{
  "dataset": "ekos-full",
  "agent": "ollama (llama3:latest)",
  "runtime": "local",
  "generated_at": "2026-09-14T15:44:59.357822203Z",
  "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": 42,
    "failed": 59,
    "answer_correctness": 0.49722224,
    "evidence_groundedness": 0.51648355,
    "completeness": 0.4638889,
    "recall_at_10": 0.47058823529411764,
    "hallucination_rate": 0.07920792,
    "fabrication_rate": 0.4,
    "invalid_citation_rate": 0.0,
    "uncited_answers": 54,
    "avg_tokens": 1381.5164835164835,
    "p95_latency_ms": 49265.858264,
    "cache_hits": 5,
    "cache_misses": 86,
    "tokens_saved": 2467.0,
    "peak_rss_kb": 194188,
    "total_cpu_time_ms": 123440.0,
    "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": 1020,
      "output_tokens": 185,
      "cache_hit": false,
      "rss_kb_end": 58072,
      "cpu_time_ms": 7380.0,
      "latency_ms": 98412.611851,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN001: evidence set truncated to 60 items — 34 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-semantic\", \"ekos-distributed\", and \"ekos-common\", which suggest that it is designed to compile or generate something. The presence of \"walkdir\" and other file-related dependencies implies that EKOS can work with files and directories. Additionally, the inclusion of \"serde\" and other serialization-related dependencies suggests that EKOS can handle data serialization and deserialization.\n\nWhile there are many claims about dependencies, none of them explicitly state what EKOS compiles enterprise systems into. However, based on the available information, it is reasonable to infer that EKOS compiles enterprise systems into a runtime environment that can execute code, manage files, and serialize data.\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\naxum — 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\n",
      "retrieved_ids": [
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      ],
      "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": 1273,
      "output_tokens": 187,
      "cache_hit": false,
      "rss_kb_end": 75260,
      "cpu_time_ms": 750.0,
      "latency_ms": 33727.30648,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 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": "The main stages of the EKOS compiler pipeline, in order, are:\n\n* run_pipeline\n* compile_worker_runs_the_real_pipeline_under_a_lease\n* parser::Order\n* ScanPrefix::order\n* IndexRun::order\n* pipeline_kir_id\n* criterion::criterion_main\n* std::cmp::Ordering\n\nThese stages can be inferred from the claims, although some of them may not be directly mentioned. The claims suggest that there are multiple stages involved in the EKOS compiler pipeline, including running the pipeline, compiling worker runs, parsing orders, scanning prefixes, indexing runs, and applying rerank orders.\n\n{\"cited_evidence\": [\"0310bbef-0541-41f9-8af2-907abb1fbd20\", \"7d109d62-c1f0-441a-bab3-0e56ee9785a4\", ...]}",
      "evidence_text": "possible search match (partial term overlap): main [docs/spikes/recovery_spike.py:126]\npossible search match (partial term overlap): main [ekos/crates/cli/src/bin/ekos.rs:704]\npossible search match (partial term overlap): main [ekos/crates/demo-server/src/main.rs:65]\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): compile_worker_runs_the_real_pipeline_under_a_lease [tests/integration/tests/integration.rs:160]\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): parser::Order\npossible search match (partial term overlap): ScanPrefix::order [ekos/crates/ledger/src/index.rs:200]\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): std::cmp::Ordering\npossible search match (partial term overlap): crate::parser::Order\npossible search match (partial term overlap): parse_rerank_order [ekos/crates/runtime/src/ai.rs:720]\npossible search match (partial term overlap): order_by_priority [ekos/crates/simulation/src/simulation.rs:249]\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): apply_rerank_order [ekos/crates/runtime/src/ai.rs:747]\n",
      "retrieved_ids": [
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      "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": 1111,
      "output_tokens": 356,
      "cache_hit": false,
      "rss_kb_end": 75508,
      "cpu_time_ms": 850.0,
      "latency_ms": 50088.882574999996,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 a centralized repository that stores and manages semantic knowledge, allowing for the integration of diverse data sources and enabling advanced analytics and decision-making capabilities.\n\nThe claims that support this answer are:\n\n* Claim 3: docs/rfcs/0004-semantic-knowledge-ledger.md [docs/rfcs/0004-semantic-knowledge-ledger.md] (evidence 6ea1b2f9-cd71-531f-9e90-d60777be69dc)\n* Claim 5: docs/rfcs/0004-semantic-knowledge-ledger.md: section 1 [docs/rfcs/0004-semantic-knowledge-ledger.md] (evidence da2d059c-486d-447a-920c-b4358f7a740c)\n* Claim 6: docs/rfcs/0004-semantic-knowledge-ledger.md: section 3 [docs/rfcs/0004-semantic-knowledge-ledger.md] (evidence e7d44a09-c827-40b2-aeb9-5de3d99c9b8a)\n\nThese claims describe the Semantic Knowledge Ledger as a centralized repository that stores and manages semantic knowledge, which is used to enable advanced analytics and decision-making capabilities.",
      "evidence_text": "search match: docs/presentations/web-console.html: section 4 [docs/presentations/web-console.html]\nsearch match: web/console-report.html: section 4 [web/console-report.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_recovery::role_claim_kir_id\npossible search match (partial term overlap): ekos_semantic::EvidenceRecord\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): ekos/crates/semantic\npossible search match (partial term overlap): auth.require_role\n",
      "evidence_refs": [
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        "c85115fb-817c-576b-b475-309df35bd6e6",
        "c94bd255-edc0-51b9-ace4-b8914a3e96b3",
        "30f02b34-ec9e-5bf5-afd8-5b4a1e00474c",
        "1feabecf-7f1d-58bc-a846-280762235a2a",
        "0cb53974-4e51-5802-b676-49eee1cdf7b1",
        "bf2a6153-b5b0-5f0c-b7bc-3a0d4acf7c34"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "arch-004",
      "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": 1519,
      "output_tokens": 216,
      "cache_hit": false,
      "rss_kb_end": 75712,
      "cpu_time_ms": 3000.0,
      "latency_ms": 43123.184139000005,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 is read-only because it is designed to be a read-only runtime for executing EKL (EKOS Knowledge Language) queries. 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 14 mentions the `ask` command in the CLI, which is used to execute EKL queries on the read-only runtime.\n\nAssembled answer: The EKOS Runtime is designed as a read-only runtime for executing EKL queries, as described in the architecture summary and runtime view (claim 5).\n\nCited evidence:",
      "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/cli/src/commands/query.rs [ekos/crates/cli/src/commands/query.rs]\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/ekl.rs [ekos/crates/cli/src/commands/ekl.rs]\nsearch match: ekos/crates/distributed/src/gateway.rs [ekos/crates/distributed/src/gateway.rs]\nsearch match: ekos/crates/clickhouse-query/src/schema.rs [ekos/crates/clickhouse-query/src/schema.rs]\nsearch match: ekos/crates/cli/src/commands/ask.rs [ekos/crates/cli/src/commands/ask.rs]\nsearch match: ekos/crates/simulation/src/simulation.rs [ekos/crates/simulation/src/simulation.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/crates/simulation/src/lib.rs [ekos/crates/simulation/src/lib.rs]\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]\n",
      "evidence_refs": [
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      ],
      "retrieved_ids": [
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      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "arch-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": 1.0,
      "input_tokens": 1523,
      "output_tokens": 184,
      "cache_hit": false,
      "rss_kb_end": 75456,
      "cpu_time_ms": 2540.0,
      "latency_ms": 39479.153952,
      "error": null,
      "attribution": "passed",
      "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 there is a structural parser for SQL DDL.\n* Claim 6: \"ekos/crates/recovery/src/sql_analyzer.rs\" implies that this parsing is part of the `recovery` crate.\n\nThe answer relies on claims 5 and 6. The other claims do not directly address the question, but they provide additional context about the `recovery` crate and its components.\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]\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/crates/recovery/src/pentaho_analyzer.rs [ekos/crates/recovery/src/pentaho_analyzer.rs]\npossible search match (partial term overlap): ekos/crates/recovery/src/elixir_analyzer.rs [ekos/crates/recovery/src/elixir_analyzer.rs]\nsearch match: benchmark/benches/sql_analyzer.rs [benchmark/benches/sql_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): 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/dependency_analyzer.rs [ekos/crates/recovery/src/dependency_analyzer.rs]\npossible search match (partial term overlap): ekos/crates/recovery/src/crypto_analyzer.rs [ekos/crates/recovery/src/crypto_analyzer.rs]\npossible search match (partial term overlap): ekos/crates/recovery/src/javascript_analyzer.rs [ekos/crates/recovery/src/javascript_analyzer.rs]\nekos/crates/ledger/src/partitioned/mod.rs — related to crate::ArmSet [ekos/crates/ledger/src/partitioned/mod.rs]\n",
      "evidence_refs": [
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      "planned_query_type": "conceptual"
    },
    {
      "id": "arch-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": 1.0,
      "input_tokens": 658,
      "output_tokens": 117,
      "cache_hit": false,
      "rss_kb_end": 68308,
      "cpu_time_ms": 110.0,
      "latency_ms": 16963.502111,
      "error": null,
      "attribution": "passed",
      "answer": "Answering.\n\nThe claims show that AiRuntime is a Rust symbol with the name \"AiRuntime\" and kind \"struct\". It has a description that explains its functionality, which involves answering natural-language questions grounded in the Knowledge Ledger. The source span indicates that this information comes from line 197 to 211 of the file `ai.rs` in the crate `runtime`.\n\nThe answer is supported by claims 1-5.",
      "evidence_text": "AiRuntime.name = AiRuntime [ekos/crates/runtime/src/ai.rs:197]\nAiRuntime.kind = RustSymbol [ekos/crates/runtime/src/ai.rs:197]\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:197]\nAiRuntime.source_span = {\"end_line\":211,\"start_line\":197} [ekos/crates/runtime/src/ai.rs:197]\nAiRuntime.symbol_kind = struct [ekos/crates/runtime/src/ai.rs:197]\n",
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        "2a422794-5c82-5183-b365-428598ad4d78",
        "ac16c439-b9e6-5546-ab98-db684d06e6d9"
      ],
      "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": 1198,
      "output_tokens": 131,
      "cache_hit": false,
      "rss_kb_end": 64972,
      "cpu_time_ms": 1250.0,
      "latency_ms": 27095.274489,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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. Additionally, claim 9 mentions `ekos_observation_sdk::walk_observed`, which could imply that observing involves walking or iterating over observed data.\n\nSince the evidence claims do not explicitly state the required trait, I will refuse to answer:\n\nInsufficient evidence.\nI looked for direct claims stating the required trait.",
      "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 2 [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): ekos_observation_sdk::Observer\npossible search match (partial term overlap): ekos_observation_sdk::walk_observed\npossible search match (partial term overlap): async_trait::async_trait\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): 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): Concentration risk: async_trait::async_trait\npossible search match (partial term overlap): async-trait\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": [
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        "5d768aeb-4ead-5ea7-9ea4-781e5d6d6e0d",
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        "ce3f7e79-2c6d-5789-a745-3f4a762ae6fe"
      ],
      "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": 1178,
      "output_tokens": 57,
      "cache_hit": false,
      "rss_kb_end": 172648,
      "cpu_time_ms": 1250.0,
      "latency_ms": 19066.934075999998,
      "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\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-ekl\npossible search match (partial term overlap): ekos/crates/clickhouse-query\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/crates/clickhouse-query/src/validate.rs [ekos/crates/clickhouse-query/src/validate.rs]\npossible search match (partial term overlap): ekos/crates/clickhouse-query/src/lib.rs [ekos/crates/clickhouse-query/src/lib.rs]\npossible search match (partial term overlap): ekos/crates/clickhouse-query/src/audit.rs [ekos/crates/clickhouse-query/src/audit.rs]\nweb/api/app/config_io.py — related to parse [web/api/app/config_io.py]\n",
      "evidence_refs": [
        "772f10ed-1770-5fac-9b77-ca1376354b58"
      ],
      "retrieved_ids": [
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        "06b9daea-4751-5bdb-b829-60923e1b7e91"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "arch-009",
      "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": 172648,
      "cpu_time_ms": 0.0,
      "latency_ms": 1.780121,
      "error": null,
      "attribution": "n/a",
      "retrieved_ids": [
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        "6e4ae0e1-9d1b-562a-a409-406a2ee0181a",
        "b4b90f8d-effb-5ac5-8eba-8a04c51eba5e",
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        "8d6ab47f-f8ab-5c0a-8b43-373b3a046cc1",
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        "3372ee6e-2a1d-50b2-a3ae-b17eb421301b",
        "026e8281-3de0-589a-b061-b3f32e351b50",
        "d5e526e0-76bd-5601-a03c-af24fb029be3",
        "fd61bc87-2dc5-59f7-9eda-6e2a8fc31e9d",
        "900c45d1-f1da-52f2-a2b5-6b7bb42e219b",
        "216bfa4e-b99a-51b9-be6a-593a8c158a34"
      ]
    },
    {
      "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": 1797,
      "output_tokens": 48,
      "cache_hit": false,
      "rss_kb_end": 193716,
      "cpu_time_ms": 570.0,
      "latency_ms": 25343.633338,
      "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 state the four primitives that every semantic conclusion in the Canonical Knowledge Model rest on. None of the provided claims meet this criteria, as they are all partial matches or unrelated to the question.",
      "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:1820]\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): 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 1 [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 2 [ekos/docs/rfcs/0064-architecture-knowledge-model.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": [
        "69232ca1-ce98-57d5-815e-4b40342b4439",
        "fe004e9e-bc28-584c-a688-74e99f3a7ecf",
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        "ad7cd01d-8bdf-5cc3-bfd3-fd28b98d78e3",
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        "aa8d0a84-c993-5d52-bd11-3e03f6390e70",
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        "0e7c6bd8-23c6-5642-9c24-99a4669a83c4",
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        "9390c4fa-dc67-52f0-a41a-58ee79a44b57"
      ],
      "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": 1257,
      "output_tokens": 219,
      "cache_hit": false,
      "rss_kb_end": 193720,
      "cpu_time_ms": 1120.0,
      "latency_ms": 37446.630505,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answer: The EKOS Runtime does not touch raw enterprise systems directly.\n\nThe claims that support this answer are:\n\n* Claim 8: \"ekos-runtime depends_on ekos-ledger\" [ekos/crates/runtime/Cargo.toml] (evidence c25a6f19-1cc8-419f-bed7-1b8e99c939d1)\n* Claim 9: \"ekos-runtime depends_on ekos-compiler-core\" [ekos/crates/runtime/Cargo.toml] (evidence 02281bd2-afc8-4e1e-ad96-19358a588798)\n\nThese claims suggest that the EKOS Runtime relies on the compiled ledger and compiler core, rather than interacting directly with raw enterprise systems.\n\nCITED EVIDENCE:",
      "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): IndexRun::all_raw [ekos/crates/ledger/src/index.rs:508]\npossible search match (partial term overlap): write_run_raw [ekos/crates/ledger/src/index.rs:294]\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): ekos/crates/compiler-core/src/compiler.rs [ekos/crates/compiler-core/src/compiler.rs]\npossible search match (partial term overlap): ekos-ledger\n",
      "evidence_refs": [
        "c25a6f19-1cc8-419f-bed7-1b8e99c939d1",
        "02281bd2-afc8-4e1e-ad96-19358a588798"
      ],
      "retrieved_ids": [
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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": 1153,
      "output_tokens": 191,
      "cache_hit": false,
      "rss_kb_end": 193700,
      "cpu_time_ms": 1190.0,
      "latency_ms": 32731.033713,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answer: Deterministic.\n\nThe claims that support this answer are:\n\n16. KirRelationship::deterministic [ekos/crates/kir/src/lib.rs:389] (evidence 32bb0716-722f-4361-ac5c-bc90ed1ef55a)\n17. deterministic_id [ekos/crates/recovery/src/crypto_analyzer.rs:187] (evidence 8a0be74a-6db6-4b46-b8ba-126e8f6941be)\n\nThese claims indicate that the compiler passes in EKOS are deterministic, meaning they always produce the same output given the same input.",
      "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): 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): Compiler::run [ekos/crates/compiler-core/src/compiler.rs:42]\npossible search match (partial term overlap): find_owning_file [ekos/crates/recovery/src/llm_description.rs:159]\npossible search match (partial term overlap): compile_worker_run [ekos/crates/cli/src/commands/cluster.rs:96]\npossible search match (partial term overlap): _check_allowed [web/api/app/readproc.py:39]\npossible search match (partial term overlap): RateLimiter::allow [ekos/crates/demo-server/src/main.rs:42]\npossible search match (partial term overlap): origin_allowed [ekos/crates/cli/src/commands/mcp.rs:469]\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): pass::PassManager\npossible search match (partial term overlap): pass::PassError\npossible search match (partial term overlap): pass::PassContext\n",
      "evidence_refs": [
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        "8a0be74a-6db6-4b46-b8ba-126e8f6941be"
      ],
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        "d9be3bf0-2e75-5acd-bc39-a98ea3a47de5",
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      "planned_query_type": "lexical"
    },
    {
      "id": "arch-013",
      "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": 385,
      "output_tokens": 45,
      "cache_hit": true,
      "rss_kb_end": 194120,
      "cpu_time_ms": 80.0,
      "latency_ms": 82.54244800000001,
      "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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        "e7614c2e-da03-527b-b8ee-41c938f1fdfd"
      ],
      "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": 1457,
      "output_tokens": 119,
      "cache_hit": false,
      "rss_kb_end": 194100,
      "cpu_time_ms": 730.0,
      "latency_ms": 28914.955268,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 16 and 17. Claim 16 describes EKOS as an \"AI-native knowledge compiler\" and claim 17 mentions a \"compiled knowledge query engine\", which suggests that EKOS compiles or processes knowledge in some way.",
      "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: docs/generated/ekos-self-documentation.html: section 1 [docs/generated/ekos-self-documentation.html]\nsearch match: ekos/docs/rfcs/0056-clickhouse-connector.md: section 1 [ekos/docs/rfcs/0056-clickhouse-connector.md]\nsearch match: SECURITY.md [SECURITY.md]\nsearch match: SECURITY.md [SECURITY.md]\nsearch match: CLAUDE.md: section 2 [CLAUDE.md]\nsearch match: README.md: section 22 [README.md]\nsearch match: TODO.md: section 17 [TODO.md]\nsearch match: SECURITY.md: section 1 [SECURITY.md]\nsearch match: docs/presentations/analytics-clickhouse-cold-run.html: section 1 [docs/presentations/analytics-clickhouse-cold-run.html]\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]\n",
      "evidence_refs": [
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    },
    {
      "id": "arch-015",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": null,
      "completeness_score": 0.0,
      "retrieval_recall": null,
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      "input_tokens": 1660,
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      "cache_hit": false,
      "rss_kb_end": 194148,
      "cpu_time_ms": 1450.0,
      "latency_ms": 26674.481497999997,
      "error": null,
      "attribution": "generation",
      "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 World Engine simulation crate deliberately stays separate from the compiled knowledge query engine to avoid mixing fictional data with real compiled knowledge.\n\nCiting:",
      "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): 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/crates/ledger/src/partitioned/knowledge_store.rs [ekos/crates/ledger/src/partitioned/knowledge_store.rs]\npossible search match (partial term overlap): ekos/crates/simulation/src/simulation.rs [ekos/crates/simulation/src/simulation.rs]\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 4 [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\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 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): 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/crates/simulation/Cargo.toml [ekos/crates/simulation/Cargo.toml]\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): crate::simulation::ConsumeResult\npossible search match (partial term overlap): crate::simulation::SimulationConfig\npossible search match (partial term overlap): crate::simulation::SimulationError\nekos/crates/ledger/src/lib.rs — related to Ledger [ekos/crates/ledger/src/lib.rs]\n",
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      "cache_hit": null,
      "rss_kb_end": 194148,
      "cpu_time_ms": 10.0,
      "latency_ms": 1.4338490000000002,
      "error": null,
      "attribution": "n/a",
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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": true,
      "rss_kb_end": 194188,
      "cpu_time_ms": 840.0,
      "latency_ms": 832.1810889999999,
      "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": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1450,
      "output_tokens": 118,
      "cache_hit": false,
      "rss_kb_end": 194096,
      "cpu_time_ms": 850.0,
      "latency_ms": 28937.81486,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "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:159]\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): ekos/crates/ledger/src/partitioned/knowledge_store.rs [ekos/crates/ledger/src/partitioned/knowledge_store.rs]\npossible search match (partial term overlap): SECURITY.md: section 4 [SECURITY.md]\npossible search match (partial term overlap): secrets\npossible search match (partial term overlap): SECURITY.md: section 2 [SECURITY.md]\npossible search match (partial term overlap): SECURITY.md: section 3 [SECURITY.md]\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): ekos_ledger::Ledger\n",
      "evidence_refs": [
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        "315e1a49-dad3-49d1-ab6a-11d34c90ba92",
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      ],
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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": 1030,
      "output_tokens": 64,
      "cache_hit": false,
      "rss_kb_end": 194100,
      "cpu_time_ms": 7410.0,
      "latency_ms": 23515.894033999997,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN001: evidence set truncated to 60 items — 34 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\nSupported by claims 12 and 13.",
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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": 1451,
      "output_tokens": 215,
      "cache_hit": false,
      "rss_kb_end": 194112,
      "cpu_time_ms": 870.0,
      "latency_ms": 39980.712527,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 6, which describe the append-only design of the Ledger::append_object method. Additionally, claim 20 mentions a \"delete\" command, but it does not imply that deletion is possible.\n\nWhile some claims mention partial terms overlap with the question, none of them directly contradict the idea that the EKOS ledger is designed to be append-only and does not allow for object deletion once written.\n\nThe answer is based on claims 1, 4, and 6.",
      "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): FactLedger::append_object [ekos/crates/ledger/src/fact_ledger.rs:497]\npossible search match (partial term overlap): PartitionedLedger::append_object [ekos/crates/ledger/src/partitioned/knowledge_store.rs:18]\npossible search match (partial term overlap): PartitionedLedger::append_object [ekos/crates/ledger/src/partitioned/mod.rs:913]\npossible search match (partial term overlap): DistributedLedger::append_object [ekos/crates/distributed/src/gateway.rs:457]\npossible search match (partial term overlap): Ledger::append_relationship [ekos/crates/ledger/src/lib.rs:628]\npossible 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_event [ekos/crates/ledger/src/lib.rs:614]\npossible search match (partial term overlap): Ledger::object_count [ekos/crates/ledger/src/lib.rs:1077]\npossible search match (partial term overlap): Ledger::get_object [ekos/crates/ledger/src/lib.rs:660]\npossible search match (partial term overlap): Ledger::all_objects [ekos/crates/ledger/src/lib.rs:679]\npossible search match (partial term overlap): Ledger::object_at [ekos/crates/ledger/src/lib.rs:774]\npossible search match (partial term overlap): Ledger::object_history [ekos/crates/ledger/src/lib.rs:905]\npossible search match (partial term overlap): Ledger::find_objects [ekos/crates/ledger/src/lib.rs:984]\npossible search match (partial term overlap): draft_once [ekos/crates/marketing/src/tweet.rs:101]\npossible search match (partial term overlap): delete [ekos/crates/cli/src/commands/branch.rs:104]\n",
      "evidence_refs": [
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        "f2714bfa-a29a-5e5c-b6ce-96c95bd2a1af",
        "48dcf9a6-293c-53ff-8cce-1ef20a74619e",
        "773d0970-f556-58dd-9fcf-e210ef11e28d",
        "b402adfb-5e17-501f-a9c1-c3b9a0379f35",
        "eadcb59e-818f-5d1e-af87-ff29aba11423",
        "9c977335-c421-519c-a889-558f0487574e",
        "13e319a7-8ed7-553d-abf7-138ec1679300",
        "383b0615-f07b-5123-8f75-921a046241ea",
        "d8e03f10-ae5f-5017-9196-c13ddeb789be",
        "c9869d76-7bdc-567d-a3ec-83128f3ac4cd",
        "b324f197-c4fc-5b55-89b4-22ca137bf445",
        "4a411285-1abe-5de1-a66e-7f1e0623bc2d",
        "7bab0144-6467-5191-8c80-42d29bb85be4",
        "49581cd8-178a-5d25-a441-8faf16cae124",
        "650e8c0b-feeb-5b51-9626-135ccc354973",
        "637a330a-768d-5862-aae4-38ab310af523"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-001",
      "passed": false,
      "hallucinated": false,
      "answer_score": 1.0,
      "evidence_score": null,
      "completeness_score": 1.0,
      "retrieval_recall": 1.0,
      "groundedness_score": 0.0,
      "trajectory_score": null,
      "input_tokens": 1248,
      "output_tokens": 44,
      "cache_hit": false,
      "rss_kb_end": 194116,
      "cpu_time_ms": 940.0,
      "latency_ms": 17988.755354999998,
      "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 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_to_transform_graphs [ekos/crates/recovery/src/sql_transform_analyzer.rs:204]\npossible search match (partial term overlap): parse_sql_statement_by_statement [ekos/crates/recovery/src/sql_transform_analyzer.rs:304]\nsearch match: ekos/crates/recovery/src/sql_analyzer.rs [ekos/crates/recovery/src/sql_analyzer.rs]\npossible search match (partial term overlap): structural_score [ekos/crates/identity/src/lib.rs:455]\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): 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_to_graph [ekos/crates/recovery/src/sql_transform_analyzer.rs:650]\npossible search match (partial term overlap): function_body_text [ekos/crates/recovery/src/sql_transform_analyzer.rs:734]\nweb/api/app/config_io.py — related to parse [web/api/app/config_io.py]\n",
      "retrieved_ids": [
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        "f784bab1-c5b1-5155-b44d-018b4df1cf66",
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        "0cf2eb37-7bff-50e2-9a76-cab49998cbd3",
        "1299777d-de94-5dcc-a207-66cde26f7a41",
        "d8a4bbd2-9d47-53c2-8746-6e817d24d7f5",
        "183af0c4-fe42-5273-beff-98b642123c3e",
        "d5ed49f2-c9b7-5de6-9672-17b3454dbee7",
        "1b487803-4faf-58d8-8ba2-ba44bcd507f4",
        "2899db5a-e981-5360-9b5e-4d92c7b5b465",
        "2c446572-839f-5362-9f05-99e568697d62",
        "b954f76c-b28d-578b-a82b-cf5b8d11dec0",
        "ef3e8cfe-7d30-5c83-90a2-89d521028bfb"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-002",
      "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": 688,
      "output_tokens": 74,
      "cache_hit": false,
      "rss_kb_end": 194124,
      "cpu_time_ms": 110.0,
      "latency_ms": 12803.283551,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "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 properties of the LlmProvider itself. Therefore, I cannot provide an answer to this question based on the available evidence.",
      "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",
      "retrieved_ids": [
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        "952b3eaf-406f-5c22-b538-f5c2d5fbe2f9",
        "3eb9eeea-08e9-53ea-9ba5-f2dde1b5987a",
        "d3a5247e-e2ff-51e1-aa45-7da95c1d25e3",
        "2b1d458b-2cbb-5b8a-9932-9c15c981a99e",
        "33f8e8d4-78a2-55a9-8e2e-3b9dcf38f97c",
        "e8aa469a-a862-544c-8b58-a4fe53e92b87",
        "35d66bca-9810-586e-ab21-06379463afaf",
        "cec7b6ff-d268-5496-a16f-c9bd8dd4bbc2",
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        "ba47c906-98aa-549f-86ae-ee6103362f06",
        "ff079ea5-acaa-573a-bee0-c64674808f87",
        "0e7c2703-ef93-5032-ae92-9e22c2b22a8a",
        "6c849d64-25f5-5847-817c-5d96d2541f83",
        "5014292b-d90c-52f8-aa11-8fdb2602c281",
        "1179bc96-34ee-5466-adf6-ba015a070ffe",
        "cb08bf13-3812-5cf0-b94a-30254f9d3c6f",
        "78b3564f-8a44-55ae-bf35-c94ad61660b1",
        "a2dbec2a-9c4a-517a-9cc0-1107daa41b02",
        "fb4a63c1-3690-5bee-b424-6e26e9a46525",
        "0ac287c3-3b30-59c8-870a-4ba97857d319",
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        "fd4f3b9f-8b1d-5420-9625-a27c03f0b48c",
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        "3d345785-def2-570c-9fa7-18f52a633082",
        "4bc39aee-7900-55fb-bd1c-d99d4302f53e",
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        "96ccb0d3-e6b8-5e88-b6c5-1c33cb67d152"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "code-003",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": 1.0,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": 0.0,
      "input_tokens": 1601,
      "output_tokens": 259,
      "cache_hit": false,
      "rss_kb_end": 194180,
      "cpu_time_ms": 1440.0,
      "latency_ms": 47511.843601,
      "error": null,
      "attribution": "n/a",
      "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 `sql_analyzer::SqlAnalyzerPass` is a component of the SQL analyzer.\n\nThe claims also mention various other files and modules related to SQL analysis and transformation, such as `ekos/crates/recovery/src/sql_transform_analyzer.rs`, `ekos/plugins/sql-dialect-mssql/src/lib.rs`, and `ekos/plugins/sql-dialect-postgres/src/lib.rs`. These references suggest that `sql_analyzer::SqlAnalyzerPass` is part of a larger system for analyzing and transforming SQL queries.\n\nHowever, the claims do not provide further information about what `sql_analyzer::SqlAnalyzerPass` specifically does or how it fits into the overall architecture of the recovery crate. Therefore, while we can infer some general information about its role in the system, we cannot provide a more detailed answer without additional evidence.\n\nCITED EVIDENCE:",
      "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 170 [TODO.md]\nekos/crates/recovery/src/sql_analyzer.rs — related to SqlAnalyzerPass [ekos/crates/recovery/src/sql_analyzer.rs]\n",
      "evidence_refs": [
        "946fb0f8-b40c-51cf-908a-08d84eb2921a"
      ],
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        "5a7eb675-ec33-5530-b06e-d516943845e6",
        "7c89685b-940e-58c9-a980-8e9c7fb7c9ae",
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        "903e2986-10af-5ac2-b2b0-7ba0dcc207cd",
        "b4c5d7dd-62f8-5133-9cd3-46b4c69277c6",
        "4049790d-53a8-5cb4-a75f-7fea944af2ae",
        "6d2134ba-46ac-5f0b-ae84-2d42302d7422",
        "103955e6-cff2-5cd3-8cc0-e334f891ffc0"
      ],
      "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": 1331,
      "output_tokens": 104,
      "cache_hit": false,
      "rss_kb_end": 194184,
      "cpu_time_ms": 1280.0,
      "latency_ms": 25863.407121,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 1, as shown in claim 3: possible search match (partial term overlap): ekos/Cargo.toml [ekos/Cargo.toml] (evidence fc8f6e1c-ca54-5634-9119-c6cad6c2fae3).",
      "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/Cargo.toml [ekos/Cargo.toml]\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/crates/ledger/Cargo.toml [ekos/crates/ledger/Cargo.toml]\npossible search match (partial term overlap): ekos/crates/scheduler/Cargo.toml [ekos/crates/scheduler/Cargo.toml]\nsearch match: ekos/crates/ekl/Cargo.toml [ekos/crates/ekl/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/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]\nsearch match: ekos/crates/artifact/Cargo.toml [ekos/crates/artifact/Cargo.toml]\nsearch match: ekos/crates/runtime/Cargo.toml [ekos/crates/runtime/Cargo.toml]\nsearch match: ekos/crates/semantic/Cargo.toml [ekos/crates/semantic/Cargo.toml]\nsearch match: ekos/plugins/confluence/Cargo.toml [ekos/plugins/confluence/Cargo.toml]\nsearch match: ekos/plugins/python/Cargo.toml [ekos/plugins/python/Cargo.toml]\nsearch match: ekos/plugins/snowflake/Cargo.toml [ekos/plugins/snowflake/Cargo.toml]\n",
      "evidence_refs": [
        "fc8f6e1c-ca54-5634-9119-c6cad6c2fae3"
      ],
      "retrieved_ids": [
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      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-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": 1355,
      "output_tokens": 101,
      "cache_hit": false,
      "rss_kb_end": 194188,
      "cpu_time_ms": 780.0,
      "latency_ms": 25315.15384,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "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\nCITED EVIDENCE:\n[\"evidence c12a0eb4-4bce-422b-98c0-74c1ceb6f5de\", \"evidence 4e6c3c39-d836-51d2-9558-bf0c31879bbd\"]",
      "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:724]\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): ekos/crates/clickhouse-query\npossible search match (partial term overlap): current_module [ekos/crates/recovery/src/elixir_analyzer.rs:249]\npossible search match (partial term overlap): answer_question [ekos/crates/demo-server/src/ask.rs:32]\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/crates/clickhouse-query/src/audit.rs [ekos/crates/clickhouse-query/src/audit.rs]\npossible search match (partial term overlap): DescriptionScope::wants_modules [ekos/crates/recovery/src/llm_description.rs:81]\npossible search match (partial term overlap): extract_module_name [ekos/crates/recovery/src/elixir_analyzer.rs:604]\npossible search match (partial term overlap): build_module_prompt [ekos/crates/recovery/src/llm_description.rs:196]\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/0123-reason-query-plan.md: section 1 [ekos/docs/rfcs/0123-reason-query-plan.md]\npossible search match (partial term overlap): ekos/crates/cli/src/commands/query.rs [ekos/crates/cli/src/commands/query.rs]\npossible search match (partial term overlap): ekos/crates/clickhouse-query/src/lib.rs [ekos/crates/clickhouse-query/src/lib.rs]\nekos/crates/runtime/src/reason.rs — related to QueryPlan [ekos/crates/runtime/src/reason.rs]\n",
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    },
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      "answer_score": null,
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      "trajectory_score": null,
      "input_tokens": null,
      "output_tokens": null,
      "cache_hit": null,
      "rss_kb_end": 194188,
      "cpu_time_ms": 0.0,
      "latency_ms": 2.124378,
      "error": null,
      "attribution": "n/a",
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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": 1271,
      "output_tokens": 69,
      "cache_hit": false,
      "rss_kb_end": 186772,
      "cpu_time_ms": 570.0,
      "latency_ms": 20422.024008,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "ANSWERING.\n\nThe claims do not explicitly state EKOS's coding rules regarding the `unsafe` keyword. However, they provide information about the project status and guidance on working with code in this repository. \n\nInsufficient evidence.\nI looked for a claim that directly addresses the use of the `unsafe` keyword in CLAUDE.md.",
      "evidence_text": "CLAUDE.md: section 8 — dependency of CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 5 — dependency of CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 6 — dependency of CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 9 — dependency of CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 7 — dependency of CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 2 — dependency of CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 4 — dependency of CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 10 — dependency of CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 1 — dependency of CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 3 — dependency of CLAUDE.md [CLAUDE.md]\nCLAUDE.md.name = CLAUDE.md [CLAUDE.md]\nCLAUDE.md.kind = Document [CLAUDE.md]\nCLAUDE.md.doc_format = md [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.page_count = null [CLAUDE.md]\nCLAUDE.md.path = CLAUDE.md [CLAUDE.md]\n",
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        "ef3e8cfe-7d30-5c83-90a2-89d521028bfb",
        "c32437f6-ac12-57c4-8443-f32f5ee69868",
        "b60eebb1-ab9e-50e7-a550-162f7c6481ec",
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        "c7b8c545-2aa6-535b-b942-f8419dddd5d8",
        "8af4ee85-e7c9-5344-bd30-c0427dbb89af",
        "276db848-e065-50cd-9954-915ca8cd3e3f",
        "122a89a7-128a-5a42-84c9-4b30bc3640b6",
        "0ffc2e75-f2c0-56f8-ada0-09949d65a9eb",
        "c68ce14b-a760-5e01-8c7b-23f78acd7302",
        "7db50704-c3ca-5602-b766-c5bb57816934",
        "6b2c7e14-ceb8-56b5-8952-ad9822ac81fe",
        "ec55a856-48be-51ae-b29e-65af6ed27c2b",
        "2b25bb2a-e681-533f-a46e-8bffddcb3664"
      ],
      "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": 59,
      "cache_hit": false,
      "rss_kb_end": 186792,
      "cpu_time_ms": 110.0,
      "latency_ms": 10455.253076,
      "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": [
        "2b5b7b36-7350-4218-8dc6-39f271e2a68e"
      ],
      "retrieved_ids": [
        "9da2e9bc-5c40-5dc0-accb-2d8914275fe5",
        "84216060-701f-5eda-ab56-b2c2b4e1c08e",
        "b9db10f5-7e5b-57af-b2ef-f5693b398784",
        "3fdfb3b4-df68-58dc-995b-f6d90e4b08d6",
        "68500468-1708-5dea-ba07-641484d0a488",
        "17b4566a-87c4-59ef-80e1-fa8e4808b3b7",
        "cd957737-5090-52ce-b6bb-9747733e7559",
        "665a7287-e7d7-5668-b61b-75b73ea62707",
        "8bfbda90-3848-539f-bfdd-932ad7f515ae",
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        "47de4d6e-f31c-5894-b4c7-03e40a20cde4",
        "6467979a-bda4-542d-af11-0ed8edac940d",
        "2f2577d7-abac-5539-9f6d-db05caceb7d7",
        "8041cbbf-8aa9-5a24-9a77-03d904ecdd97",
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        "0fcb350b-d6ea-517c-9b61-5a97e36994d5"
      ],
      "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": 1938,
      "output_tokens": 35,
      "cache_hit": false,
      "rss_kb_end": 186792,
      "cpu_time_ms": 3380.0,
      "latency_ms": 29101.964432,
      "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": "The function in ekos_common that performs secrets/PII redaction on raw content is `redact`.",
      "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/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_common::redaction::redact\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): recover_redacts_a_fake_secret_from_a_cicd_workflow_step [ekos/crates/cli/tests/skeleton.rs:216]\npossible search match (partial term overlap): handle_function [ekos/crates/recovery/src/javascript_analyzer.rs:416]\npossible search match (partial term overlap): secrets\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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        "b3685a9b-7d9a-5e55-a57a-d19c24185442"
      ],
      "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": 186812,
      "cpu_time_ms": 0.0,
      "latency_ms": 1.663772,
      "error": null,
      "attribution": "n/a",
      "retrieved_ids": [
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        "f908320d-aaa8-525a-9521-e6581d42da30",
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        "a91cde94-ce6c-54e7-b66f-505644a2d3f0",
        "708b4880-d82d-5467-a566-5fbb031c323e",
        "d8af0c4d-feb7-5f76-88d7-e0ed69f4ac73",
        "8abce172-5838-5a3e-86bc-652b0b017f2f",
        "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",
        "ae2dcbe5-364c-5b39-b003-32e0f78bfa04",
        "2029a54d-4318-55b6-ab27-f13823485cc5",
        "fd949798-d2d0-59d4-9cee-aaf12f5228ca",
        "59ec06f9-6fff-5923-ad4f-27ca66043190",
        "641823d5-0a7c-5137-bdcc-aa85f6e69158",
        "bdc13bb1-4283-581b-9e9a-39dbdb04b448"
      ]
    },
    {
      "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": 1373,
      "output_tokens": 228,
      "cache_hit": false,
      "rss_kb_end": 186832,
      "cpu_time_ms": 830.0,
      "latency_ms": 39953.316997999995,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 states \"ekos_runtime::AiRuntime\" and claim 15 states \"AiRuntime [ekos/crates/runtime/src/ai.rs:197] (evidence 3bd0ee96-06b9-4418-b28e-c6afa2ea37f6)\", which implies that AiRuntime is the struct wrapped by ekos_runtime::AiRuntime.\n\nHowever, it's worth noting that the claims do not explicitly state what this wrapped struct is. Therefore, our answer will be partial and based on indirect matches.\n\nSupported answer: ekos_runtime::AiRuntime wraps a struct to answer natural-language questions, which is likely AiRuntime.\n\nWeakened claim: possible search match (partial term overlap): answer_question [ekos/crates/demo-server/src/ask.rs:32] (evidence e728a437-703a-4d27-a171-428a6656cdbc)\n\nCited evidence:",
      "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:567]\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): 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): 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): 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 2 [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 4 [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): AiRuntime [ekos/crates/runtime/src/ai.rs:197]\npossible search match (partial term overlap): plan_question [ekos/crates/runtime/src/reason.rs:724]\npossible search match (partial term overlap): ekos-runtime\npossible search match (partial term overlap): ai::AiRuntime\npossible search match (partial term overlap): AiRuntime::new [ekos/crates/runtime/src/ai.rs:214]\npossible search match (partial term overlap): AiRuntime::plan [ekos/crates/runtime/src/ai.rs:291]\n",
      "retrieved_ids": [
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        "76b24c26-b7ee-521c-90cd-fa60f8e7b023",
        "be78be34-320d-5bf0-9746-a07621a0ebae",
        "d6ef4b16-22b8-5c37-adf2-fb61c7c3d7e5",
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        "5dc383c5-274f-5b88-a0c6-f808d00be8ca"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-012",
      "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": 1189,
      "output_tokens": 115,
      "cache_hit": false,
      "rss_kb_end": 186848,
      "cpu_time_ms": 2600.0,
      "latency_ms": 26572.847002,
      "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 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 \"ekos/crates/dbt-gen/Cargo.toml\" which suggests that the dbt-gen crate might be related to the code generation process.\n\nAssembled answer: The dbt-gen crate is possibly involved in rendering the Transformation IR into executable SQL, but this is not explicitly stated in the provided evidence claims.\n\nCITED EVIDENCE:",
      "evidence_text": "possible search match (partial term overlap): render_dbt_model [ekos/crates/dbt-gen/src/lib.rs:164]\npossible search match (partial term overlap): ekos/crates/semantic/src/transform_ir.rs [ekos/crates/semantic/src/transform_ir.rs]\nsearch match: docs/presentations/dbt-transformation.html [docs/presentations/dbt-transformation.html]\npossible search match (partial term overlap): docs/presentations/dbt-transformation.html [docs/presentations/dbt-transformation.html]\npossible search match (partial term overlap): crate::reason::execute\npossible search match (partial term overlap): dbt_model_name [ekos/crates/dbt-gen/src/lib.rs:50]\npossible search match (partial term overlap): ekos/crates/recovery/src/sql_transform_analyzer.rs [ekos/crates/recovery/src/sql_transform_analyzer.rs]\nsearch match: docs/presentations/dbt-transformation.html: section 1 [docs/presentations/dbt-transformation.html]\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): 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): docs/presentations/dbt-transformation.html: section 4 [docs/presentations/dbt-transformation.html]\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",
      "retrieved_ids": [
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      "planned_query_type": "lexical"
    },
    {
      "id": "code-013",
      "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": 1378,
      "output_tokens": 106,
      "cache_hit": false,
      "rss_kb_end": 186768,
      "cpu_time_ms": 2100.0,
      "latency_ms": 28004.145355999997,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 EKOS CLI compiles to the binary crate name \"ekos\".\n\nAssembled from claims: None of the claims directly state the binary crate name, but claim 2 mentions \"ekos/crates/cli\", which is a part of the package directory. However, this does not provide enough information to determine the actual executable name.\n\nCiting:\nNote: Since no direct evidence supports the question, I did not rely on any claims and therefore do not cite any evidence.",
      "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): ekos/crates/cli/src/bin/ekos.rs [ekos/crates/cli/src/bin/ekos.rs]\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/compiler-core/src/compiler.rs [ekos/crates/compiler-core/src/compiler.rs]\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): ekos/crates/compiler-sdk\npossible search match (partial term overlap): ekos/crates/compiler-core\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/compiler-sdk/Cargo.toml [ekos/crates/compiler-sdk/Cargo.toml]\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/cli/src/lib.rs [ekos/crates/cli/src/lib.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/src/commands/clickhouse.rs [ekos/crates/cli/src/commands/clickhouse.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]\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/commands/replay.rs [ekos/crates/cli/src/commands/replay.rs]\n",
      "retrieved_ids": [
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        "5189d0a2-3e2b-529e-adbf-3984a77be404",
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        "7bea4b92-902b-5072-8b4f-740613d85745"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "code-014",
      "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": 1409,
      "output_tokens": 194,
      "cache_hit": false,
      "rss_kb_end": 186784,
      "cpu_time_ms": 870.0,
      "latency_ms": 36997.906035,
      "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"
      ],
      "answer": "Answer: The 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 claims. However, claim 13 mentions \"calls_to_nodes\" which seems to be related to the concept of call graphs.\n\nAssembled answer: The claims do show some indirect matches with terms like \"call\", \"function-call\", and \"AST\", but they do not provide a direct mention of the name of the pass responsible for real AST + Calls function-call graph recovery for Rust source. \n\nRefusal: Insufficient evidence. I looked for claims that directly mention the name of the pass.\n\nCited Evidence:",
      "evidence_text": "possible search match (partial term overlap): call_name [ekos/crates/recovery/src/python_analyzer.rs:427]\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): QueryWorkerClient::call [ekos/crates/distributed/src/worker_client.rs:40]\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): log_call [ekos/crates/cli/src/commands/mcp.rs:982]\npossible search match (partial term overlap): tools_call [ekos/crates/cli/src/commands/mcp.rs:1007]\npossible search match (partial term overlap): call_claude [docs/spikes/recovery_spike.py:72]\npossible search match (partial term overlap): call_tool [ekos/crates/cli/src/commands/mcp.rs:1097]\npossible search match (partial term overlap): call_and_apply [ekos/crates/recovery/src/llm_description.rs:315]\npossible search match (partial term overlap): calls_to_nodes [ekos/crates/recovery/src/python_analyzer.rs:930]\npossible search match (partial term overlap): DistributedLedger::call_coordinator [ekos/crates/distributed/src/gateway.rs:169]\npossible search match (partial term overlap): DistributedLedger::call_worker [ekos/crates/distributed/src/gateway.rs:208]\npossible search match (partial term overlap): estimate_call_counts [ekos/crates/recovery/src/llm_description.rs:377]\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:637]\npossible search match (partial term overlap): render_call_sequences_section [ekos/crates/docs-gen/src/lib.rs:3212]\npossible search match (partial term overlap): ekos/docs/rfcs/0041-rust-source-analyzer.md [ekos/docs/rfcs/0041-rust-source-analyzer.md]\n",
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      "attribution": "n/a",
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      "answer": "Answering.\n\nIf you change `redact`, something breaks. The claims suggest that the `redact` function is responsible for replacing certain patterns in content with `[REDACTED:<label>]`. If this function is modified, it may no longer work correctly, which could lead to issues.\n\nThe answer relies on claims 2-4 and 5.",
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        "306def2e-bd5a-5784-9453-692c119e8d43"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "dep-003",
      "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": 776,
      "output_tokens": 102,
      "cache_hit": false,
      "rss_kb_end": 186808,
      "cpu_time_ms": 260.0,
      "latency_ms": 17365.36766,
      "error": null,
      "attribution": "n/a",
      "answer": "Answering.\n\nThe claims show that `redact_json` is the caller of `redact`, as stated in claim 1. This is supported by the evidence cited in the JSON block below:\nNote that this answer only relies on a single claim, which directly states the relationship between `redact_json` and `redact`.",
      "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.signature = pub fn redact(content: &str, config: &RedactionConfig) -> String [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": [
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      ],
      "planned_query_type": "structural"
    },
    {
      "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": true,
      "rss_kb_end": 186808,
      "cpu_time_ms": 1290.0,
      "latency_ms": 1293.328423,
      "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": 687,
      "output_tokens": 98,
      "cache_hit": false,
      "rss_kb_end": 186808,
      "cpu_time_ms": 150.0,
      "latency_ms": 15202.706484,
      "error": null,
      "attribution": "n/a",
      "answer": "The claims show that `plan_question` is a function, specifically a RustSymbol of kind \"function\" with the signature `pub fn plan_question(question: &str, runtime: &Runtime) -> Result<QueryPlan, RuntimeError>`. Therefore, the answer is:\n\nThe `plan_question` function calls itself.",
      "evidence_text": "plan_question.name = plan_question [ekos/crates/runtime/src/reason.rs:724]\nplan_question.kind = RustSymbol [ekos/crates/runtime/src/reason.rs:724]\nplan_question.description = Understand + plan `question` against the ledger `runtime` wraps. [ekos/crates/runtime/src/reason.rs:724]\nplan_question.signature = pub fn plan_question(question: &str, runtime: &Runtime) -> Result<QueryPlan, RuntimeError> [ekos/crates/runtime/src/reason.rs:724]\nplan_question.source_span = {\"end_line\":727,\"start_line\":724} [ekos/crates/runtime/src/reason.rs:724]\nplan_question.symbol_kind = function [ekos/crates/runtime/src/reason.rs:724]\n",
      "evidence_refs": [
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      ],
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      ],
      "planned_query_type": "structural"
    },
    {
      "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": 1399,
      "output_tokens": 290,
      "cache_hit": false,
      "rss_kb_end": 177736,
      "cpu_time_ms": 4300.0,
      "latency_ms": 52953.226356,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "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:\n{\"cited_evidence\": [\"1\", \"2\", \"3\", ...]}",
      "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",
      "retrieved_ids": [
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        "b4b90f8d-effb-5ac5-8eba-8a04c51eba5e",
        "ee68c875-431a-504b-aa03-2598fdfeb0d9",
        "61de4a94-7394-57be-9762-11d778c782f6",
        "62e92526-f096-5ed2-bc72-0bdae8703aa3",
        "da99cc68-8ee0-53ba-9f83-d44663744e8f"
      ],
      "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": 147,
      "cache_hit": false,
      "rss_kb_end": 177136,
      "cpu_time_ms": 2450.0,
      "latency_ms": 24668.903964999998,
      "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, ekos-marketing, and ekos-ekl.\n\nThese dependencies are supported by claims 1, 2, 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": 887,
      "output_tokens": 106,
      "cache_hit": false,
      "rss_kb_end": 177224,
      "cpu_time_ms": 350.0,
      "latency_ms": 19494.459946,
      "error": null,
      "attribution": "n/a",
      "answer": "Answering.\n\nThe claims show that `run` is the caller of `build_llm_provider`, as stated in claim 1. This is the only direct evidence provided, and it does not mention any other callers. Therefore, based on the available information, we can conclude that:\n\nThe callers of `build_llm_provider` are at least `run`.",
      "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:1117]\nbuild_llm_provider.kind = RustSymbol [ekos/crates/cli/src/commands/recover.rs:1117]\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:1117]\nbuild_llm_provider.signature = pub fn build_llm_provider(config: &EkosConfig, artifact_dir: &Path) -> Arc<dyn LlmProvider> [ekos/crates/cli/src/commands/recover.rs:1117]\nbuild_llm_provider.source_span = {\"end_line\":1175,\"start_line\":1117} [ekos/crates/cli/src/commands/recover.rs:1117]\nbuild_llm_provider.symbol_kind = function [ekos/crates/cli/src/commands/recover.rs:1117]\n",
      "evidence_refs": [
        "9a0f8b3c-441f-4e16-8280-f235a0395d01"
      ],
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      ],
      "planned_query_type": "structural"
    },
    {
      "id": "dep-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": 1527,
      "output_tokens": 148,
      "cache_hit": false,
      "rss_kb_end": 177300,
      "cpu_time_ms": 3690.0,
      "latency_ms": 36599.065019,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Assembling the best answer the claims support:\n\nThe cli crate itself depends on the following crates to implement `ekos ask`:\n* ekos/crates/cli\n* ekos/crates/demo-server (indirectly, through possible search matches)\n\nNote that the claims do not provide direct evidence of which specific crates are required for implementing `ekos ask`. However, they do suggest that the cli crate itself is involved in some way.\n\nCiting:",
      "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/src/commands/mod.rs [ekos/crates/cli/src/commands/mod.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/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/mcp.rs [ekos/crates/cli/src/commands/mcp.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]\n",
      "evidence_refs": [
        "4942c5bd-f89f-51b4-a7a2-760d22331fc9",
        "1fab887f-03cf-5d1e-b0e6-00df906d6551"
      ],
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        "46f4c0bd-955f-564c-8c93-4f90b95d94a5",
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        "014ed96d-a8a0-596b-ba03-271bcdf3f7f6"
      ],
      "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": 570,
      "output_tokens": 81,
      "cache_hit": false,
      "rss_kb_end": 177312,
      "cpu_time_ms": 90.0,
      "latency_ms": 11801.163165,
      "error": null,
      "attribution": "n/a",
      "answer": "Answer using only those claims.\n\nIf you change SqlAnalyzerPass, it breaks the analysis. This is because the name of the pass is defined as part of its structure and changing it would likely cause issues with the analyzer's functionality.",
      "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": [
        "c73137b8-93c7-4f3e-a0c6-3ff9658c892f"
      ],
      "retrieved_ids": [
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        "dbd7fd71-6dd7-560b-99de-138f3ee5c31d",
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        "9ec8db45-48a3-5094-94f5-fc5e67fd2178",
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        "5e3dff04-7f83-5861-8ec2-0a5ba0a883b4",
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        "db5140ff-0b8d-53b0-9ea5-2dd2b90eb362"
      ],
      "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": 1261,
      "output_tokens": 200,
      "cache_hit": false,
      "rss_kb_end": 177416,
      "cpu_time_ms": 2860.0,
      "latency_ms": 37118.325008,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 Runtime crate depends on the recovery crate, but not necessarily the other way around. Claim 1 explicitly states \"ekos-runtime depends_on ekos-recovery\", which implies a dependency relationship from EKOS Runtime to EKOS Recovery. Additionally, claim 15 suggests that \"ekos depends_on ekos-runtime\", which further supports the idea that EKOS Runtime is dependent on EKOS Recovery.\n\nHowever, it's worth noting that the claims do not provide conclusive evidence of a one-way dependency from EKOS Recovery to EKOS Runtime. Therefore, while we can infer a possible dependency relationship, we cannot definitively conclude that EKOS Recovery depends on EKOS Runtime.",
      "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): ekos/crates/recovery\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/runtime/Cargo.toml [ekos/crates/runtime/Cargo.toml]\npossible search match (partial term overlap): LlmError::other [ekos/crates/recovery/src/llm.rs:64]\npossible search match (partial term overlap): crate::Runtime\npossible search match (partial term overlap): ekos/crates/recovery/Cargo.toml [ekos/crates/recovery/Cargo.toml]\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-runtime\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/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): ekos-recovery\npossible search match (partial term overlap): ekos depends_on ekos-runtime [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos_recovery::crates_missing_classification\npossible search match (partial term overlap): ekos/crates/recovery/src/embed.rs [ekos/crates/recovery/src/embed.rs]\npossible search match (partial term overlap): ekos/crates/runtime/src/reason.rs [ekos/crates/runtime/src/reason.rs]\npossible search match (partial term overlap): ekos/crates/recovery/src/lib.rs [ekos/crates/recovery/src/lib.rs]\npossible search match (partial term overlap): Runtime::dependencies [ekos/crates/runtime/src/lib.rs:342]\n",
      "evidence_refs": [
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        "114bb46b-e3c3-4a90-ab36-7b2f26037be6"
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      "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": 150,
      "cache_hit": false,
      "rss_kb_end": 177468,
      "cpu_time_ms": 120.0,
      "latency_ms": 22330.845828,
      "error": null,
      "attribution": "n/a",
      "answer": "Answering.\n\nThe claims show that the `ObjectKind` enum depends on its variants, which are classified as a KirObject. The description of `ObjectKind` mentions that adding a new variant is safe and low-risk by construction, implying that the dependencies on the enum's variants are managed internally within the `ObjectKind` struct.\n\nWhat the claims do show: The existence of the `ObjectKind` enum with its variants and the safety of adding new variants.\n\nWhat the claims do not show: The specific dependencies or relationships between the `ObjectKind` enum and other parts of the system.",
      "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": [
        "8c260f34-ef90-450a-baf8-c57e58bc6de9"
      ],
      "retrieved_ids": [
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        "3b55413c-f47b-538b-9e90-de99d833df3c",
        "6c440851-ba6e-5c21-a7d4-7b043f28f144",
        "1d4dbfa2-cb5c-59bf-813a-e62ee95ab3df",
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        "a6198bc3-c5e0-56c2-9a26-27df379d4952",
        "1df6fea7-6901-5d6b-95ab-9a895e6e0aa0",
        "4a687b14-ea98-54e9-b73c-428707c4d299",
        "a1694a2a-397c-508c-8ba8-ba61197a55b8",
        "494b97a7-cf5c-5cfe-8bf0-7c9c850186f8",
        "46b033c4-eea1-5d03-967c-a813380539e1",
        "a4951f12-c302-5354-b349-5215c570a814",
        "bfe9844f-fa8a-5c8f-ad93-bbd0e4642115",
        "e36ca1b0-842c-57dc-aa53-affca020a70a",
        "5b5cc548-c9b5-5c2b-b083-000e8bef9ad3",
        "1dae2096-a6d0-598b-9609-812ce4b46123",
        "7e77572d-0781-58f1-a690-fa75cc4f453c",
        "86cf311e-d450-5a1f-bdb1-ab43953c09c0",
        "bdbd1f33-6e3b-5774-be9b-5a4cd0d3e094",
        "6d6108b1-67aa-5404-8228-a863a323f056",
        "e3d771f7-fe58-5ed5-bbda-b8a503d7c754"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "lin-001",
      "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": 1119,
      "output_tokens": 127,
      "cache_hit": false,
      "rss_kb_end": 177576,
      "cpu_time_ms": 900.0,
      "latency_ms": 25338.61701,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 show that every semantic conclusion recorded in the EKOS ledger must be traceable to `ekos_semantic::EvidenceRecord` (claim 12) or `record_query_event [ekos/crates/clickhouse-query/src/audit.rs:31]` (claim 11), which are both evidence records.",
      "evidence_text": "possible search match (partial term overlap): record [ekos/crates/cli/src/commands/query_log.rs:62]\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): CallVisitor::record [ekos/crates/recovery/src/rust_analyzer.rs:622]\npossible search match (partial term overlap): record_manifest [ekos/crates/compiler-core/src/cache.rs:56]\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): ekos_ledger::Ledger\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_semantic::EvidenceRecord\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): ekos/crates/semantic\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-ledger\npossible search match (partial term overlap): CoordinatorClient::record_entity_partitions [ekos/crates/cluster/src/client.rs:152]\n",
      "evidence_refs": [
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        "6ba24694-fa87-4d2c-af9d-9e960f3a1c5b"
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      "retrieved_ids": [
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      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "lin-002",
      "passed": true,
      "hallucinated": false,
      "answer_score": 0.25,
      "evidence_score": 1.0,
      "completeness_score": 0.25,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1822,
      "output_tokens": 183,
      "cache_hit": false,
      "rss_kb_end": 159228,
      "cpu_time_ms": 600.0,
      "latency_ms": 44772.910368,
      "error": null,
      "attribution": "retrieval",
      "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 Canonical Knowledge Model is related to architecture knowledge models, specifically version 1 and version 2.\n\nThe closest match is found in claim 3: \"ekos/docs/rfcs/0064-architecture-knowledge-model.md [ekos/docs/rfcs/0064-architecture-knowledge-model.md]\" (evidence 8ebd56c4-74cb-4b81-b05a-bb64291c41be), which mentions the architecture knowledge model. However, it does not explicitly state the four core primitives.\n\nCiting:",
      "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:1820]\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/0064-architecture-knowledge-model.md: section 2 [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]\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",
      "evidence_refs": [
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      ],
      "retrieved_ids": [
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        "b51690e7-eb32-5f3b-8db9-523915e8546c",
        "c7f90f9e-bc15-5130-8b71-fb417c1f14af",
        "2180f492-2378-5709-97e5-354fd0aa04cf",
        "7f2fc81d-4efe-5997-82dc-c40c823d4f4a",
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        "c52deb20-c11d-50f6-b5e8-7af964ee6156",
        "9be0aa01-8705-5def-9b03-168e9afa6f33"
      ],
      "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": 654,
      "output_tokens": 183,
      "cache_hit": false,
      "rss_kb_end": 159336,
      "cpu_time_ms": 1910.0000000000002,
      "latency_ms": 25842.958921,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "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 one of the Crate modules under ekos/crates/semantic, as claimed in claim 15.\n\nAssembling the best answer the claims support:\n\nThe claims do not directly mention the specific Rust module responsible for defining the shared Transformation IR. However, they do provide information about the Crate kind and path, which might be relevant to finding this information.\n\nMissing information: The exact name of the Rust module that defines the shared Transformation IR used by both Pentaho and SQL legacy-format parsers is not present in the provided evidence claims.\n\nRefusing: Insufficient evidence.\nI looked for a claim mentioning the specific Rust module responsible for defining 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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        "6b123e98-dd98-5eca-8e0c-a3d986e21801"
      ],
      "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": 1030,
      "output_tokens": 46,
      "cache_hit": false,
      "rss_kb_end": 159896,
      "cpu_time_ms": 7540.0,
      "latency_ms": 21924.02045,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN001: evidence set truncated to 60 items — 34 dropped",
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "The evidence records in the EKOS ledger carry information about where the raw text fragment came from, specifically the \"dependency\" of ekos.\n\n{\"cited_evidence\": [\"2\", \"3\", \"4\", ...]}",
      "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\naxum — 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\n",
      "retrieved_ids": [
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        "feafd0e9-4c34-5a81-82ad-1baf30de283b"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "lin-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": 1463,
      "output_tokens": 349,
      "cache_hit": false,
      "rss_kb_end": 160044,
      "cpu_time_ms": 850.0,
      "latency_ms": 57320.886502999994,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 supports deleting or tombstoning an object that has already been written to the ledger. This is supported by claims 13, ObjectStoreBackend::delete [ekos/crates/segment-backend/src/object_store_backend.rs:278] (evidence 8a9d0e08-c438-40b9-b3be-91f0b5823cf2), and 16, MemBackend::delete [ekos/crates/segment-backend/src/lib.rs:300] (evidence f4b8bcaa-af35-44fb-bf7e-049927115404).\n\nHowever, the claims do not provide direct evidence of EKOS supporting deleting or tombstoning an object that has already been written to the ledger. The closest match is claim 9, delete [ekos/crates/cli/src/commands/branch.rs:104] (evidence 96ec88c4-c65d-4722-bfa9-5d38b544cef2), which mentions deleting an object, but it does not specify whether the object has already been written to the ledger.\n\nTherefore, while there is some indirect evidence supporting EKOS's ability to delete or tombstone objects, a more direct answer cannot be provided based on the available claims.",
      "evidence_text": "possible search match (partial term overlap): VectorIndex::tombstoned [ekos/crates/ledger/src/vector.rs:186]\npossible search match (partial term overlap): Ledger::object_count [ekos/crates/ledger/src/lib.rs:1077]\npossible search match (partial term overlap): Ledger::get_object [ekos/crates/ledger/src/lib.rs:660]\npossible search match (partial term overlap): Ledger::all_objects [ekos/crates/ledger/src/lib.rs:679]\npossible search match (partial term overlap): Ledger::append_object [ekos/crates/ledger/src/lib.rs:561]\npossible search match (partial term overlap): Ledger::object_at [ekos/crates/ledger/src/lib.rs:774]\npossible search match (partial term overlap): Ledger::object_history [ekos/crates/ledger/src/lib.rs:905]\npossible search match (partial term overlap): Ledger::find_objects [ekos/crates/ledger/src/lib.rs:984]\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_v2 [ekos/crates/ledger/src/lib.rs:1044]\npossible search match (partial term overlap): Ledger::find_objects_v1 [ekos/crates/ledger/src/lib.rs:1023]\npossible search match (partial term overlap): ObjectStoreBackend::delete [ekos/crates/segment-backend/src/object_store_backend.rs:278]\npossible search match (partial term overlap): delete_workspace [web/api/app/models.py:108]\npossible search match (partial term overlap): delete_schedule [web/api/app/models.py:202]\npossible search match (partial term overlap): MemBackend::delete [ekos/crates/segment-backend/src/lib.rs:300]\npossible search match (partial term overlap): http_delete [ekos/crates/cli/src/commands/mcp.rs:612]\npossible search match (partial term overlap): LocalFsBackend::delete [ekos/crates/segment-backend/src/lib.rs:212]\npossible search match (partial term overlap): Ledger::index_object_fts_v1 [ekos/crates/ledger/src/lib.rs:435]\npossible search match (partial term overlap): Ledger::index_object_fts_v2 [ekos/crates/ledger/src/lib.rs:446]\n",
      "evidence_refs": [
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      "planned_query_type": "lexical"
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      "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": 160044,
      "cpu_time_ms": 0.0,
      "latency_ms": 1.982953,
      "error": null,
      "attribution": "n/a",
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    {
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      "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": 614,
      "output_tokens": 76,
      "cache_hit": false,
      "rss_kb_end": 169724,
      "cpu_time_ms": 110.0,
      "latency_ms": 11781.501554,
      "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 only describe the name, kind, description, source span, and symbol kind of a KirEvidence record, but do not mention confidence or any related fields.",
      "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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        "6c69e81e-e892-5c9e-bfa6-fbe9d28be846",
        "1bf3c39d-fcb9-5b94-b351-6768959408bb",
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        "fcfc2544-f10a-5fa9-8474-59476ee0a6de",
        "562cdd48-cb3e-5ec8-a5e3-ae8384d0b7a2",
        "a42ddd7f-01a2-57e0-9b9c-2fcd1d1480b5",
        "2f2577d7-abac-5539-9f6d-db05caceb7d7",
        "f8e9ee09-d66e-573a-854e-8846bc972a5f",
        "3c0195f6-d146-554b-aa91-e2b9a62ddf36"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "lin-008",
      "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": 1027,
      "output_tokens": 164,
      "cache_hit": false,
      "rss_kb_end": 169748,
      "cpu_time_ms": 7450.0,
      "latency_ms": 34263.34563,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN001: evidence set truncated to 60 items — 34 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": "When I, EKOS Knowledge Runtime reasoner, 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\": [\"...\"]}\n\nNote that I did not find any specific information about EKOS asking answers and appending evidence to its response. However, based on the provided structured evidence claims, I can infer that EKOS Knowledge Runtime reasoner typically appends a JSON block with the `cited_evidence` key listing the `evidence <id>` value of every claim it relied on.\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\naxum — 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\n",
      "retrieved_ids": [
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        "4a411285-1abe-5de1-a66e-7f1e0623bc2d"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "lin-009",
      "passed": false,
      "hallucinated": false,
      "answer_score": 0.0,
      "evidence_score": 1.0,
      "completeness_score": 0.0,
      "retrieval_recall": 0.0,
      "groundedness_score": 1.0,
      "trajectory_score": null,
      "input_tokens": 1148,
      "output_tokens": 209,
      "cache_hit": false,
      "rss_kb_end": 169780,
      "cpu_time_ms": 1180.0,
      "latency_ms": 34810.570106,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "Answer: The content-addressable, checksummed unit of raw observed data that an EKOS Observer connector produces, before any recovery pass interprets it is not explicitly stated in the provided claims.\n\nHowever, claim 1 mentions \"test_get_returns_raw_and_observe\" which suggests that the output of the observer connector might be a raw and observable value. Claim 10 also mentions \"walk_observed\" which could imply that the observed data is being processed or transformed in some way.\n\nDespite these hints, the claims do not provide a direct answer to the question. Therefore, I will refuse to answer:\n\nInsufficient evidence.\nI looked for a claim that directly describes the content-addressable, checksummed unit of raw observed data produced by an EKOS Observer connector.",
      "evidence_text": "possible 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::Observer\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): observed_by [ekos/crates/simulation/src/simulation.rs:469]\npossible search match (partial term overlap): _observe_of [web/api/app/config_io.py:40]\npossible search match (partial term overlap): walk_observed [ekos/crates/observation-sdk/src/lib.rs:100]\npossible search match (partial term overlap): observers_for [ekos/crates/simulation/src/simulation.rs:222]\npossible search match (partial term overlap): diff_observe [web/api/app/config_io.py:76]\npossible search match (partial term overlap): observe_warnings [ekos/crates/cli/src/commands/config.rs:31]\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_observation_sdk::ObserveError\npossible search match (partial term overlap): ekos/crates/observation-sdk\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_observation_sdk::source_fingerprint\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": 169784,
      "cpu_time_ms": 0.0,
      "latency_ms": 1.1145070000000001,
      "error": null,
      "attribution": "n/a",
      "retrieved_ids": [
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      ]
    },
    {
      "id": "lin-011",
      "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": 1370,
      "output_tokens": 136,
      "cache_hit": false,
      "rss_kb_end": 169852,
      "cpu_time_ms": 870.0,
      "latency_ms": 30839.444982,
      "error": null,
      "attribution": "retrieval",
      "answer": "Answer: According to EKOS's own coding rules, 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.\n\nThis answer rests on claim 1: \"the_same_seed_produces_the_same_winner_across_independent_runs [ekos/crates/simulation/tests/conflict_fixture.rs:130] (evidence 22c7900f-c77d-4ed0-a16c-213a252a578e)\".",
      "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): 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): gateway_matches_partitioned_ledger_over_two_workers [ekos/crates/distributed/tests/gateway.rs:61]\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): ExecutionReport::passes_run [ekos/crates/compiler-core/src/scheduler.rs:49]\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): 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): ensure_statement_separators [ekos/crates/recovery/src/statement_repair.rs:19]\npossible search match (partial term overlap): find_owning_file [ekos/crates/recovery/src/llm_description.rs:159]\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:107]\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",
      "evidence_refs": [
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      "planned_query_type": "lexical"
    },
    {
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      "groundedness_score": null,
      "trajectory_score": null,
      "input_tokens": null,
      "output_tokens": null,
      "cache_hit": null,
      "rss_kb_end": 169852,
      "cpu_time_ms": 20.0,
      "latency_ms": 15.385011,
      "error": null,
      "attribution": "n/a",
      "retrieved_ids": [
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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": 1012,
      "output_tokens": 182,
      "cache_hit": false,
      "rss_kb_end": 169840,
      "cpu_time_ms": 960.0,
      "latency_ms": 31241.028321,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "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 claims. 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 do mention files and directories related to EKOS's compiler core. A possible search match (partial term overlap) is present in some claims, indicating that the terms \"CompilerPass\", \"PassManager\", and \"Scheduler\" are mentioned, but without providing a clear answer.\n\nRefusing: Insufficient evidence.\nI looked for a claim that explicitly mentions the definition of EKOS's core compiler abstractions, including CompilerPass, PassManager, and Scheduler.",
      "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): Concentration risk: ekos_compiler_core::pass::CompilerPass\npossible search match (partial term overlap): ekos_compiler_core::Scheduler\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_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\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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      "planned_query_type": "lexical"
    },
    {
      "id": "hist-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": 1361,
      "output_tokens": 101,
      "cache_hit": false,
      "rss_kb_end": 169916,
      "cpu_time_ms": 4740.0,
      "latency_ms": 30232.521226,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "ANSWERING.\n\nThe Model Context Protocol server (RFC 0013) was built to enable AI agents to interact with each other and share knowledge. Before its existence, AI agents could not directly communicate or share context information, which limited their ability to collaborate and learn from each other.\n\nCITED EVIDENCE:\n{\"cited_evidence\": [\"5b42bcd8-cd39-58b9-8b82-5d06e9a0e3ff\", ...]}",
      "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]\npossible search match (partial term overlap): 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): FileSystemArtifactStore::exists [ekos/crates/artifact/src/store.rs:76]\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): LocalFsBackend::exists [ekos/crates/segment-backend/src/lib.rs:208]\npossible search match (partial term overlap): PackArtifactStore::exists [ekos/crates/artifact/src/pack.rs:279]\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): 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): ekos/docs/rfcs/0049-agent-model.md: section 6 [ekos/docs/rfcs/0049-agent-model.md]\nweb/ui/dist/assets/Dashboard-BipwCPvg.js — related to aI [web/ui/dist/assets/Dashboard-BipwCPvg.js]\n",
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        "c9b388f6-b6fd-56a3-b2c2-9b1b464eeb7e"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "hist-003",
      "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": 1393,
      "output_tokens": 189,
      "cache_hit": false,
      "rss_kb_end": 157440,
      "cpu_time_ms": 1000.0,
      "latency_ms": 41668.046378,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 16, but they do not explicitly state which RFC it is. However, claim 1 and claim 2 both mention \"docs/rfcs/0016-fact-segment-engine.md\", which implies that RFC 16 is related to the fact-segment storage engine.\n\nWhile there are many claims mentioning \"fact-segment\" or \"segment-backend\", none of them directly state what RFC introduced the fact-segment storage engine. Therefore, I will rely on the indirect match in claim 1 and claim 2.\n\nThe answer supported by the claims is: RFC 16.",
      "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): 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): ekos/crates/segment-backend\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_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 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 9 [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): ekos/crates/segment-backend/src/lib.rs [ekos/crates/segment-backend/src/lib.rs]\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): Concentration risk: ekos-segment-backend [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): docs/rfcs/0016-fact-segment-engine.md: section 3 [docs/rfcs/0016-fact-segment-engine.md]\n",
      "evidence_refs": [
        "a8e14384-3c09-4c61-860c-75cab9e162f0",
        "be274ff6-fdc5-50ee-8ceb-12579ba2b657"
      ],
      "retrieved_ids": [
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      "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": 1687,
      "output_tokens": 230,
      "cache_hit": false,
      "rss_kb_end": 114800,
      "cpu_time_ms": 780.0,
      "latency_ms": 49265.858264,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "ANSWERING.\n\nThe RFC that introduced the built-in secrets/PII redaction baseline is not explicitly stated in the provided evidence claims. However, claim 1 mentions \"ekos/docs/rfcs/0043-secrets-and-pii-redaction.md\", which suggests that this might be the relevant RFC. Unfortunately, without further information or a direct match to the question, it's impossible to pinpoint the exact RFC.\n\nThe reason for introducing this redaction baseline is not explicitly stated in the provided evidence claims either. However, claim 20 mentions \"Concentration risk: secrets\", which implies that there may be concerns about sensitive data being exposed. This could be related to the motivation behind introducing a built-in redaction mechanism.\n\nWhat property of the ledger made this a prevention problem rather than a cleanup problem is not explicitly stated in the provided evidence claims. However, claim 15 mentions \"redact\" and claim 20 mentions \"Concentration risk: secrets\", which suggests that there may be concerns about sensitive data being exposed or leaked, making it a prevention problem.\n\nCITING:\n{\"cited_evidence\": [\"1\", ...]}",
      "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): recover_redacts_a_fake_secret_from_a_cicd_workflow_step [ekos/crates/cli/tests/skeleton.rs:216]\npossible search match (partial term overlap): retrieval_quality_meets_baseline [ekos/crates/runtime/tests/retrieval_eval.rs:11]\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): ekos_common::redaction::redact\npossible search match (partial term overlap): redact [ekos/crates/common/src/redaction.rs:226]\npossible search match (partial term overlap): sonar-project.properties [sonar-project.properties]\npossible search match (partial term overlap): KirObject::with_property [ekos/crates/kir/src/lib.rs:215]\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": [
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        "0e4c6bb3-8a8e-5d92-857c-505cf539880c",
        "2e5bae6c-ff35-51db-ba53-4cc7f523f8e3",
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        "db51e265-0804-590c-b96f-716bba1a0f92"
      ],
      "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": 1588,
      "output_tokens": 184,
      "cache_hit": false,
      "rss_kb_end": 31976,
      "cpu_time_ms": 590.0,
      "latency_ms": 46809.864897,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Answer: A real Python file's compiled symbols were lost due to an unknown reference in a real file, which produced a real error.\n\nThe evidence suggests that devlog_100 recorded the issue with a real Python file's compiled symbols. Claim 4 and 5 mention devlogs/devlog_100.md, which is likely related to this issue. Additionally, claim 7 mentions an unknown reference in a real file producing a real error, which could be the cause of the lost compiled symbols.\n\nCited evidence:\n{\"cited_evidence\": [\"6229c5ca-0d9d-4ce6-9518-34f9d808fe33\", \"5819aa52-0acc-4e77-8d28-ae21a6948858\", \"bb1f299e-12ab-4444-ae78-166433251097\", ...]}",
      "evidence_text": "possible search match (partial term overlap): real_file_path [ekos/crates/recovery/src/llm_description.rs:267]\npossible search match (partial term overlap): parse_python_file [ekos/crates/recovery/src/python_analyzer.rs:225]\npossible search match (partial term overlap): python_symbol_kir_id [ekos/crates/recovery/src/python_analyzer.rs:304]\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]\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]\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): devlogs/devlog_100.md: section 4 [devlogs/devlog_100.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): devlogs/devlog_100.md: section 3 [devlogs/devlog_100.md]\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): CallVisitor::record [ekos/crates/recovery/src/rust_analyzer.rs:622]\npossible search match (partial term overlap): record_manifest [ekos/crates/compiler-core/src/cache.rs:56]\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): compile_worker_runs_the_real_pipeline_under_a_lease [tests/integration/tests/integration.rs:160]\nekos/crates/cli/src/commands/query_log.rs — related to record [ekos/crates/cli/src/commands/query_log.rs]\n",
      "retrieved_ids": [
        "a9f8633b-0b16-5e2c-946d-b8f246cf5f9b",
        "72ff02a8-b7ba-5481-b85d-c5b408ab50e4",
        "121302e3-60ea-527a-9e3d-10ddcf731238",
        "e67ec82b-2745-5d3e-9100-039856ccc995",
        "762577ef-bbc4-5ff2-ab02-1d6add6ecda7",
        "7dbba924-067b-5b9c-9975-9e223d01dc4c",
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        "ed5b3a6c-e045-5da5-ae41-c4ff777893a9",
        "b0831590-3880-59f7-9aa1-3159e8396bef",
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        "7ba99809-51b6-5c8f-a1bf-c4d85e9b5c65"
      ],
      "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": 1533,
      "output_tokens": 129,
      "cache_hit": false,
      "rss_kb_end": 32628,
      "cpu_time_ms": 540.0,
      "latency_ms": 35097.419028,
      "error": null,
      "attribution": "retrieval",
      "answer": "Insufficient evidence.\nI looked for claims that directly address the root cause of missing services/ai_service.py symbols in devlog_100.\n\nAlthough there are many possible search matches, none of them explicitly state the root cause of the issue. The closest claim is possibly related to devlogs/devlog_100.md: section 4 (evidence 04a737f7-a1ba-4989-a529-eeec22b149fe), but it does not provide a clear answer.",
      "evidence_text": "possible search match (partial term overlap): tower_http::services::ServeDir\npossible search match (partial term overlap): python_symbol_kir_id [ekos/crates/recovery/src/python_analyzer.rs:304]\nsearch match: devlogs/devlog_100.md [devlogs/devlog_100.md]\nsearch match: devlogs/devlog_100.md [devlogs/devlog_100.md]\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): test_allowlist_rejects_anything_else [web/api/tests/test_readproc.py:22]\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): crates_missing_classification [ekos/crates/recovery/src/architecture_evaluator.rs:73]\npossible search match (partial term overlap): first_missing_key [ekos/crates/demo-server/src/main.rs:133]\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:50]\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): SegmentStore::root [ekos/crates/ledger/src/segment/mod.rs:702]\npossible search match (partial term overlap): store_root [ekos/crates/cli/src/commands/mcp.rs:140]\npossible search match (partial term overlap): Py\npossible search match (partial term overlap): sqlparser::parser::Parser\npossible search match (partial term overlap): oxc_parser::Parser\ndevlogs/devlog_100.md: section 4 — related to devlogs/devlog_100.md [devlogs/devlog_100.md]\ndevlogs/devlog_100.md: section 3 — related to devlogs/devlog_100.md [devlogs/devlog_100.md]\ndevlogs/devlog_100.md: section 1 — related to devlogs/devlog_100.md [devlogs/devlog_100.md]\ndevlogs/devlog_100.md: section 2 — related to devlogs/devlog_100.md [devlogs/devlog_100.md]\n",
      "evidence_refs": [
        "04a737f7-a1ba-4989-a529-eeec22b149fe"
      ],
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      "planned_query_type": "conceptual"
    },
    {
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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": 32636,
      "cpu_time_ms": 10.0,
      "latency_ms": 6.323169,
      "error": null,
      "attribution": "n/a",
      "retrieved_ids": [
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    },
    {
      "id": "hist-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": 1492,
      "output_tokens": 177,
      "cache_hit": false,
      "rss_kb_end": 168464,
      "cpu_time_ms": 900.0,
      "latency_ms": 40698.715864,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 a \"semantic knowledge ledger\". This can be inferred from claim 4, which directly mentions \"semantic-knowledge-ledger.md\" and provides evidence for it. Additionally, claim 15 also references this document, specifically mentioning section 1.\n\nWhile there are many possible search matches with partial term overlap, none of them provide direct information about the content of RFC 0004. Therefore, our answer is based on the available claims that mention or reference the \"semantic knowledge ledger\" in RFC 0004.",
      "evidence_text": "possible search match (partial term overlap): project [ekos/crates/ekl/src/interpreter.rs:278]\npossible search match (partial term overlap): project [ekos/crates/ledger/src/index.rs:263]\npossible search match (partial term overlap): ekos/crates/common/src/project.rs [ekos/crates/common/src/project.rs]\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_qualify [ekos/crates/common/src/project.rs:26]\npossible search match (partial term overlap): describe_project [ekos/crates/recovery/src/llm_description.rs:618]\npossible search match (partial term overlap): calculated_projection [ekos/crates/recovery/src/sql_transform_analyzer.rs:585]\npossible search match (partial term overlap): .serena/project.yml [.serena/project.yml]\npossible search match (partial term overlap): sonar-project.properties [sonar-project.properties]\npossible search match (partial term overlap): project_summary_id [ekos/crates/recovery/src/llm_description.rs:590]\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): llm_description::describe_project\npossible search match (partial term overlap): project_key_for_base [ekos/crates/common/src/project.rs:36]\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",
      "evidence_refs": [
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      "planned_query_type": "lexical"
    },
    {
      "id": "hist-009",
      "passed": true,
      "hallucinated": false,
      "answer_score": null,
      "evidence_score": 1.0,
      "completeness_score": null,
      "retrieval_recall": null,
      "groundedness_score": 1.0,
      "trajectory_score": 0.0,
      "input_tokens": 1522,
      "output_tokens": 191,
      "cache_hit": false,
      "rss_kb_end": 168440,
      "cpu_time_ms": 500.0,
      "latency_ms": 43123.739952,
      "error": null,
      "attribution": "n/a",
      "answer": "ANSWERING.\n\nThe question is \"RFC 0013\". \n\nAccording to the evidence, RFC 0013 refers to \"MCP Server\" as described in [docs/rfcs/0013-mcp-server.md] (evidence 5b42bcd8-cd39-58b9-8b82-5d06e9a0e3ff) and [docs/rfcs/0013-mcp-server.md] (evidence 4d9e7e73-7f9f-49ea-afe1-3d44ed2f4a31).",
      "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]\nsearch match: ekos/docs/rfcs/0143-mcp-http-transport.md [ekos/docs/rfcs/0143-mcp-http-transport.md]\nsearch match: ekos/docs/rfcs/0143-mcp-http-transport.md [ekos/docs/rfcs/0143-mcp-http-transport.md]\nsearch match: devlogs/devlog_14.md [devlogs/devlog_14.md]\nsearch match: devlogs/devlog_14.md [devlogs/devlog_14.md]\nsearch match: ekos/docs/rfcs/0028-transformation-ir-mcp-tools.md [ekos/docs/rfcs/0028-transformation-ir-mcp-tools.md]\nsearch match: ekos/docs/rfcs/0028-transformation-ir-mcp-tools.md [ekos/docs/rfcs/0028-transformation-ir-mcp-tools.md]\nsearch match: ekos/docs/rfcs/0143-mcp-http-transport.md: section 1 [ekos/docs/rfcs/0143-mcp-http-transport.md]\nsearch match: devlogs/devlog_149.md [devlogs/devlog_149.md]\nsearch match: devlogs/devlog_149.md [devlogs/devlog_149.md]\nsearch match: docs/rfcs/0018-impact-reasoning.md [docs/rfcs/0018-impact-reasoning.md]\nsearch match: docs/rfcs/0018-impact-reasoning.md [docs/rfcs/0018-impact-reasoning.md]\nsearch match: ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\nsearch match: devlogs/devlog_176.md [devlogs/devlog_176.md]\nsearch match: devlogs/devlog_176.md [devlogs/devlog_176.md]\nsearch match: ekos/docs/rfcs/0116-top-level-status-alias.md [ekos/docs/rfcs/0116-top-level-status-alias.md]\nsearch match: ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md [ekos/docs/rfcs/0118-compiled-knowledge-query-engine.md]\nsearch match: docs/presentations/full-stack-test-run.html [docs/presentations/full-stack-test-run.html]\n",
      "evidence_refs": [
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        "4d9e7e73-7f9f-49ea-afe1-3d44ed2f4a31"
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    {
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      "passed": false,
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      "evidence_score": null,
      "completeness_score": 1.0,
      "retrieval_recall": null,
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      "trajectory_score": null,
      "input_tokens": 1551,
      "output_tokens": 214,
      "cache_hit": false,
      "rss_kb_end": 168924,
      "cpu_time_ms": 910.0,
      "latency_ms": 45558.955479,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 the Semantic Knowledge Ledger's original design was implemented before the Model Context Protocol server. This is because the RFC for the Semantic Knowledge Ledger (docs/rfcs/0004-semantic-knowledge-ledger.md) predates the RFC for the Model Context Protocol server, which is not mentioned in these claims.\n\nThe answer is partial because it relies on indirect matches and does not provide a direct reference to the specific events or milestones that led to the implementation of each component. However, based on the available evidence, it appears that the Semantic Knowledge Ledger's original design was implemented before the Model Context Protocol server.\n\nWEAK CLAIMS: The possible search match claims (partial term overlap) are indirect matches and should be weighted less than direct matches. However, they can still provide valuable information when combined with other claims.\n\nCITED EVIDENCE:",
      "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): docs/rfcs/0004-semantic-knowledge-ledger.md: section 2 [docs/rfcs/0004-semantic-knowledge-ledger.md]\npossible search match (partial term overlap): Ledger::append_relationship [ekos/crates/ledger/src/lib.rs:628]\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_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): 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): ekos-demo-server depends_on ekos-ledger [ekos/crates/demo-server/Cargo.toml]\npossible search match (partial term overlap): find_owning_file [ekos/crates/recovery/src/llm_description.rs:159]\npossible search match (partial term overlap): origin_allowed [ekos/crates/cli/src/commands/mcp.rs:469]\n",
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      "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": true,
      "rss_kb_end": 169716,
      "cpu_time_ms": 60.0,
      "latency_ms": 77.420573,
      "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",
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        "2c2ad043-598d-5fcb-bf2d-ed4347ca2ae6",
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        "ed5b3a6c-e045-5da5-ae41-c4ff777893a9"
      ],
      "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": 865,
      "output_tokens": 21,
      "cache_hit": false,
      "rss_kb_end": 169648,
      "cpu_time_ms": 150.0,
      "latency_ms": 10365.068975,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\n\nI looked for claims mentioning RFCs and their relationships to 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.signature = pub fn dependency_graph_groups(\n    relationships: &[KirRelationship],\n) -> Vec<(String, Vec<&KirRelationship>)> [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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        "c50085c6-d608-569e-b6cc-6a8b7d491c99",
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        "36efc953-06f8-55fd-8c9b-56ab9c679642",
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        "6d8f8433-1042-5d77-839e-01ec8ce52ba6",
        "82870f9c-b48f-54e9-8597-3e5ff71458cc",
        "c381c550-3078-5537-b07a-9d27afe2f58b",
        "81f9c174-cef7-5857-bc30-9e1cdef8c67a",
        "5956e836-8e67-5eb7-a365-481e113049f9",
        "bf7b68bd-f8cd-5f89-b5d4-4d322989ef4b",
        "d038c7b7-05b2-5c5c-8f62-c4ea6f2529ee",
        "88b1255e-4ca0-5b33-8bdc-9b69e9d774e0",
        "458d1e13-f784-50a2-a37f-8bbcc4eb6d8d",
        "27aa2239-c534-57bb-bd29-bff3f5e6d153",
        "e37a4255-8227-5bf8-8313-c6c27e65b578",
        "0281babf-be3f-5a37-b1d3-c898808b8053",
        "b134470a-312d-5993-a813-6154989c8b28",
        "0fb8d8d2-7266-5545-bf73-9ef22e18183d",
        "8fbec2cf-811b-5c6e-a424-e37f2a44722e",
        "990ac1a8-badb-57d0-82d5-69516e5edf13",
        "5b10aa5e-b761-5167-b68d-1892d686d4f6",
        "d3a55d3c-1e0b-5677-9a95-1e2d836d4a67"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "sec-001",
      "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": 1669,
      "output_tokens": 237,
      "cache_hit": false,
      "rss_kb_end": 46516,
      "cpu_time_ms": 770.0,
      "latency_ms": 48971.535863,
      "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 module that redacts secrets and PII before content reaches the artifact store or ledger is not explicitly named in the provided evidence claims. However, it can be inferred from claim 19 that there exists a function `redact` within the `ekos_common::redaction` module that likely performs this task.\n\nAssembling the best answer the claims support:\n\nThe claims suggest that redacting secrets and PII is a crucial step in the process of storing content. While no specific module name is mentioned, claim 19 implies the existence of a function called `redact` within the `ekos_common::redaction` module, which may be responsible for this task.\n\nWhat's missing:\n\nA more direct mention of the module name or a specific function that performs redaction would provide stronger evidence. However, based on the available claims, it can be inferred that some form of redaction is performed within the `ekos_common::redaction` module.\n\nRefusing answer: Insufficient evidence.\n\nWhat I looked for: A direct mention of the module name or a specific function that performs redaction.\n\nCited Evidence:",
      "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): AiRuntime::with_artifact_store [ekos/crates/runtime/src/ai.rs:227]\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): recover_redacts_a_fake_secret_from_a_cicd_workflow_step [ekos/crates/cli/tests/skeleton.rs:216]\npossible search match (partial term overlap): secrets\npossible search match (partial term overlap): clean_removes_artifacts_not_ledger [ekos/crates/cli/tests/skeleton.rs:117]\npossible search match (partial term overlap): current_module [ekos/crates/recovery/src/elixir_analyzer.rs:249]\npossible search match (partial term overlap): ekos_common::redaction::redact\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]\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",
        "61aedc2e-d2e9-50e6-a074-25dea5b79fd7",
        "56355ecb-dc9e-54c6-888e-054386b959d4",
        "7a31c783-a557-562e-b133-d5bd2c1dc944",
        "80b144fb-53ab-5831-8888-5dbea26705de",
        "b73d27b3-7741-5341-88c1-4035f1ce7dc1",
        "995df50a-b222-5596-a3b1-29128eb9789e",
        "e7228291-2f89-5017-9834-0655c3d4a8af",
        "d3c279b2-8afa-54dc-8e3d-8ce2223bcaee",
        "d997f78d-b111-570e-b530-510e98c14df8",
        "c77e9636-3a00-5b4d-8822-cfd9827364c0",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "100381d0-7f9f-5a7e-9cf3-436b098fa154",
        "d68e1726-557f-57f2-847a-f1c6561403c3",
        "c8408593-f6d8-5b70-8301-3485d093719e",
        "73f76a80-e2ec-5815-8afb-7e9fd917869f",
        "1578886d-e145-5ef0-a989-4f0162bdf044",
        "2641fb34-3ec0-544b-9e1d-fb93042b7ea4",
        "66c7da48-70e5-57fb-9882-5a5b05933963",
        "e1e4fef0-5cfb-5508-b8a0-f1d735957900",
        "c93281d0-487a-57af-a86f-c5269a9de304",
        "9e673620-26ac-5c18-a567-fd5740917147",
        "c13c8971-1bc5-5e72-90cd-27eb1567cb98",
        "0acfaa93-b966-526f-836e-fdff8ed68c02",
        "f9819505-18be-5a94-baf4-0d117a09e08f",
        "dfe9e581-6696-58eb-800b-b1be8126a0b6",
        "e1756209-d606-5b64-b4c6-226b972f0c4c",
        "a904d91c-af3b-5cc4-926b-a39c8a31d1d5",
        "51d4d18f-087f-529d-948d-d08f466a736c",
        "47de4d6e-f31c-5894-b4c7-03e40a20cde4",
        "772eeb91-6bc0-5bb9-81b6-78042a449e90",
        "68328ad4-597d-5947-afb0-8d5a0804e3dd",
        "262b1893-57a1-5961-a14f-e3bd5776f66c",
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "13841ea7-f560-5db1-8b59-85348e9a4a41",
        "31363143-7d61-534f-8012-51c26b5e28a1",
        "75768e21-6208-5b55-933c-b98b65d52e4e",
        "f764a415-955b-54aa-9588-7f04fd055bcf",
        "d3531f43-0f57-50d0-9562-ccf131137e60",
        "22873165-bc32-5c38-a219-22586895465f",
        "12d0dd12-20c5-57da-aca4-f87c55d80182",
        "fea06eab-a982-55b6-b617-e108220998c7",
        "453bee65-6715-5e30-944b-8d6a56518b6a",
        "fccfda59-a391-5694-83e5-4e136cd7961a",
        "f8487092-e86b-5ceb-9e9e-8febcbb72b14",
        "3d825f51-855f-5e3d-8818-211dfb53d598",
        "b6f010fe-ba17-50a1-ac0a-8635b3568117",
        "e887c0a4-d60f-5c62-ac33-698b974750ca",
        "ec1ec783-94d0-5509-ad2e-a0f2a69f28a1"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "sec-002",
      "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": 1651,
      "output_tokens": 153,
      "cache_hit": false,
      "rss_kb_end": 47440,
      "cpu_time_ms": 2029.9999999999998,
      "latency_ms": 40145.421268,
      "error": null,
      "attribution": "retrieval",
      "answer": "Answer: The [security] section of ekos.toml does not directly mention disabling the built-in redaction baseline. However, it is possible to disable the redaction baseline by configuring the `redact` function in the [security] section.\n\nSupported answer based on claims 1, 2, and 3.",
      "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\npossible search match (partial term overlap): SECURITY.md: section 2 [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 1 [SECURITY.md]\npossible search match (partial term overlap): SECURITY.md: section 3 [SECURITY.md]\npossible search match (partial term overlap): ekos.toml [ekos.toml]\npossible search match (partial term overlap): retrieval_quality_meets_baseline [ekos/crates/runtime/tests/retrieval_eval.rs:11]\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/Cargo.toml [ekos/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): redact_json [ekos/crates/common/src/redaction.rs:286]\npossible search match (partial term overlap): ekos depends_on toml [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): 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]\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",
      "evidence_refs": [
        "914e385a-60b3-4b59-80b8-49286b15612d",
        "1c1cda42-7444-4a6c-a48e-9a2ea91cbe23",
        "a48a0973-44f4-4c60-b1ab-6ea1e3e450e4"
      ],
      "retrieved_ids": [
        "ccb135b8-4dc5-509a-8fcb-d15012cb27ff",
        "80b144fb-53ab-5831-8888-5dbea26705de",
        "00d9442f-d37c-5bd2-81e4-33f4fe030583",
        "1578886d-e145-5ef0-a989-4f0162bdf044",
        "80318029-c540-57fd-87f4-5c89f0691cd2",
        "c655474d-c6a4-5717-8c54-85b8c1458246",
        "b4ecbd32-1910-5f0c-855d-b0a16a914534",
        "57454a52-49cf-5ee8-ba5a-b111f1ed7889",
        "84d519ba-6dca-5441-a656-7c2fbd482786",
        "50479ac5-29a2-5ce7-80da-5509e05864a8",
        "08fe5cb9-c49b-5622-9531-c674d8c5b6b3",
        "2641fb34-3ec0-544b-9e1d-fb93042b7ea4",
        "f3031758-f00b-5d25-a770-3a15d1eebb37",
        "b57bde1d-9a1e-538b-8cd1-2eaf7f5323f3",
        "849cea78-63d1-5484-934a-4e6587c67515",
        "75768e21-6208-5b55-933c-b98b65d52e4e",
        "a904d91c-af3b-5cc4-926b-a39c8a31d1d5",
        "1d6786eb-9227-5712-a7ae-0b0bec6dac1b",
        "b2678e73-f1ed-50db-8272-d18217301a2a",
        "61aedc2e-d2e9-50e6-a074-25dea5b79fd7",
        "8d6ab47f-f8ab-5c0a-8b43-373b3a046cc1",
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        "c0ff2e6c-7e2f-5107-a5be-197e2c66ecef",
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        "5123d973-7a1c-54ed-ae21-4796d446ee1b",
        "d8c09ac0-9251-522d-a257-7e85bc36df65",
        "b31ee0b2-7af2-5643-a473-1b20006591e6",
        "49581cd8-178a-5d25-a441-8faf16cae124",
        "de0e9b2a-e46f-56b7-8adf-8bebadc42048",
        "dfdd069f-fd17-5aeb-9596-b83fb0a2c788",
        "acae13df-dfe5-57f3-a785-0252f1a5ce77",
        "284cf3a1-b1ec-5607-8c2a-45ec4eb3bc2d",
        "48fa6510-8e03-5dcb-a190-a3a9d1240892",
        "07c3a002-f6ea-5e09-89b3-2983df83a973",
        "65819206-297a-5b7b-9b16-b97e3fd25e47",
        "7a0b0b3f-be96-554e-8987-26b3d22ddc2d",
        "ab48cde6-37d7-5240-88f8-946454f0d137",
        "4d7a948e-bacd-555b-a928-ab1257668aee",
        "2cbb745c-00cd-5424-b26c-699cc1cb0f3b",
        "3bf69319-bbfa-5ba9-a23e-df3ec538df3c",
        "2d28b82a-a6d7-5c8c-9ba6-21b96be7ba66",
        "7264cb5e-c41d-5d24-96dd-0dc4626af651",
        "8b9eb490-6a08-58e9-befd-b0e776eca5df",
        "36367efa-f47a-5128-bdc4-c6e5498e4b1f",
        "b91b6309-f3db-56cd-80d1-d1d38239ed70",
        "ec53eab7-e4a6-5a18-8b54-d0d73bf12f83",
        "8df8e217-a1e6-5860-8fd8-842bde22ab17",
        "039ee6a5-dc52-5cf5-aaac-21bb61c008ee",
        "eb1a8094-d4a7-53c0-b566-89b8439d2506",
        "9d21a111-dd3f-5173-a4ca-0ff0c8ac3f26"
      ],
      "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": 1732,
      "output_tokens": 26,
      "cache_hit": false,
      "rss_kb_end": 45880,
      "cpu_time_ms": 540.0,
      "latency_ms": 23616.065123999997,
      "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/tests/conftest.py — related to workspace [web/api/tests/conftest.py]\n",
      "retrieved_ids": [
        "e7e1872e-84a3-55d0-b7e1-4553cca0608b",
        "d9f9c95c-933e-525e-9552-daff7a8b9faa",
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        "cb1ad00a-c3af-5366-a438-7d51e2b3a5f8",
        "2cb54895-a5c9-578f-926e-f902484cf860",
        "a3b481ce-36a4-5ed4-9ef9-b6b2faeea774",
        "a616c944-3f59-514c-a2b3-4bc896567f5f",
        "ad045a4b-833f-5213-98d2-556308473cf4",
        "f20c41ef-ae21-571e-8bcd-6d8cd62616da",
        "958362ba-99e2-57d1-b0a2-ab9bc1baa55d",
        "a35a3775-6b6d-563b-9267-6eb0bacdff62",
        "5961d30c-e500-5eda-972a-8299346dfc67",
        "8821e74a-7e72-5b6d-b1b4-fcc84ca76523",
        "c7f90f9e-bc15-5130-8b71-fb417c1f14af",
        "e8ff1e4b-7625-57da-bfa2-e10ecf154d62",
        "82d304df-bb9f-5c02-9575-25d3c3813e26",
        "f8f102ad-bfb4-5854-8fb6-2200db5a7daf",
        "beb8964e-4f46-5201-9419-17210b99f142",
        "60facea1-f085-5fb6-9750-725533dae17f"
      ],
      "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": 1616,
      "output_tokens": 108,
      "cache_hit": false,
      "rss_kb_end": 45748,
      "cpu_time_ms": 720.0,
      "latency_ms": 32514.645219,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "ANSWERING.\n\nThe claims suggest that the built-in secrets/PII redaction baseline was introduced in RFC 0043. This is supported by claim 3, which mentions \"section 6\" of the same RFC.\n\nAnswer: The RFC that introduced the built-in secrets/PII redaction baseline is RFC 0043.\n\nCITED EVIDENCE:\n[\n\"evidence 1c1cda42-7444-4a6c-a48e-9a2ea91cbe23\"\n]",
      "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): recover_redacts_a_fake_secret_from_a_cicd_workflow_step [ekos/crates/cli/tests/skeleton.rs:216]\npossible search match (partial term overlap): retrieval_quality_meets_baseline [ekos/crates/runtime/tests/retrieval_eval.rs:11]\npossible search match (partial term overlap): secrets\npossible search match (partial term overlap): ekos_common::redaction::redact\npossible search match (partial term overlap): redact [ekos/crates/common/src/redaction.rs:226]\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:552]\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": [
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        "9748276f-96c6-5296-a234-27536de9b85b"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "sec-005",
      "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": 45748,
      "cpu_time_ms": 0.0,
      "latency_ms": 0.908913,
      "error": null,
      "attribution": "n/a",
      "retrieved_ids": [
        "1578886d-e145-5ef0-a989-4f0162bdf044",
        "2641fb34-3ec0-544b-9e1d-fb93042b7ea4",
        "a904d91c-af3b-5cc4-926b-a39c8a31d1d5",
        "fea06eab-a982-55b6-b617-e108220998c7",
        "453bee65-6715-5e30-944b-8d6a56518b6a",
        "f3031758-f00b-5d25-a770-3a15d1eebb37",
        "b57bde1d-9a1e-538b-8cd1-2eaf7f5323f3",
        "75768e21-6208-5b55-933c-b98b65d52e4e",
        "5123d973-7a1c-54ed-ae21-4796d446ee1b",
        "5c0543f1-af7f-5683-ac95-1e74de8b0e27",
        "169901e8-08e3-5456-8237-260e3109e2b8",
        "80b144fb-53ab-5831-8888-5dbea26705de",
        "56355ecb-dc9e-54c6-888e-054386b959d4",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "b73d27b3-7741-5341-88c1-4035f1ce7dc1",
        "61aedc2e-d2e9-50e6-a074-25dea5b79fd7",
        "100381d0-7f9f-5a7e-9cf3-436b098fa154",
        "7a31c783-a557-562e-b133-d5bd2c1dc944",
        "995df50a-b222-5596-a3b1-29128eb9789e",
        "48549be1-b827-5e98-9c9d-72a8e21dc3da",
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        "d7340744-7cf6-5d2b-912a-63efde92caba",
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        "d3d77143-29b0-546c-94c8-dc858dbe0dec",
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        "4bd9b8e9-9e02-5a7d-a85f-16409b2f3833",
        "fa988f8c-25bf-5784-9850-5e5a0572ceee",
        "6118d2ff-3c43-5024-8cb5-7576024ff464",
        "7d74e1d1-d372-5e90-820b-7c9f20e6756f",
        "ca5b216d-5f63-59c9-8e61-22588149666e",
        "3c4612eb-5984-55ec-ade2-d06caf2270a8",
        "12a159ab-12c6-5379-bcea-fce9a66c95ca",
        "1bd7f9b2-f594-574f-8e4f-32d179f2e99c",
        "b47b9a66-31eb-512b-b220-2f83d98048d7"
      ]
    },
    {
      "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": 1361,
      "output_tokens": 179,
      "cache_hit": false,
      "rss_kb_end": 180008,
      "cpu_time_ms": 910.0,
      "latency_ms": 39517.648144,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 by default. However, none of the claims explicitly state which environment variable it is. The closest match is claim 1: \"default_key_env [ekos/crates/cli/src/commands/recover.rs:1086] (evidence b5cb836c-23cb-4294-8749-38ff9dc38f27)\", but it only mentions a possible search match, not the actual environment variable.\n\nAssembling the best answer the claims support:\n\nEKOS reads the Anthropic API key from an unknown environment variable by default.\n\nWhat is missing: The specific name of the environment variable.\n\nCITED EVIDENCE:",
      "evidence_text": "possible search match (partial term overlap): default_key_env [ekos/crates/cli/src/commands/recover.rs:1086]\nsearch 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): 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): 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): 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): cache_key [ekos/crates/recovery/src/embed.rs:284]\npossible search match (partial term overlap): encode_key [ekos/crates/ledger/src/index.rs:165]\npossible search match (partial term overlap): sanitize_key [ekos/crates/ledger/src/partitioned/mod.rs:188]\npossible search match (partial term overlap): cache_key [ekos/crates/recovery/src/cache.rs:14]\npossible search match (partial term overlap): ekos_ekl::interpreter::default_returns\npossible search match (partial term overlap): AiRuntimeConfig::default [ekos/crates/runtime/src/ai.rs:127]\npossible search match (partial term overlap): default_rounds [ekos/crates/simulation/src/scenario.rs:119]\npossible search match (partial term overlap): ResolverConfig::default [ekos/crates/identity/src/lib.rs:155]\npossible search match (partial term overlap): default_hashtags [ekos/crates/compiler-core/src/config.rs:235]\npossible search match (partial term overlap): ArtifactMeta::default [ekos/crates/artifact/src/lib.rs:107]\npossible search match (partial term overlap): default_root [ekos/crates/compiler-core/src/config.rs:50]\n",
      "evidence_refs": [
        "b5cb836c-23cb-4294-8749-38ff9dc38f27"
      ],
      "retrieved_ids": [
        "e7ef1d2e-1bac-5fb7-bc64-8ee310a5929d",
        "2b1d458b-2cbb-5b8a-9932-9c15c981a99e",
        "d3a5247e-e2ff-51e1-aa45-7da95c1d25e3",
        "33f8e8d4-78a2-55a9-8e2e-3b9dcf38f97c",
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        "f3a16382-c430-5916-b0cb-5ef24b036a63",
        "ea1fcc08-437d-5def-b6c3-c16bea75dfcb",
        "260ed478-da17-59ed-a655-7164be3887e4",
        "8ebf139e-19c9-5366-962e-629a07f4ba8a",
        "28a97e97-fdd4-52bb-84a9-40282e4c04ee",
        "9897ecb1-1394-53c3-8d26-215e8b3be46a",
        "6af2cb7b-6b2c-5335-ade1-0aed826355d4",
        "4e5d4ab2-9384-5811-aa0e-21404d924be0",
        "a5061f98-e89d-569e-a13c-cca36a9e7f0a",
        "d58044fe-3015-5aa0-be86-8031721cf915",
        "2bca7d5f-e455-5aea-b4d1-308424636e35",
        "5dc32e3f-001e-5918-b360-0effbe41c510",
        "fbd4b5ce-b139-58c6-9073-8a9561494ddf",
        "4017daa1-784b-5b05-a94f-ce432a7df88d",
        "9a9ea627-8891-52e2-a6a7-1ade17a48fa6"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "sec-007",
      "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": 1257,
      "output_tokens": 129,
      "cache_hit": false,
      "rss_kb_end": 139168,
      "cpu_time_ms": 850.0,
      "latency_ms": 28751.195518,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 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": "Answering.\n\nThe claims do not directly address the prompt-injection risk for the EKOS path that lets an LLM build and run a live SQL query against ClickHouse, nor do they mention any constraint enforced on the query before it runs. However, claim 12 mentions `ClickHouseHttpClient::run_query`, which might be related to the query execution.\n\nRefusing.\n\nI looked for claims mentioning \"prompt-injection risk\" or \"constraint enforced on the query\".\n\n{\"cited_evidence\": [\"15189e51-0633-4518-a6a8-4a7d07b36d33\", ...]}",
      "evidence_text": "possible search match (partial term overlap): run_clickhouse_query_blocking [ekos/crates/cli/src/commands/mcp.rs:1647]\npossible search match (partial term overlap): get_run [web/api/app/models.py:127]\npossible search match (partial term overlap): build_prompt [ekos/crates/recovery/src/architecture_reasoning.rs:251]\npossible search match (partial term overlap): run_query [ekos/crates/cli/src/commands/clickhouse.rs:25]\npossible search match (partial term overlap): run_llm_description [ekos/crates/cli/src/commands/commit.rs:464]\npossible search match (partial term overlap): crate::prompt::build_user_prompt\npossible search match (partial term overlap): Concentration risk: super::recover::build_llm_provider\npossible search match (partial term overlap): build_symbol_prompt [ekos/crates/recovery/src/llm_description.rs:281]\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:196]\npossible search match (partial term overlap): SearchIndex::run_query [ekos/crates/ledger/src/search.rs:636]\npossible search match (partial term overlap): ClickHouseHttpClient::run_query [ekos/plugins/clickhouse/src/lib.rs:85]\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): 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\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): crate::prompt::build_retry_suffix\npossible search match (partial term overlap): Concentration risk: ekos_recovery::llm::LlmProvider\n",
      "retrieved_ids": [
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        "3d8ecc5b-5ba0-5d0b-a7c6-4ef18576c56a",
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        "dd561724-bbf8-5987-9e3e-ac6f73252fff",
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        "2d3d5705-f098-5cb5-b276-9cb12dde2e67",
        "869b2b92-d20d-575f-bacf-3d81b4a43dcf",
        "2c912e37-e952-5ea7-916d-10de893dafe1",
        "8618ff9e-91f6-5388-8f51-27e5a401d0fc",
        "d0e99ff0-a557-5069-8844-012e0de0baa4",
        "10499888-a7e7-5aec-b750-bb466d02dd6b",
        "5f8eda6d-90c1-538e-b861-ae58b148d539",
        "8fdd7e97-9f1c-510e-91fb-0b28ff29a869",
        "19b157e2-478e-5f5f-86da-07fd0d203f5d",
        "72f2c6af-c70f-5101-b2fd-cbe52a164cc7",
        "0db41202-65e2-5a83-906f-b91d0a969532"
      ],
      "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": 749,
      "output_tokens": 140,
      "cache_hit": false,
      "rss_kb_end": 139264,
      "cpu_time_ms": 190.0,
      "latency_ms": 21180.036063,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN004: redact has no \"returns\" fact"
      ],
      "answer": "Answering.\n\nThe claims show that the `redact` connector performs live redaction/sanitization on results returned from a real NL-to-SQL query, before they're shown to the user. This is evident from claim 3, which describes the behavior of the `redact` function as replacing matches with `[REDACTED:<label>]`.\n\nHowever, it's worth noting that the claims do not explicitly mention the connector type or its specific purpose, so a more detailed answer might be possible if additional information were available.",
      "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.signature = pub fn redact(content: &str, config: &RedactionConfig) -> String [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": [
        "2e2c137a-9673-4596-9a7d-b3479763518c"
      ],
      "retrieved_ids": [
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        "cd9bf414-a391-57b7-8135-8591f1fa8d02",
        "f0f3f957-6e7d-542c-8a88-2ccf916a2efc",
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        "2549f312-c6af-5852-b7de-2e566b5e7280",
        "b350cf7e-5012-5d1e-93dd-def72d729c45",
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        "453bee65-6715-5e30-944b-8d6a56518b6a",
        "99cd5e2a-7776-5c12-8404-6077b4b19a09",
        "a9f8633b-0b16-5e2c-946d-b8f246cf5f9b",
        "75768e21-6208-5b55-933c-b98b65d52e4e",
        "3c7f729e-5851-5e8c-92fb-e369083bad24",
        "5e50e80c-760d-5290-9932-c7a08a312249",
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        "f3031758-f00b-5d25-a770-3a15d1eebb37"
      ],
      "planned_query_type": "conceptual"
    },
    {
      "id": "sec-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": 1360,
      "output_tokens": 270,
      "cache_hit": false,
      "rss_kb_end": 119696,
      "cpu_time_ms": 940.0,
      "latency_ms": 46911.919959,
      "error": null,
      "attribution": "retrieval",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 using only those claims.\n\nThe question asks whether EKOS's built-in redaction baseline applies only to files an Observer connector reads, or also to the direct-file-read blocks in build.rs and recover.rs. \n\nFrom the evidence, we can see that claim 15 mentions ekos/crates/common/src/redaction.rs which suggests that there is a redaction mechanism implemented. However, it does not explicitly state whether this applies only to files an Observer connector reads or also to other direct-file-read blocks.\n\nClaim 11 mentions SegmentStore::open_read_only_with_backend which implies that the read-only mode might be applicable to certain types of files, but again, it does not specify if this is limited to Observer connector reads or not.\n\nThe other claims do not provide any direct information about the scope of EKOS's built-in redaction baseline. \n\nTherefore, based on the available evidence, we can only say that there is a possibility of redaction being applied to certain files, but it is unclear whether this applies only to files an Observer connector reads or also to other direct-file-read blocks.\n\nAnswer: The claims suggest that EKOS's built-in redaction baseline might apply to certain files, but the scope of its application is unclear. \n\nCITED EVIDENCE:\n[\n]",
      "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): super::store::open_store_read_only\npossible search match (partial term overlap): SegmentStore::open_read_only_with_backend [ekos/crates/ledger/src/segment/mod.rs:206]\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): FactLedger::open_read_only_with_backend [ekos/crates/ledger/src/fact_ledger.rs:416]\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/crates/common/src/redaction.rs [ekos/crates/common/src/redaction.rs]\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/plugins/file/Cargo.toml [ekos/plugins/file/Cargo.toml]\npossible search match (partial term overlap): ekos-plugin-file\npossible search match (partial term overlap): ekos/plugins/file\npossible search match (partial term overlap): Concentration risk: super::store::open_store_read_only\n",
      "retrieved_ids": [
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        "4e5d4ab2-9384-5811-aa0e-21404d924be0",
        "a5061f98-e89d-569e-a13c-cca36a9e7f0a",
        "d58044fe-3015-5aa0-be86-8031721cf915",
        "2bca7d5f-e455-5aea-b4d1-308424636e35",
        "5dc32e3f-001e-5918-b360-0effbe41c510",
        "fbd4b5ce-b139-58c6-9073-8a9561494ddf",
        "26a60af4-2ca7-5668-b88a-0c91ef7b8ee2",
        "01aa7267-39c1-5a88-bedf-39bc192da867",
        "a95eaa64-3902-5bdf-905e-c2436d2c8cc4",
        "7ba99809-51b6-5c8f-a1bf-c4d85e9b5c65",
        "7e02bcf9-a7b4-5099-8255-130d9ef401bb",
        "5366273c-28a7-5402-96d2-68048582cc68",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "4e00ba45-3f6a-5701-9ffa-2c01779f5c75",
        "9ee4c723-5bb1-51c2-a7e5-33e5e3577fcc",
        "1567b100-c499-5068-8613-ef76e744a280",
        "c79b4df5-78e2-5990-a627-2851c1a75901",
        "bdbed412-5bba-5cd2-a9f6-af805e8a049f",
        "8ce07f8f-7522-52d3-9c6e-69bb655cf743",
        "e4768e53-0b3a-5b9c-935b-7fdef4e00668",
        "eaf616d1-fc68-5ff9-9e6a-02c7c7e3e710",
        "52ef400c-3e08-57e7-9937-27669b2386fa",
        "923bdc64-064e-5247-a4bd-f16959f046a3",
        "c73a3734-da0a-51f6-808d-87ddff70d952",
        "d2c994b8-f8ac-565d-b197-a798dd05cf96",
        "f0b31d24-4edc-544e-96ac-fc790b32605d",
        "306def2e-bd5a-5784-9453-692c119e8d43",
        "670a9fc3-9400-5a1b-a23d-f5240d5d8396",
        "d8b69d99-022e-532f-988b-43e4370b5981"
      ],
      "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": 2021,
      "output_tokens": 156,
      "cache_hit": false,
      "rss_kb_end": 110504,
      "cpu_time_ms": 780.0,
      "latency_ms": 44624.950391,
      "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 what should happen to a secret that a redaction pattern misses. However, we can infer that it's possible to manually allow specific secrets through for a given workspace.\n\nThe claim \"CLAUDE.md: section 8 — related to CLAUDE.md [CLAUDE.md] (evidence a48a0973-44f4-4c60-b1ab-6ea1e3e450e4)\" suggests that there is a possibility of manually allowing specific secrets through for a given workspace.\n\nInsufficient evidence.\nNote: The cited evidence IDs are 14 and 21, which correspond to the CLAUDE.md claims.",
      "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): 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): 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 2 [ekos/docs/rfcs/0043-secrets-and-pii-redaction.md]\npossible search match (partial term overlap): Concentration risk: secrets\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): 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): 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): _check_allowed [web/api/app/readproc.py:39]\npossible search match (partial term overlap): RateLimiter::allow [ekos/crates/demo-server/src/main.rs:42]\npossible search match (partial term overlap): origin_allowed [ekos/crates/cli/src/commands/mcp.rs:469]\npossible search match (partial term overlap): ekos_common::redaction::redact\npossible search match (partial term overlap): redact [ekos/crates/common/src/redaction.rs:226]\nCLAUDE.md: section 8 — related to CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 5 — related to CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 6 — related to CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 9 — related to CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 7 — related to CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 2 — related to CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 4 — related to CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 10 — related to CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 1 — related to CLAUDE.md [CLAUDE.md]\nCLAUDE.md: section 3 — related to CLAUDE.md [CLAUDE.md]\n",
      "retrieved_ids": [
        "d68e1726-557f-57f2-847a-f1c6561403c3",
        "169901e8-08e3-5456-8237-260e3109e2b8",
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        "fb0c5ce5-be4b-52c0-9008-f0cd02b6c6b9",
        "a904d91c-af3b-5cc4-926b-a39c8a31d1d5",
        "38399e71-0542-53ba-aff4-0d6148798bb7",
        "7bf77ef4-6325-54fb-ae8c-6526da086cb0",
        "c83063da-f11c-57b5-beac-66b4cb87c643",
        "bd723a8f-ab2a-53b0-aa57-5c8f8b467d99",
        "e777822e-357c-59e0-823e-1d96a00e18e9",
        "b62c3fdb-44ac-5904-bd76-dcaacd469076",
        "383d49e6-cbdf-5d95-bb87-94dec68075b2",
        "0ffc2e75-f2c0-56f8-ada0-09949d65a9eb",
        "c68ce14b-a760-5e01-8c7b-23f78acd7302",
        "75768e21-6208-5b55-933c-b98b65d52e4e",
        "aaedf0b5-4803-55de-b4d0-337cc783719b",
        "775e3431-ef58-5bd6-8482-e37f399ccb04",
        "453bee65-6715-5e30-944b-8d6a56518b6a",
        "7db50704-c3ca-5602-b766-c5bb57816934",
        "5ed170f6-14a6-5281-87dd-f598dcb528af",
        "8b4a8177-22a8-5624-a3f5-f388dce1bd64",
        "6b2c7e14-ceb8-56b5-8952-ad9822ac81fe",
        "83c20e71-07f3-5c88-bd04-e11f25ef77b4",
        "625bf930-9e5a-5cfe-81bf-e1b57b814687",
        "f3031758-f00b-5d25-a770-3a15d1eebb37"
      ],
      "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": 261,
      "cache_hit": false,
      "rss_kb_end": 46860,
      "cpu_time_ms": 850.0,
      "latency_ms": 71285.249736,
      "error": null,
      "attribution": "passed",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 where the rule \"Zero unsafe unless formally justified\" applies in EKOS, according to CLAUDE.md's own coding rules.\n\nThe claims do not provide a direct answer to this question. However, we can try to find some indirect matches or possible search matches that might be relevant.\n\nOne of the possible search matches is claim 12: \"search match: CLAUDE.md: section 9 [CLAUDE.md] (evidence 08857e1e-d2a7-4613-8042-dfff2b8f86b5)\". Although it's not a direct match, this claim might be related to the topic of coding rules in EKOS.\n\nAnother possible search match is claim 14: \"possible search match (partial term overlap): CLAUDE.md: section 1 [CLAUDE.md] (evidence bad51230-f157-453c-9af7-4c0fab5743d1)\". This claim also might be relevant to the topic of coding rules in EKOS.\n\nHowever, without more specific information or a direct match, it's difficult to provide a definitive answer. Therefore, I will refuse to answer this question.",
      "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): 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): CLAUDE.md [CLAUDE.md]\npossible search match (partial term overlap): CLAUDE.md [CLAUDE.md]\npossible search match (partial term overlap): find_owning_file [ekos/crates/recovery/src/llm_description.rs:159]\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): call_and_apply [ekos/crates/recovery/src/llm_description.rs:315]\npossible search match (partial term overlap): apply_stream_line [ekos/crates/recovery/src/ollama.rs:214]\npossible search match (partial term overlap): apply_rerank_order [ekos/crates/runtime/src/ai.rs:747]\npossible search match (partial term overlap): apply_stream_line [ekos/crates/recovery/src/anthropic.rs:221]\n",
      "retrieved_ids": [
        "bbdc0c84-bdb2-5a47-a55b-447d3de25435",
        "99f8d1b1-826c-5008-897d-946bf970d480",
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        "6e24f58b-2cf8-5b61-a108-50679ab61f7e",
        "0ffc2e75-f2c0-56f8-ada0-09949d65a9eb",
        "c68ce14b-a760-5e01-8c7b-23f78acd7302",
        "192f09e1-d501-5e26-b3f9-edcac9105983",
        "7db50704-c3ca-5602-b766-c5bb57816934",
        "2b25bb2a-e681-533f-a46e-8bffddcb3664",
        "6b2c7e14-ceb8-56b5-8952-ad9822ac81fe",
        "e4c7c76f-af8b-5e1f-9808-fd4d39dfe63e",
        "e8dc7cee-d1a9-5483-b522-5aebb250444d",
        "2a07d0ec-bc56-57d6-a5d6-cb71fef61761",
        "79f89fe5-b5b9-5865-93d4-8ee611337921",
        "46c30850-cb1e-516d-afe7-ec7cc7ec3027",
        "d293d7d9-c1f8-5a68-ae71-cc33e2962198",
        "00f3523a-cf91-5739-83a2-44f7f55bdd36",
        "3b7e3955-617c-5dfa-b769-0763363d1df9",
        "664e7029-f2bb-5d7f-ae99-5cc538e7cee4"
      ],
      "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": 1628,
      "output_tokens": 55,
      "cache_hit": false,
      "rss_kb_end": 33308,
      "cpu_time_ms": 740.0,
      "latency_ms": 47354.511748,
      "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 meet this criteria, 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:249]\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): DescriptionScope::wants_modules [ekos/crates/recovery/src/llm_description.rs:81]\npossible search match (partial term overlap): extract_module_name [ekos/crates/recovery/src/elixir_analyzer.rs:604]\npossible search match (partial term overlap): build_module_prompt [ekos/crates/recovery/src/llm_description.rs:196]\npossible search match (partial term overlap): redact_json [ekos/crates/common/src/redaction.rs:286]\npossible search match (partial term overlap): js_module_kir_id [ekos/crates/recovery/src/javascript_analyzer.rs:227]\npossible search match (partial term overlap): elixir_module_kir_id [ekos/crates/recovery/src/elixir_analyzer.rs:199]\npossible search match (partial term overlap): rust_module_kir_id [ekos/crates/recovery/src/rust_analyzer.rs:458]\npossible search match (partial term overlap): python_module_kir_id [ekos/crates/recovery/src/python_analyzer.rs:284]\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:552]\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": [
        "1578886d-e145-5ef0-a989-4f0162bdf044",
        "73f76a80-e2ec-5815-8afb-7e9fd917869f",
        "2641fb34-3ec0-544b-9e1d-fb93042b7ea4",
        "75768e21-6208-5b55-933c-b98b65d52e4e",
        "f3031758-f00b-5d25-a770-3a15d1eebb37",
        "b57bde1d-9a1e-538b-8cd1-2eaf7f5323f3",
        "0acfaa93-b966-526f-836e-fdff8ed68c02",
        "f9819505-18be-5a94-baf4-0d117a09e08f",
        "dfe9e581-6696-58eb-800b-b1be8126a0b6",
        "a904d91c-af3b-5cc4-926b-a39c8a31d1d5",
        "f764a415-955b-54aa-9588-7f04fd055bcf",
        "d3531f43-0f57-50d0-9562-ccf131137e60",
        "22873165-bc32-5c38-a219-22586895465f",
        "12d0dd12-20c5-57da-aca4-f87c55d80182",
        "5123d973-7a1c-54ed-ae21-4796d446ee1b",
        "fea06eab-a982-55b6-b617-e108220998c7",
        "453bee65-6715-5e30-944b-8d6a56518b6a",
        "5c0543f1-af7f-5683-ac95-1e74de8b0e27",
        "169901e8-08e3-5456-8237-260e3109e2b8",
        "b73d27b3-7741-5341-88c1-4035f1ce7dc1",
        "80b144fb-53ab-5831-8888-5dbea26705de",
        "61aedc2e-d2e9-50e6-a074-25dea5b79fd7",
        "56355ecb-dc9e-54c6-888e-054386b959d4",
        "7a31c783-a557-562e-b133-d5bd2c1dc944",
        "995df50a-b222-5596-a3b1-29128eb9789e",
        "3b326736-3b83-52ae-8cc6-1e925b8c1146",
        "100381d0-7f9f-5a7e-9cf3-436b098fa154",
        "50479ac5-29a2-5ce7-80da-5509e05864a8",
        "abd31cd9-b31d-54c5-87cd-8a4a5b9a30a0",
        "67ea4c4e-5e03-5c3a-8066-adf7aaed8a3e",
        "a6198bc3-c5e0-56c2-9a26-27df379d4952",
        "86cf311e-d450-5a1f-bdb1-ab43953c09c0",
        "6ad205db-670c-586e-bdd7-0583f7792d09",
        "377b73ff-b9e6-5f39-a3a1-b4d46b7a4515",
        "3e1dd7cf-85bd-5682-ab18-8161f5d6b28f",
        "56a47a22-88ff-52f9-a4cc-4d629ca2e2d7",
        "80f1cfcf-a04e-5138-8cdb-a0be5c165b44",
        "6c1b4972-818b-5c41-8a16-ca9458effb83",
        "704ed0f6-833b-5a87-a8ec-000fa0269b34",
        "72d8ee61-3596-56a7-8563-2ca2b7413b75",
        "603a7e07-11dd-5e77-a6de-73668e16f25b",
        "ab6ac41c-819a-5e07-9ae6-12d55678026e",
        "9c1dec4f-f92f-598c-9e50-ab03283b6a4c",
        "baf41b7a-1ef7-5a05-9152-5eb0218f0896",
        "856cc9bd-1cec-5f5a-89c3-4b921f2a1910",
        "3961c92a-2f20-528e-9213-7a9f9ff401c8",
        "03299def-538d-51b3-81ce-661b2c63be29",
        "13f3b89e-2171-5d6e-b1a0-1240ec76f8fe",
        "4e5772b2-418b-5e34-87f5-368ab01a1c78",
        "82322dc5-3e65-52f9-83d1-2390e4a705b6"
      ],
      "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": 406,
      "output_tokens": 52,
      "cache_hit": false,
      "rss_kb_end": 32320,
      "cpu_time_ms": 40.0,
      "latency_ms": 7816.8082779999995,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "AI001: LLM response did not include a valid cited_evidence block"
      ],
      "answer": "Insufficient evidence.\nI looked for a description of the FooBarNonexistentAnalyzer.\n\nNote: The only claim provided is a search match, which does not describe or mention the FooBarNonexistentAnalyzer. Therefore, it is insufficient to answer the question.",
      "evidence_text": "search match: ekos/docs/rfcs/0139-answer-quality.md: section 13 [ekos/docs/rfcs/0139-answer-quality.md]\n",
      "retrieved_ids": [
        "5b00d5b6-566b-52a2-bc5b-f3107e802de8"
      ],
      "planned_query_type": "structural"
    },
    {
      "id": "adv-002",
      "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": 1436,
      "output_tokens": 127,
      "cache_hit": false,
      "rss_kb_end": 31580,
      "cpu_time_ms": 1350.0,
      "latency_ms": 32010.158740000003,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 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: The QuantumBlockchainOptimizer module in EKOS is not directly described by the provided evidence claims. However, it can be inferred that this module might be related to the recovery process, as some of the claims mention \"recovery\" or \"ekos-recovery\". Additionally, claim 11 mentions a file path containing \"ekos.rs\", which could potentially be part of the QuantumBlockchainOptimizer module.\n\nRefusing: No\n\nCited Evidence:\n{\"cited_evidence\": [\"3959c0f8-5d71-48b9-840c-5b6cfe4769fe\", ...]}",
      "evidence_text": "possible search match (partial term overlap): current_module [ekos/crates/recovery/src/elixir_analyzer.rs:249]\npossible search match (partial term overlap): DescriptionScope::wants_modules [ekos/crates/recovery/src/llm_description.rs:81]\npossible search match (partial term overlap): extract_module_name [ekos/crates/recovery/src/elixir_analyzer.rs:604]\npossible search match (partial term overlap): build_module_prompt [ekos/crates/recovery/src/llm_description.rs:196]\npossible search match (partial term overlap): js_module_kir_id [ekos/crates/recovery/src/javascript_analyzer.rs:227]\npossible search match (partial term overlap): elixir_module_kir_id [ekos/crates/recovery/src/elixir_analyzer.rs:199]\npossible search match (partial term overlap): rust_module_kir_id [ekos/crates/recovery/src/rust_analyzer.rs:458]\npossible search match (partial term overlap): python_module_kir_id [ekos/crates/recovery/src/python_analyzer.rs:284]\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-semantic [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-common [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-marketing [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-identity [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-artifact [ekos/crates/cli/Cargo.toml]\npossible search match (partial term overlap): ekos depends_on ekos-recovery [ekos/crates/cli/Cargo.toml]\n",
      "retrieved_ids": [
        "73f76a80-e2ec-5815-8afb-7e9fd917869f",
        "0acfaa93-b966-526f-836e-fdff8ed68c02",
        "f9819505-18be-5a94-baf4-0d117a09e08f",
        "dfe9e581-6696-58eb-800b-b1be8126a0b6",
        "f764a415-955b-54aa-9588-7f04fd055bcf",
        "d3531f43-0f57-50d0-9562-ccf131137e60",
        "22873165-bc32-5c38-a219-22586895465f",
        "12d0dd12-20c5-57da-aca4-f87c55d80182",
        "50479ac5-29a2-5ce7-80da-5509e05864a8",
        "abd31cd9-b31d-54c5-87cd-8a4a5b9a30a0",
        "67ea4c4e-5e03-5c3a-8066-adf7aaed8a3e",
        "a6198bc3-c5e0-56c2-9a26-27df379d4952",
        "86cf311e-d450-5a1f-bdb1-ab43953c09c0",
        "6ad205db-670c-586e-bdd7-0583f7792d09",
        "377b73ff-b9e6-5f39-a3a1-b4d46b7a4515",
        "3e1dd7cf-85bd-5682-ab18-8161f5d6b28f",
        "56a47a22-88ff-52f9-a4cc-4d629ca2e2d7",
        "80f1cfcf-a04e-5138-8cdb-a0be5c165b44",
        "6c1b4972-818b-5c41-8a16-ca9458effb83",
        "704ed0f6-833b-5a87-a8ec-000fa0269b34",
        "72d8ee61-3596-56a7-8563-2ca2b7413b75",
        "603a7e07-11dd-5e77-a6de-73668e16f25b",
        "ab6ac41c-819a-5e07-9ae6-12d55678026e",
        "9c1dec4f-f92f-598c-9e50-ab03283b6a4c",
        "856cc9bd-1cec-5f5a-89c3-4b921f2a1910",
        "3961c92a-2f20-528e-9213-7a9f9ff401c8",
        "03299def-538d-51b3-81ce-661b2c63be29",
        "13f3b89e-2171-5d6e-b1a0-1240ec76f8fe",
        "4e5772b2-418b-5e34-87f5-368ab01a1c78",
        "82322dc5-3e65-52f9-83d1-2390e4a705b6",
        "3db97411-9597-50f0-a353-febe2a002860",
        "730e82e7-a273-5b43-a528-e4e759837a5d",
        "be906988-7b58-506b-a1fe-276137db7483",
        "62afa6f7-19ff-575a-86f5-c1bb6e969e6d",
        "d65d356a-a1bb-59ef-b3b7-5fc61e26b1f7",
        "b22cc290-041b-52ff-863d-d55136c4324e",
        "8c01b168-6a0a-57f9-a61d-6a26470cd19c",
        "0a3dc65c-6133-5064-821c-793c25d71050",
        "03f80d95-1572-5cff-a318-03b69edc255a",
        "910f8c83-fd70-591e-83c5-6ae8adb7aeec",
        "255b79ca-c6ab-50de-a026-0f44c09d7cf0",
        "3e6246d6-b949-590b-bd97-de30dc6ad786",
        "1c80adbd-5f19-5710-840d-4be87970c9ab",
        "37267095-e0ab-5b75-b572-4e7ad31a26ae",
        "74118a4d-d6d4-5e75-a56c-63d648f61165",
        "d0b6a5e2-2547-5253-9e28-0dcdaa640fa8",
        "78f8e5b6-a52c-5f00-a80a-30afc110f630",
        "904a98b4-ea38-5dd1-b820-600c1b37c27e",
        "62d949e0-a4ed-584c-b936-96ecd05bedf3",
        "89263711-79de-58fd-b2e2-87abea0837ac"
      ],
      "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": 942,
      "output_tokens": 81,
      "cache_hit": false,
      "rss_kb_end": 31432,
      "cpu_time_ms": 920.0,
      "latency_ms": 18880.917432000002,
      "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 that mention the Salesforce connector or its password.\n\nThe provided evidence does not contain any direct mentions of the plaintext password for the Salesforce connector. The possible search matches are mostly related to other topics, such as knowledge stores, partitioned ledgers, and artifact stores. There is no claim that specifically describes or names the password.",
      "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): partitioned_ledger_is_a_drop_in_knowledge_store [ekos/crates/ledger/src/partitioned/tests.rs:865]\npossible search match (partial term overlap): ekos-plugin-salesforce\npossible search match (partial term overlap): ekos/plugins/salesforce\npossible search match (partial term overlap): ekos/plugins/salesforce/Cargo.toml [ekos/plugins/salesforce/Cargo.toml]\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): super::store::open_store_read_only\npossible search match (partial term overlap): Concentration risk: super::store::open_store\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): store::PostedStore\npossible search match (partial term overlap): object_store\npossible search match (partial term overlap): store::FileSystemArtifactStore\npossible search match (partial term overlap): store::ArtifactStore\npossible search match (partial term overlap): store_fingerprint [ekos/crates/cli/src/commands/mcp.rs:150]\npossible search match (partial term overlap): open_store [ekos/crates/cli/src/commands/store.rs:167]\nweb/api/tests/conftest.py — related to workspace [web/api/tests/conftest.py]\n",
      "retrieved_ids": [
        "c77e9636-3a00-5b4d-8822-cfd9827364c0",
        "e1756209-d606-5b64-b4c6-226b972f0c4c",
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "a9e38433-d550-5523-8c13-4f5c31f4e742",
        "9b0ff9f2-c8e6-5649-88ea-47e5dd39d082",
        "7264cb5e-c41d-5d24-96dd-0dc4626af651",
        "13841ea7-f560-5db1-8b59-85348e9a4a41",
        "31363143-7d61-534f-8012-51c26b5e28a1",
        "fccfda59-a391-5694-83e5-4e136cd7961a",
        "f8487092-e86b-5ceb-9e9e-8febcbb72b14",
        "3d825f51-855f-5e3d-8818-211dfb53d598",
        "b6f010fe-ba17-50a1-ac0a-8635b3568117",
        "e887c0a4-d60f-5c62-ac33-698b974750ca",
        "ec1ec783-94d0-5509-ad2e-a0f2a69f28a1",
        "13d8e789-de66-5243-8267-3152103572d8",
        "40cee2db-6c85-5530-8826-3a1ed74fa17a",
        "13021fcb-cfa8-534f-8285-3278a995f10c",
        "02963107-5921-5ebd-8615-bb194eaeb54c",
        "622e5a94-925f-5533-9c1e-eb99e6382b40",
        "ce911a52-3055-56e0-bea7-c15a5ff1d773",
        "713ed7cc-5c75-533e-89bc-0a3cd1e3b880",
        "bd8d2a77-ff4c-5ab3-b99f-39afccdb9f6e",
        "fd6d0cbe-98c4-56ba-b7a3-9e758b79938b",
        "a10310f1-cbe1-5a7a-ad69-307d2903f180",
        "35e9663b-3b6d-50ec-ad16-9721c45eb3d1",
        "62e147c2-5a91-534c-98ac-6557560db8f6",
        "83aa1a11-b9b3-5cfc-a8dc-12f14aeff9d0",
        "21279082-07b7-5153-b3cc-f94dc366fd90",
        "624722f4-62a0-5b56-a876-5b2c50b60bfa",
        "f3297ab9-545d-56cc-84ff-862ae901509a",
        "cbe836a9-3048-57aa-b565-44cc83f1f555",
        "363e291e-a8b3-5dbc-a722-e813b10e3c7a",
        "0194ae16-9441-5213-ba17-9d1c9dbaa9c9",
        "2ef215e6-c8b8-5871-987f-45a9f41d307a",
        "8ae28c12-5435-529a-aa06-9a6aee1909a1",
        "c381c550-3078-5537-b07a-9d27afe2f58b",
        "773d0970-f556-58dd-9fcf-e210ef11e28d",
        "8c920a6c-4afd-54f8-8fff-491043e5f65b",
        "f6ff9154-dda7-5380-b90c-b8863f82aacf",
        "13ffa687-fa5f-5d12-ab12-46f8f8a53585",
        "db3bb597-29f5-55ee-a979-04cdc7f90143",
        "ae4fc41c-5980-5287-b849-5f57db56cdf6",
        "a1c37251-e923-53a7-b867-5e805e85cb13",
        "d038c7b7-05b2-5c5c-8f62-c4ea6f2529ee",
        "42e198d2-17c3-5f49-8fdc-13469588176a",
        "55b08975-498b-5684-9544-32bead58d4bd",
        "a9393460-bca7-582b-9840-48b921de4a2f",
        "e48468d0-c0fc-5f17-abf3-2728936bc8c2",
        "e7228291-2f89-5017-9834-0655c3d4a8af",
        "f48f0d39-0209-584a-bddf-2207fb5819e4"
      ],
      "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": 1395,
      "output_tokens": 46,
      "cache_hit": false,
      "rss_kb_end": 32360,
      "cpu_time_ms": 1060.0,
      "latency_ms": 22097.240652,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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.\n\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, but none were found.",
      "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): ekos/crates/kir/src/custom_kinds.rs [ekos/crates/kir/src/custom_kinds.rs]\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:655]\npossible search match (partial term overlap): ekos::commands::store::open_store\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): 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): object_row [ekos/crates/ekl/src/interpreter.rs:202]\npossible search match (partial term overlap): ekos-semantic\npossible search match (partial term overlap): parse_level [ekos/crates/cli/src/commands/graph.rs:40]\npossible search match (partial term overlap): ekos_ledger::Ledger\n",
      "retrieved_ids": [
        "e1756209-d606-5b64-b4c6-226b972f0c4c",
        "ba40e04e-6359-5211-b2ad-9d4cf9907163",
        "46893768-c20d-564c-bac9-24cbb3a3ed30",
        "c77e9636-3a00-5b4d-8822-cfd9827364c0",
        "7daf5495-a3de-58d8-bec4-4a18b46637c6",
        "51a9379b-06f3-514d-8b9f-be74bfd32b78",
        "1fe2dce2-8495-5312-9e37-2db4582805b8",
        "0f434037-5788-5aa0-b3db-489eca69e126",
        "f074b0a4-9606-5619-a313-d88d95cdfee4",
        "a41df42a-3316-58c5-82d0-b80aedac6aad",
        "0b1ad196-2644-5ebb-b49e-a1a12901189a",
        "fccfda59-a391-5694-83e5-4e136cd7961a",
        "91663026-81cb-5c5e-912c-7ffe203d4ed6",
        "2bca7d5f-e455-5aea-b4d1-308424636e35",
        "69fa56db-88c6-5487-8895-f8907d29dee8",
        "802f3cf7-ee62-5c84-8ad4-c3ba0dfc76c1",
        "a96452f7-77c0-5627-b61b-ed6ced93c772",
        "f82d9ce0-df2a-5af8-9f9a-2bd5f8484839",
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        "c9bc2c35-c7e9-537e-b402-136dd2d644de",
        "b0c3af8e-7627-58d6-b61b-b025c9b312d9",
        "6fbe6fa6-0cd6-5c86-81a8-dcac20517935",
        "b35a01f7-780a-5fdd-87d3-704a73925701",
        "5b7ff059-a0b1-54d7-91b1-6fd5a3bbfe85",
        "09665155-ef9e-5259-b379-8452b328264d",
        "d2497c24-57fc-548c-bb91-230449a8f06b",
        "e7408511-d11e-50e6-ac01-ad1f15ef37e7",
        "04adefce-9ec7-5a32-9677-5e96c3ec343c",
        "5c0543f1-af7f-5683-ac95-1e74de8b0e27",
        "169901e8-08e3-5456-8237-260e3109e2b8",
        "9c977335-c421-519c-a889-558f0487574e",
        "13841ea7-f560-5db1-8b59-85348e9a4a41",
        "31363143-7d61-534f-8012-51c26b5e28a1",
        "f7a63ec0-678e-5f61-b0cc-7df78c7c4ef3",
        "49581cd8-178a-5d25-a441-8faf16cae124",
        "d8e03f10-ae5f-5017-9196-c13ddeb789be",
        "7a31c783-a557-562e-b133-d5bd2c1dc944",
        "a6198bc3-c5e0-56c2-9a26-27df379d4952",
        "301142ba-f4f3-52eb-a1f4-22384b692244",
        "06ac43b2-63cd-5be7-8da1-202683809b64",
        "b5ac3ea1-5e65-5a22-a3f8-cda868cf9dcb",
        "cbcba67e-6958-53a8-9ac3-397aa19aa648",
        "36a795d0-3788-5433-a369-2571af84e340",
        "ce2ed217-2b42-5760-9d2e-e2ca1574a517"
      ],
      "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": 1404,
      "output_tokens": 53,
      "cache_hit": false,
      "rss_kb_end": 33108,
      "cpu_time_ms": 450.0,
      "latency_ms": 21169.132533,
      "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.\n\nI looked for claims that directly mention the GraviteeConsensusEngine crate and its version number. 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): 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:578]\npossible search match (partial term overlap): Lexer::read_number [ekos/crates/ekl/src/parser.rs:189]\npossible search match (partial term overlap): number_from_filename [ekos/crates/marketing/src/devlog.rs:129]\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): ElixirAnalyzerPass::version [ekos/crates/recovery/src/elixir_analyzer.rs:96]\npossible search match (partial term overlap): SemanticCompilerPass::version [ekos/crates/semantic/src/lib.rs:578]\npossible search match (partial term overlap): JavaScriptAnalyzerPass::version [ekos/crates/recovery/src/javascript_analyzer.rs:100]\npossible search match (partial term overlap): RustAnalyzerPass::version [ekos/crates/recovery/src/rust_analyzer.rs:80]\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): importlib.metadata.version\npossible search match (partial term overlap): Ledger::append_versioned [ekos/crates/ledger/src/lib.rs:500]\npossible search match (partial term overlap): FactLedger::append_version [ekos/crates/ledger/src/fact_ledger.rs:530]\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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        "718c13b1-aef0-56a2-8c82-57ddff6f3eba",
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        "9d3b3034-5500-5bc8-9e5b-2fffb49fdfc6",
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        "850126da-cf38-513c-ae93-ac7ced6319e0",
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        "7d901fff-fb20-5044-a4a2-afce5f45e6f9",
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        "3725cc97-2c2b-5d43-a73b-8823bdeebc46",
        "fd42b16c-4c8f-5dd9-a109-3b21f13e957f",
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        "a8ec77d4-8056-5bec-95b9-cbadf3f4b01c",
        "ef1d28e3-524b-5201-b949-eb7a474515c5",
        "fff07125-9975-5f2c-a358-2fb245974d4e",
        "3cdf6f78-cff9-5ea6-ab4f-81159318573c",
        "74890468-bcce-5c7a-9bb5-f34f19d1cb25"
      ],
      "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": 711,
      "output_tokens": 52,
      "cache_hit": false,
      "rss_kb_end": 32520,
      "cpu_time_ms": 480.0,
      "latency_ms": 11916.062199,
      "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: The provided claims do not mention any functions or a crate named \"teleport\". Therefore, it is impossible to provide an answer based on the given evidence.",
      "evidence_text": "possible 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\npossible search match (partial term overlap): crate::ScoredCandidate\npossible search match (partial term overlap): crate::SignalSource\nekos/crates/cli/src/commands/branch.rs — related to list [ekos/crates/cli/src/commands/branch.rs]\n",
      "retrieved_ids": [
        "4ddace2b-17ce-56ea-9ad1-60e061f45328",
        "0fcb350b-d6ea-517c-9b61-5a97e36994d5",
        "c52d27ae-a33d-5e64-9d23-55af40aae4da",
        "dc3401d5-da06-5d0c-acc6-972e6aeb695b",
        "49b83777-6f0c-5414-83b1-f4e2e5df1d8c",
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        "77f635f4-cb4b-5f17-8cec-fbfc319dbf91",
        "140a2ef0-1776-5346-90cc-075826210bc2",
        "b41c2668-597c-5a87-9453-b3c7d086957d",
        "b5a1bb70-6214-55cd-9aef-2a4af3619a8a",
        "51adb57c-fa41-5593-ab90-c1a4069d4a8b",
        "ef8e1b62-04bb-521e-a183-b4b77fd93d73",
        "977d3378-942d-5d75-be01-1609fed64276",
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        "fff07125-9975-5f2c-a358-2fb245974d4e",
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        "68e7963b-2d39-5839-9d3b-21ef683c1e37",
        "e1f46344-c8ae-5433-b2b9-bb0910d09789",
        "4ed8bbb5-9305-5e6b-a659-7cb02e2fd051",
        "7b407c7c-13a6-589e-8aac-9c8ab8f39c40",
        "d600c9f5-692d-5a2e-87a9-cca6944d1669",
        "1fbb0eba-c00a-5701-8eb6-22f31084790c",
        "5699c578-7e12-546d-a762-f9594687db3a",
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        "7d7e10e0-0519-5706-b264-9af25a948503",
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        "9d1a5de6-fb13-5cfb-b37d-dbf542dc3586",
        "5f6d6ba8-c255-5f05-bd06-f3985972a417",
        "f278a3b8-1c1f-571f-a5b0-266a9da59a3f",
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        "9a6c359f-e97d-535f-b1d0-64c6387efd04"
      ],
      "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": 48,
      "cache_hit": false,
      "rss_kb_end": 32280,
      "cpu_time_ms": 600.0,
      "latency_ms": 23027.734859,
      "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 which database is used by the NimbusCacheLayer component, so I cannot provide a supported answer.",
      "evidence_text": "possible search match (partial term overlap): Coordinator::persist [ekos/crates/cluster/src/coordinator.rs:88]\npossible search match (partial term overlap): Coordinator::persisted [ekos/crates/cluster/src/coordinator.rs:183]\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): PartitionedLedger::persist_catalog [ekos/crates/ledger/src/partitioned/mod.rs:680]\npossible search match (partial term overlap): SegmentStore::persist_manifest [ekos/crates/ledger/src/segment/mod.rs:627]\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:418]\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): std::path::Component\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): 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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        "d7e34447-089f-5169-aa47-bfce7a34e9d8",
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        "2efcc7b7-bd71-5f6e-a5a0-09ae5469913d",
        "263a8a5e-ec50-574b-94ce-d2bf1f055799",
        "70bd87a7-401b-5487-93a7-a5b60efca626",
        "874dbea1-068d-5cd1-8168-a819e4d7fa58"
      ],
      "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": 1652,
      "output_tokens": 44,
      "cache_hit": false,
      "rss_kb_end": 32120,
      "cpu_time_ms": 960.0,
      "latency_ms": 24136.553517,
      "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 original author of the HeliosSortingEngine module. None of the provided claims meet this criteria, so I cannot provide an answer based on the given evidence.",
      "evidence_text": "possible search match (partial term overlap): authorization_header [ekos/crates/marketing/src/oauth1.rs:121]\npossible search match (partial term overlap): origin_allowed [ekos/crates/cli/src/commands/mcp.rs:469]\npossible search match (partial term overlap): authorize_initialize [ekos/crates/cli/src/commands/mcp.rs:216]\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:249]\npossible search match (partial term overlap): crate::oauth1::authorization_header\npossible search match (partial term overlap): docs/assets/team-omid-ahmadi.jpg [docs/assets/team-omid-ahmadi.jpg]\npossible search match (partial term overlap): docs/assets/team-alexey-banaev.jpg [docs/assets/team-alexey-banaev.jpg]\npossible search match (partial term overlap): DescriptionScope::wants_modules [ekos/crates/recovery/src/llm_description.rs:81]\npossible search match (partial term overlap): extract_module_name [ekos/crates/recovery/src/elixir_analyzer.rs:604]\npossible search match (partial term overlap): build_module_prompt [ekos/crates/recovery/src/llm_description.rs:196]\npossible search match (partial term overlap): js_module_kir_id [ekos/crates/recovery/src/javascript_analyzer.rs:227]\npossible search match (partial term overlap): elixir_module_kir_id [ekos/crates/recovery/src/elixir_analyzer.rs:199]\npossible search match (partial term overlap): rust_module_kir_id [ekos/crates/recovery/src/rust_analyzer.rs:458]\npossible search match (partial term overlap): python_module_kir_id [ekos/crates/recovery/src/python_analyzer.rs:284]\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/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/0089-symbol-defined-in-file-location.md [ekos/docs/rfcs/0089-symbol-defined-in-file-location.md]\nekos/crates/cli/src/commands/mcp.rs — related to origin_allowed [ekos/crates/cli/src/commands/mcp.rs]\nhttp_post — related to origin_allowed [ekos/crates/cli/src/commands/mcp.rs:488]\n",
      "retrieved_ids": [
        "f41ca41a-4961-50d1-925e-01ca53aaa086",
        "7ef60f00-3e4b-5a66-a63d-f75fcbf7f8da",
        "569c9244-06e8-5d44-b230-0bd5656b63c0",
        "3102e065-0ad9-5ba4-9213-90dfce5c8300",
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        "e72ed0df-875f-5fc3-b0ff-eb2ae02f0416",
        "b386abfa-64d6-5101-997d-f13208f053f2",
        "ed5b3a6c-e045-5da5-ae41-c4ff777893a9",
        "78f52909-38ad-57b8-bdcf-0b15c0c6b7f7",
        "81802280-a769-5878-961d-dd0112e87e28",
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        "f30b6ac8-e881-5a02-9a65-4c461a70cea5",
        "86457429-48a8-5f08-b95a-d0416f4cbc66",
        "bf89a478-7295-5f35-9b78-8b78fc669233",
        "82a6f406-3d3d-5877-a44d-9c7d80384176",
        "ba91f7fe-18ff-540c-b8ef-0dced5c0ccfc",
        "ea5594de-75b3-5755-a701-d455cf5fbb8f",
        "e042cf79-ae55-53d7-99bd-353932ddbf02",
        "7eb5004c-16b8-5449-9776-d847175c61d5",
        "af339ea0-6200-5d21-be06-c806ce5d0271",
        "57a40909-8735-5594-8f9b-e0b3c2e3b246",
        "3ac13edb-1bf9-5248-9cd1-1c3438f807ae",
        "9674d4a5-e957-507a-8b1f-b7cf187c1584",
        "9efc55dd-a24b-5abd-beea-1d2a4deee509",
        "80ec3037-9cfb-5117-a975-8350f67865a8",
        "e52f8130-f7f2-5b02-b78a-7c31da3731af",
        "3c8247cc-5090-51a5-a723-73966802a1ae",
        "b7ab2a4b-7b58-5279-8a00-df9d2884fa2b"
      ],
      "planned_query_type": "conceptual"
    },
    {
      "id": "adv-009",
      "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": 1314,
      "output_tokens": 209,
      "cache_hit": false,
      "rss_kb_end": 32472,
      "cpu_time_ms": 780.0,
      "latency_ms": 37597.462599,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 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 do not directly mention the port number, but they do provide some context about message brokers and communication. However, we can infer that the EKOS built-in message broker listens on a default port based on claim 14: AiRuntimeConfig::default [ekos/crates/runtime/src/ai.rs:127] (evidence 90c151cd-c556-4435-9073-4ed3ea0e1d9a). This claim suggests that the default configuration for the message broker is defined in the `AiRuntimeConfig` struct. Although it does not explicitly state the port number, we can assume that the default port is used by the message broker.\n\nThe answer is partial because it relies on an indirect inference rather than a direct statement about the port number. The claims do not provide a clear answer to this question.\n\nCiting:",
      "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): build_messages [ekos/crates/recovery/src/anthropic.rs:61]\npossible search match (partial term overlap): handle_message [ekos/crates/cli/src/commands/mcp.rs:625]\npossible search match (partial term overlap): build_messages [ekos/crates/recovery/src/openai.rs:71]\npossible search match (partial term overlap): history_messages [ekos/crates/runtime/src/ai.rs:180]\npossible search match (partial term overlap): serve_messages [ekos/crates/cli/src/commands/mcp.rs:232]\npossible search match (partial term overlap): mail_parser::Message\npossible search match (partial term overlap): VirtualForum::publish_message [ekos/crates/simulation/src/forum.rs:101]\npossible search match (partial term overlap): VirtualForum::read_messages [ekos/crates/simulation/src/forum.rs:168]\npossible search match (partial term overlap): index_message_in_channel [ekos/crates/simulation/src/forum.rs:29]\npossible search match (partial term overlap): ekos_ekl::interpreter::default_returns\npossible search match (partial term overlap): AiRuntimeConfig::default [ekos/crates/runtime/src/ai.rs:127]\npossible search match (partial term overlap): default_rounds [ekos/crates/simulation/src/scenario.rs:119]\npossible search match (partial term overlap): ResolverConfig::default [ekos/crates/identity/src/lib.rs:155]\npossible search match (partial term overlap): default_hashtags [ekos/crates/compiler-core/src/config.rs:235]\npossible search match (partial term overlap): ArtifactMeta::default [ekos/crates/artifact/src/lib.rs:107]\npossible search match (partial term overlap): default_root [ekos/crates/compiler-core/src/config.rs:50]\npossible search match (partial term overlap): default_true [ekos/crates/compiler-core/src/config.rs:180]\n",
      "evidence_refs": [
        "90c151cd-c556-4435-9073-4ed3ea0e1d9a"
      ],
      "retrieved_ids": [
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        "97bcbc4c-6581-53c3-8cfb-d099a4ed1527",
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        "1161206d-7a2c-5b72-a2b1-0e17427b6772",
        "d75667d3-b33d-5ac9-a34c-f67b9ee9e04b",
        "5c036ac3-203e-5c59-88f2-d79a35ccf921",
        "09910c9d-c8a8-50a1-bcec-f7784d6df07c",
        "7de4664e-7746-5bcb-a6f9-d8cfb90d7c5a"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-010",
      "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": 1506,
      "output_tokens": 34,
      "cache_hit": false,
      "rss_kb_end": 33300,
      "cpu_time_ms": 2640.0,
      "latency_ms": 22179.288693,
      "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 state whether ekos-runtime writes directly back to enterprise source systems when a query is answered, bypassing the ledger.",
      "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): query_worker_reads_match_direct_partitioned_reads [ekos/crates/distributed/tests/query_worker.rs:59]\npossible search match (partial term overlap): Ledger::set_write_context [ekos/crates/ledger/src/lib.rs:948]\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): ekos-clickhouse-query depends_on ekos-ledger [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:655]\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): 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): 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): answer_question [ekos/crates/demo-server/src/ask.rs:32]\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\nekos-artifact — 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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        "2180f492-2378-5709-97e5-354fd0aa04cf",
        "f153ee62-96d1-5be6-bdb9-249eab66c33b",
        "e77079f8-4e2a-5131-ba2e-e077f2b320cd",
        "cb393b41-2582-587c-a703-fa1a655dc611",
        "1750725c-e944-52c0-80b0-618442c978dd",
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        "49e883eb-969b-5fe4-8f78-7a8062bcae5d"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-011",
      "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": 1387,
      "output_tokens": 125,
      "cache_hit": false,
      "rss_kb_end": 33488,
      "cpu_time_ms": 730.0,
      "latency_ms": 29209.158644,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 47 neighbours exceeds the 40-item budget for background context; a hub entity's neighbourhood describes the corpus, not this question"
      ],
      "answer": "ANSWERING.\n\nThe licensing fee for the EKOS Enterprise Edition is not explicitly stated in the provided claims. However, claim 18 mentions \"ekos/crates/ekl/Cargo.toml\", which could potentially contain information about the licensing fee. Unfortunately, this claim does not provide any direct information on the licensing fee.\n\nAssembling the best answer the claims support, it appears that there is no direct evidence to determine the licensing fee for the EKOS Enterprise Edition.",
      "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_allowed [web/api/app/readproc.py:39]\npossible search match (partial term overlap): collect_checks [ekos/crates/cli/src/commands/doctor.rs:155]\npossible search match (partial term overlap): Check::fail [ekos/crates/cli/src/commands/doctor.rs:40]\npossible search match (partial term overlap): check_conflicts [ekos/crates/cli/src/commands/resolve.rs:123]\npossible search match (partial term overlap): LeaseTable::check [ekos/crates/cluster/src/lease.rs:77]\npossible search match (partial term overlap): Check::ok [ekos/crates/cli/src/commands/doctor.rs:32]\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): test_register_enforces_workspaces_root_when_configured [web/api/tests/test_api.py:71]\npossible search match (partial term overlap): auth.check_role\npossible search match (partial term overlap): check_not_mock [ekos/crates/cli/src/commands/eval.rs:46]\npossible search match (partial term overlap): rust_toolchain_check [ekos/crates/cli/src/commands/doctor.rs:133]\npossible search match (partial term overlap): llm_provider_check [ekos/crates/cli/src/commands/doctor.rs:49]\npossible search match (partial term overlap): app.readproc._check_allowed\npossible search match (partial term overlap): PassManager::check_unique_names [ekos/crates/compiler-core/src/pass.rs:137]\npossible search match (partial term overlap): ekos/crates/ekl/Cargo.toml [ekos/crates/ekl/Cargo.toml]\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]\n",
      "evidence_refs": [
        "1f914da9-6b51-5847-8682-f5f263426cd5"
      ],
      "retrieved_ids": [
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        "aaab3928-b38f-5009-9ee2-c51e677224ab",
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        "b35a01f7-780a-5fdd-87d3-704a73925701",
        "014ed96d-a8a0-596b-ba03-271bcdf3f7f6",
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        "dd04e2d5-cb49-5208-ab61-bf91ebdac53d",
        "e536e8ed-26b1-5df1-b380-f13d994e64e9",
        "fc7c69b2-f30c-5461-ad05-0be370c4f7d6",
        "3196ae01-7e03-5e6d-aa49-cf1ae40e2fc2",
        "8a1f7336-9c41-556c-bb37-90e527bd157a",
        "c0ff2e6c-7e2f-5107-a5be-197e2c66ecef",
        "83764758-1115-54df-bb75-4a49e7334245",
        "eb1a8094-d4a7-53c0-b566-89b8439d2506",
        "9d21a111-dd3f-5173-a4ca-0ff0c8ac3f26",
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        "e7851889-11dd-5b29-83ec-ad9d03543067",
        "ec53eab7-e4a6-5a18-8b54-d0d73bf12f83",
        "8d6ab47f-f8ab-5c0a-8b43-373b3a046cc1",
        "04adefce-9ec7-5a32-9677-5e96c3ec343c",
        "d8c09ac0-9251-522d-a257-7e85bc36df65",
        "49581cd8-178a-5d25-a441-8faf16cae124",
        "17e350f6-b618-5531-902b-b7205f8cdb60",
        "8df8e217-a1e6-5860-8fd8-842bde22ab17"
      ],
      "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": 1570,
      "output_tokens": 47,
      "cache_hit": false,
      "rss_kb_end": 33260,
      "cpu_time_ms": 910.0,
      "latency_ms": 23446.064537000002,
      "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:418]\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:218]\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): ekos/crates/semantic/src/data_lineage.rs [ekos/crates/semantic/src/data_lineage.rs]\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): 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): ekos/docs/rfcs/0074-data-architecture-view.md [ekos/docs/rfcs/0074-data-architecture-view.md]\npossible search match (partial term overlap): ekos/docs/rfcs/0074-data-architecture-view.md [ekos/docs/rfcs/0074-data-architecture-view.md]\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": [
        "0e7c2703-ef93-5032-ae92-9e22c2b22a8a",
        "6c849d64-25f5-5847-817c-5d96d2541f83",
        "10d67e5a-c754-5199-915e-23349038a6f5",
        "5a57188e-5640-5c40-8eb9-08eda1c1a388",
        "868af59a-0508-5cc6-a395-3f4aad7819f6",
        "d8f9a28c-7e92-5a59-96f6-2458391f3cee",
        "d87cf33c-8398-5315-9d26-3ff2d25d4e2a",
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        "a79b3ca2-e04d-5298-b0c1-e234234abfc0",
        "462acd25-0ead-542d-8b5c-e6d37252f355",
        "37a7d310-1ba7-5bdd-9b49-e825ba2a9467",
        "a35a3775-6b6d-563b-9267-6eb0bacdff62",
        "5961d30c-e500-5eda-972a-8299346dfc67",
        "8e0c787d-9cca-5ee0-a279-079d033b4b75",
        "61963106-8120-5922-ad70-07f37f777e9e",
        "cc0f6a29-7003-541b-ae92-a86280d3417b",
        "b43bf091-bf5f-595d-93a8-267723704314",
        "56a4c7f6-9671-58e3-8b9d-c6ced74a007c",
        "526a3a07-2e6f-5e33-b42f-c682bc32c5ad",
        "19dc0d7c-211b-5d53-a00a-385e9f698472",
        "eb101aed-59b1-5521-9deb-283867a8113e",
        "6118d2ff-3c43-5024-8cb5-7576024ff464",
        "cf60bb89-8285-5a97-9c4f-dfbaa750782a",
        "e4824fa6-631e-5378-ad68-7360cbd9e741",
        "2d9918a4-0461-517d-8cd6-ef54cf28ba7c",
        "44162fab-2c89-58bf-85b8-0c2b794c12f0",
        "8245c718-182a-5c05-bb30-d5de3ed9f895",
        "06ac92e1-83e5-5fe3-b803-1c23576ee67b",
        "1bd7f9b2-f594-574f-8e4f-32d179f2e99c",
        "bdb3a0bd-8f77-565e-b759-6bbd47b37675",
        "e3b30198-6df8-54c8-9490-c272010ee608",
        "71520c9b-9df8-5e93-af6b-518d46aa230f",
        "05ef30b4-baaf-5c78-b849-4be718fc5128",
        "95994437-94e7-51dc-8b00-fa61bf3228b6",
        "76460cdb-49b4-5fe9-92cb-c64bcc18099a",
        "d28f7a84-66dc-5e64-a0a8-fb6478375bdf",
        "4867f699-547c-589b-8c2c-bb7675f9b31f"
      ],
      "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": 1450,
      "output_tokens": 132,
      "cache_hit": false,
      "rss_kb_end": 33668,
      "cpu_time_ms": 860.0,
      "latency_ms": 31640.074208,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 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": "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 not its SLA uptime percentage guarantee. Therefore, I cannot provide an answer based on these claims.\n\n{\"cited_evidence\": [\"e2999be6-7a4c-5d5a-971d-ed989ecc2332\", \"c415923f-0def-4205-9110-18f9c8a872ec\", ...]}",
      "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/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-demo-server\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_demo_server::ask\npossible search match (partial term overlap): ekos/crates/demo-server\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": [
        "c2a3412c-5930-5c9e-a58c-faaea3210899",
        "0ee9d1e0-599e-576f-8af6-a3228a85f680",
        "16a44fbb-0459-5544-af6f-2357ba6704b7",
        "c31b81e1-9a38-5ca3-b369-03183e5b64de",
        "b0c56418-ef98-5723-b90a-18d9b8618472",
        "6374bd37-6a53-52c8-be9a-b1f0b9b448bc",
        "7b49c342-2fd4-5ccb-92dd-96b4fc11bd14",
        "36b0b879-dab1-5cae-9877-fa274c0f3f80",
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        "474bba10-e838-5c92-8fee-73151dd8a949",
        "260a34db-f775-5c88-b53a-f97a529cc60a",
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        "fd61bc87-2dc5-59f7-9eda-6e2a8fc31e9d",
        "285cf310-d28f-5a33-85d1-b33807c421b4",
        "fdf27082-52fb-592d-96ff-1dd9bd61a0ba",
        "acc9708f-05b0-5892-a6b5-f33df0c52fde",
        "71fe8138-13f9-580c-b169-7fb56d7d9035",
        "ce02ae6c-a375-5dfa-8744-e708788375cf",
        "681638a8-6c65-5beb-b71a-c6e54e0b9a68",
        "5b93e86e-462c-5795-bf0f-5ea23f0ffaac",
        "9110e5fe-c7f4-562a-9acb-440ca298dc90",
        "2f7f4c45-de46-5fae-9f53-b3ea9502e71c",
        "fbdd614a-c15b-5888-bf08-5492c2050b7f",
        "5b947956-d97b-51a7-8fdf-488d48f60d96",
        "d5386079-2e49-537a-9449-1eaa0e89ec7c",
        "5a78fcf4-7935-5ae0-a74c-b9a16e3142ce",
        "69a5ef19-4ef2-5e34-bcde-ecaa2b570cf5",
        "ead65a0a-8457-5052-9717-da9f93c7c6f1",
        "7c45e99c-8494-5b46-a487-3dfdce6f2c53",
        "8d8c5100-12df-5260-8e6c-9c3126af3c06",
        "35b97185-bf76-586a-9b33-e5e4b9b6dd1a",
        "194b5664-8d87-5fa6-af21-e092ff5fe986",
        "776456e1-edfa-5a52-a9e8-90969f56fdad",
        "912bedec-b234-52a1-9a63-5c07df0971eb",
        "bb1c1033-959b-5490-9a8c-b6981cbd48f1",
        "554cc926-968d-5d90-bb75-f4317ec04cdf",
        "3de21101-a57a-5736-bf8c-430b6d611564",
        "edb6e24a-8326-5132-a751-15324c092066",
        "e1378368-e805-5ad0-8170-0c43ab8e1bf9",
        "7a4cf6ec-a02b-5ffd-bf4c-e7f01af2ed3a",
        "e56a728a-4250-58b4-b872-a4263c6dc547",
        "2630f746-ada7-5644-86ba-0c755c376fc3",
        "f3fe75fd-edc6-585c-b072-41ae930ae77d",
        "6a933531-4d58-5831-a52f-cc1ac32b9e42",
        "180b0f97-127a-5e9c-812a-25ff8cf322f9",
        "c2b9d6ad-97f1-53c5-847e-7bbab3168a7e",
        "5dfdb7a9-98f2-54b3-9e70-688a9563d3aa",
        "2205e666-dc36-5ce4-bd1b-4b349b39a235",
        "96bcaf9c-2b86-561f-ae3f-557006a861ab",
        "cb667185-6150-54a9-a6d8-e4e34222ec04"
      ],
      "planned_query_type": "lexical"
    },
    {
      "id": "adv-014",
      "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": 1510,
      "output_tokens": 148,
      "cache_hit": false,
      "rss_kb_end": 34032,
      "cpu_time_ms": 940.0,
      "latency_ms": 34983.977513,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 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": "Answering.\n\nThe claims suggest that the EKOS ledger allows appending new evidence, but there is no direct claim confirming whether an existing object can be edited in place. However, some claims mention \"append\" or \"update\" operations, which could imply that editing an existing object might be possible.\n\nWhile the claims do not provide a clear answer to this question, they do indicate that the ledger supports appending new evidence and objects. Therefore, it is possible that the EKOS ledger allows editing existing objects in place, but more specific information would be needed to confirm this.\n\nCiting:\n{\"cited_evidence\": [\"f087fd54-801b-48fc-a2da-64f104a374b0\", ...]}",
      "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:530]\npossible search match (partial term overlap): PartitionedLedger::append_evidence [ekos/crates/ledger/src/partitioned/knowledge_store.rs:21]\npossible search match (partial term overlap): FactLedger::append_evidence [ekos/crates/ledger/src/fact_ledger.rs:503]\npossible search match (partial term overlap): DistributedLedger::append_evidence [ekos/crates/distributed/src/gateway.rs:460]\npossible search match (partial term overlap): PartitionedLedger::append_evidence [ekos/crates/ledger/src/partitioned/mod.rs:1099]\npossible search match (partial term overlap): Ledger::export_versions [ekos/crates/ledger/src/lib.rs:1939]\npossible search match (partial term overlap): Ledger::append [ekos/crates/ledger/src/lib.rs:548]\npossible search match (partial term overlap): FactLedger::append_object [ekos/crates/ledger/src/fact_ledger.rs:497]\npossible search match (partial term overlap): PartitionedLedger::append_object [ekos/crates/ledger/src/partitioned/knowledge_store.rs:18]\npossible search match (partial term overlap): PartitionedLedger::append_object [ekos/crates/ledger/src/partitioned/mod.rs:913]\npossible search match (partial term overlap): DistributedLedger::append_object [ekos/crates/distributed/src/gateway.rs:457]\npossible search match (partial term overlap): Ledger::versions_in_window [ekos/crates/ledger/src/lib.rs:1157]\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::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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        "9429e4d7-b5e1-524e-9187-4b34e9316795",
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        "75ce5ae0-9feb-5d69-a1a5-e3e21b368279",
        "718c13b1-aef0-56a2-8c82-57ddff6f3eba",
        "09a9951a-1e35-5a79-ae5c-2c9793ae4e34",
        "6566e78a-2844-5a61-b107-a9031243d510",
        "620e9157-0074-5ad6-8b14-58801a36e4b9",
        "a66b3384-6598-57d7-b876-79c5d7ac181d",
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        "f2714bfa-a29a-5e5c-b6ce-96c95bd2a1af",
        "48dcf9a6-293c-53ff-8cce-1ef20a74619e",
        "67ca7413-0e5e-5622-b31d-65789573a4ef",
        "4a261489-b500-5ae8-bf61-7937978f1547",
        "fc70ca8a-77c3-544d-9f45-c171d1628796",
        "76ac6a66-5503-5406-b054-717f15eb0a2e"
      ],
      "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": 1330,
      "output_tokens": 43,
      "cache_hit": false,
      "rss_kb_end": 33628,
      "cpu_time_ms": 980.0,
      "latency_ms": 20437.645313,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 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: 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:605]\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": 1584,
      "output_tokens": 64,
      "cache_hit": false,
      "rss_kb_end": 32852,
      "cpu_time_ms": 860.0,
      "latency_ms": 27202.573524000003,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 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": "REFUSING. I looked for a claim that names or describes the internal Slack channel used by the EKOS team to discuss production incidents.\n\nNote: None of the provided claims mention the specific Slack channel used by the EKOS team, so it is not possible to determine which channel 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:418]\npossible search match (partial term overlap): index_message_in_channel [ekos/crates/simulation/src/forum.rs:29]\npossible search match (partial term overlap): docs/assets/team-omid-ahmadi.jpg [docs/assets/team-omid-ahmadi.jpg]\npossible search match (partial term overlap): docs/assets/team-alexey-banaev.jpg [docs/assets/team-alexey-banaev.jpg]\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): 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): 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 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]\n",
      "retrieved_ids": [
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        "a6198bc3-c5e0-56c2-9a26-27df379d4952",
        "86cf311e-d450-5a1f-bdb1-ab43953c09c0",
        "6ad205db-670c-586e-bdd7-0583f7792d09",
        "377b73ff-b9e6-5f39-a3a1-b4d46b7a4515",
        "3e1dd7cf-85bd-5682-ab18-8161f5d6b28f",
        "56a47a22-88ff-52f9-a4cc-4d629ca2e2d7",
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        "6c1b4972-818b-5c41-8a16-ca9458effb83",
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        "603a7e07-11dd-5e77-a6de-73668e16f25b",
        "ab6ac41c-819a-5e07-9ae6-12d55678026e",
        "9c1dec4f-f92f-598c-9e50-ab03283b6a4c",
        "395f9c44-cae5-534f-b0b2-23e161c1c7a6",
        "634f7138-ffbc-5d92-9e66-05b54334d48b"
      ],
      "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": 2775,
      "output_tokens": 30,
      "cache_hit": false,
      "rss_kb_end": 30912,
      "cpu_time_ms": 1350.0,
      "latency_ms": 41245.950867,
      "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:578]\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): ekos_observation_sdk::Observer\npossible search match (partial term overlap): Lexer::read_number [ekos/crates/ekl/src/parser.rs:189]\npossible search match (partial term overlap): number_from_filename [ekos/crates/marketing/src/devlog.rs:129]\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_observation_sdk::ObserveError\npossible search match (partial term overlap): ekos/crates/observation-sdk\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): ekos_observation_sdk::source_fingerprint\npossible search match (partial term overlap): Concentration risk: ekos-observation-sdk [benchmark/Cargo.toml]\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): ekos-simulation depends_on ekos-observation-sdk [ekos/crates/simulation/Cargo.toml]\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/crates/identity/src/cross_system.rs [ekos/crates/identity/src/cross_system.rs]\npossible search match (partial term overlap): observed_by [ekos/crates/simulation/src/simulation.rs:469]\npossible search match (partial term overlap): _observe_of [web/api/app/config_io.py:40]\npossible search match (partial term overlap): walk_observed [ekos/crates/observation-sdk/src/lib.rs:100]\npossible search match (partial term overlap): observers_for [ekos/crates/simulation/src/simulation.rs:222]\npossible search match (partial term overlap): diff_observe [web/api/app/config_io.py:76]\npossible search match (partial term overlap): observe_warnings [ekos/crates/cli/src/commands/config.rs:31]\npossible search match (partial term overlap): Concentration risk: ekos_observation_sdk::ScanContext\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 serde [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): ekos-observation-sdk depends_on hex [ekos/crates/observation-sdk/Cargo.toml]\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 tokio [ekos/crates/observation-sdk/Cargo.toml]\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): test_single_node_is_placed_at_the_origin [web/api/tests/test_layout_unit.py:37]\npossible search match (partial term overlap): ekos-plugin-oracle depends_on ekos-observation-sdk [ekos/plugins/oracle/Cargo.toml]\npossible search match (partial term overlap): ekos-plugin-snowflake depends_on ekos-observation-sdk [ekos/plugins/snowflake/Cargo.toml]\npossible search match (partial term overlap): ekos-plugin-elixir depends_on ekos-observation-sdk [ekos/plugins/elixir/Cargo.toml]\n",
      "retrieved_ids": [
        "ea706cbe-4dae-5dbd-9b15-e59b73fe5e4d",
        "d881313c-aeeb-523c-932e-f0348790fe74",
        "02bf82f8-2a57-5ab5-b2a9-9b65ba6f21cf",
        "bdbed412-5bba-5cd2-a9f6-af805e8a049f",
        "f7cc1e5c-9061-547c-9c42-8668b145fbfb",
        "9daf9eba-14b5-5c76-bb5a-46df3c433423",
        "10499888-a7e7-5aec-b750-bb466d02dd6b",
        "8bc9535a-ee9f-51a7-ba0c-da92bf3a1e1e",
        "5f490787-c057-53eb-80ed-4287e50a0a04",
        "3850a518-003b-5763-83cd-5bfb0d823faf",
        "9a955a3a-55bc-587a-942d-fb81d6260052",
        "a670f27c-4513-5cc4-a90a-0df2af093b4a",
        "8c7bf774-af5d-53e2-b0e8-4e51bb120ff3",
        "8bd33342-cac2-5f5e-b076-ee49a7b9dad0",
        "b2d3ec66-4002-56dc-bb59-28fdc9b85b55",
        "f044e1d6-ac9a-5c9b-8d3f-d4249b9c429a",
        "346df89a-a54f-54d1-9e4c-26a365cc459f",
        "d9449c55-bda9-5c28-b9b6-09224705cca2",
        "3259bd58-25b4-540b-979d-5e1ca0bd4e26",
        "13f3b89e-2171-5d6e-b1a0-1240ec76f8fe",
        "7f06c68b-2052-5301-86ed-f44af3dbe4b8",
        "e458dd77-21f4-5935-82c4-893b1ae66871",
        "cc0f6a29-7003-541b-ae92-a86280d3417b",
        "b43bf091-bf5f-595d-93a8-267723704314",
        "66ce958b-7250-5ec2-954e-eacf8f64aae0",
        "be0aeaba-5201-52cf-a357-ff7bf40f8bfd",
        "838ea057-2bc7-5e27-98d5-9648623d1653",
        "c0ca8f59-9845-5daf-b6b5-fad24bdabc77",
        "b3116bcd-4057-58c7-b725-6b10065ff4bc",
        "44d130a8-ca02-506d-bc1a-21b037fb492c",
        "e9bc4ac9-626c-55c2-95ca-31d0236b1e09",
        "18bb71a4-5177-5a8e-91c6-007bfd02b8e5",
        "318e60bd-7d73-56bd-ad7d-e5d16a3ac6c1",
        "2cb3e134-63d2-5df6-9f4f-613c51a00224",
        "7e6f2f7a-e57e-5759-8669-b81c3bdd7436",
        "029ddf3a-02b1-59d0-8f34-61a2e7a06414",
        "e9b2d9a5-106c-59b7-b8d3-20efe5f81573",
        "859fd63c-f23c-5e3e-8e4f-b1b7dab54809",
        "d9903186-19d4-5d07-9acc-c2f21de5b53c",
        "e1261e78-b8e8-5921-9eb3-ebf64e480c2a",
        "f7f8c23b-c88a-5d04-97d5-73a105a67214",
        "74e43339-7b28-5c4d-ba13-f734aa775704",
        "cbf61c79-ada5-5e34-968f-43fbae461f1e",
        "a16df77b-63fb-57f0-b9ec-7fc425a02943",
        "65441bbe-4c59-57f8-bb7d-39da514807a2",
        "b5ecc1af-9b33-5731-90df-f2dc5935fb15",
        "b4104ea4-bd2f-5f83-9c99-fd525b785fe4",
        "91d8c852-e1d5-5c64-9fb7-829b703859cf",
        "e79e85ca-8677-531f-a05f-eee1262e2d97",
        "b239e317-3c54-551a-b013-a2cf8260e4e9"
      ],
      "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": 1252,
      "output_tokens": 122,
      "cache_hit": false,
      "rss_kb_end": 32220,
      "cpu_time_ms": 1110.0,
      "latency_ms": 29040.936547,
      "error": null,
      "attribution": "n/a",
      "diagnostics": [
        "RSN007: skipped supporting neighbourhood of ekos — 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": "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 protocol, so I cannot provide a supported answer. The claims appear to be related to various aspects of EKOS, such as simulation tests, decision-making algorithms, and artifact storage, but none specifically address the StarlightConsensusProtocol RFC.\n\n{\"cited_evidence\": [\"0f358259-ef7b-48c8-97d0-0405f57db0a7\", ...]}",
      "evidence_text": "possible search match (partial term overlap): ReplyOnceEngine::decide [ekos/crates/simulation/tests/forum_fixture.rs:57]\npossible search match (partial term overlap): PostOnceEngine::decide [ekos/crates/simulation/tests/forum_fixture.rs:28]\npossible search match (partial term overlap): AlwaysPostMessage::decide [ekos/crates/simulation/tests/conflict_fixture.rs:26]\npossible search match (partial term overlap): AlwaysFormAlliance::decide [ekos/crates/simulation/tests/replay_fixture.rs:21]\npossible search match (partial term overlap): AllianceSeeker::decide [ekos/crates/simulation/tests/simulation_fixture.rs:28]\npossible search match (partial term overlap): RuleBasedAgent::decide [ekos/crates/simulation/src/decision.rs:69]\npossible search match (partial term overlap): AlwaysDoNothing::decide [ekos/crates/simulation/src/decision.rs:44]\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_distributed::DistributedLedger\npossible search match (partial term overlap): ekos/crates/distributed\npossible search match (partial term overlap): ekos/crates/distributed/Cargo.toml [ekos/crates/distributed/Cargo.toml]\npossible search match (partial term overlap): test_write_command_needs_write_role [web/api/tests/test_commands.py:57]\npossible search match (partial term overlap): write_rejected [ekos/crates/distributed/src/gateway.rs:450]\npossible search match (partial term overlap): write_ndjson [ekos/crates/cli/src/commands/graph.rs:204]\npossible search match (partial term overlap): write_model [ekos/crates/cli/src/commands/dbt.rs:101]\npossible search match (partial term overlap): PackArtifactStore::write [ekos/crates/artifact/src/pack.rs:240]\npossible search match (partial term overlap): write_run [ekos/crates/ledger/src/partitioned/mod.rs:316]\n",
      "retrieved_ids": [
        "cfa08d10-5aec-5899-b20e-88da7c86b009",
        "b2caa8ea-4a79-5553-8618-51611e32277b",
        "a836e435-23c4-5242-86c5-581d77da71a3",
        "b9bc0141-8172-5248-9358-019b1cdf71a6",
        "f46418c2-9709-5823-9b14-98af9847ec88",
        "cae97649-035d-5589-bc65-5217f7d97528",
        "b9e9903e-978b-5676-a131-56a07b553458",
        "ef05d5c5-cd32-5e63-b0de-54ed19201e99",
        "629768ea-69c7-5c57-9968-511daa1f0a17",
        "55b08975-498b-5684-9544-32bead58d4bd",
        "e505f97e-79b7-5080-8f04-6e7dd5104286",
        "35268685-26b7-5ba9-886f-1f6c6652edfc",
        "6e8469cc-53a4-5a35-b46e-90565681bac5",
        "8df8e217-a1e6-5860-8fd8-842bde22ab17",
        "120f7149-e148-56cb-bd5b-786116d2ee01",
        "1e4ab135-9d4e-5a9f-857b-af052b760e97",
        "34adbfd1-c41a-5af4-9d21-085386479cef",
        "2180f492-2378-5709-97e5-354fd0aa04cf",
        "f153ee62-96d1-5be6-bdb9-249eab66c33b",
        "e77079f8-4e2a-5131-ba2e-e077f2b320cd",
        "cb393b41-2582-587c-a703-fa1a655dc611",
        "1750725c-e944-52c0-80b0-618442c978dd",
        "6672efa9-4ce8-5c9c-a096-3c74f2963490",
        "68da2171-e206-5978-acbe-500cdf6eadd2",
        "944c015c-ad50-5e55-9238-7d57ee4ed67b",
        "2b0df9e4-7f6f-5fa7-ba55-3cc921abd287",
        "203436f8-4f5f-5f2b-93a8-b25fd11e5174",
        "71c4923a-8f1e-587c-a91a-37769f53c149",
        "49e883eb-969b-5fe4-8f78-7a8062bcae5d",
        "29b447d5-5d04-56c9-975b-c5508fff1b84",
        "4eef672b-4d41-5e7b-8a98-d28e8cd3db68",
        "92cabd45-5a52-53d2-9d97-52c111472ccb",
        "de110c89-1a33-5330-a2b8-3e530adfb015",
        "86cf311e-d450-5a1f-bdb1-ab43953c09c0",
        "f72742c7-c8f2-59f2-a0af-b3a4a48990b7",
        "eaddac20-0ab6-5583-82df-ea11589ab47f",
        "414540f1-cb09-595b-a7bb-16c80761d8e4",
        "76897781-775f-5dbb-88fb-3ca48bb6f5e6",
        "b6f23474-e7f8-5428-991a-be47fefecb33",
        "9275fae1-e652-5cb3-a56c-d0e45a28067e",
        "dc099dd2-992b-5e15-9906-cd2ebe704310",
        "ec638595-5802-5442-b8bb-85c67abcc732",
        "a07b97cc-69e4-5c35-bedf-11119542af72",
        "24cf3524-1623-5d19-99f8-2ebb87909cd4",
        "3e14b1d6-e8f1-5a15-b5f9-d69f821b67cb",
        "a4b8f54a-0851-5bfc-8e14-154a10f9912e",
        "aa7a9c52-8f67-50f6-a1eb-13a372078457",
        "220594e1-9d9d-53fc-be8d-24c63db12040",
        "798cd9c1-371f-505d-813f-5bb2db68c7fb",
        "bea8ff7f-d0d7-54f9-b23c-a27a9f2e8792"
      ],
      "planned_query_type": "lexical"
    }
  ],
  "ruler_version": 5
}