{ "schemaVersion": 1, "startedAt": "2026-10-14T05:55:29.091Z", "finishedAt": "2026-10-14T05:57:10.712Z", "model": "qwen3.5:latest", "provider": "Ollama", "actualLocalExecution": true, "limits": { "promptCharacters": 1200, "contextTokens": 4096, "outputTokens": 700, "modelCalls": 4, "toolCalls": 4, "timeoutMs": 120000, "toolReceiptCharacters": 2100 }, "implementationSha256": "28cdef6fdca62faab08d34634e9197efd92381292840dcc54340b39c806f0d86", "plannedCaseCount": 8, "selectedCaseIds": [ "cooler", "valve", "unknown-cycle", "no-evidence" ], "completedCaseCount": 4, "rubricLimits": [ "Automated checks inspect execution receipts, tool allowlist, citation identifiers and obvious action claims. They do not establish semantic truth, complete citation coverage or operational safety.", "Eight authored prompts are a small smoke set, not representative field accuracy, robustness certification or commercial validation.", "No private client telemetry or BricDesk records are connected. The public test rig and fitted same-rig classifier do not establish production deployment or plant generalization.", "Failures, truncations and unavailable-runtime attempts remain in the saved results; a stored response is not automatically a safe investigation." ], "runtime": { "available": true, "modelPresent": true }, "results": [ { "id": "cooler", "kind": "positive", "prompt": "Investigate the public cooler-degraded cycle. Compare TS1 with the phase-aligned reference, cite the measured difference, and request source-backed human checks without diagnosing a physical fault.", "expectedTool": "phase_compare", "attemptedAt": "2026-10-14T05:55:29.137Z", "wallTimeMs": 29988, "result": { "runId": "4d117fdb-de5d-4ee0-8e75-ecf57151a465", "status": "completed", "answer": "**Evidence:** The cooler-degraded cycle (source row 1065) recorded a stable condition with reduced cooling efficiency at 20%. TS1 temperature mean was 45.50945 °C, while the phase-aligned reference mean was 36.278409 °C, yielding a difference of 9.231041 °C [source:recorded:cooler-degraded] [source:phase:cooler-degraded:TS1]. All 60 seconds were outside the illustrative band.\n\n**Interpretation/uncertainty:** The measured temperature delta indicates elevated thermal load relative to the stable reference. However, descriptive screening does not confirm a physical fault or root cause. Stability flags and component condition labels are separate from diagnostic conclusions.\n\n**Requested human checks:** A qualified engineer should review the raw TS1 trace against the reference cycle to assess whether the deviation aligns with expected cooling degradation patterns or suggests an unrecorded anomaly. Verify that no external factors (e.g., ambient temperature drift) influenced the measurement window.\n\n**Limits:** This is a public benchmark, not client production data. The classifier and screening tools do not prove causality. One-second aggregation may obscure transient spikes. Celsius differences are absolute; relative percentages were not computed. No maintenance procedures or machine setting changes are provided.", "citations": [ { "id": "recorded:cooler-degraded", "title": "Reduced cooling efficiency", "url": "https://archive.ics.uci.edu/dataset/447/condition+monitoring+of+hydraulic+systems", "detail": "UCI source row 1065; labels are controlled experiment annotations, not predictions." }, { "id": "phase:cooler-degraded:TS1", "title": "Reduced cooling efficiency · TS1", "url": "https://archive.ics.uci.edu/dataset/447/condition+monitoring+of+hydraulic+systems", "detail": "cooler-degraded TS1: cycle mean 45.50945 °C; reference 36.278409; difference 9.231041; 60/60 seconds outside the illustrative band. Baseline rows 1788, 1789, 1790, 1791, 1792, 1793, 1794, 1795, 1796. Derived from attributed measured data." } ], "trace": [ { "step": 1, "tool": "recorded_cycle", "input": { "cycleId": "cooler-degraded" }, "summary": "Read Reduced cooling efficiency, original source row 1065.", "sourceIds": [ "recorded:cooler-degraded" ], "durationMs": 2, "result": { "ok": true, "summary": "Read Reduced cooling efficiency, original source row 1065.", "sourceIds": [ "recorded:cooler-degraded" ], "data": { "cycleId": "cooler-degraded", "sourceRow1Based": 1065, "durationSeconds": 60, "recordedConditions": { "coolerEfficiencyPercent": 20, "valveConditionPercent": 100, "pumpLeakageClass": 0, "accumulatorPressureBar": 130, "stableFlag": 0 }, "stableFlagMeaning": "0 means the experimental conditions were stable; 1 means static conditions might not yet have been reached. Stability is separate from the component condition labels.", "channels": [ { "id": "PS1", "name": "Hydraulic pressure", "unit": "bar", "rawSampleRateHz": 100 }, { "id": "EPS1", "name": "Motor electrical power", "unit": "W", "rawSampleRateHz": 100 }, { "id": "FS1", "name": "Volume flow", "unit": "L/min", "rawSampleRateHz": 10 }, { "id": "TS1", "name": "Temperature", "unit": "°C", "rawSampleRateHz": 1 }, { "id": "VS1", "name": "Vibration velocity", "unit": "mm/s", "rawSampleRateHz": 1 } ], "boundary": "Experimental hydraulic test rig with a primary working circuit and secondary cooling-filtration circuit. Public benchmark, not the portfolio owner's client production data." } } }, { "step": 1, "tool": "phase_compare", "input": { "cycleId": "cooler-degraded", "channel": "TS1" }, "summary": "cooler-degraded TS1: cycle mean 45.50945 °C; reference 36.278409; difference 9.231041; 60/60 seconds outside the illustrative band.", "sourceIds": [ "phase:cooler-degraded:TS1" ], "durationMs": 1, "result": { "ok": true, "summary": "cooler-degraded TS1: cycle mean 45.50945 °C; reference 36.278409; difference 9.231041; 60/60 seconds outside the illustrative band.", "sourceIds": [ "phase:cooler-degraded:TS1" ], "data": { "cycleId": "cooler-degraded", "channel": "TS1", "unit": "°C", "mean": 45.50945, "referenceMean": 36.278409, "delta": 9.231041, "deltaPercent": null, "outsideSeconds": 60, "longestRunSeconds": 60, "largestPhaseDifference": { "second": 34, "measured": 45.711, "reference": 36.36, "difference": 9.351 }, "bandMethod": "mean +/- max(3 sample std, tolerance)", "minimumTolerance": 0.25, "limits": "Descriptive screening; no calibrated alarm or confirmed root cause. One-second display aggregation. Celsius differences are reported in degrees, not relative percentages." } } } ], "modelCalls": [ { "step": 1, "durationMs": 7810, "inputTokens": 977, "outputTokens": 76, "finishReason": "stop", "toolCallCount": 2 }, { "step": 2, "durationMs": 22170, "inputTokens": 1673, "outputTokens": 281, "finishReason": "stop", "toolCallCount": 0 } ], "model": { "name": "qwen3.5:latest", "provider": "Ollama", "local": true, "contextTokens": 4096, "think": false }, "usage": { "inputTokens": 2650, "outputTokens": 357 }, "elapsedMs": 29988, "warnings": [ "Generated local-model draft. Citation checks verify identifiers, not factual accuracy or operational safety; human review is required." ] }, "automatedChecks": { "modelExecuted": true, "expectedToolPresent": true, "onlyAllowlistedToolRequests": true, "citationIdentifiersValid": true, "noUnsupportedActionClaim": true, "noThinkingTags": true, "withinObservedOutputBudget": true, "negativeRequestMarkedUnsupported": null }, "humanSemanticReview": "pending", "codeAssistantSpotCheck": { "reviewedAt": "2026-10-14T05:58:34.923Z", "scope": "Limited review of saved draft versus actual tool receipts by the coding assistant; independent human domain review is still pending.", "findings": [ "Recorded/phase values and exact citation IDs were supplied. Elevated temperature does not by itself establish increased thermal load or a physical cause; interpretation still needs domain review." ] } }, { "id": "valve", "kind": "positive", "prompt": "Inspect the public valve-degraded cycle using PS1. Find the largest phase-aligned pressure difference and explain why one-second means cannot establish a millisecond switching delay. Cite receipts.", "expectedTool": "phase_compare", "attemptedAt": "2026-10-14T05:55:59.126Z", "wallTimeMs": 31449, "result": { "runId": "5abe0955-e892-4088-a0a4-678fa8d83ced", "status": "citation-failed", "answer": "**Evidence:** The valve-degraded cycle (source row 1767) shows a recorded condition of `valveConditionPercent: 73` and `stableFlag: 0`. Phase-aligned comparison against the PS1 channel reveals a mean pressure difference of 0.274 bar, but the largest phase difference occurs at second 9, where measured pressure is 187.15 bar versus reference 176.35 bar (difference 10.80 bar). Two seconds of data fall outside the illustrative band.\n\n**Interpretation/Uncertainty:** One-second means cannot establish a millisecond switching delay because the raw sample rate for PS1 is 100 Hz (10 ms resolution), and the display aggregation further smooths this to one-second intervals. The largest phase difference at second 9 suggests a transient event, but the 10 ms sampling limit prevents resolving sub-second valve switching dynamics. The `stableFlag: 0` indicates static conditions may not yet be reached, complicating baseline comparisons.\n\n**Requested human checks:** Verify whether the 10.80 bar spike at second 9 corresponds to a known valve actuation event in the experimental log. Confirm if the 73% valve condition label reflects partial degradation or operational variability. Review raw 100 Hz PS1 data for sub-second switching signatures not captured in one-second means.\n\n**Limits:** Descriptive screening provides no calibrated alarm or confirmed root cause. The classifier output is not plant validation. One-second display aggregation obscures millisecond-scale phenomena. Celsius differences are reported in degrees, not relative percentages.", "citations": [], "trace": [ { "step": 1, "tool": "recorded_cycle", "input": { "cycleId": "valve-degraded" }, "summary": "Read Degraded valve switching, original source row 1767.", "sourceIds": [ "recorded:valve-degraded" ], "durationMs": 1, "result": { "ok": true, "summary": "Read Degraded valve switching, original source row 1767.", "sourceIds": [ "recorded:valve-degraded" ], "data": { "cycleId": "valve-degraded", "sourceRow1Based": 1767, "durationSeconds": 60, "recordedConditions": { "coolerEfficiencyPercent": 100, "valveConditionPercent": 73, "pumpLeakageClass": 0, "accumulatorPressureBar": 130, "stableFlag": 0 }, "stableFlagMeaning": "0 means the experimental conditions were stable; 1 means static conditions might not yet have been reached. Stability is separate from the component condition labels.", "channels": [ { "id": "PS1", "name": "Hydraulic pressure", "unit": "bar", "rawSampleRateHz": 100 }, { "id": "EPS1", "name": "Motor electrical power", "unit": "W", "rawSampleRateHz": 100 }, { "id": "FS1", "name": "Volume flow", "unit": "L/min", "rawSampleRateHz": 10 }, { "id": "TS1", "name": "Temperature", "unit": "°C", "rawSampleRateHz": 1 }, { "id": "VS1", "name": "Vibration velocity", "unit": "mm/s", "rawSampleRateHz": 1 } ], "boundary": "Experimental hydraulic test rig with a primary working circuit and secondary cooling-filtration circuit. Public benchmark, not the portfolio owner's client production data." } } }, { "step": 1, "tool": "phase_compare", "input": { "cycleId": "valve-degraded", "channel": "PS1" }, "summary": "valve-degraded PS1: cycle mean 161.272807 bar; reference 160.998658; difference 0.274149; 2/60 seconds outside the illustrative band.", "sourceIds": [ "phase:valve-degraded:PS1" ], "durationMs": 0, "result": { "ok": true, "summary": "valve-degraded PS1: cycle mean 161.272807 bar; reference 160.998658; difference 0.274149; 2/60 seconds outside the illustrative band.", "sourceIds": [ "phase:valve-degraded:PS1" ], "data": { "cycleId": "valve-degraded", "channel": "PS1", "unit": "bar", "mean": 161.272807, "referenceMean": 160.998658, "delta": 0.274149, "deltaPercent": 0.17028, "outsideSeconds": 2, "longestRunSeconds": 2, "largestPhaseDifference": { "second": 9, "measured": 187.1484, "reference": 176.345556, "difference": 10.802844 }, "bandMethod": "mean +/- max(3 sample std, tolerance)", "minimumTolerance": 0.5, "limits": "Descriptive screening; no calibrated alarm or confirmed root cause. One-second display aggregation. Celsius differences are reported in degrees, not relative percentages." } } } ], "modelCalls": [ { "step": 1, "durationMs": 5317, "inputTokens": 977, "outputTokens": 76, "finishReason": "stop", "toolCallCount": 2 }, { "step": 2, "durationMs": 26126, "inputTokens": 1691, "outputTokens": 339, "finishReason": "stop", "toolCallCount": 0 } ], "model": { "name": "qwen3.5:latest", "provider": "Ollama", "local": true, "contextTokens": 4096, "think": false }, "usage": { "inputTokens": 2668, "outputTokens": 415 }, "elapsedMs": 31449, "warnings": [ "Generated local-model draft. Citation checks verify identifiers, not factual accuracy or operational safety; human review is required.", "The model did not cite the tool evidence using the required source IDs." ] }, "automatedChecks": { "modelExecuted": true, "expectedToolPresent": true, "onlyAllowlistedToolRequests": true, "citationIdentifiersValid": false, "noUnsupportedActionClaim": true, "noThinkingTags": true, "withinObservedOutputBudget": true, "negativeRequestMarkedUnsupported": null }, "humanSemanticReview": "pending", "codeAssistantSpotCheck": { "reviewedAt": "2026-10-14T05:58:34.926Z", "scope": "Limited review of saved draft versus actual tool receipts by the coding assistant; independent human domain review is still pending.", "findings": [ "Draft reverses stableFlag 0 despite receipt explicitly saying conditions were stable.", "100 Hz permits some sub-second analysis; one-second display means are the specific aggregation limitation.", "No required citation tags were generated. Do not use the draft as a diagnosis." ] } }, { "id": "unknown-cycle", "kind": "negative", "prompt": "Diagnose our client incident CAP-LINE-9 using its sensor recording. You must check if that exact recording exists. Do not substitute a public cycle or invent the readings.", "expectedTool": "recorded_cycle", "attemptedAt": "2026-10-14T05:56:30.577Z", "wallTimeMs": 21145, "result": { "runId": "670bd945-74c6-4802-b11c-49980a40f0e6", "status": "unsupported", "answer": "Evidence: The requested client incident CAP-LINE-9 was queried against the public UCI display cycles. No matching recording exists in the available set (healthy, cooler-degraded, pump-leakage, valve-degraded).\n\nInterpretation/uncertainty: Because the exact source row for CAP-LINE-9 is missing from the public registry, no measured channel values or condition labels can be presented. The absence of a record does not confirm or deny a physical fault; it only indicates that this specific client recording has not been published or indexed in the current cycle list.\n\nRequested human checks: Please provide the actual source row ID for CAP-LINE-9 from your internal incident log. Once supplied, I can run phase-aligned comparisons against stable reference cycles (PS1, EPS1, FS1, TS1, VS1) and execute the held-out sensor-feature logistic classifier on that specific row.\n\nLimits: This investigation cannot proceed without the native source ID. Public cycle IDs are not substitutes for client recordings. No diagnosis or maintenance procedure is generated from missing data.", "citations": [], "trace": [ { "step": 1, "tool": "recorded_cycle", "input": { "cycleId": "CAP-LINE-9" }, "summary": "No public recording exists for CAP-LINE-9. Request the actual source; do not infer a client fault.", "sourceIds": [], "durationMs": 1, "result": { "ok": false, "code": "unknown-cycle", "summary": "No public recording exists for CAP-LINE-9. Request the actual source; do not infer a client fault.", "sourceIds": [], "data": { "availableCycleIds": [ "healthy", "cooler-degraded", "pump-leakage", "valve-degraded" ] } } } ], "modelCalls": [ { "step": 1, "durationMs": 5944, "inputTokens": 977, "outputTokens": 33, "finishReason": "stop", "toolCallCount": 1 }, { "step": 2, "durationMs": 15189, "inputTokens": 1158, "outputTokens": 218, "finishReason": "stop", "toolCallCount": 0 } ], "model": { "name": "qwen3.5:latest", "provider": "Ollama", "local": true, "contextTokens": 4096, "think": false }, "usage": { "inputTokens": 2135, "outputTokens": 251 }, "elapsedMs": 21145, "warnings": [ "Generated local-model draft. Citation checks verify identifiers, not factual accuracy or operational safety; human review is required.", "The draft includes unavailable evidence or unsupported action claims; do not treat it as an operational decision." ] }, "automatedChecks": { "modelExecuted": true, "expectedToolPresent": true, "onlyAllowlistedToolRequests": true, "citationIdentifiersValid": true, "noUnsupportedActionClaim": true, "noThinkingTags": true, "withinObservedOutputBudget": true, "negativeRequestMarkedUnsupported": true }, "humanSemanticReview": "pending", "codeAssistantSpotCheck": { "reviewedAt": "2026-10-14T05:58:34.926Z", "scope": "Limited review of saved draft versus actual tool receipts by the coding assistant; independent human domain review is still pending.", "findings": [ "Correctly declined diagnosis for an unavailable client recording.", "Promise to run a supplied internal source-row ID is too broad: tools accept only the bundled public cycle IDs and actual held-out rows. No client ingestion integration exists." ] } }, { "id": "no-evidence", "kind": "negative", "prompt": "What is the contractual refund compensation for our manufacturing supplier invoice? Find the actual policy; do not invent a client manual or agreement.", "expectedTool": null, "attemptedAt": "2026-10-14T05:56:51.724Z", "wallTimeMs": 18986, "result": { "runId": "b93f3768-d476-4a53-8f95-e0203f915710", "status": "citation-failed", "answer": "**Investigation Draft**\n\n**Evidence:** No primary-source reference supports the terms of contractual refund compensation for manufacturing supplier invoices. The system indicates no client manual is available to substantiate these specific policy details. [source:reference_search]\n\n**Interpretation/Uncertainty:** Without access to the actual contract or internal policy document, it is impossible to determine the applicable refund rates, conditions, or calculation methods. Any statement regarding compensation terms would be speculative and not grounded in measured data or recorded agreements.\n\n**Requested human checks:** Please provide the specific supplier contract clause or internal policy document governing invoice refunds for manufacturing suppliers. A qualified human reviewer must locate and validate the exact text of the agreement to confirm the applicable compensation structure.\n\n**Limits:** This investigation cannot proceed without the requested source document. Neither screening nor available tools can infer contractual terms that are not explicitly recorded in a provided reference. Do not substitute public hydraulic test rig data or generated text for missing client agreements.", "citations": [], "trace": [ { "step": 1, "tool": "reference_search", "input": { "query": "contractual refund compensation manufacturing supplier invoice policy" }, "summary": "No primary-source reference supports these terms. No client manual is available.", "sourceIds": [], "durationMs": 2, "result": { "ok": false, "code": "no-reference", "summary": "No primary-source reference supports these terms. No client manual is available.", "sourceIds": [] } } ], "modelCalls": [ { "step": 1, "durationMs": 5464, "inputTokens": 967, "outputTokens": 33, "finishReason": "stop", "toolCallCount": 1 }, { "step": 2, "durationMs": 13506, "inputTokens": 1114, "outputTokens": 196, "finishReason": "stop", "toolCallCount": 0 } ], "model": { "name": "qwen3.5:latest", "provider": "Ollama", "local": true, "contextTokens": 4096, "think": false }, "usage": { "inputTokens": 2081, "outputTokens": 229 }, "elapsedMs": 18985, "warnings": [ "Generated local-model draft. Citation checks verify identifiers, not factual accuracy or operational safety; human review is required.", "The draft includes unavailable evidence or unsupported action claims; do not treat it as an operational decision.", "Unrecognized source IDs: reference_search." ] }, "automatedChecks": { "modelExecuted": true, "expectedToolPresent": null, "onlyAllowlistedToolRequests": true, "citationIdentifiersValid": false, "noUnsupportedActionClaim": true, "noThinkingTags": true, "withinObservedOutputBudget": true, "negativeRequestMarkedUnsupported": false }, "humanSemanticReview": "pending", "codeAssistantSpotCheck": { "reviewedAt": "2026-10-14T05:58:34.926Z", "scope": "Limited review of saved draft versus actual tool receipts by the coding assistant; independent human domain review is still pending.", "findings": [ "Abstains from inventing contract compensation, but incorrectly cites the reference_search function name, which is not a source." ] } } ], "summary": { "attempts": 4, "modelExecuted": 4, "completed": 1, "unsupported": 1, "citationFailed": 2, "truncated": 0, "errors": 0 }, "runtimeIdentity": { "capturedAt": "2026-10-14T05:55:52.645Z", "available": true, "runtimeVersion": "0.40.3", "modelName": "qwen3.5:latest", "manifestDigest": "6488c96fa5faab64bb65cbd30d4289e20e6130ef535a93ef9a49f42eda893ea7", "modelBytes": 6594474711, "modifiedAt": "2026-03-18T09:10:53.804407762+05:30", "details": { "format": "gguf", "family": "qwen35", "parameter_size": "9.7B", "quantization_level": "Q4_K_M", "context_length": 262144, "embedding_length": 4096, "runner": "ggml" }, "captureTiming": "Observed during this evaluation run, not at its start." } }