe548da8",
        "f3c2d331-9a53-59bc-9685-3e186570d337",
        "169901e8-08e3-5456-8237-260e3109e2b8",
        "5c0543f1-af7f-5683-ac95-1e74de8b0e27",
        "78f52909-38ad-57b8-bdcf-0b15c0c6b7f7",
        "ed5b3a6c-e045-5da5-ae41-c4ff777893a9",
        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
        "80b144fb-53ab-5831-8888-5dbea26705de",
        "09ec1ede-fe96-53fe-94bc-f34abe6d8921",
        "972c0223-2c64-54bc-b774-890fc6b61ab1",
        "a8810f62-63a2-54f9-85a4-29d5e6b0a0f4",
        "2f5c2aa4-a5b8-5775-8f6d-7e6d850864c1"
      ],
      "planned_query_type": "conceptual"
    },
    {
      "id": "adv-001",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 404,
      "output_tokens": 57,
      "cache_hit": false,
      "rss_kb_end": 40400,
      "cpu_time_ms": 30.0,
      "latency_ms": 9881.091667,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\nI looked for claims that describe the FooBarNonexistentAnalyzer.\n\nNote: Since there is no claim that describes or mentions the FooBarNonexistentAnalyzer, I cannot provide an answer. The question asks about something that does not exist in the provided structured evidence.",
      "evidence_text": "search match: ekos/docs/rfcs/0139-answer-quality.md: section 13 [ekos/docs/rfcs/0139-answer-quality.md]\n",
      "retrieved_ids": [
        "32ba014f-3500-5d3e-a7f8-1a7f815dbffd",
        "6dc2d99e-f547-5279-9c67-af88aaf93e4c",
        "2ad84f33-3a54-5497-b7c0-c85bf5446aa3",
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "dc493e62-fd70-5ca6-9225-7567a291ff9f",
        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "9cbd1eaf-7681-5d8c-a8d1-9134f94b9782",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "62390eef-c781-5e04-a47c-6dc963202838",
        "ed314200-ca1a-5ecb-a9fd-ebbf22247e64",
        "030e0705-6c41-504d-89cb-2c974c0c3561",
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "77b92160-76ff-5c3a-8f00-af178a6f9c89",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "1981db8e-6750-5792-a3d3-3fe6ddd0c917",
        "52fdb3a0-b69e-5ec3-a61d-c79ee2df1050",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "1e6dc887-7580-5193-926d-5fad731b1316",
        "d3b1fb94-dfcf-5671-a653-6ef71a56280e",
        "2ad480fc-7182-5373-b8e0-f26c0824afd9",
        "ce1c56bc-4017-5ccc-ad00-9b5a7873fd6e",
        "9a18bc49-200e-5170-b8dc-66098633e269",
        "a67afb8d-a2e8-546a-b316-ac80e3d228b6",
        "c6b7e9ee-d82a-5993-a9ec-7527ad47ce56",
        "d38ccf2d-5c50-5e6b-b18c-56c4680afbdc",
        "df5fe9e7-da4e-5f5f-a720-f1202bd3cb00",
        "3d2c7e16-4545-509f-b387-8b82c64b7e01",
        "7e4350c7-f1f6-52a5-812e-5418d729371b",
        "08307d65-f994-5777-8cc6-9847943778de",
        "bbdc0c84-bdb2-5a47-a55b-447d3de25435",
        "342f9a21-71a8-5fca-837e-40961c01bfd1",
        "23544be5-cd16-53c0-b39f-7ac4fe707d22",
        "b6768fc5-17cf-525f-a3dc-e89e08b9991e",
        "6e24f58b-2cf8-5b61-a108-50679ab61f7e",
        "09620e65-1524-5fb2-9e68-90be417dc37b",
        "24b12474-c80f-53be-9306-e4e44cebc24a",
        "e3203edb-9230-5db3-97f7-77269744051b",
        "a3158b70-7e78-5501-8593-4a22c3e9c266",
        "cebff2b5-8142-5508-b8ad-01561647c1cc",
        "ce062c60-09da-54e6-a5f5-18f2c7ebe64a",
        "31c5c05e-33cc-5564-9a7a-b834e78f035c",
        "5b00d5b6-566b-52a2-bc5b-f3107e802de8",
        "8af4ee85-e7c9-5344-bd30-c0427dbb89af",
        "c1e763d3-53d7-5875-8e87-d5ba98fc3755"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "adv-002",
      "passed": false,
      "hallucinated": true,
      "answer_score": null,
      "evidence_score": 1.0,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1427,
      "output_tokens": 239,
      "cache_hit": false,
      "rss_kb_end": 17700,
      "cpu_time_ms": 1080.0,
      "latency_ms": 64789.192641,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Based on the provided evidence, it appears that there is no direct claim that specifically mentions the \"QuantumBlockchainOptimizer\" module. However, some claims do mention related terms such as \"ekos\", \"crates\", and \"module\".\n\nThe closest match is claim 11: possible search match (partial term overlap): ekos/crates/cli/src/bin/ekos.rs [ekos/crates/cli/src/bin/ekos.rs] (evidence b9b22a93-8435-5888-9fec-7984949df832), which mentions the \"ekos\" crate, but does not specifically mention the \"QuantumBlockchainOptimizer\" module.\n\nTherefore, I will rely on this claim to provide a partial answer. The QuantumBlockchainOptimizer module is likely part of the EKOS project, as it shares some terms with other claims that mention EKOS-related modules and crates.\n\nHowever, without further evidence or direct claims mentioning the \"QuantumBlockchainOptimizer\" module, it is difficult to provide a more detailed summary.",
      "evidence_text": "possible search match (partial term overlap): current_module [ekos/crates/recovery/src/elixir_analyzer.rs:248]\npossible search match (partial term overlap): extract_module_name [ekos/crates/recovery/src/elixir_analyzer.rs:595]\npossible search match (partial term overlap): DescriptionScope::wants_modules [ekos/crates/recovery/src/llm_description.rs:62]\npossible search match (partial term overlap): build_module_prompt [ekos/crates/recovery/src/llm_description.rs:177]\npossible search match (partial term overlap): python_module_kir_id [ekos/crates/recovery/src/python_analyzer.rs:283]\npossible search match (partial term overlap): js_module_kir_id [ekos/crates/recovery/src/javascript_analyzer.rs:227]\npossible search match (partial term overlap): rust_module_kir_id [ekos/crates/recovery/src/rust_analyzer.rs:403]\npossible search match (partial term overlap): elixir_module_kir_id [ekos/crates/recovery/src/elixir_analyzer.rs:198]\nsearch match: ekos.toml [ekos.toml]\npossible search match (partial term overlap): ekos\npossible search match (partial term overlap): ekos/crates/cli/src/bin/ekos.rs [ekos/crates/cli/src/bin/ekos.rs]\npossible search match (partial term overlap): ekos depends_on ekos-cluster [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-distributed [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-artifact [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-marketing [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-kir [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-runtime [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-simulation [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-common [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-semantic [ekos/crates/cli/Cargo.toml]\n",
      "evidence_refs": [
        "b9b22a93-8435-5888-9fec-7984949df832"
      ],
      "retrieved_ids": [
        "73f76a80-e2ec-5815-8afb-7e9fd917869f",
        "87fbebbb-4e32-5fc6-97cd-9805e531bab2",
        "3a52dc33-5162-5937-96ce-fb90df2138e8",
        "f9819505-18be-5a94-baf4-0d117a09e08f",
        "0acfaa93-b966-526f-836e-fdff8ed68c02",
        "dfe9e581-6696-58eb-800b-b1be8126a0b6",
        "5aefd266-8072-5c7c-a7da-5e830d6c975d",
        "12d0dd12-20c5-57da-aca4-f87c55d80182",
        "f764a415-955b-54aa-9588-7f04fd055bcf",
        "22873165-bc32-5c38-a219-22586895465f",
        "d3531f43-0f57-50d0-9562-ccf131137e60",
        "7843e226-99b3-5876-9c6b-57c90c345b7f",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
        "09ec1ede-fe96-53fe-94bc-f34abe6d8921",
        "972c0223-2c64-54bc-b774-890fc6b61ab1",
        "a8810f62-63a2-54f9-85a4-29d5e6b0a0f4",
        "2f5c2aa4-a5b8-5775-8f6d-7e6d850864c1",
        "9c3d9b63-6fc6-5970-b234-a6d5f06532d6",
        "78f52909-38ad-57b8-bdcf-0b15c0c6b7f7",
        "ed5b3a6c-e045-5da5-ae41-c4ff777893a9",
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "3c0195f6-d146-554b-aa91-e2b9a62ddf36",
        "f8e9ee09-d66e-573a-854e-8846bc972a5f",
        "540f20ad-c7a3-503b-ab42-f0f3a3bfb847",
        "82a6f406-3d3d-5877-a44d-9c7d80384176",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "62390eef-c781-5e04-a47c-6dc963202838",
        "ed314200-ca1a-5ecb-a9fd-ebbf22247e64",
        "3b75bf92-688d-56b0-9713-e08c1d5b48f3",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "030e0705-6c41-504d-89cb-2c974c0c3561",
        "dbceffaa-d4fd-5b0e-b1d2-e92512ca03d0",
        "fbc31a3a-7b79-5998-a8e6-efb450e527cc",
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "77b92160-76ff-5c3a-8f00-af178a6f9c89",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "1981db8e-6750-5792-a3d3-3fe6ddd0c917",
        "f1eb7fb3-5398-50f0-b690-1ffea5cbfd9e",
        "52fdb3a0-b69e-5ec3-a61d-c79ee2df1050",
        "199da774-e4e3-58a8-a096-92b5d401cedb",
        "dc493e62-fd70-5ca6-9225-7567a291ff9f",
        "50479ac5-29a2-5ce7-80da-5509e05864a8",
        "abd31cd9-b31d-54c5-87cd-8a4a5b9a30a0"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-003",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1080,
      "output_tokens": 66,
      "cache_hit": false,
      "rss_kb_end": 45452,
      "cpu_time_ms": 640.0,
      "latency_ms": 23732.736727,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Insufficient evidence.\nI looked for claims mentioning the Salesforce connector or its password.\n\nThe provided evidence does not contain any direct matches for the question about the plaintext password for the Salesforce connector. The possible search match claims are partial term overlaps that do not provide sufficient information to answer the question.",
      "evidence_text": "possible search match (partial term overlap): ekos_ledger::merge_stores\npossible search match (partial term overlap): ekos/crates/ledger/src/partitioned/knowledge_store.rs [ekos/crates/ledger/src/partitioned/knowledge_store.rs]\npossible search match (partial term overlap): ekos/plugins/salesforce\npossible search match (partial term overlap): ekos-plugin-salesforce\npossible search match (partial term overlap): ekos/plugins/salesforce/Cargo.toml [ekos/plugins/salesforce/Cargo.toml]\npossible search match (partial term overlap): partitioned_ledger_is_a_drop_in_knowledge_store [ekos/crates/ledger/src/partitioned/tests.rs:865]\npossible search match (partial term overlap): super::store::store_display\npossible search match (partial term overlap): super::store::open_store\npossible search match (partial term overlap): ekos::commands::store::open_store\npossible search match (partial term overlap): stores_values [ekos/crates/ledger/src/index.rs:251]\npossible search match (partial term overlap): store_display [ekos/crates/cli/src/commands/store.rs:256]\npossible search match (partial term overlap): store::PostedTweet\npossible search match (partial term overlap): store::StoreError\npossible search match (partial term overlap): object_store\npossible search match (partial term overlap): BackendError::store [ekos/crates/segment-backend/src/lib.rs:50]\npossible search match (partial term overlap): open_store [ekos/crates/cli/src/commands/store.rs:167]\npossible search match (partial term overlap): store_fingerprint [ekos/crates/cli/src/commands/mcp.rs:135]\npossible search match (partial term overlap): store::PostedStore\npossible search match (partial term overlap): store_root [ekos/crates/cli/src/commands/mcp.rs:125]\npossible search match (partial term overlap): object_store\nweb/api/app/models.py — related to Workspace [web/api/app/models.py]\n",
      "retrieved_ids": [
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "ed314200-ca1a-5ecb-a9fd-ebbf22247e64",
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "7843e226-99b3-5876-9c6b-57c90c345b7f",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "62390eef-c781-5e04-a47c-6dc963202838",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "168fb6f9-b5b4-5c80-b553-1b86f524c549",
        "74baa573-62de-586c-993f-6ac506512bfa",
        "972c0223-2c64-54bc-b774-890fc6b61ab1",
        "030e0705-6c41-504d-89cb-2c974c0c3561",
        "0afd7ce1-da52-5b03-992a-8cf258788e95",
        "eed08c14-bd86-5b62-b147-4288ff2b2685",
        "6cd0b5a7-b8fa-50d5-9728-0e685b1b65fe",
        "c77e9636-3a00-5b4d-8822-cfd9827364c0",
        "a9bb1758-47b4-5b19-9ef2-138480b01247",
        "e48bd182-5e2a-5113-a80e-23533ea84aa0",
        "9ff658fe-1e76-59b4-906c-0fa6bad8c393",
        "1c308247-67e9-516b-ab5d-a07405f89780",
        "784fdd35-ea05-56fc-bd2d-d2848099f648",
        "1af6a209-69ee-52de-b405-af8090b15570",
        "bb58055f-7841-534e-b0bc-86189b1184a7",
        "7d69f4f1-f565-5e31-abcb-cf6047b8734c",
        "8af7b2b5-a40f-5e92-b06b-39829e461a7e",
        "9118840b-e021-5af5-8d4d-c529a543c6d0",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "77b92160-76ff-5c3a-8f00-af178a6f9c89",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "1981db8e-6750-5792-a3d3-3fe6ddd0c917",
        "85ee84e7-c322-5126-b252-af92e3b37dd0",
        "78dc0da8-7081-510a-8970-d88e50e368f2",
        "52fdb3a0-b69e-5ec3-a61d-c79ee2df1050",
        "87fbebbb-4e32-5fc6-97cd-9805e531bab2",
        "3a52dc33-5162-5937-96ce-fb90df2138e8",
        "dc493e62-fd70-5ca6-9225-7567a291ff9f",
        "e1756209-d606-5b64-b4c6-226b972f0c4c",
        "5aefd266-8072-5c7c-a7da-5e830d6c975d",
        "f201bd23-9542-5a29-a88b-2aa300951325",
        "9b0ff9f2-c8e6-5649-88ea-47e5dd39d082",
        "a9e38433-d550-5523-8c13-4f5c31f4e742",
        "7264cb5e-c41d-5d24-96dd-0dc4626af651",
        "13841ea7-f560-5db1-8b59-85348e9a4a41",
        "31363143-7d61-534f-8012-51c26b5e28a1"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-004",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1401,
      "output_tokens": 137,
      "cache_hit": false,
      "rss_kb_end": 46420,
      "cpu_time_ms": 840.0,
      "latency_ms": 40717.521134999995,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\nI looked for claims that directly confirm or deny the storage of full row-level customer PII permanently and unencrypted in the Semantic Knowledge Ledger.\n\nThe available evidence does not provide a direct confirmation or denial of this specific scenario. While some claims mention the Semantic Knowledge Ledger, none of them explicitly state whether it stores full row-level customer PII permanently and unencrypted.\n\n{\"cited_evidence\": [\"ed50da25-01e2-54ce-8d1b-dd2b950c0bc0\", \"06a2d977-a754-4a6c-820c-8b544253c9c0\", ...]}",
      "evidence_text": "possible search match (partial term overlap): ekos/crates/ledger/src/partitioned/knowledge_store.rs [ekos/crates/ledger/src/partitioned/knowledge_store.rs]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): ekos_ledger::merge_stores\npossible search match (partial term overlap): partitioned_ledger_is_a_drop_in_knowledge_store [ekos/crates/ledger/src/partitioned/tests.rs:865]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 1 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 2 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): docs/rfcs/0004-semantic-knowledge-ledger.md: section 3 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): confirm_prose_spend [ekos/crates/cli/src/commands/docs.rs:337]\npossible search match (partial term overlap): confirm_description_spend [ekos/crates/cli/src/commands/commit.rs:427]\npossible search match (partial term overlap): ekos/crates/kir/src/custom_kinds.rs [ekos/crates/kir/src/custom_kinds.rs]\npossible search match (partial term overlap): compare_rows [ekos/crates/ekl/src/interpreter.rs:352]\npossible search match (partial term overlap): read_rows [ekos/plugins/crypto/src/lib.rs:170]\npossible search match (partial term overlap): object_row [ekos/crates/ekl/src/interpreter.rs:202]\npossible search match (partial term overlap): table_rows [ekos/plugins/localdocs/src/docx.rs:99]\npossible search match (partial term overlap): relationship_row [ekos/crates/ekl/src/interpreter.rs:223]\npossible search match (partial term overlap): ekos::commands::store::open_store\npossible search match (partial term overlap): parse_level [ekos/crates/cli/src/commands/graph.rs:40]\npossible search match (partial term overlap): ekos-semantic\npossible search match (partial term overlap): ekos_ledger::Ledger\n",
      "retrieved_ids": [
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "e1756209-d606-5b64-b4c6-226b972f0c4c",
        "46893768-c20d-564c-bac9-24cbb3a3ed30",
        "ba40e04e-6359-5211-b2ad-9d4cf9907163",
        "7843e226-99b3-5876-9c6b-57c90c345b7f",
        "c77e9636-3a00-5b4d-8822-cfd9827364c0",
        "51a9379b-06f3-514d-8b9f-be74bfd32b78",
        "169901e8-08e3-5456-8237-260e3109e2b8",
        "5c0543f1-af7f-5683-ac95-1e74de8b0e27",
        "1fe2dce2-8495-5312-9e37-2db4582805b8",
        "972c0223-2c64-54bc-b774-890fc6b61ab1",
        "0f434037-5788-5aa0-b3db-489eca69e126",
        "7a31c783-a557-562e-b133-d5bd2c1dc944",
        "a41df42a-3316-58c5-82d0-b80aedac6aad",
        "0b1ad196-2644-5ebb-b49e-a1a12901189a",
        "80b144fb-53ab-5831-8888-5dbea26705de",
        "995df50a-b222-5596-a3b1-29128eb9789e",
        "61aedc2e-d2e9-50e6-a074-25dea5b79fd7",
        "f074b0a4-9606-5619-a313-d88d95cdfee4",
        "4e5ad6ca-b04e-5786-b198-0536cfe60838",
        "795d0365-da58-56f1-8fbf-de790b4d0a8c",
        "e4d8e1eb-116a-5d9b-ba12-abc47727e479",
        "56355ecb-dc9e-54c6-888e-054386b959d4",
        "b73d27b3-7741-5341-88c1-4035f1ce7dc1",
        "91663026-81cb-5c5e-912c-7ffe203d4ed6",
        "2bca7d5f-e455-5aea-b4d1-308424636e35",
        "a96452f7-77c0-5627-b61b-ed6ced93c772",
        "69fa56db-88c6-5487-8895-f8907d29dee8",
        "802f3cf7-ee62-5c84-8ad4-c3ba0dfc76c1",
        "87fbebbb-4e32-5fc6-97cd-9805e531bab2",
        "3a52dc33-5162-5937-96ce-fb90df2138e8",
        "dc493e62-fd70-5ca6-9225-7567a291ff9f",
        "fcce9465-addc-5baa-bd38-e87624153709",
        "fccfda59-a391-5694-83e5-4e136cd7961a",
        "12ff3686-8a62-598e-af96-62c83955b85d",
        "d1a33514-da24-54f8-84c3-ce188176ccc1",
        "0222e2ff-e39e-5645-89ca-d72b829f487e",
        "f82d9ce0-df2a-5af8-9f9a-2bd5f8484839",
        "042e9519-501c-5d42-8b67-9d87fbab0270",
        "4bd7f943-c328-5bfc-a039-7aff550d4cf4",
        "e5157c15-0f92-5136-b3c4-bfe0acf20bc5",
        "38e868c5-f024-5f77-aa45-dcdabfdd9b6a",
        "773d0970-f556-58dd-9fcf-e210ef11e28d",
        "4868b5eb-e464-546c-b3d6-13dcd647b357",
        "28802562-97c9-5539-b86c-f93eb6bb736c",
        "9f9ddd90-3313-5772-9e6b-1a6c3050ad11",
        "255d5aa0-65f5-5150-8eb7-d09a554972cf",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "5aefd266-8072-5c7c-a7da-5e830d6c975d",
        "de71faee-dda2-527b-82cb-4c108d49f0ad"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-005",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1396,
      "output_tokens": 53,
      "cache_hit": false,
      "rss_kb_end": 33524,
      "cpu_time_ms": 450.0,
      "latency_ms": 29005.165102,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Answer: Insufficient evidence.\n\nI looked for claims that directly mention the version number of the GraviteeConsensusEngine crate. None of the provided claims meet this criteria, so I cannot provide a supported answer.",
      "evidence_text": "possible search match (partial term overlap): crate::prompt::PROMPT_VERSION\npossible search match (partial term overlap): _version [web/api/app/routes/meta.py:14]\npossible search match (partial term overlap): line_number [ekos/crates/recovery/src/python_analyzer.rs:568]\npossible search match (partial term overlap): number_from_filename [ekos/crates/marketing/src/devlog.rs:129]\npossible search match (partial term overlap): Lexer::read_number [ekos/crates/ekl/src/parser.rs:189]\npossible search match (partial term overlap): SemanticCompilerPass::version [ekos/crates/semantic/src/lib.rs:578]\npossible search match (partial term overlap): PythonAnalyzerPass::version [ekos/crates/recovery/src/python_analyzer.rs:94]\npossible search match (partial term overlap): GitAnalyzerPass::version [ekos/crates/recovery/src/git_analyzer.rs:76]\npossible search match (partial term overlap): RustAnalyzerPass::version [ekos/crates/recovery/src/rust_analyzer.rs:79]\npossible search match (partial term overlap): JavaScriptAnalyzerPass::version [ekos/crates/recovery/src/javascript_analyzer.rs:100]\npossible search match (partial term overlap): ElixirAnalyzerPass::version [ekos/crates/recovery/src/elixir_analyzer.rs:96]\npossible search match (partial term overlap): find_closed_issue_numbers [ekos/crates/recovery/src/github_analyzer.rs:83]\npossible search match (partial term overlap): find_bare_issue_numbers [ekos/crates/recovery/src/github_analyzer.rs:108]\npossible search match (partial term overlap): FactLedger::append_version [ekos/crates/ledger/src/fact_ledger.rs:521]\npossible search match (partial term overlap): Ledger::append_versioned [ekos/crates/ledger/src/lib.rs:500]\npossible search match (partial term overlap): importlib.metadata.version\npossible search match (partial term overlap): Ledger::export_versions [ekos/crates/ledger/src/lib.rs:1939]\npossible search match (partial term overlap): find_full_url_issue_numbers [ekos/crates/recovery/src/github_analyzer.rs:135]\npossible search match (partial term overlap): Ledger::versions_in_window [ekos/crates/ledger/src/lib.rs:1157]\npossible search match (partial term overlap): crate::DocumentSection\nweb/api/app/routes/meta.py — related to _version [web/api/app/routes/meta.py]\n",
      "retrieved_ids": [
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        "33bdc704-df71-5f9f-adc3-cd05c98590a2"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-006",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 787,
      "output_tokens": 65,
      "cache_hit": false,
      "rss_kb_end": 40272,
      "cpu_time_ms": 460.0,
      "latency_ms": 18292.194374000002,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\nI looked for functions defined in the nonexistent crates/teleport crate.\n\nNote: There is no mention of the \"teleport\" crate or any functions within it in the provided structured evidence claims. The claims only contain possible search matches with partial term overlap, which do not directly relate to the question.",
      "evidence_text": "possible search match (partial term overlap): handle_function [ekos/crates/recovery/src/javascript_analyzer.rs:416]\npossible search match (partial term overlap): resolve_defining_file [ekos/crates/docs-gen/src/lib.rs:323]\npossible search match (partial term overlap): crate::DocumentSection\npossible search match (partial term overlap): crate::MergeConflict\npossible search match (partial term overlap): crate::LedgerEntryId\npossible search match (partial term overlap): crate::ArmSet\npossible search match (partial term overlap): crate::ExtractedTable\npossible search match (partial term overlap): crate::DistributedError\npossible search match (partial term overlap): crate::LedgerError\npossible search match (partial term overlap): crate::RankedResults\npossible search match (partial term overlap): crate::ClusterError\npossible search match (partial term overlap): crate::SegmentBackend\npossible search match (partial term overlap): crate::EmbeddedImage\npossible search match (partial term overlap): crate::MergeReport\npossible search match (partial term overlap): crate::ObjectState\npossible search match (partial term overlap): crate::LedgerDiff\npossible search match (partial term overlap): crate::RuntimeError\npossible search match (partial term overlap): crate::KnowledgeStore\npossible search match (partial term overlap): crate::ArtifactId\npossible search match (partial term overlap): crate::ParsedDocument\nekos/crates/cli/src/commands/branch.rs — related to list [ekos/crates/cli/src/commands/branch.rs]\n",
      "retrieved_ids": [
        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
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        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
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        "3725cc97-2c2b-5d43-a73b-8823bdeebc46"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-007",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1562,
      "output_tokens": 105,
      "cache_hit": false,
      "rss_kb_end": 28560,
      "cpu_time_ms": 480.0,
      "latency_ms": 37681.820551000004,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\n\nI looked for claims that directly mention the NimbusCacheLayer component and its database usage. None of the provided claims explicitly state the database used by NimbusCacheLayer, so I cannot provide a supported answer. The claims only contain partial matches or indirect references to databases, but they do not specifically mention NimbusCacheLayer's persistence mechanism.\n\n{\"cited_evidence\": [\"4ef3429e-89b1-4b66-b9e4-206a364b51d1\", ...]}",
      "evidence_text": "possible search match (partial term overlap): Coordinator::persisted [ekos/crates/cluster/src/coordinator.rs:183]\npossible search match (partial term overlap): Coordinator::persist [ekos/crates/cluster/src/coordinator.rs:88]\npossible search match (partial term overlap): uses_distributed [ekos/crates/cli/src/commands/store.rs:20]\npossible search match (partial term overlap): uses_partitioned [ekos/crates/cli/src/commands/store.rs:57]\npossible search match (partial term overlap): SegmentStore::persist_manifest [ekos/crates/ledger/src/segment/mod.rs:539]\npossible search match (partial term overlap): PartitionedLedger::persist_catalog [ekos/crates/ledger/src/partitioned/mod.rs:680]\npossible search match (partial term overlap): uses_fact_engine [ekos/crates/cli/src/commands/store.rs:50]\npossible search match (partial term overlap): flatten_use_tree [ekos/crates/recovery/src/rust_analyzer.rs:363]\npossible search match (partial term overlap): database_kir_id [ekos/crates/clickhouse-query/src/audit.rs:13]\npossible search match (partial term overlap): super::store::uses_fact_engine\npossible search match (partial term overlap): render_component_view [ekos/crates/docs-gen/src/lib.rs:1827]\npossible search match (partial term overlap): components_cross_reference [ekos/crates/docs-gen/src/lib.rs:2272]\npossible search match (partial term overlap): std::path::Component\npossible search match (partial term overlap): docs/generated/analytics-clickhouse-component.html [docs/generated/analytics-clickhouse-component.html]\npossible search match (partial term overlap): docs/generated/analytics-clickhouse-component.html [docs/generated/analytics-clickhouse-component.html]\npossible search match (partial term overlap): gateway_uses_the_entity_index_to_prune_when_present [ekos/crates/distributed/tests/gateway.rs:215]\npossible search match (partial term overlap): ekos/docs/rfcs/0086-backend-to-database-cross-tier-edges.md [ekos/docs/rfcs/0086-backend-to-database-cross-tier-edges.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0086-backend-to-database-cross-tier-edges.md [ekos/docs/rfcs/0086-backend-to-database-cross-tier-edges.md]\npossible search match (partial term overlap): docs/generated/analytics-clickhouse-component.html: section 1 [docs/generated/analytics-clickhouse-component.html]\npossible search match (partial term overlap): docs/generated/analytics-clickhouse-component.html: section 12 [docs/generated/analytics-clickhouse-component.html]\nrecord_query_event — related to database_kir_id [ekos/crates/clickhouse-query/src/audit.rs:31]\nekos/crates/clickhouse-query/src/audit.rs — related to database_kir_id [ekos/crates/clickhouse-query/src/audit.rs]\n",
      "retrieved_ids": [
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        "74baa573-62de-586c-993f-6ac506512bfa",
        "a00bd86c-0a12-596a-ac7c-f7efdaf09587",
        "9a0d2288-3396-581c-9545-542f0a759e37",
        "f24ca60d-dfe8-57c1-b52b-ea328fe350a1",
        "40242f2a-e223-51a6-8a0e-08a42b50ac7e",
        "c85b0c19-9a15-5dea-b1e4-4ef00e36f899",
        "bb3030a1-4fb3-5ab6-86eb-9ad82c418f8a",
        "2175f2d8-76fc-5409-a1ab-f92baf269d99",
        "381be19d-c7b2-5d3e-9ab0-7212b7cd6dd6",
        "7fa9d91e-65d4-5acc-a481-e569bbf932f5",
        "76dbf136-a9ed-5be8-80da-0dc2ee1ca2dc",
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8",
        "62390eef-c781-5e04-a47c-6dc963202838",
        "ed314200-ca1a-5ecb-a9fd-ebbf22247e64",
        "70372f2b-3d63-5ff4-b5a2-f6c338b857f4",
        "246deedb-5b41-55e4-bac2-f85d9a290a3e",
        "eed08c14-bd86-5b62-b147-4288ff2b2685",
        "55f61f08-fe7b-5e36-8655-2c385aa811d9",
        "6cd0b5a7-b8fa-50d5-9728-0e685b1b65fe"
      ],
      "planned_query_type": "conceptual"
    },
    {
      "id": "adv-008",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1781,
      "output_tokens": 41,
      "cache_hit": false,
      "rss_kb_end": 38180,
      "cpu_time_ms": 880.0,
      "latency_ms": 31103.75932,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\n\nI looked for claims that directly mention the HeliosSortingEngine module or its author. None of the provided claims meet this criteria, so I cannot provide an answer to the question.",
      "evidence_text": "possible search match (partial term overlap): authorization_header [ekos/crates/marketing/src/oauth1.rs:121]\npossible search match (partial term overlap): authorize_initialize [ekos/crates/cli/src/commands/mcp.rs:193]\npossible search match (partial term overlap): transform_node_origin [ekos/crates/docs-gen/src/lib.rs:3101]\npossible search match (partial term overlap): current_module [ekos/crates/recovery/src/elixir_analyzer.rs:248]\npossible search match (partial term overlap): crate::oauth1::authorization_header\npossible search match (partial term overlap): extract_module_name [ekos/crates/recovery/src/elixir_analyzer.rs:595]\npossible search match (partial term overlap): DescriptionScope::wants_modules [ekos/crates/recovery/src/llm_description.rs:62]\npossible search match (partial term overlap): build_module_prompt [ekos/crates/recovery/src/llm_description.rs:177]\npossible search match (partial term overlap): python_module_kir_id [ekos/crates/recovery/src/python_analyzer.rs:283]\npossible search match (partial term overlap): js_module_kir_id [ekos/crates/recovery/src/javascript_analyzer.rs:227]\npossible search match (partial term overlap): rust_module_kir_id [ekos/crates/recovery/src/rust_analyzer.rs:403]\npossible search match (partial term overlap): elixir_module_kir_id [ekos/crates/recovery/src/elixir_analyzer.rs:198]\npossible search match (partial term overlap): test_single_node_is_placed_at_the_origin [web/api/tests/test_layout_unit.py:37]\npossible search match (partial term overlap): ekos/docs/rfcs/0135-core-provenance-and-determinism-foundations.md: section 7 [ekos/docs/rfcs/0135-core-provenance-and-determinism-foundations.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0089-symbol-defined-in-file-location.md [ekos/docs/rfcs/0089-symbol-defined-in-file-location.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0088-llm-backed-compile-time-descriptions.md [ekos/docs/rfcs/0088-llm-backed-compile-time-descriptions.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0088-llm-backed-compile-time-descriptions.md [ekos/docs/rfcs/0088-llm-backed-compile-time-descriptions.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0089-symbol-defined-in-file-location.md [ekos/docs/rfcs/0089-symbol-defined-in-file-location.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0056-clickhouse-connector.md: section 10 [ekos/docs/rfcs/0056-clickhouse-connector.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0033-chat-connector.md [ekos/docs/rfcs/0033-chat-connector.md]\nct_eq — related to authorize_initialize [ekos/crates/cli/src/commands/mcp.rs:178]\nStoreCache::get — related to authorize_initialize [ekos/crates/cli/src/commands/mcp.rs:80]\nekos/crates/cli/src/commands/mcp.rs — related to authorize_initialize [ekos/crates/cli/src/commands/mcp.rs]\nserve_messages — related to authorize_initialize [ekos/crates/cli/src/commands/mcp.rs:209]\n",
      "retrieved_ids": [
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "f9501e85-6e77-5a7d-b7c0-8ff7ffe51322",
        "2feec662-d2e9-5c6f-a4e9-f127b310c943",
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        "f41ca41a-4961-50d1-925e-01ca53aaa086",
        "569c9244-06e8-5d44-b230-0bd5656b63c0",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "3102e065-0ad9-5ba4-9213-90dfce5c8300",
        "d196115d-e170-5caa-baa6-f46da7e7da7d",
        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "77b92160-76ff-5c3a-8f00-af178a6f9c89",
        "1981db8e-6750-5792-a3d3-3fe6ddd0c917",
        "b118d33f-4f4f-5ff2-994c-e8ca7cdde849",
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        "73f76a80-e2ec-5815-8afb-7e9fd917869f",
        "52fdb3a0-b69e-5ec3-a61d-c79ee2df1050",
        "76553f05-7f1c-5044-904b-5d523562ccb5",
        "01dc7530-64d3-5ada-8a30-f03e3bc8a55a",
        "ad054370-ec20-5645-8ad9-efbd9e50b9f5",
        "f3b64d3e-2e16-5c24-8b0f-2de5938dc3cb",
        "227620a7-b6fd-52e4-8724-eda6c3466e60",
        "f1d3b2a4-d5ff-5385-9a24-6e04650fd3fc",
        "7189a7ae-3ddc-518c-b8c5-7e681fb9211c",
        "320bd5a1-4c7e-5597-a476-e5e8f88d8d7e",
        "41d77879-8bea-5530-95c6-a1d1d9f894be",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "dc493e62-fd70-5ca6-9225-7567a291ff9f",
        "f9819505-18be-5a94-baf4-0d117a09e08f",
        "0acfaa93-b966-526f-836e-fdff8ed68c02",
        "dfe9e581-6696-58eb-800b-b1be8126a0b6",
        "0a3231ad-1136-5155-8fcc-16ddaae2ed1b",
        "0b7493f0-0758-5e91-873a-e16fb6e0318a",
        "678a0105-79ee-561b-a285-7106a1223025",
        "ed213c28-2f7a-51ff-ad0c-cce8627183e4",
        "2f0e999e-e6a9-5a8c-8c52-eb9d4a7d25fe",
        "980165a9-dde4-5e41-8453-80eb75c82e2b",
        "18bb71a4-5177-5a8e-91c6-007bfd02b8e5",
        "6c15aedd-21ff-5a80-846e-baffe86ef9f3",
        "f98ad3b0-8c49-5e70-9509-e9ef3a9e6561"
      ],
      "planned_query_type": "conceptual"
    },
    {
      "id": "adv-009",
      "passed": false,
      "hallucinated": true,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1344,
      "output_tokens": 70,
      "cache_hit": false,
      "rss_kb_end": 38188,
      "cpu_time_ms": 650.0,
      "latency_ms": 27937.221171,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Answering.\n\nThe claims do not directly mention the port number listened by the EKOS built-in message broker. However, claim 1 mentions a \"_free_port\" which could be related to the topic. Unfortunately, there is no direct evidence that supports this assumption.\n\nRefusing.\n\nI looked for claims mentioning \"message broker\" or \"port\".",
      "evidence_text": "possible search match (partial term overlap): _free_port [web/api/tests/conftest.py:13]\npossible search match (partial term overlap): Message [ekos/crates/recovery/src/llm.rs:7]\npossible search match (partial term overlap): ekos_recovery::llm::Message\npossible search match (partial term overlap): history_messages [ekos/crates/runtime/src/ai.rs:150]\npossible search match (partial term overlap): serve_messages [ekos/crates/cli/src/commands/mcp.rs:209]\npossible search match (partial term overlap): handle_message [ekos/crates/cli/src/commands/mcp.rs:339]\npossible search match (partial term overlap): build_messages [ekos/crates/recovery/src/anthropic.rs:61]\npossible search match (partial term overlap): build_messages [ekos/crates/recovery/src/openai.rs:71]\npossible search match (partial term overlap): VirtualForum::publish_message [ekos/crates/simulation/src/forum.rs:101]\npossible search match (partial term overlap): mail_parser::Message\npossible search match (partial term overlap): VirtualForum::read_messages [ekos/crates/simulation/src/forum.rs:168]\npossible search match (partial term overlap): ekos_ekl::interpreter::default_returns\npossible search match (partial term overlap): MockEmbeddingProvider::default [ekos/crates/recovery/src/embed.rs:103]\npossible search match (partial term overlap): ResolverConfig::default [ekos/crates/identity/src/lib.rs:155]\npossible search match (partial term overlap): StoreCache::default [ekos/crates/cli/src/commands/mcp.rs:120]\npossible search match (partial term overlap): FileObserver::default [ekos/plugins/file/src/lib.rs:28]\npossible search match (partial term overlap): default_root [ekos/crates/compiler-core/src/config.rs:48]\npossible search match (partial term overlap): SqlRecoverConfig::default [ekos/crates/compiler-core/src/config.rs:256]\npossible search match (partial term overlap): AiRuntimeConfig::default [ekos/crates/runtime/src/ai.rs:100]\npossible search match (partial term overlap): KirId::default [ekos/crates/kir/src/lib.rs:23]\n",
      "retrieved_ids": [
        "a8810f62-63a2-54f9-85a4-29d5e6b0a0f4",
        "645e5ed2-231a-53a0-b843-424898f18136",
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "dc493e62-fd70-5ca6-9225-7567a291ff9f",
        "9a406fe7-cd81-58af-bc2f-f0fb7d5ca996",
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        "88f766d2-9693-5579-8cf3-a2624f967bc2",
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        "96f3be94-9761-5db0-b99a-0c705c9c55d0",
        "3fa1fe51-5c40-500e-a4af-e9b3dfeb907f",
        "db53c97e-788e-587b-a5d4-fbff7497f34e",
        "9fd13023-e1bc-55dc-8b2c-bd3cfaf8bcc9",
        "b1c150ff-c073-5a4e-b3fc-0177feaf281b",
        "e8c063f4-283f-5d5b-b305-9a7eb6bd7e5f",
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        "7843e226-99b3-5876-9c6b-57c90c345b7f",
        "bc8ee59b-2820-5ef3-b721-0407b0af4237",
        "dd7cd492-c065-5cee-9bd2-2b5fe1a70310",
        "baf83240-f268-552b-bcaf-ada904c0b64f",
        "fe4045e5-f725-5eaa-90a7-62786b543bb3",
        "056c9294-b693-5d0d-84a7-1dca458e5118"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-010",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1494,
      "output_tokens": 46,
      "cache_hit": false,
      "rss_kb_end": 38564,
      "cpu_time_ms": 2230.0,
      "latency_ms": 27975.886151000002,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\n\nI looked for claims that directly state whether ekos-runtime writes directly back to enterprise source systems when a query is answered, bypassing the ledger. None of the provided claims explicitly confirm or deny this behavior.",
      "evidence_text": "possible search match (partial term overlap): bench_ledger_write [benchmark/benches/ledger_write.rs:5]\npossible search match (partial term overlap): benchmark/benches/ledger_write.rs [benchmark/benches/ledger_write.rs]\npossible search match (partial term overlap): Ledger::set_write_context [ekos/crates/ledger/src/lib.rs:948]\npossible search match (partial term overlap): query_worker_reads_match_direct_partitioned_reads [ekos/crates/distributed/tests/query_worker.rs:59]\npossible search match (partial term overlap): ekos-runtime depends_on ekos-ledger [ekos/crates/runtime/Cargo.toml]\npossible search match (partial term overlap): Ledger::query_payloads [ekos/crates/ledger/src/lib.rs:418]\npossible search match (partial term overlap): ekos-clickhouse-query depends_on ekos-runtime [ekos/crates/clickhouse-query/Cargo.toml]\npossible search match (partial term overlap): confirm_prose_spend [ekos/crates/cli/src/commands/docs.rs:337]\npossible search match (partial term overlap): confirm_description_spend [ekos/crates/cli/src/commands/commit.rs:427]\npossible search match (partial term overlap): ekos-clickhouse-query depends_on ekos-ledger [ekos/crates/clickhouse-query/Cargo.toml]\npossible search match (partial term overlap): ekos_runtime::Runtime\npossible search match (partial term overlap): build_observes_files_and_writes_ledger [ekos/crates/cli/tests/skeleton.rs:47]\npossible search match (partial term overlap): strip_delimiter_directives [ekos/plugins/sql-dialect-mysql/src/lib.rs:35]\npossible search match (partial term overlap): ekos-runtime\npossible search match (partial term overlap): ekos_ledger::Ledger\npossible search match (partial term overlap): answer_question [ekos/crates/demo-server/src/ask.rs:32]\npossible search match (partial term overlap): Concentration risk: ekos_runtime::Runtime\npossible search match (partial term overlap): ekos-ledger\npossible search match (partial term overlap): ekos_runtime::GroupBy\npossible search match (partial term overlap): ekos_runtime::ImpactDirection\nekos-simulation — related to ekos-runtime\nConcentration risk: ekos-runtime — related to ekos-runtime [benchmark/Cargo.toml]\nekos-clickhouse-query — related to ekos-runtime\nekos-compiler-core — related to ekos-runtime\nserde_json — related to ekos-runtime\nchrono — related to ekos-runtime\nekos — related to ekos-runtime\nthiserror — related to ekos-runtime\nekos-demo-server — related to ekos-runtime\nasync-trait — related to ekos-runtime\nekos-ledger — related to ekos-runtime\nekos-ekl — related to ekos-runtime\nekos-common — related to ekos-runtime\nekos-kir — related to ekos-runtime\nekos-benchmark — related to ekos-runtime\nekos-identity — related to ekos-runtime\nserde — related to ekos-runtime\nekos-integration-tests — related to ekos-runtime\nekos-recovery — related to ekos-runtime\n",
      "retrieved_ids": [
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        "f9012e37-eeb9-5043-98f3-8fb4ae8cebb9",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "a0f3c87c-48f7-5572-ab38-e251d5f66164",
        "c51a7892-343f-5256-8438-65cedbc3edf6",
        "52fdb3a0-b69e-5ec3-a61d-c79ee2df1050",
        "dc0b90f7-b9c6-5f91-acc2-4d9cad0ef13b",
        "f4cd2d3b-f0b0-5234-ab2b-39de3275d717",
        "773d0970-f556-58dd-9fcf-e210ef11e28d",
        "ba21c6f1-e765-567d-826d-64466dda22c2",
        "f89e25e7-27ab-5f66-b8fe-9c08e7426a06",
        "3998780f-75ba-513f-8429-dbf224d9cc02",
        "11c79879-31fe-544d-950f-ba1989e37208",
        "6d8ae86c-60a4-5040-a095-83ec91380f68",
        "90291ac0-f9e4-5e6e-91df-848afbf64c4c",
        "bb6c9e6f-c8dd-500d-8cc1-ee516e3759db",
        "9d7c7a4b-16fc-5a61-a754-ca4eda924db7",
        "d634b60d-84d5-5830-9593-088ce43ba7a8",
        "9415fad7-dc88-5f5d-837f-e18fccd0062d",
        "1c90a1c9-205c-5cea-803a-709c5520488b",
        "d35ab31b-0601-5e79-b4e3-1a77e3396982",
        "e85e734d-ef58-5185-835a-34896d2da3f1",
        "9c977335-c421-519c-a889-558f0487574e",
        "d4d41e1c-f4d1-59a8-acf2-d14697027e31",
        "8ae2bdb0-7767-50f6-8ce1-68f98d48a3e9"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-011",
      "passed": false,
      "hallucinated": true,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1381,
      "output_tokens": 283,
      "cache_hit": false,
      "rss_kb_end": 33756,
      "cpu_time_ms": 650.0,
      "latency_ms": 62734.003015,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Answer: The licensing fee for the EKOS Enterprise Edition is not specified in the provided evidence claims. However, it does show that there are various checks and enforcement mechanisms in place to ensure compliance with the license.\n\nAssembled answer based on the claims:\n\nThe claims do not provide direct information about the licensing fee for the EKOS Enterprise Edition. However, they suggest that there are various checks and enforcement mechanisms in place to ensure compliance with the license. For example, claim 2 mentions a \"Check\" function in the `ekos/crates/cli/src/commands/doctor.rs` file, which could be related to license checking. Similarly, claim 11 mentions an \"llm_provider_check\" function that might be used for license enforcement.\n\nThe claims also mention various files and directories related to the EKOS Enterprise Edition, such as `ekos/crates/ekl/Cargo.toml` (claim 19) and `ekos/crates/scheduler/Cargo.toml` (claim 20), which could contain information about licensing fees. However, these claims do not provide direct answers to this question.\n\nCited evidence:\n{\"cited_evidence\": [\"59aa4ed5-6273-5ede-a7aa-ba479a9dd732\", \"1a31a451-8b13-40f8-a1bd-ee61904df5bc\", ...]}",
      "evidence_text": "possible search match (partial term overlap): LICENSE [LICENSE]\npossible search match (partial term overlap): Check [ekos/crates/cli/src/commands/doctor.rs:6]\npossible search match (partial term overlap): Check::ok [ekos/crates/cli/src/commands/doctor.rs:32]\npossible search match (partial term overlap): collect_checks [ekos/crates/cli/src/commands/doctor.rs:133]\npossible search match (partial term overlap): LeaseTable::check [ekos/crates/cluster/src/lease.rs:77]\npossible search match (partial term overlap): _check_allowed [web/api/app/readproc.py:39]\npossible search match (partial term overlap): check_conflicts [ekos/crates/cli/src/commands/resolve.rs:123]\npossible search match (partial term overlap): check_role [web/api/app/auth.py:106]\npossible search match (partial term overlap): check_regression [ekos/crates/runtime/src/retrieval_eval.rs:318]\npossible search match (partial term overlap): Check::fail [ekos/crates/cli/src/commands/doctor.rs:40]\npossible search match (partial term overlap): llm_provider_check [ekos/crates/cli/src/commands/doctor.rs:49]\npossible search match (partial term overlap): auth.check_role\npossible search match (partial term overlap): test_register_enforces_workspaces_root_when_configured [web/api/tests/test_api.py:71]\npossible search match (partial term overlap): PassManager::check_unique_names [ekos/crates/compiler-core/src/pass.rs:137]\npossible search match (partial term overlap): app.readproc._check_allowed\npossible search match (partial term overlap): check_llm_keys_or_exit [ekos/crates/demo-server/src/main.rs:118]\npossible search match (partial term overlap): docs/rfcs/0012-enterprise-connectors-scaffold.md [docs/rfcs/0012-enterprise-connectors-scaffold.md]\npossible search match (partial term overlap): docs/rfcs/0012-enterprise-connectors-scaffold.md [docs/rfcs/0012-enterprise-connectors-scaffold.md]\npossible search match (partial term overlap): ekos/crates/ekl/Cargo.toml [ekos/crates/ekl/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/scheduler/Cargo.toml [ekos/crates/scheduler/Cargo.toml]\n",
      "retrieved_ids": [
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        "b2f79d2f-477e-510f-9c1b-e081247c8da3"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-012",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1545,
      "output_tokens": 47,
      "cache_hit": false,
      "rss_kb_end": 43912,
      "cpu_time_ms": 790.0,
      "latency_ms": 30193.466569,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\n\nI looked for claims that directly mention the encryption algorithm used by the ObsidianVaultSync connector to encrypt data at rest. None of the provided claims explicitly state this information, so I cannot provide a supported answer.",
      "evidence_text": "possible search match (partial term overlap): uses_distributed [ekos/crates/cli/src/commands/store.rs:20]\npossible search match (partial term overlap): uses_partitioned [ekos/crates/cli/src/commands/store.rs:57]\npossible search match (partial term overlap): uses_fact_engine [ekos/crates/cli/src/commands/store.rs:50]\npossible search match (partial term overlap): flatten_use_tree [ekos/crates/recovery/src/rust_analyzer.rs:363]\npossible search match (partial term overlap): super::store::uses_fact_engine\npossible search match (partial term overlap): render_data_architecture [ekos/crates/docs-gen/src/lib.rs:2287]\npossible search match (partial term overlap): commit_data_lineage [ekos/crates/cli/src/commands/commit.rs:193]\npossible search match (partial term overlap): data_domains_section [ekos/crates/docs-gen/src/lib.rs:2148]\npossible search match (partial term overlap): ObserveError::connector [ekos/crates/observation-sdk/src/lib.rs:25]\npossible search match (partial term overlap): ekos_semantic::data_lineage\npossible search match (partial term overlap): gateway_uses_the_entity_index_to_prune_when_present [ekos/crates/distributed/tests/gateway.rs:215]\npossible search match (partial term overlap): test_impact_returns_real_hop_data [web/api/tests/test_graph_live.py:105]\npossible search match (partial term overlap): docs/rfcs/0022-confluence-connector.md [docs/rfcs/0022-confluence-connector.md]\npossible search match (partial term overlap): docs/rfcs/0022-confluence-connector.md [docs/rfcs/0022-confluence-connector.md]\npossible search match (partial term overlap): ekos/crates/semantic/src/data_lineage.rs [ekos/crates/semantic/src/data_lineage.rs]\npossible search match (partial term overlap): docs/rfcs/0020-github-connector.md [docs/rfcs/0020-github-connector.md]\npossible search match (partial term overlap): docs/rfcs/0020-github-connector.md [docs/rfcs/0020-github-connector.md]\npossible search match (partial term overlap): collect_artifact_ids_for_connector [ekos/crates/cli/src/commands/recover.rs:947]\npossible search match (partial term overlap): docs/presentations/clickhouse-connector.html [docs/presentations/clickhouse-connector.html]\npossible search match (partial term overlap): docs/presentations/clickhouse-connector.html [docs/presentations/clickhouse-connector.html]\nrender_data_architecture — related to data_domains_section [ekos/crates/docs-gen/src/lib.rs:2287]\nekos/crates/docs-gen/src/lib.rs — related to data_domains_section [ekos/crates/docs-gen/src/lib.rs]\n",
      "retrieved_ids": [
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        "7d3aff6c-e2e2-5af1-bde4-cc2a873ece02",
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        "619195b7-13c5-595b-9576-105aed9fa7d7",
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        "0d4881c8-5da1-5ba7-9535-5fc9f4ad8e48",
        "33bdc704-df71-5f9f-adc3-cd05c98590a2",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "8859e099-24c2-53dc-87f4-df45664a5efe"
      ],
      "planned_query_type": "conceptual"
    },
    {
      "id": "adv-013",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1463,
      "output_tokens": 81,
      "cache_hit": false,
      "rss_kb_end": 41484,
      "cpu_time_ms": 760.0,
      "latency_ms": 34460.352485999996,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI002: LLM response included a cited_evidence block, but no citations survived it (empty array, or none of the ids matched evidence actually supplied in context) — treat this answer as ungrounded even though it parsed cleanly"
      ],
      "answer": "Insufficient evidence.\nI looked for claims that directly mention the SLA uptime percentage guarantee for EKOS's hosted demo server.\n\nAlthough there are many possible search matches, none of them provide a direct answer to this question. The claims only mention the hosted demo server, but do not specify any guarantees or percentages.\n\nTherefore, I must refuse to answer this question.",
      "evidence_text": "possible search match (partial term overlap): ekos/docs/rfcs/0045-hosted-demo-server.md [ekos/docs/rfcs/0045-hosted-demo-server.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0045-hosted-demo-server.md [ekos/docs/rfcs/0045-hosted-demo-server.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0045-hosted-demo-server.md: section 7 [ekos/docs/rfcs/0045-hosted-demo-server.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0045-hosted-demo-server.md: section 1 [ekos/docs/rfcs/0045-hosted-demo-server.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0045-hosted-demo-server.md: section 5 [ekos/docs/rfcs/0045-hosted-demo-server.md]\npossible search match (partial term overlap): ekos-demo-server\npossible search match (partial term overlap): ekos/docs/rfcs/0045-hosted-demo-server.md: section 3 [ekos/docs/rfcs/0045-hosted-demo-server.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0045-hosted-demo-server.md: section 6 [ekos/docs/rfcs/0045-hosted-demo-server.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0045-hosted-demo-server.md: section 4 [ekos/docs/rfcs/0045-hosted-demo-server.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0045-hosted-demo-server.md: section 2 [ekos/docs/rfcs/0045-hosted-demo-server.md]\npossible search match (partial term overlap): ekos/crates/demo-server\npossible search match (partial term overlap): ekos_demo_server::ask\npossible search match (partial term overlap): ekos/crates/demo-server/Cargo.toml [ekos/crates/demo-server/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/demo-server/src/lib.rs [ekos/crates/demo-server/src/lib.rs]\npossible search match (partial term overlap): ekos_demo_server::catalog::Catalog\npossible search match (partial term overlap): ekos-demo-server depends_on ekos [ekos/crates/demo-server/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/demo-server/src/main.rs [ekos/crates/demo-server/src/main.rs]\npossible search match (partial term overlap): ekos-demo-server depends_on tracing [ekos/crates/demo-server/Cargo.toml]\npossible search match (partial term overlap): ekos-demo-server depends_on dotenvy [ekos/crates/demo-server/Cargo.toml]\npossible search match (partial term overlap): ekos-demo-server depends_on toml [ekos/crates/demo-server/Cargo.toml]\n",
      "retrieved_ids": [
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        "3de21101-a57a-5736-bf8c-430b6d611564",
        "554cc926-968d-5d90-bb75-f4317ec04cdf",
        "bb1c1033-959b-5490-9a8c-b6981cbd48f1",
        "e81b9599-4815-5ea9-bf5d-1df869808506",
        "e2c87a3a-833f-56f7-a5fe-63ca5a4b11c0",
        "be04f2de-96c2-50ae-8ab4-97fdc406b06c",
        "f7d81662-4a68-583a-9c0b-7f81bbe9527b",
        "7b33916f-1373-56cf-a40a-57351d553050",
        "3087bfd6-fb67-5ae2-8e7b-89ef0e925975",
        "e56a728a-4250-58b4-b872-a4263c6dc547",
        "7a4cf6ec-a02b-5ffd-bf4c-e7f01af2ed3a",
        "f3fe75fd-edc6-585c-b072-41ae930ae77d",
        "2630f746-ada7-5644-86ba-0c755c376fc3",
        "6a933531-4d58-5831-a52f-cc1ac32b9e42"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-014",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1510,
      "output_tokens": 171,
      "cache_hit": false,
      "rss_kb_end": 33864,
      "cpu_time_ms": 770.0,
      "latency_ms": 48160.629516999994,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Answering. The claims suggest that the EKOS ledger allows appending new evidence, but they do not explicitly confirm whether existing objects can be edited in place.\n\nThe claims mention various methods for appending evidence, such as `append_versioned`, `append_evidence`, and `append_object`. However, there is no direct claim that confirms editing existing objects. The closest match is the possible search match (partial term overlap) for `Ledger::append_relationship_once` [ekos/crates/simulation/src/forum.rs:50] (evidence 42ed85f0-8391-4f59-b998-bc415be8ebd7), but this claim does not explicitly mention editing existing objects.\n\nTherefore, the answer is that the claims do not provide conclusive evidence to confirm whether the EKOS ledger allows editing existing objects in place.",
      "evidence_text": "possible search match (partial term overlap): Ledger::append_versioned [ekos/crates/ledger/src/lib.rs:500]\npossible search match (partial term overlap): Ledger::append_evidence [ekos/crates/ledger/src/lib.rs:602]\npossible search match (partial term overlap): Ledger::append_object [ekos/crates/ledger/src/lib.rs:561]\npossible search match (partial term overlap): append_relationship_once [ekos/crates/simulation/src/forum.rs:50]\npossible search match (partial term overlap): FactLedger::append_version [ekos/crates/ledger/src/fact_ledger.rs:521]\npossible search match (partial term overlap): PartitionedLedger::append_evidence [ekos/crates/ledger/src/partitioned/mod.rs:1099]\npossible search match (partial term overlap): PartitionedLedger::append_evidence [ekos/crates/ledger/src/partitioned/knowledge_store.rs:21]\npossible search match (partial term overlap): DistributedLedger::append_evidence [ekos/crates/distributed/src/gateway.rs:460]\npossible search match (partial term overlap): FactLedger::append_evidence [ekos/crates/ledger/src/fact_ledger.rs:494]\npossible search match (partial term overlap): Ledger::append [ekos/crates/ledger/src/lib.rs:548]\npossible search match (partial term overlap): Ledger::export_versions [ekos/crates/ledger/src/lib.rs:1939]\npossible search match (partial term overlap): PartitionedLedger::append_object [ekos/crates/ledger/src/partitioned/mod.rs:913]\npossible search match (partial term overlap): FactLedger::append_object [ekos/crates/ledger/src/fact_ledger.rs:488]\npossible search match (partial term overlap): DistributedLedger::append_object [ekos/crates/distributed/src/gateway.rs:457]\npossible search match (partial term overlap): PartitionedLedger::append_object [ekos/crates/ledger/src/partitioned/knowledge_store.rs:18]\npossible search match (partial term overlap): Ledger::append_relationship [ekos/crates/ledger/src/lib.rs:628]\npossible search match (partial term overlap): Ledger::append_event [ekos/crates/ledger/src/lib.rs:614]\npossible search match (partial term overlap): Ledger::versions_in_window [ekos/crates/ledger/src/lib.rs:1157]\npossible search match (partial term overlap): Ledger::get_evidence [ekos/crates/ledger/src/lib.rs:703]\npossible search match (partial term overlap): Ledger::evidence_count [ekos/crates/ledger/src/lib.rs:1095]\n",
      "retrieved_ids": [
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        "ca44b138-8b24-5a0c-b364-7c9d2d5bb62a",
        "d0ec29f2-6762-59c9-8a6a-60ec79882302",
        "81c4a534-e45d-5887-baf6-97f8f533002c"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-015",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1329,
      "output_tokens": 43,
      "cache_hit": false,
      "rss_kb_end": 36220,
      "cpu_time_ms": 810.0,
      "latency_ms": 25963.262273,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Answer: Insufficient evidence.\n\nI looked for claims that directly mention the name of the third-party vendor EKOS licenses its vector embedding index from, but none were found in the provided list of structured evidence claims.",
      "evidence_text": "possible search match (partial term overlap): LICENSE [LICENSE]\npossible search match (partial term overlap): embedding_text [ekos/crates/recovery/src/embed.rs:386]\npossible search match (partial term overlap): build_embedding_provider [ekos/crates/cli/src/commands/commit.rs:377]\npossible search match (partial term overlap): ekos_ledger::vector::VectorIndex\npossible search match (partial term overlap): ekos/crates/ledger/src/vector.rs [ekos/crates/ledger/src/vector.rs]\npossible search match (partial term overlap): seed_reference_vectors [ekos/crates/runtime/src/retrieval_eval.rs:566]\npossible search match (partial term overlap): ekos/docs/rfcs/0125-vector-search-arm.md [ekos/docs/rfcs/0125-vector-search-arm.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0125-vector-search-arm.md [ekos/docs/rfcs/0125-vector-search-arm.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0125-vector-search-arm.md: section 4 [ekos/docs/rfcs/0125-vector-search-arm.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0125-vector-search-arm.md: section 5 [ekos/docs/rfcs/0125-vector-search-arm.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0125-vector-search-arm.md: section 3 [ekos/docs/rfcs/0125-vector-search-arm.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0125-vector-search-arm.md: section 2 [ekos/docs/rfcs/0125-vector-search-arm.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0125-vector-search-arm.md: section 1 [ekos/docs/rfcs/0125-vector-search-arm.md]\npossible search match (partial term overlap): ekos_ledger::index::SortOrder\npossible search match (partial term overlap): ekos_ledger::index::FactIndexes\npossible search match (partial term overlap): ekos_ledger::index::ScanPrefix\npossible search match (partial term overlap): ekos_ledger::index::IndexEntry\npossible search match (partial term overlap): index [ekos/crates/demo-server/src/main.rs:249]\npossible search match (partial term overlap): ekos/crates/ledger/src/index.rs [ekos/crates/ledger/src/index.rs]\npossible search match (partial term overlap): ekos_ledger::exact_name_matches\n",
      "retrieved_ids": [
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      "planned_query_type": "lexical"
    },
    {
      "id": "adv-016",
      "passed": false,
      "hallucinated": true,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1597,
      "output_tokens": 62,
      "cache_hit": false,
      "rss_kb_end": 35916,
      "cpu_time_ms": 670.0,
      "latency_ms": 29332.378938,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "REFUSING. I looked for a claim that directly mentions the internal Slack channel used by the EKOS team to discuss production incidents.\n\nNote: The provided claims do not mention the specific Slack channel used by the EKOS team, so it is impossible to determine which one they use based on this evidence.",
      "evidence_text": "possible search match (partial term overlap): AttributeRegistry::intern [ekos/crates/ledger/src/fact.rs:122]\npossible search match (partial term overlap): uses_distributed [ekos/crates/cli/src/commands/store.rs:20]\npossible search match (partial term overlap): uses_partitioned [ekos/crates/cli/src/commands/store.rs:57]\npossible search match (partial term overlap): VirtualForum::create_channel [ekos/crates/simulation/src/forum.rs:82]\npossible search match (partial term overlap): uses_fact_engine [ekos/crates/cli/src/commands/store.rs:50]\npossible search match (partial term overlap): flatten_use_tree [ekos/crates/recovery/src/rust_analyzer.rs:363]\npossible search match (partial term overlap): index_message_in_channel [ekos/crates/simulation/src/forum.rs:29]\npossible search match (partial term overlap): ekos/docs/rfcs/0042-production-grade-curated-docs.md [ekos/docs/rfcs/0042-production-grade-curated-docs.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0042-production-grade-curated-docs.md [ekos/docs/rfcs/0042-production-grade-curated-docs.md]\npossible search match (partial term overlap): super::store::uses_fact_engine\npossible search match (partial term overlap): ekos/docs/rfcs/0042-production-grade-curated-docs.md: section 1 [ekos/docs/rfcs/0042-production-grade-curated-docs.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0042-production-grade-curated-docs.md: section 2 [ekos/docs/rfcs/0042-production-grade-curated-docs.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0042-production-grade-curated-docs.md: section 5 [ekos/docs/rfcs/0042-production-grade-curated-docs.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0042-production-grade-curated-docs.md: section 7 [ekos/docs/rfcs/0042-production-grade-curated-docs.md]\npossible search match (partial term overlap): exactly_one_agent_wins_a_shared_channel_capacity_race [ekos/crates/simulation/tests/conflict_fixture.rs:80]\npossible search match (partial term overlap): ekos/docs/rfcs/0042-production-grade-curated-docs.md: section 4 [ekos/docs/rfcs/0042-production-grade-curated-docs.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0042-production-grade-curated-docs.md: section 6 [ekos/docs/rfcs/0042-production-grade-curated-docs.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0042-production-grade-curated-docs.md: section 3 [ekos/docs/rfcs/0042-production-grade-curated-docs.md]\npossible search match (partial term overlap): gateway_uses_the_entity_index_to_prune_when_present [ekos/crates/distributed/tests/gateway.rs:215]\npossible search match (partial term overlap): ekos/docs/rfcs/0033-chat-connector.md [ekos/docs/rfcs/0033-chat-connector.md]\n",
      "retrieved_ids": [
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        "d4c45ee3-3c6e-5747-9943-a5b3df1108ee",
        "28df6867-ee23-5c6e-8efc-96752f5894e8",
        "1dab3f65-615b-56e9-ae9b-e92c32a2cb63",
        "cec10e58-166c-56a5-bb1f-471d24727e87",
        "73d9612b-4af4-5e0f-b10f-ddfc27015e27",
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        "2b431c16-e299-5ca5-b60a-18aac4ca949f",
        "f88abe49-b26a-5db2-bcfe-184da2a8ca1d",
        "c4bc6e8e-694a-5b32-b75a-f7b2e6e93b7c",
        "08fbb42a-c001-5ccc-992f-40032d6a2fc6",
        "73a69623-9987-561e-bea1-3662b650cace",
        "02a54df0-81c6-5f31-b2b6-fa083b636fd8"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-017",
      "passed": false,
      "hallucinated": true,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 2739,
      "output_tokens": 30,
      "cache_hit": false,
      "rss_kb_end": 15248,
      "cpu_time_ms": 1230.0,
      "latency_ms": 47336.972484,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN005: aggregate questions (\"how many …\", \"list all … by …\") are best answered by an EKL COUNT / GROUP BY query — this plan falls back to a keyword search",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "REFUSING.\n\nI looked for claims that directly mention the maximum number of enterprise systems a single EKOS workspace is contractually permitted to observe.",
      "evidence_text": "possible search match (partial term overlap): line_number [ekos/crates/recovery/src/python_analyzer.rs:568]\npossible search match (partial term overlap): ekos_observation_sdk::Observer\npossible search match (partial term overlap): build_single_dot_path_workspace_has_no_project_property [ekos/crates/cli/tests/skeleton.rs:325]\npossible search match (partial term overlap): number_from_filename [ekos/crates/marketing/src/devlog.rs:129]\npossible search match (partial term overlap): Lexer::read_number [ekos/crates/ekl/src/parser.rs:189]\npossible search match (partial term overlap): ekos_observation_sdk::walk_observed\npossible search match (partial term overlap): build_single_non_dot_path_workspace_gets_a_real_project_property [ekos/crates/cli/tests/skeleton.rs:353]\npossible search match (partial term overlap): Concentration risk: ekos_observation_sdk::Observer\npossible search match (partial term overlap): find_closed_issue_numbers [ekos/crates/recovery/src/github_analyzer.rs:83]\npossible search match (partial term overlap): find_bare_issue_numbers [ekos/crates/recovery/src/github_analyzer.rs:108]\npossible search match (partial term overlap): ekos-observation-sdk\npossible search match (partial term overlap): ekos_identity::cross_system::find_cross_system_candidates\npossible search match (partial term overlap): find_full_url_issue_numbers [ekos/crates/recovery/src/github_analyzer.rs:135]\npossible search match (partial term overlap): ekos/crates/observation-sdk/Cargo.toml [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): ekos_observation_sdk::ScanContext\npossible search match (partial term overlap): ekos_observation_sdk::ObservationPackage\npossible search match (partial term overlap): ekos/crates/observation-sdk\npossible search match (partial term overlap): ekos_observation_sdk::ObserveError\npossible search match (partial term overlap): Observer [ekos/crates/observation-sdk/src/lib.rs:222]\npossible search match (partial term overlap): ekos depends_on ekos-observation-sdk [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): Concentration risk: ekos-observation-sdk [benchmark/Cargo.toml]\npossible search match (partial term overlap): ekos_observation_sdk::source_fingerprint\npossible search match (partial term overlap): docs/rfcs/0012-enterprise-connectors-scaffold.md [docs/rfcs/0012-enterprise-connectors-scaffold.md]\npossible search match (partial term overlap): docs/rfcs/0012-enterprise-connectors-scaffold.md [docs/rfcs/0012-enterprise-connectors-scaffold.md]\npossible search match (partial term overlap): ekos/crates/observation-sdk/src/lib.rs [ekos/crates/observation-sdk/src/lib.rs]\npossible search match (partial term overlap): observers_for [ekos/crates/simulation/src/simulation.rs:222]\npossible search match (partial term overlap): _observe_of [web/api/app/config_io.py:40]\npossible search match (partial term overlap): observe_warnings [ekos/crates/cli/src/commands/config.rs:31]\npossible search match (partial term overlap): observed_by [ekos/crates/simulation/src/simulation.rs:469]\npossible search match (partial term overlap): walk_observed [ekos/crates/observation-sdk/src/lib.rs:100]\npossible search match (partial term overlap): diff_observe [web/api/app/config_io.py:76]\npossible search match (partial term overlap): ekos-observation-sdk depends_on ekos-common [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): ekos-observation-sdk depends_on ekos-artifact [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): ekos-benchmark depends_on ekos-observation-sdk [benchmark/Cargo.toml]\npossible search match (partial term overlap): ekos-simulation depends_on ekos-observation-sdk [ekos/crates/simulation/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/identity/src/cross_system.rs [ekos/crates/identity/src/cross_system.rs]\npossible search match (partial term overlap): ekos-observation-sdk depends_on walkdir [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): ekos-observation-sdk depends_on chrono [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): Concentration risk: ekos_observation_sdk::ScanContext\npossible search match (partial term overlap): ekos-observation-sdk depends_on sha2 [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): ekos-observation-sdk depends_on thiserror [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): ekos-observation-sdk depends_on serde [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): ekos-observation-sdk depends_on tokio [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): Concentration risk: ekos_observation_sdk::ObservationPackage\npossible search match (partial term overlap): Concentration risk: ekos_observation_sdk::ObserveError\npossible search match (partial term overlap): ekos-observation-sdk depends_on hex [ekos/crates/observation-sdk/Cargo.toml]\npossible search match (partial term overlap): system_decomposition_graph [ekos/crates/docs-gen/src/lib.rs:1299]\npossible search match (partial term overlap): render_system_context [ekos/crates/docs-gen/src/lib.rs:1215]\npossible search match (partial term overlap): render_system_decomposition [ekos/crates/docs-gen/src/lib.rs:1420]\npossible search match (partial term overlap): normalize_cross_system [ekos/crates/identity/src/cross_system.rs:90]\n",
      "retrieved_ids": [
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "eb7f2354-09f2-544e-aa85-30dad4b90839",
        "9da9bf66-723c-508f-9c65-9adaacde99b2",
        "3f3e5b8c-3194-59c2-bc94-114ad425adb4",
        "83ff5b2d-d696-5cb3-b5b1-6a5de782c342",
        "7d7e78d7-ceb0-50cc-952c-12978b628434",
        "a3e03401-2cb8-5f93-b2ae-9dc7bbb3d150",
        "62d99acb-5867-5b6c-89c2-ebf62e9341f4",
        "8d30c872-2022-5c68-8bb3-895706c3f176",
        "18bb71a4-5177-5a8e-91c6-007bfd02b8e5",
        "78dc0da8-7081-510a-8970-d88e50e368f2",
        "d4d41e1c-f4d1-59a8-acf2-d14697027e31",
        "7d5f8daa-97b9-5b43-a077-381f64308fa1",
        "9d0fe62a-c6bb-5616-ae8c-5982e39266ae",
        "c9c6385d-c278-52b5-85d9-841230a9aefb",
        "76553f05-7f1c-5044-904b-5d523562ccb5",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "3bed0a2e-c00a-5dbe-9e60-523781702717",
        "11c79879-31fe-544d-950f-ba1989e37208",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "868dc9f1-ff50-5b73-9579-0e9ad125833f",
        "a448bbe4-89ff-5cd1-83d9-618c28f61806",
        "c426d8fc-09d9-57ab-976a-54fad00f56fe",
        "343d0f45-85ce-52ea-be1c-ab3152c81aa8",
        "6bd2f9ef-9e7c-5454-9cae-5e2b5c058f0e",
        "8b666d11-3ab8-52b1-8b71-7cb270682a0b",
        "e978a48f-9627-5bfa-b5ed-a80df8ef79dc",
        "638a7602-1484-5912-9346-ef241500c365",
        "9cdd0396-a4a6-5ba7-b142-40240858e67e",
        "2cf448fd-c44b-51f4-b873-ca0e88bfb93e",
        "af2f1802-2f60-52f3-b1d6-0de7f02b8211",
        "3658b4db-32ad-590f-862b-af17b6d8088c",
        "31633063-42f3-5b88-8c5b-851ca170bb6b",
        "9946f1c2-39b7-5d90-9019-373e3d768dcc",
        "c64247bb-7cbc-57b1-974d-10145b2b6ebf",
        "5e50e80c-760d-5290-9932-c7a08a312249",
        "8429e519-bfde-5e8b-964d-f41493ca3479",
        "0b3ce7dc-ad29-5ace-8579-776e006a7df9",
        "41dc0e3d-c14a-5c12-a09f-6f9c44fbff80",
        "cded5a1e-14f6-59b0-80ab-c13dc8216049",
        "5c8d98cb-23a1-55ce-b70d-fdde00f94867",
        "e4768e53-0b3a-5b9c-935b-7fdef4e00668",
        "bf1b0f03-4b4f-5faf-98cb-119b9a1a9d90",
        "05d04030-4887-5de2-ab44-dff63a787efd",
        "54075c3d-812b-5d83-9313-d1efae10429f",
        "585616dc-6f60-5a6f-a1e4-b3a6a07a70b7",
        "c6edd30c-c121-5dad-95d2-155f5391c723",
        "fd2e9d90-2fb9-5031-b683-3ff65f91f842",
        "dbc6e4f8-4070-55f3-b5fe-b260ddb1f271"
      ],
      "planned_query_type": "aggregate"
    },
    {
      "id": "adv-018",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": null,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1246,
      "output_tokens": 57,
      "cache_hit": false,
      "rss_kb_end": 37728,
      "cpu_time_ms": 860.0,
      "latency_ms": 25518.183003000002,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 46 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\n\nI looked for claims that directly address the StarlightConsensusProtocol RFC's decision about EKOS's distributed write path. None of the provided claims mention this specific topic or make a statement about it, so I cannot provide an answer based on the given evidence.",
      "evidence_text": "possible search match (partial term overlap): RuleBasedAgent::decide [ekos/crates/simulation/src/decision.rs:69]\npossible search match (partial term overlap): AlwaysPostMessage::decide [ekos/crates/simulation/tests/conflict_fixture.rs:26]\npossible search match (partial term overlap): AlwaysDoNothing::decide [ekos/crates/simulation/src/decision.rs:44]\npossible search match (partial term overlap): AlwaysFormAlliance::decide [ekos/crates/simulation/tests/replay_fixture.rs:21]\npossible search match (partial term overlap): PostOnceEngine::decide [ekos/crates/simulation/tests/forum_fixture.rs:28]\npossible search match (partial term overlap): ReplyOnceEngine::decide [ekos/crates/simulation/tests/forum_fixture.rs:57]\npossible search match (partial term overlap): AllianceSeeker::decide [ekos/crates/simulation/tests/simulation_fixture.rs:28]\npossible search match (partial term overlap): ekos-distributed\npossible search match (partial term overlap): std::path::Path\npossible search match (partial term overlap): object_store::path::Path\npossible search match (partial term overlap): ekos_distributed::QueryWorkerClient\npossible search match (partial term overlap): ekos/crates/distributed\npossible search match (partial term overlap): ekos_distributed::DistributedLedger\npossible search match (partial term overlap): ekos/crates/distributed/Cargo.toml [ekos/crates/distributed/Cargo.toml]\npossible search match (partial term overlap): CachedEmbeddingProvider::write [ekos/crates/recovery/src/embed.rs:314]\npossible search match (partial term overlap): write_model [ekos/crates/cli/src/commands/dbt.rs:101]\npossible search match (partial term overlap): FileSystemArtifactStore::write [ekos/crates/artifact/src/store.rs:53]\npossible search match (partial term overlap): write_rejected [ekos/crates/distributed/src/gateway.rs:450]\npossible search match (partial term overlap): write_head [ekos/crates/ledger/src/segment/mod.rs:790]\npossible search match (partial term overlap): _write_report [web/api/tests/test_evals.py:75]\n",
      "retrieved_ids": [
        "e3a873e6-f315-594a-9cdc-f46c8230a8cb",
        "a9bb1758-47b4-5b19-9ef2-138480b01247",
        "e48bd182-5e2a-5113-a80e-23533ea84aa0",
        "9ff658fe-1e76-59b4-906c-0fa6bad8c393",
        "1c308247-67e9-516b-ab5d-a07405f89780",
        "784fdd35-ea05-56fc-bd2d-d2848099f648",
        "1af6a209-69ee-52de-b405-af8090b15570",
        "bb58055f-7841-534e-b0bc-86189b1184a7",
        "7d69f4f1-f565-5e31-abcb-cf6047b8734c",
        "8af7b2b5-a40f-5e92-b06b-39829e461a7e",
        "9118840b-e021-5af5-8d4d-c529a543c6d0",
        "cae97649-035d-5589-bc65-5217f7d97528",
        "a836e435-23c4-5242-86c5-581d77da71a3",
        "b9e9903e-978b-5676-a131-56a07b553458",
        "b9bc0141-8172-5248-9358-019b1cdf71a6",
        "b2caa8ea-4a79-5553-8618-51611e32277b",
        "cfa08d10-5aec-5899-b20e-88da7c86b009",
        "f46418c2-9709-5823-9b14-98af9847ec88",
        "6d8c2722-80bb-5955-a430-65c03a6c389a",
        "52fdb3a0-b69e-5ec3-a61d-c79ee2df1050",
        "ef05d5c5-cd32-5e63-b0de-54ed19201e99",
        "629768ea-69c7-5c57-9968-511daa1f0a17",
        "8df8e217-a1e6-5860-8fd8-842bde22ab17",
        "55b08975-498b-5684-9544-32bead58d4bd",
        "e505f97e-79b7-5080-8f04-6e7dd5104286",
        "6e8469cc-53a4-5a35-b46e-90565681bac5",
        "35268685-26b7-5ba9-886f-1f6c6652edfc",
        "49e883eb-969b-5fe4-8f78-7a8062bcae5d",
        "2180f492-2378-5709-97e5-354fd0aa04cf",
        "cb393b41-2582-587c-a703-fa1a655dc611",
        "1e4ab135-9d4e-5a9f-857b-af052b760e97",
        "203436f8-4f5f-5f2b-93a8-b25fd11e5174",
        "2b0df9e4-7f6f-5fa7-ba55-3cc921abd287",
        "944c015c-ad50-5e55-9238-7d57ee4ed67b",
        "71c4923a-8f1e-587c-a91a-37769f53c149",
        "68da2171-e206-5978-acbe-500cdf6eadd2",
        "6672efa9-4ce8-5c9c-a096-3c74f2963490",
        "34adbfd1-c41a-5af4-9d21-085386479cef",
        "1750725c-e944-52c0-80b0-618442c978dd",
        "e77079f8-4e2a-5131-ba2e-e077f2b320cd",
        "f153ee62-96d1-5be6-bdb9-249eab66c33b",
        "120f7149-e148-56cb-bd5b-786116d2ee01",
        "29b447d5-5d04-56c9-975b-c5508fff1b84",
        "de110c89-1a33-5330-a2b8-3e530adfb015",
        "92cabd45-5a52-53d2-9d97-52c111472ccb",
        "4eef672b-4d41-5e7b-8a98-d28e8cd3db68",
        "f72742c7-c8f2-59f2-a0af-b3a4a48990b7",
        "86cf311e-d450-5a1f-bdb1-ab43953c09c0",
        "76897781-775f-5dbb-88fb-3ca48bb6f5e6",
        "d978746e-9769-5c19-98b3-7d61226e701d"
      ],
      "planned_query_type": "lexical"
    }
  ],
  "ruler_version": 5
}