{
  "config": {
    "answer_model": {
      "id": "google/flan-t5-small",
      "revision": "0fc9ddf78a1e988dac52e2dac162b0ede4fd74ab"
    },
    "bm25_b": 0.75,
    "bm25_k1": 1.2,
    "bootstrap_samples": 2000,
    "embedding_max_tokens": 256,
    "embedding_model": {
      "id": "sentence-transformers/all-MiniLM-L6-v2",
      "revision": "1110a243fdf4706b3f48f1d95db1a4f5529b4d41"
    },
    "k": 3,
    "max_input_tokens": 384,
    "max_new_tokens": 32,
    "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n{context}\n\nQuestion: {question}\nAnswer:",
    "rrf_constant": 60,
    "schema_version": 1,
    "seed": 1729,
    "threads": 4
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          "score": 0.15528894052172873
        },
        {
          "id": "orbit",
          "score": 0.15528894052172873
        },
        {
          "id": "keel",
          "score": 0.15306891198557854
        },
        {
          "id": "cargo",
          "score": 0.1509114643517198
        },
        {
          "id": "quartz-batch",
          "score": 0.1509114643517198
        },
        {
          "id": "soil",
          "score": 0.1509114643517198
        },
        {
          "id": "garden",
          "score": 0.1488139882369285
        },
        {
          "id": "quartz",
          "score": 0.1488139882369285
        },
        {
          "id": "junction",
          "score": 0.1447892187560324
        },
        {
          "id": "engine",
          "score": 0.0
        },
        {
          "id": "iris",
          "score": 0.0
        }
      ],
      "reached_token_limit": false,
      "references": [
        "21 days",
        "21"
      ],
      "relevance": {
        "archive": 1
      },
      "retrieval_ms": 0.17357999968226068,
      "split": "dev",
      "total_ms": 81.85633199900622
    },
    {
      "answer": "[archive] Archive recovery",
      "answerable": true,
      "context_ids": [
        "archive",
        "soil",
        "frost"
      ],
      "execution_position": 2,
      "generation_ms": 121.76934999661171,
      "group": "archive",
      "input_tokens": 166,
      "method": "bm25",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 0.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 0.4
      },
      "output_tokens": 8,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[soil] Garden soil moisture. The seed garden soil moisture target is 42 percent. A dry soil warning triggers after ten minutes below 35 percent. Soil sensors do not measure humidity.\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n\nQuestion: Where do I restore a deleted notebook?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-archive-2",
      "question": "Where do I restore a deleted notebook?",
      "ranking": [
        {
          "id": "archive",
          "score": 10.152458599022745
        },
        {
          "id": "soil",
          "score": 2.965974428841012
        },
        {
          "id": "frost",
          "score": 0.2158292371975275
        },
        {
          "id": "drone",
          "score": 0.21156457862051006
        },
        {
          "id": "beacon",
          "score": 0.20949483139545325
        },
        {
          "id": "export",
          "score": 0.20949483139545325
        },
        {
          "id": "harbor",
          "score": 0.20547449612990146
        },
        {
          "id": "iris-network",
          "score": 0.20547449612990146
        },
        {
          "id": "lantern",
          "score": 0.20352164308444634
        },
        {
          "id": "lantern-charge",
          "score": 0.19972522053543815
        },
        {
          "id": "mirror",
          "score": 0.15528894052172873
        },
        {
          "id": "orbit",
          "score": 0.15528894052172873
        },
        {
          "id": "keel",
          "score": 0.15306891198557854
        },
        {
          "id": "nova",
          "score": 0.15306891198557854
        },
        {
          "id": "cargo",
          "score": 0.1509114643517198
        },
        {
          "id": "quartz-batch",
          "score": 0.1509114643517198
        },
        {
          "id": "garden",
          "score": 0.1488139882369285
        },
        {
          "id": "prism",
          "score": 0.1488139882369285
        },
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          "id": "quartz",
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        },
        {
          "id": "junction",
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        },
        {
          "id": "rivet",
          "score": 0.1391443469821374
        },
        {
          "id": "engine",
          "score": 0.0
        },
        {
          "id": "iris",
          "score": 0.0
        },
        {
          "id": "rivet-calibration",
          "score": 0.0
        }
      ],
      "reached_token_limit": false,
      "references": [
        "Recovery drawer"
      ],
      "relevance": {
        "archive": 1
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      "retrieval_ms": 0.12482400052249432,
      "split": "dev",
      "total_ms": 123.43972500093514
    },
    {
      "answer": "every 45 seconds",
      "answerable": true,
      "context_ids": [
        "beacon",
        "archive",
        "harbor"
      ],
      "execution_position": 1,
      "generation_ms": 94.3736049994186,
      "group": "beacon",
      "input_tokens": 168,
      "method": "bm25",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 0.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 0.8
      },
      "output_tokens": 4,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[harbor] Harbor visitor passes. Harbor visitor passes remain valid for nine hours. Visitors collect a pass at the east kiosk. A visitor pass does not authorize access to the engine deck.\n\nQuestion: How often does a beacon send a heartbeat?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-beacon-1",
      "question": "How often does a beacon send a heartbeat?",
      "ranking": [
        {
          "id": "beacon",
          "score": 10.568065942926683
        },
        {
          "id": "archive",
          "score": 2.2447336097649626
        },
        {
          "id": "harbor",
          "score": 2.145399503505297
        },
        {
          "id": "frost",
          "score": 0.2158292371975275
        },
        {
          "id": "drone",
          "score": 0.21156457862051006
        },
        {
          "id": "export",
          "score": 0.20949483139545325
        },
        {
          "id": "iris-network",
          "score": 0.20547449612990146
        },
        {
          "id": "lantern",
          "score": 0.20352164308444634
        },
        {
          "id": "lantern-charge",
          "score": 0.19972522053543815
        },
        {
          "id": "mirror",
          "score": 0.15528894052172873
        },
        {
          "id": "orbit",
          "score": 0.15528894052172873
        },
        {
          "id": "keel",
          "score": 0.15306891198557854
        },
        {
          "id": "nova",
          "score": 0.15306891198557854
        },
        {
          "id": "cargo",
          "score": 0.1509114643517198
        },
        {
          "id": "quartz-batch",
          "score": 0.1509114643517198
        },
        {
          "id": "soil",
          "score": 0.1509114643517198
        },
        {
          "id": "garden",
          "score": 0.1488139882369285
        },
        {
          "id": "prism",
          "score": 0.1488139882369285
        },
        {
          "id": "quartz",
          "score": 0.1488139882369285
        },
        {
          "id": "junction",
          "score": 0.1447892187560324
        },
        {
          "id": "rivet",
          "score": 0.1391443469821374
        },
        {
          "id": "engine",
          "score": 0.0
        },
        {
          "id": "iris",
          "score": 0.0
        },
        {
          "id": "rivet-calibration",
          "score": 0.0
        }
      ],
      "reached_token_limit": false,
      "references": [
        "45 seconds",
        "45"
      ],
      "relevance": {
        "beacon": 1
      },
      "retrieval_ms": 0.12825100202462636,
      "split": "dev",
      "total_ms": 95.98922200166271
    },
    {
      "answer": "Four",
      "answerable": true,
      "context_ids": [
        "beacon",
        "frost",
        "drone"
      ],
      "execution_position": 0,
      "generation_ms": 66.77689299976919,
      "group": "beacon",
      "input_tokens": 173,
      "method": "bm25",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 2,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[drone] Drone charging. Survey drones charge at the west dock. A full charging cycle takes 80 minutes. Drones cannot start a survey with less than 35 percent battery.\n\nQuestion: How many missed heartbeats make a beacon silent?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-beacon-2",
      "question": "How many missed heartbeats make a beacon silent?",
      "ranking": [
        {
          "id": "beacon",
          "score": 14.283289010103584
        },
        {
          "id": "frost",
          "score": 0.2158292371975275
        },
        {
          "id": "drone",
          "score": 0.21156457862051006
        },
        {
          "id": "export",
          "score": 0.20949483139545325
        },
        {
          "id": "harbor",
          "score": 0.20547449612990146
        },
        {
          "id": "iris-network",
          "score": 0.20547449612990146
        },
        {
          "id": "lantern",
          "score": 0.20352164308444634
        },
        {
          "id": "lantern-charge",
          "score": 0.19972522053543815
        },
        {
          "id": "archive",
          "score": 0.15992795734666385
        },
        {
          "id": "mirror",
          "score": 0.15528894052172873
        },
        {
          "id": "orbit",
          "score": 0.15528894052172873
        },
        {
          "id": "keel",
          "score": 0.15306891198557854
        },
        {
          "id": "nova",
          "score": 0.15306891198557854
        },
        {
          "id": "cargo",
          "score": 0.1509114643517198
        },
        {
          "id": "quartz-batch",
          "score": 0.1509114643517198
        },
        {
          "id": "soil",
          "score": 0.1509114643517198
        },
        {
          "id": "garden",
          "score": 0.1488139882369285
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        {
          "id": "prism",
          "score": 0.1488139882369285
        },
        {
          "id": "quartz",
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        },
        {
          "id": "junction",
          "score": 0.1447892187560324
        },
        {
          "id": "rivet",
          "score": 0.1391443469821374
        },
        {
          "id": "engine",
          "score": 0.0
        },
        {
          "id": "iris",
          "score": 0.0
        },
        {
          "id": "rivet-calibration",
          "score": 0.0
        }
      ],
      "reached_token_limit": false,
      "references": [
        "four",
        "4"
      ],
      "relevance": {
        "beacon": 1
      },
      "retrieval_ms": 0.1311069972871337,
      "split": "dev",
      "total_ms": 68.29130799815175
    },
    {
      "answer": "amber bay",
      "answerable": true,
      "context_ids": [
        "cargo",
        "archive",
        "harbor"
      ],
      "execution_position": 2,
      "generation_ms": 91.52645100039081,
      "group": "cargo",
      "input_tokens": 166,
      "method": "bm25",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 4,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[cargo] Cargo inspection. Incoming cargo must wait in the amber bay until inspection is complete. Inspectors stamp approved crates with a blue triangle. An orange circle means inspection is pending.\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[harbor] Harbor visitor passes. Harbor visitor passes remain valid for nine hours. Visitors collect a pass at the east kiosk. A visitor pass does not authorize access to the engine deck.\n\nQuestion: Where does incoming cargo wait for inspection?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-cargo-1",
      "question": "Where does incoming cargo wait for inspection?",
      "ranking": [
        {
          "id": "cargo",
          "score": 13.411435265814319
        },
        {
          "id": "archive",
          "score": 3.903125208213998
        },
        {
          "id": "harbor",
          "score": 3.6318829956877052
        },
        {
          "id": "quartz",
          "score": 2.2719155663065895
        },
        {
          "id": "beacon",
          "score": 1.9953917889748507
        },
        {
          "id": "export",
          "score": 1.7403348399206835
        },
        {
          "id": "garden",
          "score": 1.69195798831231
        },
        {
          "id": "drone",
          "score": 0.0
        },
        {
          "id": "engine",
          "score": 0.0
        },
        {
          "id": "frost",
          "score": 0.0
        },
        {
          "id": "iris",
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        },
        {
          "id": "iris-network",
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        },
        {
          "id": "junction",
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        },
        {
          "id": "keel",
          "score": 0.0
        },
        {
          "id": "lantern",
          "score": 0.0
        },
        {
          "id": "lantern-charge",
          "score": 0.0
        },
        {
          "id": "mirror",
          "score": 0.0
        },
        {
          "id": "nova",
          "score": 0.0
        },
        {
          "id": "orbit",
          "score": 0.0
        },
        {
          "id": "prism",
          "score": 0.0
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        {
          "id": "quartz-batch",
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        },
        {
          "id": "rivet",
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        },
        {
          "id": "rivet-calibration",
          "score": 0.0
        },
        {
          "id": "soil",
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        }
      ],
      "reached_token_limit": false,
      "references": [
        "amber bay",
        "the amber bay"
      ],
      "relevance": {
        "cargo": 1
      },
      "retrieval_ms": 0.12059399887220934,
      "split": "dev",
      "total_ms": 93.04523500031792
    },
    {
      "answer": "[drone]",
      "answerable": true,
      "context_ids": [
        "cargo",
        "frost",
        "drone"
      ],
      "execution_position": 1,
      "generation_ms": 106.40133899869397,
      "group": "cargo",
      "input_tokens": 174,
      "method": "bm25",
      "metrics": {
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        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 0.0
      },
      "output_tokens": 6,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[cargo] Cargo inspection. Incoming cargo must wait in the amber bay until inspection is complete. Inspectors stamp approved crates with a blue triangle. An orange circle means inspection is pending.\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[drone] Drone charging. Survey drones charge at the west dock. A full charging cycle takes 80 minutes. Drones cannot start a survey with less than 35 percent battery.\n\nQuestion: Which mark means a cargo crate passed inspection?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-cargo-2",
      "question": "Which mark means a cargo crate passed inspection?",
      "ranking": [
        {
          "id": "cargo",
          "score": 10.747283765676746
        },
        {
          "id": "frost",
          "score": 2.6574197092237157
        },
        {
          "id": "drone",
          "score": 0.21156457862051006
        },
        {
          "id": "beacon",
          "score": 0.20949483139545325
        },
        {
          "id": "export",
          "score": 0.20949483139545325
        },
        {
          "id": "harbor",
          "score": 0.20547449612990146
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        {
          "id": "iris-network",
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        },
        {
          "id": "lantern",
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        },
        {
          "id": "lantern-charge",
          "score": 0.19972522053543815
        },
        {
          "id": "archive",
          "score": 0.15992795734666385
        },
        {
          "id": "mirror",
          "score": 0.15528894052172873
        },
        {
          "id": "orbit",
          "score": 0.15528894052172873
        },
        {
          "id": "keel",
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        {
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          "score": 0.15306891198557854
        },
        {
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        {
          "id": "soil",
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        {
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        },
        {
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          "score": 0.1488139882369285
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        {
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        },
        {
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        {
          "id": "rivet",
          "score": 0.1391443469821374
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        {
          "id": "engine",
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        {
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        {
          "id": "rivet-calibration",
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      ],
      "reached_token_limit": false,
      "references": [
        "blue triangle",
        "a blue triangle"
      ],
      "relevance": {
        "cargo": 1
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      "retrieval_ms": 0.1317349997407291,
      "split": "dev",
      "total_ms": 107.91118799897959
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    {
      "answer": "80 minutes",
      "answerable": true,
      "context_ids": [
        "drone",
        "lantern-charge",
        "archive"
      ],
      "execution_position": 0,
      "generation_ms": 73.035195000557,
      "group": "drone",
      "input_tokens": 169,
      "method": "bm25",
      "metrics": {
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        "exact_match": 1.0,
        "ndcg": 1.0,
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        "token_f1": 1.0
      },
      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[drone] Drone charging. Survey drones charge at the west dock. A full charging cycle takes 80 minutes. Drones cannot start a survey with less than 35 percent battery.\n[lantern-charge] Reserve lamp charging. The reserve lamp needs 200 minutes to recharge fully. Charging uses the wall connector in the corridor. A full charge lasts a shorter time when the lamp is in use.\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n\nQuestion: How long does a full drone charge take?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-drone-1",
      "question": "How long does a full drone charge take?",
      "ranking": [
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        {
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          "score": 4.561679611290977
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        {
          "id": "archive",
          "score": 2.2447336097649626
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        {
          "id": "beacon",
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        {
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        {
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        {
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          "score": 0.20949483139545325
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        {
          "id": "iris-network",
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        },
        {
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        },
        {
          "id": "mirror",
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        },
        {
          "id": "orbit",
          "score": 0.15528894052172873
        },
        {
          "id": "keel",
          "score": 0.15306891198557854
        },
        {
          "id": "nova",
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        },
        {
          "id": "cargo",
          "score": 0.1509114643517198
        },
        {
          "id": "quartz-batch",
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        },
        {
          "id": "soil",
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        {
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        {
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        {
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        {
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        {
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        {
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        {
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      ],
      "reached_token_limit": false,
      "references": [
        "80 minutes",
        "80"
      ],
      "relevance": {
        "drone": 1
      },
      "retrieval_ms": 0.13380799646256492,
      "split": "dev",
      "total_ms": 74.69355599823757
    },
    {
      "answer": "west dock",
      "answerable": true,
      "context_ids": [
        "drone",
        "archive",
        "beacon"
      ],
      "execution_position": 2,
      "generation_ms": 74.63855999958469,
      "group": "drone",
      "input_tokens": 164,
      "method": "bm25",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[drone] Drone charging. Survey drones charge at the west dock. A full charging cycle takes 80 minutes. Drones cannot start a survey with less than 35 percent battery.\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n\nQuestion: Which dock charges survey drones?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-drone-2",
      "question": "Which dock charges survey drones?",
      "ranking": [
        {
          "id": "drone",
          "score": 10.7896598313255
        },
        {
          "id": "archive",
          "score": 0.0
        },
        {
          "id": "beacon",
          "score": 0.0
        },
        {
          "id": "cargo",
          "score": 0.0
        },
        {
          "id": "engine",
          "score": 0.0
        },
        {
          "id": "export",
          "score": 0.0
        },
        {
          "id": "frost",
          "score": 0.0
        },
        {
          "id": "garden",
          "score": 0.0
        },
        {
          "id": "harbor",
          "score": 0.0
        },
        {
          "id": "iris",
          "score": 0.0
        },
        {
          "id": "iris-network",
          "score": 0.0
        },
        {
          "id": "junction",
          "score": 0.0
        },
        {
          "id": "keel",
          "score": 0.0
        },
        {
          "id": "lantern",
          "score": 0.0
        },
        {
          "id": "lantern-charge",
          "score": 0.0
        },
        {
          "id": "mirror",
          "score": 0.0
        },
        {
          "id": "nova",
          "score": 0.0
        },
        {
          "id": "orbit",
          "score": 0.0
        },
        {
          "id": "prism",
          "score": 0.0
        },
        {
          "id": "quartz",
          "score": 0.0
        },
        {
          "id": "quartz-batch",
          "score": 0.0
        },
        {
          "id": "rivet",
          "score": 0.0
        },
        {
          "id": "rivet-calibration",
          "score": 0.0
        },
        {
          "id": "soil",
          "score": 0.0
        }
      ],
      "reached_token_limit": false,
      "references": [
        "west dock",
        "the west dock"
      ],
      "relevance": {
        "drone": 1
      },
      "retrieval_ms": 0.10162100079469383,
      "split": "dev",
      "total_ms": 76.06259800013504
    },
    {
      "answer": "after 72 hours",
      "answerable": true,
      "context_ids": [
        "export",
        "archive",
        "beacon"
      ],
      "execution_position": 1,
      "generation_ms": 92.42966700185207,
      "group": "export",
      "input_tokens": 174,
      "method": "bm25",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 0.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 0.8
      },
      "output_tokens": 4,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[export] Export bundles. A report export bundle includes CSV tables and a JSON manifest. Bundles expire after 72 hours. The manifest stores SHA-256 checksums for every included table.\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n\nQuestion: When does a report export bundle expire?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-export-1",
      "question": "When does a report export bundle expire?",
      "ranking": [
        {
          "id": "export",
          "score": 11.823363239355373
        },
        {
          "id": "archive",
          "score": 2.2447336097649626
        },
        {
          "id": "beacon",
          "score": 2.204886620370304
        },
        {
          "id": "orbit",
          "score": 2.1796208105023247
        },
        {
          "id": "harbor",
          "score": 2.145399503505297
        },
        {
          "id": "quartz-batch",
          "score": 2.1181789710154075
        },
        {
          "id": "lantern-charge",
          "score": 2.0620005024936208
        },
        {
          "id": "engine",
          "score": 1.9672675066636878
        },
        {
          "id": "iris",
          "score": 1.8874584949365187
        },
        {
          "id": "frost",
          "score": 0.2158292371975275
        },
        {
          "id": "drone",
          "score": 0.21156457862051006
        },
        {
          "id": "iris-network",
          "score": 0.20547449612990146
        },
        {
          "id": "lantern",
          "score": 0.20352164308444634
        },
        {
          "id": "mirror",
          "score": 0.15528894052172873
        },
        {
          "id": "keel",
          "score": 0.15306891198557854
        },
        {
          "id": "nova",
          "score": 0.15306891198557854
        },
        {
          "id": "cargo",
          "score": 0.1509114643517198
        },
        {
          "id": "soil",
          "score": 0.1509114643517198
        },
        {
          "id": "garden",
          "score": 0.1488139882369285
        },
        {
          "id": "prism",
          "score": 0.1488139882369285
        },
        {
          "id": "quartz",
          "score": 0.1488139882369285
        },
        {
          "id": "junction",
          "score": 0.1447892187560324
        },
        {
          "id": "rivet",
          "score": 0.1391443469821374
        },
        {
          "id": "rivet-calibration",
          "score": 0.0
        }
      ],
      "reached_token_limit": false,
      "references": [
        "72 hours",
        "72"
      ],
      "relevance": {
        "export": 1
      },
      "retrieval_ms": 0.12738800069200806,
      "split": "dev",
      "total_ms": 93.9117960006115
    },
    {
      "answer": "SHA-256",
      "answerable": true,
      "context_ids": [
        "export",
        "lantern-charge",
        "archive"
      ],
      "execution_position": 0,
      "generation_ms": 102.60167600063141,
      "group": "export",
      "input_tokens": 176,
      "method": "bm25",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 5,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[export] Export bundles. A report export bundle includes CSV tables and a JSON manifest. Bundles expire after 72 hours. The manifest stores SHA-256 checksums for every included table.\n[lantern-charge] Reserve lamp charging. The reserve lamp needs 200 minutes to recharge fully. Charging uses the wall connector in the corridor. A full charge lasts a shorter time when the lamp is in use.\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n\nQuestion: What checksum algorithm does the export manifest use?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-export-2",
      "question": "What checksum algorithm does the export manifest use?",
      "ranking": [
        {
          "id": "export",
          "score": 7.922653047613627
        },
        {
          "id": "lantern-charge",
          "score": 2.8390174338193215
        },
        {
          "id": "archive",
          "score": 2.2355777253124343
        },
        {
          "id": "beacon",
          "score": 2.1417388288858166
        },
        {
          "id": "harbor",
          "score": 2.0834635571596882
        },
        {
          "id": "iris",
          "score": 0.1752133120513091
        },
        {
          "id": "junction",
          "score": 0.1752133120513091
        },
        {
          "id": "keel",
          "score": 0.16684892565290804
        },
        {
          "id": "garden",
          "score": 0.1644040039785396
        },
        {
          "id": "iris-network",
          "score": 0.1644040039785396
        },
        {
          "id": "lantern",
          "score": 0.1632082177085674
        },
        {
          "id": "rivet",
          "score": 0.15859410494719825
        },
        {
          "id": "rivet-calibration",
          "score": 0.15077207289413547
        },
        {
          "id": "nova",
          "score": 0.14634703991096595
        },
        {
          "id": "engine",
          "score": 0.1449291901410279
        },
        {
          "id": "quartz-batch",
          "score": 0.1449291901410279
        },
        {
          "id": "frost",
          "score": 0.1117210529767726
        },
        {
          "id": "drone",
          "score": 0.10848036977755378
        },
        {
          "id": "orbit",
          "score": 0.10848036977755378
        },
        {
          "id": "cargo",
          "score": 0.10542239132770691
        },
        {
          "id": "soil",
          "score": 0.10542239132770691
        },
        {
          "id": "quartz",
          "score": 0.10395715507992463
        },
        {
          "id": "mirror",
          "score": 0.0
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        {
          "id": "prism",
          "score": 0.0
        }
      ],
      "reached_token_limit": false,
      "references": [
        "SHA-256",
        "SHA256"
      ],
      "relevance": {
        "export": 1
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      "retrieval_ms": 0.1367089971608948,
      "split": "dev",
      "total_ms": 104.2070639996382
    },
    {
      "answer": "[lantern-charge]",
      "answerable": true,
      "context_ids": [
        "frost",
        "lantern",
        "lantern-charge"
      ],
      "execution_position": 2,
      "generation_ms": 141.91914700131747,
      "group": "frost",
      "input_tokens": 182,
      "method": "bm25",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 0.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 0.0
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      "output_tokens": 7,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[lantern] Lantern outage procedure. During a lantern outage, switch the corridor controller to manual mode. The reserve lamp lasts 150 minutes. A steady green indicator confirms that the reserve lamp is active.\n[lantern-charge] Reserve lamp charging. The reserve lamp needs 200 minutes to recharge fully. Charging uses the wall connector in the corridor. A full charge lasts a shorter time when the lamp is in use.\n\nQuestion: What reference is used to calibrate the frost sensor?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-frost-1",
      "question": "What reference is used to calibrate the frost sensor?",
      "ranking": [
        {
          "id": "frost",
          "score": 12.388422527179737
        },
        {
          "id": "lantern",
          "score": 2.179072448635656
        },
        {
          "id": "lantern-charge",
          "score": 2.136264500093935
        },
        {
          "id": "nova",
          "score": 1.8186799337498087
        },
        {
          "id": "garden",
          "score": 1.3462487647785242
        },
        {
          "id": "iris-network",
          "score": 1.3462487647785242
        },
        {
          "id": "iris",
          "score": 1.3348047957443068
        },
        {
          "id": "harbor",
          "score": 1.3314749104775498
        },
        {
          "id": "junction",
          "score": 1.331021174164494
        },
        {
          "id": "cargo",
          "score": 1.2987171843471483
        },
        {
          "id": "rivet",
          "score": 1.2693406894808548
        },
        {
          "id": "prism",
          "score": 1.187936360693257
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        {
          "id": "orbit",
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        {
          "id": "soil",
          "score": 0.9734324210297771
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        {
          "id": "mirror",
          "score": 0.893188323721495
        },
        {
          "id": "keel",
          "score": 0.16684892565290804
        },
        {
          "id": "archive",
          "score": 0.15077207289413547
        },
        {
          "id": "rivet-calibration",
          "score": 0.15077207289413547
        },
        {
          "id": "beacon",
          "score": 0.14634703991096595
        },
        {
          "id": "engine",
          "score": 0.1449291901410279
        },
        {
          "id": "quartz-batch",
          "score": 0.1449291901410279
        },
        {
          "id": "drone",
          "score": 0.10848036977755378
        },
        {
          "id": "export",
          "score": 0.10692952194699243
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        {
          "id": "quartz",
          "score": 0.10395715507992463
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      ],
      "reached_token_limit": false,
      "references": [
        "silver reference plate",
        "a silver reference plate"
      ],
      "relevance": {
        "frost": 1
      },
      "retrieval_ms": 0.14689999807160348,
      "split": "dev",
      "total_ms": 143.44109899684554
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    {
      "answer": "calibration is overdue",
      "answerable": true,
      "context_ids": [
        "frost",
        "archive",
        "beacon"
      ],
      "execution_position": 1,
      "generation_ms": 122.96817999958876,
      "group": "frost",
      "input_tokens": 173,
      "method": "bm25",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
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        "token_f1": 1.0
      },
      "output_tokens": 6,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n\nQuestion: What does a blinking violet frost sensor light mean?\nAnswer:",
      "query_embedding": null,
      "query_id": "dev-frost-2",
      "question": "What does a blinking violet frost sensor light mean?",
      "ranking": [
        {
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          "score": 17.217636255229284
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        {
          "id": "archive",
          "score": 2.2447336097649626
        },
        {
          "id": "beacon",
          "score": 2.204886620370304
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        {
          "id": "harbor",
          "score": 2.145399503505297
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        {
          "id": "drone",
          "score": 0.21156457862051006
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        {
          "id": "export",
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        {
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          "score": 0.20547449612990146
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        {
          "id": "lantern",
          "score": 0.20352164308444634
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        {
          "id": "lantern-charge",
          "score": 0.19972522053543815
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        {
          "id": "mirror",
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        {
          "id": "orbit",
          "score": 0.15528894052172873
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        {
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          "score": 0.15306891198557854
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        {
          "id": "nova",
          "score": 0.15306891198557854
        },
        {
          "id": "cargo",
          "score": 0.1509114643517198
        },
        {
          "id": "quartz-batch",
          "score": 0.1509114643517198
        },
        {
          "id": "soil",
          "score": 0.1509114643517198
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        {
          "id": "garden",
          "score": 0.1488139882369285
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        {
          "id": "prism",
          "score": 0.1488139882369285
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        {
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        },
        {
          "id": "junction",
          "score": 0.1447892187560324
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        {
          "id": "rivet",
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        {
          "id": "engine",
          "score": 0.0
        },
        {
          "id": "iris",
          "score": 0.0
        },
        {
          "id": "rivet-calibration",
          "score": 0.0
        }
      ],
      "reached_token_limit": false,
      "references": [
        "calibration is overdue",
        "overdue calibration"
      ],
      "relevance": {
        "frost": 1
      },
      "retrieval_ms": 0.1406779992976226,
      "split": "dev",
      "total_ms": 124.43834499936202
    },
    {
      "answer": "21 days",
      "answerable": true,
      "context_ids": [
        "archive",
        "rivet",
        "mirror"
      ],
      "execution_position": 1,
      "generation_ms": 84.04209799846285,
      "group": "archive",
      "input_tokens": 181,
      "method": "dense",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[rivet] Rivet tool checkout. Rivet torque tools must be returned within three hours. Borrowers leave their badge in the red tray. Tools with a damaged grip go to the repair desk instead of the tool rack.\n[mirror] Mirror synchronization. Mirror replicas synchronize every 14 minutes. A replica more than 40 minutes behind is marked stale. Stale replicas remain readable but cannot serve verification requests.\n\nQuestion: How many days can a deleted notebook be recovered?\nAnswer:",
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      "query_id": "dev-archive-1",
      "question": "How many days can a deleted notebook be recovered?",
      "ranking": [
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          "score": 0.7216195762205645
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          "id": "garden",
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        {
          "id": "lantern",
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        {
          "id": "lantern-charge",
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        {
          "id": "frost",
          "score": 0.08899160711462598
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        {
          "id": "quartz",
          "score": 0.0879493527544551
        },
        {
          "id": "harbor",
          "score": 0.08228221074069475
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        {
          "id": "iris",
          "score": 0.07583023457473964
        },
        {
          "id": "soil",
          "score": 0.07067303792843287
        },
        {
          "id": "drone",
          "score": 0.04893056259459104
        },
        {
          "id": "cargo",
          "score": 0.047947003619540435
        },
        {
          "id": "iris-network",
          "score": -0.00016258646952151866
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        {
          "id": "beacon",
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        },
        {
          "id": "nova",
          "score": -0.028803732503599237
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      ],
      "reached_token_limit": false,
      "references": [
        "21 days",
        "21"
      ],
      "relevance": {
        "archive": 1
      },
      "retrieval_ms": 8.912969999073539,
      "split": "dev",
      "total_ms": 94.71394099819008
    },
    {
      "answer": "[archive] Archive recovery",
      "answerable": true,
      "context_ids": [
        "archive",
        "rivet",
        "iris"
      ],
      "execution_position": 0,
      "generation_ms": 136.25430799947935,
      "group": "archive",
      "input_tokens": 183,
      "method": "dense",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 0.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 0.4
      },
      "output_tokens": 8,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[rivet] Rivet tool checkout. Rivet torque tools must be returned within three hours. Borrowers leave their badge in the red tray. Tools with a damaged grip go to the repair desk instead of the tool rack.\n[iris] Iris emergency access. When the Iris door loses network connectivity, enter the local access code 5826. The mechanical override key is stored in locker C7. The local code is fictional training data.\n\nQuestion: Where do I restore a deleted notebook?\nAnswer:",
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      "question": "Where do I restore a deleted notebook?",
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      "references": [
        "Recovery drawer"
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      "relevance": {
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      "retrieval_ms": 8.233994998590788,
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    {
      "answer": "every 45 seconds",
      "answerable": true,
      "context_ids": [
        "beacon",
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        "mirror"
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      "execution_position": 2,
      "generation_ms": 95.72998899966478,
      "group": "beacon",
      "input_tokens": 178,
      "method": "dense",
      "metrics": {
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      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n[quartz] Quartz service limits. The Quartz lookup service accepts 90 requests per minute per client. Requests above that limit receive status 429. A client should wait 20 seconds before trying again.\n[mirror] Mirror synchronization. Mirror replicas synchronize every 14 minutes. A replica more than 40 minutes behind is marked stale. Stale replicas remain readable but cannot serve verification requests.\n\nQuestion: How often does a beacon send a heartbeat?\nAnswer:",
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      "query_id": "dev-beacon-1",
      "question": "How often does a beacon send a heartbeat?",
      "ranking": [
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          "id": "lantern-charge",
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        {
          "id": "orbit",
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        {
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      ],
      "reached_token_limit": false,
      "references": [
        "45 seconds",
        "45"
      ],
      "relevance": {
        "beacon": 1
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      "retrieval_ms": 8.033527999941725,
      "split": "dev",
      "total_ms": 105.3363540013379
    },
    {
      "answer": "Four",
      "answerable": true,
      "context_ids": [
        "beacon",
        "junction",
        "nova"
      ],
      "execution_position": 1,
      "generation_ms": 68.55057999928249,
      "group": "beacon",
      "input_tokens": 180,
      "method": "dense",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 2,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n[junction] Junction message queue. The junction queue retries a failed delivery up to five times. Each retry waits 18 seconds. After the fifth failed retry, the message enters the copper dead-letter queue.\n[nova] Nova alert routing. Nova critical alerts go to the on-call navigator. Warning alerts go to the observation team. A critical alert must be acknowledged within seven minutes.\n\nQuestion: How many missed heartbeats make a beacon silent?\nAnswer:",
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          "score": 0.13370574495030035
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        {
          "id": "keel",
          "score": 0.12310670509805377
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        {
          "id": "iris",
          "score": 0.0931178901221823
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        {
          "id": "rivet-calibration",
          "score": 0.07532664198097565
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        {
          "id": "orbit",
          "score": 0.06282887096022131
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        {
          "id": "iris-network",
          "score": 0.05551033782269581
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        {
          "id": "engine",
          "score": 0.047300542560795765
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        {
          "id": "rivet",
          "score": 0.043257243741248494
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        {
          "id": "export",
          "score": 0.03219757380430103
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        {
          "id": "archive",
          "score": 0.020751659730608014
        },
        {
          "id": "lantern-charge",
          "score": 0.013654805126938117
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        {
          "id": "prism",
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      ],
      "reached_token_limit": false,
      "references": [
        "four",
        "4"
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      "relevance": {
        "beacon": 1
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      "retrieval_ms": 10.916327002632897,
      "split": "dev",
      "total_ms": 81.03079200009233
    },
    {
      "answer": "amber bay",
      "answerable": true,
      "context_ids": [
        "cargo",
        "engine",
        "nova"
      ],
      "execution_position": 0,
      "generation_ms": 119.66296899845474,
      "group": "cargo",
      "input_tokens": 165,
      "method": "dense",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 4,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[cargo] Cargo inspection. Incoming cargo must wait in the amber bay until inspection is complete. Inspectors stamp approved crates with a blue triangle. An orange circle means inspection is pending.\n[engine] Engine deck passes. Engine deck contractor passes expire after four hours. Contractors collect them at the north security desk. Harbor visitor passes are not accepted on the engine deck.\n[nova] Nova alert routing. Nova critical alerts go to the on-call navigator. Warning alerts go to the observation team. A critical alert must be acknowledged within seven minutes.\n\nQuestion: Where does incoming cargo wait for inspection?\nAnswer:",
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      "query_id": "dev-cargo-1",
      "question": "Where does incoming cargo wait for inspection?",
      "ranking": [
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      "references": [
        "amber bay",
        "the amber bay"
      ],
      "relevance": {
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      "retrieval_ms": 7.486254999093944,
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      "total_ms": 128.77125999875716
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    {
      "answer": "blue triangle",
      "answerable": true,
      "context_ids": [
        "cargo",
        "engine",
        "junction"
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      "execution_position": 2,
      "generation_ms": 73.0622190021677,
      "group": "cargo",
      "input_tokens": 180,
      "method": "dense",
      "metrics": {
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      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[cargo] Cargo inspection. Incoming cargo must wait in the amber bay until inspection is complete. Inspectors stamp approved crates with a blue triangle. An orange circle means inspection is pending.\n[engine] Engine deck passes. Engine deck contractor passes expire after four hours. Contractors collect them at the north security desk. Harbor visitor passes are not accepted on the engine deck.\n[junction] Junction message queue. The junction queue retries a failed delivery up to five times. Each retry waits 18 seconds. After the fifth failed retry, the message enters the copper dead-letter queue.\n\nQuestion: Which mark means a cargo crate passed inspection?\nAnswer:",
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      "query_id": "dev-cargo-2",
      "question": "Which mark means a cargo crate passed inspection?",
      "ranking": [
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          "id": "cargo",
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        {
          "id": "keel",
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        {
          "id": "lantern",
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        {
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        {
          "id": "quartz-batch",
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        {
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        {
          "id": "drone",
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        {
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        {
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        },
        {
          "id": "lantern-charge",
          "score": -0.05530295396383762
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      ],
      "reached_token_limit": false,
      "references": [
        "blue triangle",
        "a blue triangle"
      ],
      "relevance": {
        "cargo": 1
      },
      "retrieval_ms": 7.637948001502082,
      "split": "dev",
      "total_ms": 82.10847599912086
    },
    {
      "answer": "80 minutes",
      "answerable": true,
      "context_ids": [
        "drone",
        "lantern-charge",
        "orbit"
      ],
      "execution_position": 1,
      "generation_ms": 79.39753899700008,
      "group": "drone",
      "input_tokens": 175,
      "method": "dense",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[drone] Drone charging. Survey drones charge at the west dock. A full charging cycle takes 80 minutes. Drones cannot start a survey with less than 35 percent battery.\n[lantern-charge] Reserve lamp charging. The reserve lamp needs 200 minutes to recharge fully. Charging uses the wall connector in the corridor. A full charge lasts a shorter time when the lamp is in use.\n[orbit] Orbit session security. Orbit sessions expire after 25 minutes of inactivity. The maximum active session duration is ten hours. Resetting a password immediately revokes every existing session.\n\nQuestion: How long does a full drone charge take?\nAnswer:",
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      "query_id": "dev-drone-1",
      "question": "How long does a full drone charge take?",
      "ranking": [
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          "id": "drone",
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          "id": "export",
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          "id": "beacon",
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        {
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      ],
      "reached_token_limit": false,
      "references": [
        "80 minutes",
        "80"
      ],
      "relevance": {
        "drone": 1
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      "retrieval_ms": 7.6092480012448505,
      "split": "dev",
      "total_ms": 88.69408100144938
    },
    {
      "answer": "west dock",
      "answerable": true,
      "context_ids": [
        "drone",
        "nova",
        "beacon"
      ],
      "execution_position": 0,
      "generation_ms": 70.36131399945589,
      "group": "drone",
      "input_tokens": 164,
      "method": "dense",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[drone] Drone charging. Survey drones charge at the west dock. A full charging cycle takes 80 minutes. Drones cannot start a survey with less than 35 percent battery.\n[nova] Nova alert routing. Nova critical alerts go to the on-call navigator. Warning alerts go to the observation team. A critical alert must be acknowledged within seven minutes.\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n\nQuestion: Which dock charges survey drones?\nAnswer:",
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      "query_id": "dev-drone-2",
      "question": "Which dock charges survey drones?",
      "ranking": [
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        {
          "id": "frost",
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        {
          "id": "export",
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        {
          "id": "archive",
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        {
          "id": "mirror",
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        {
          "id": "iris-network",
          "score": -0.022907596160755078
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        {
          "id": "rivet-calibration",
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      ],
      "reached_token_limit": false,
      "references": [
        "west dock",
        "the west dock"
      ],
      "relevance": {
        "drone": 1
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      "retrieval_ms": 7.488094001018908,
      "split": "dev",
      "total_ms": 79.19959699938772
    },
    {
      "answer": "after 72 hours",
      "answerable": true,
      "context_ids": [
        "export",
        "engine",
        "orbit"
      ],
      "execution_position": 2,
      "generation_ms": 93.73663900259999,
      "group": "export",
      "input_tokens": 174,
      "method": "dense",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 0.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 0.8
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      "output_tokens": 4,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[export] Export bundles. A report export bundle includes CSV tables and a JSON manifest. Bundles expire after 72 hours. The manifest stores SHA-256 checksums for every included table.\n[engine] Engine deck passes. Engine deck contractor passes expire after four hours. Contractors collect them at the north security desk. Harbor visitor passes are not accepted on the engine deck.\n[orbit] Orbit session security. Orbit sessions expire after 25 minutes of inactivity. The maximum active session duration is ten hours. Resetting a password immediately revokes every existing session.\n\nQuestion: When does a report export bundle expire?\nAnswer:",
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      "query_id": "dev-export-1",
      "question": "When does a report export bundle expire?",
      "ranking": [
        {
          "id": "export",
          "score": 0.7626934639505886
        },
        {
          "id": "engine",
          "score": 0.29447983306854353
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        {
          "id": "orbit",
          "score": 0.2601825274155937
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        {
          "id": "archive",
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          "id": "prism",
          "score": 0.21034568066931505
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          "id": "mirror",
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          "id": "harbor",
          "score": 0.13177696700797115
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        {
          "id": "rivet",
          "score": 0.13138418560534537
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        {
          "id": "lantern",
          "score": 0.12396085729972575
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        {
          "id": "rivet-calibration",
          "score": 0.1178667497275868
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        {
          "id": "cargo",
          "score": 0.10870819260869614
        },
        {
          "id": "junction",
          "score": 0.09915110727567071
        },
        {
          "id": "frost",
          "score": 0.09534530632572395
        },
        {
          "id": "quartz",
          "score": 0.08405443205115991
        },
        {
          "id": "lantern-charge",
          "score": 0.07962045569946335
        },
        {
          "id": "garden",
          "score": 0.07383552499297849
        },
        {
          "id": "nova",
          "score": 0.07071413574725235
        },
        {
          "id": "iris",
          "score": 0.0695399037426076
        },
        {
          "id": "soil",
          "score": 0.06947485684216834
        },
        {
          "id": "iris-network",
          "score": 0.0680978775703671
        },
        {
          "id": "beacon",
          "score": 0.06032691648378472
        },
        {
          "id": "quartz-batch",
          "score": 0.051362611395480345
        },
        {
          "id": "drone",
          "score": 0.041849247393285334
        }
      ],
      "reached_token_limit": false,
      "references": [
        "72 hours",
        "72"
      ],
      "relevance": {
        "export": 1
      },
      "retrieval_ms": 7.745078997686505,
      "split": "dev",
      "total_ms": 103.07162000026437
    },
    {
      "answer": "SHA-256",
      "answerable": true,
      "context_ids": [
        "export",
        "cargo",
        "mirror"
      ],
      "execution_position": 1,
      "generation_ms": 181.71513999914168,
      "group": "export",
      "input_tokens": 182,
      "method": "dense",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 5,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[export] Export bundles. A report export bundle includes CSV tables and a JSON manifest. Bundles expire after 72 hours. The manifest stores SHA-256 checksums for every included table.\n[cargo] Cargo inspection. Incoming cargo must wait in the amber bay until inspection is complete. Inspectors stamp approved crates with a blue triangle. An orange circle means inspection is pending.\n[mirror] Mirror synchronization. Mirror replicas synchronize every 14 minutes. A replica more than 40 minutes behind is marked stale. Stale replicas remain readable but cannot serve verification requests.\n\nQuestion: What checksum algorithm does the export manifest use?\nAnswer:",
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      "query_id": "dev-export-2",
      "question": "What checksum algorithm does the export manifest use?",
      "ranking": [
        {
          "id": "export",
          "score": 0.5129851267156651
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        {
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        {
          "id": "lantern-charge",
          "score": -0.06380747426718567
        }
      ],
      "reached_token_limit": false,
      "references": [
        "SHA-256",
        "SHA256"
      ],
      "relevance": {
        "export": 1
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      "retrieval_ms": 9.084100998734357,
      "split": "dev",
      "total_ms": 192.2333830007119
    },
    {
      "answer": "[prism]",
      "answerable": true,
      "context_ids": [
        "frost",
        "soil",
        "prism"
      ],
      "execution_position": 0,
      "generation_ms": 106.12767999919015,
      "group": "frost",
      "input_tokens": 177,
      "method": "dense",
      "metrics": {
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      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[soil] Garden soil moisture. The seed garden soil moisture target is 42 percent. A dry soil warning triggers after ten minutes below 35 percent. Soil sensors do not measure humidity.\n[prism] Prism sample storage. Prism mineral samples are stored at 8 degrees Celsius. Each sample requires a white tamper seal. Samples with broken seals must be moved to quarantine shelf Q4.\n\nQuestion: What reference is used to calibrate the frost sensor?\nAnswer:",
      "query_embedding": [
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      "query_id": "dev-frost-1",
      "question": "What reference is used to calibrate the frost sensor?",
      "ranking": [
        {
          "id": "frost",
          "score": 0.8125306794044634
        },
        {
          "id": "soil",
          "score": 0.26647739804437615
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        {
          "id": "prism",
          "score": 0.2531247739659596
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        {
          "id": "rivet-calibration",
          "score": 0.2412400832435036
        },
        {
          "id": "garden",
          "score": 0.19811296484342436
        },
        {
          "id": "iris",
          "score": 0.1680330822257995
        },
        {
          "id": "quartz",
          "score": 0.13616907584687382
        },
        {
          "id": "beacon",
          "score": 0.1259778405914475
        },
        {
          "id": "iris-network",
          "score": 0.11105021678682898
        },
        {
          "id": "nova",
          "score": 0.0998608234874295
        },
        {
          "id": "lantern",
          "score": 0.06914950393071966
        },
        {
          "id": "export",
          "score": 0.05463779409659217
        },
        {
          "id": "cargo",
          "score": 0.04008342199897997
        },
        {
          "id": "junction",
          "score": 0.02912416397180177
        },
        {
          "id": "quartz-batch",
          "score": 0.02407381669359407
        },
        {
          "id": "mirror",
          "score": 0.022935752996671104
        },
        {
          "id": "keel",
          "score": 0.015248227002590936
        },
        {
          "id": "rivet",
          "score": -0.005942189122945929
        },
        {
          "id": "archive",
          "score": -0.015316626410210239
        },
        {
          "id": "engine",
          "score": -0.02115852356874506
        },
        {
          "id": "orbit",
          "score": -0.02731117457005259
        },
        {
          "id": "drone",
          "score": -0.03674003881557212
        },
        {
          "id": "lantern-charge",
          "score": -0.05261060532728673
        },
        {
          "id": "harbor",
          "score": -0.09689044864897682
        }
      ],
      "reached_token_limit": false,
      "references": [
        "silver reference plate",
        "a silver reference plate"
      ],
      "relevance": {
        "frost": 1
      },
      "retrieval_ms": 8.768288997089257,
      "split": "dev",
      "total_ms": 116.47405300027458
    },
    {
      "answer": "calibration is overdue",
      "answerable": true,
      "context_ids": [
        "frost",
        "beacon",
        "iris-network"
      ],
      "execution_position": 2,
      "generation_ms": 126.11085499884211,
      "group": "frost",
      "input_tokens": 185,
      "method": "dense",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 6,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n[iris-network] Iris network enrollment. The Iris network enrollment code is 7319. This code enrolls a controller in the network and cannot open a door. Enrollment is performed from the network console.\n\nQuestion: What does a blinking violet frost sensor light mean?\nAnswer:",
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      "query_id": "dev-frost-2",
      "question": "What does a blinking violet frost sensor light mean?",
      "ranking": [
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        {
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        {
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        {
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        {
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      "reached_token_limit": false,
      "references": [
        "calibration is overdue",
        "overdue calibration"
      ],
      "relevance": {
        "frost": 1
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      "retrieval_ms": 10.096450001583435,
      "split": "dev",
      "total_ms": 137.91126200158033
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    {
      "answer": "21 days",
      "answerable": true,
      "context_ids": [
        "archive",
        "rivet",
        "rivet-calibration"
      ],
      "execution_position": 2,
      "generation_ms": 76.80269599950407,
      "group": "archive",
      "input_tokens": 181,
      "method": "hybrid",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
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        "token_f1": 1.0
      },
      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[rivet] Rivet tool checkout. Rivet torque tools must be returned within three hours. Borrowers leave their badge in the red tray. Tools with a damaged grip go to the repair desk instead of the tool rack.\n[rivet-calibration] Rivet calibration. Rivet torque tools are calibrated every 60 days. Calibration happens at the instrument bench. The repair desk handles physical damage, not routine calibration.\n\nQuestion: How many days can a deleted notebook be recovered?\nAnswer:",
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      "query_id": "dev-archive-1",
      "question": "How many days can a deleted notebook be recovered?",
      "ranking": [
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        {
          "id": "lantern-charge",
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        {
          "id": "quartz-batch",
          "score": 0.02690501986276634
        },
        {
          "id": "beacon",
          "score": 0.026754075124025514
        },
        {
          "id": "junction",
          "score": 0.026687875574407917
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        {
          "id": "garden",
          "score": 0.02638888888888889
        },
        {
          "id": "engine",
          "score": 0.026333907056798625
        },
        {
          "id": "iris-network",
          "score": 0.026279628993473032
        },
        {
          "id": "quartz",
          "score": 0.025503573749187783
        },
        {
          "id": "cargo",
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        },
        {
          "id": "soil",
          "score": 0.02531645569620253
        },
        {
          "id": "iris",
          "score": 0.024725274725274724
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      ],
      "reached_token_limit": false,
      "references": [
        "21 days",
        "21"
      ],
      "relevance": {
        "archive": 1
      },
      "retrieval_ms": 7.96898399858037,
      "split": "dev",
      "total_ms": 86.32423499875586
    },
    {
      "answer": "Recovery drawer",
      "answerable": true,
      "context_ids": [
        "archive",
        "frost",
        "export"
      ],
      "execution_position": 1,
      "generation_ms": 75.59503200172912,
      "group": "archive",
      "input_tokens": 172,
      "method": "hybrid",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[export] Export bundles. A report export bundle includes CSV tables and a JSON manifest. Bundles expire after 72 hours. The manifest stores SHA-256 checksums for every included table.\n\nQuestion: Where do I restore a deleted notebook?\nAnswer:",
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      "answer": "every 45 seconds",
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      "execution_position": 0,
      "generation_ms": 92.20255400214228,
      "group": "beacon",
      "input_tokens": 173,
      "method": "hybrid",
      "metrics": {
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      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[drone] Drone charging. Survey drones charge at the west dock. A full charging cycle takes 80 minutes. Drones cannot start a survey with less than 35 percent battery.\n\nQuestion: How often does a beacon send a heartbeat?\nAnswer:",
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          "id": "prism",
          "score": 0.025015634771732333
        },
        {
          "id": "iris",
          "score": 0.024868705591597158
        },
        {
          "id": "rivet-calibration",
          "score": 0.024562989752863168
        },
        {
          "id": "engine",
          "score": 0.02454080096356519
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        {
          "id": "rivet",
          "score": 0.024250440917107582
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      ],
      "reached_token_limit": false,
      "references": [
        "45 seconds",
        "45"
      ],
      "relevance": {
        "beacon": 1
      },
      "retrieval_ms": 11.197649000678211,
      "split": "dev",
      "total_ms": 105.0735140015604
    },
    {
      "answer": "Four",
      "answerable": true,
      "context_ids": [
        "beacon",
        "frost",
        "drone"
      ],
      "execution_position": 2,
      "generation_ms": 62.46460799957276,
      "group": "beacon",
      "input_tokens": 173,
      "method": "hybrid",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 2,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[drone] Drone charging. Survey drones charge at the west dock. A full charging cycle takes 80 minutes. Drones cannot start a survey with less than 35 percent battery.\n\nQuestion: How many missed heartbeats make a beacon silent?\nAnswer:",
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      "query_id": "dev-beacon-2",
      "question": "How many missed heartbeats make a beacon silent?",
      "ranking": [
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          "id": "beacon",
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        {
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      "reached_token_limit": false,
      "references": [
        "four",
        "4"
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      "relevance": {
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      "retrieval_ms": 7.967524001287529,
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      "total_ms": 71.74478299930342
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    {
      "answer": "amber bay",
      "answerable": true,
      "context_ids": [
        "cargo",
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        "engine"
      ],
      "execution_position": 1,
      "generation_ms": 88.35530599753838,
      "group": "cargo",
      "input_tokens": 165,
      "method": "hybrid",
      "metrics": {
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      "output_tokens": 4,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[cargo] Cargo inspection. Incoming cargo must wait in the amber bay until inspection is complete. Inspectors stamp approved crates with a blue triangle. An orange circle means inspection is pending.\n[harbor] Harbor visitor passes. Harbor visitor passes remain valid for nine hours. Visitors collect a pass at the east kiosk. A visitor pass does not authorize access to the engine deck.\n[engine] Engine deck passes. Engine deck contractor passes expire after four hours. Contractors collect them at the north security desk. Harbor visitor passes are not accepted on the engine deck.\n\nQuestion: Where does incoming cargo wait for inspection?\nAnswer:",
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      "query_id": "dev-cargo-1",
      "question": "Where does incoming cargo wait for inspection?",
      "ranking": [
        {
          "id": "cargo",
          "score": 0.03278688524590164
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        {
          "id": "harbor",
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          "id": "engine",
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          "id": "export",
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        {
          "id": "archive",
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          "id": "beacon",
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          "id": "nova",
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        {
          "id": "quartz",
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        {
          "id": "iris",
          "score": 0.028169014084507043
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        {
          "id": "drone",
          "score": 0.02803921568627451
        },
        {
          "id": "lantern",
          "score": 0.02803921568627451
        },
        {
          "id": "keel",
          "score": 0.028006267136701922
        },
        {
          "id": "frost",
          "score": 0.027272727272727275
        },
        {
          "id": "rivet",
          "score": 0.02712049508554787
        },
        {
          "id": "mirror",
          "score": 0.026875901875901876
        },
        {
          "id": "garden",
          "score": 0.026830135039090264
        },
        {
          "id": "iris-network",
          "score": 0.0260840108401084
        },
        {
          "id": "quartz-batch",
          "score": 0.025859192525859193
        },
        {
          "id": "lantern-charge",
          "score": 0.025657894736842105
        },
        {
          "id": "prism",
          "score": 0.025657894736842105
        },
        {
          "id": "orbit",
          "score": 0.025003906860446942
        },
        {
          "id": "rivet-calibration",
          "score": 0.024706420619185605
        },
        {
          "id": "soil",
          "score": 0.023952954675846242
        }
      ],
      "reached_token_limit": false,
      "references": [
        "amber bay",
        "the amber bay"
      ],
      "relevance": {
        "cargo": 1
      },
      "retrieval_ms": 9.293700000853278,
      "split": "dev",
      "total_ms": 99.08686900234898
    },
    {
      "answer": "blue triangle",
      "answerable": true,
      "context_ids": [
        "cargo",
        "beacon",
        "frost"
      ],
      "execution_position": 0,
      "generation_ms": 84.57514399924548,
      "group": "cargo",
      "input_tokens": 178,
      "method": "hybrid",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[cargo] Cargo inspection. Incoming cargo must wait in the amber bay until inspection is complete. Inspectors stamp approved crates with a blue triangle. An orange circle means inspection is pending.\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n\nQuestion: Which mark means a cargo crate passed inspection?\nAnswer:",
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      "query_id": "dev-cargo-2",
      "question": "Which mark means a cargo crate passed inspection?",
      "ranking": [
        {
          "id": "cargo",
          "score": 0.03278688524590164
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          "id": "iris",
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        {
          "id": "mirror",
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        {
          "id": "keel",
          "score": 0.026856524873828405
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        {
          "id": "prism",
          "score": 0.026709401709401708
        },
        {
          "id": "lantern-charge",
          "score": 0.026397515527950312
        },
        {
          "id": "rivet-calibration",
          "score": 0.026397515527950312
        },
        {
          "id": "orbit",
          "score": 0.0260840108401084
        },
        {
          "id": "quartz-batch",
          "score": 0.0259915611814346
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        {
          "id": "soil",
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        {
          "id": "quartz",
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        {
          "id": "garden",
          "score": 0.025035205758097326
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      ],
      "reached_token_limit": false,
      "references": [
        "blue triangle",
        "a blue triangle"
      ],
      "relevance": {
        "cargo": 1
      },
      "retrieval_ms": 7.811495997884776,
      "split": "dev",
      "total_ms": 93.77657100048964
    },
    {
      "answer": "80 minutes",
      "answerable": true,
      "context_ids": [
        "drone",
        "lantern-charge",
        "orbit"
      ],
      "execution_position": 2,
      "generation_ms": 81.67532100196695,
      "group": "drone",
      "input_tokens": 175,
      "method": "hybrid",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[drone] Drone charging. Survey drones charge at the west dock. A full charging cycle takes 80 minutes. Drones cannot start a survey with less than 35 percent battery.\n[lantern-charge] Reserve lamp charging. The reserve lamp needs 200 minutes to recharge fully. Charging uses the wall connector in the corridor. A full charge lasts a shorter time when the lamp is in use.\n[orbit] Orbit session security. Orbit sessions expire after 25 minutes of inactivity. The maximum active session duration is ten hours. Resetting a password immediately revokes every existing session.\n\nQuestion: How long does a full drone charge take?\nAnswer:",
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      "query_id": "dev-drone-1",
      "question": "How long does a full drone charge take?",
      "ranking": [
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          "id": "engine",
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        {
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      "reached_token_limit": false,
      "references": [
        "80 minutes",
        "80"
      ],
      "relevance": {
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      "retrieval_ms": 9.764337999513373,
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    {
      "answer": "west dock",
      "answerable": true,
      "context_ids": [
        "drone",
        "beacon",
        "engine"
      ],
      "execution_position": 1,
      "generation_ms": 79.59327099888469,
      "group": "drone",
      "input_tokens": 163,
      "method": "hybrid",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
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      },
      "output_tokens": 3,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[drone] Drone charging. Survey drones charge at the west dock. A full charging cycle takes 80 minutes. Drones cannot start a survey with less than 35 percent battery.\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n[engine] Engine deck passes. Engine deck contractor passes expire after four hours. Contractors collect them at the north security desk. Harbor visitor passes are not accepted on the engine deck.\n\nQuestion: Which dock charges survey drones?\nAnswer:",
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      "references": [
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        "the west dock"
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      "relevance": {
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    {
      "answer": "After 72 hours",
      "answerable": true,
      "context_ids": [
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        "archive",
        "orbit"
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      "execution_position": 0,
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      "group": "export",
      "input_tokens": 175,
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      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[export] Export bundles. A report export bundle includes CSV tables and a JSON manifest. Bundles expire after 72 hours. The manifest stores SHA-256 checksums for every included table.\n[archive] Archive recovery. The archive service keeps deleted notebooks for 21 days. Restore a notebook from the Recovery drawer. Restoring does not restore former sharing permissions.\n[orbit] Orbit session security. Orbit sessions expire after 25 minutes of inactivity. The maximum active session duration is ten hours. Resetting a password immediately revokes every existing session.\n\nQuestion: When does a report export bundle expire?\nAnswer:",
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      "answer": "SHA-256",
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      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[export] Export bundles. A report export bundle includes CSV tables and a JSON manifest. Bundles expire after 72 hours. The manifest stores SHA-256 checksums for every included table.\n[harbor] Harbor visitor passes. Harbor visitor passes remain valid for nine hours. Visitors collect a pass at the east kiosk. A visitor pass does not authorize access to the engine deck.\n[keel] Keel backup policy. Keel configuration backups run every six hours. The station keeps 28 backup snapshots. Restoring a snapshot requires the maintenance role and restarts the routing service.\n\nQuestion: What checksum algorithm does the export manifest use?\nAnswer:",
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      "query_id": "dev-export-2",
      "question": "What checksum algorithm does the export manifest use?",
      "ranking": [
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          "id": "export",
          "score": 0.03278688524590164
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        {
          "id": "prism",
          "score": 0.027056277056277056
        },
        {
          "id": "frost",
          "score": 0.026875901875901876
        },
        {
          "id": "garden",
          "score": 0.026838432635534086
        },
        {
          "id": "iris-network",
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        {
          "id": "rivet",
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        {
          "id": "rivet-calibration",
          "score": 0.026356857985087564
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        {
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        {
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        {
          "id": "drone",
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      ],
      "reached_token_limit": false,
      "references": [
        "SHA-256",
        "SHA256"
      ],
      "relevance": {
        "export": 1
      },
      "retrieval_ms": 9.392555999511387,
      "split": "dev",
      "total_ms": 124.0420260000974
    },
    {
      "answer": "[lunch garden humidity target]",
      "answerable": true,
      "context_ids": [
        "frost",
        "garden",
        "lantern"
      ],
      "execution_position": 1,
      "generation_ms": 167.13903000345454,
      "group": "frost",
      "input_tokens": 177,
      "method": "hybrid",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 0.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 0.0
      },
      "output_tokens": 9,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[garden] Garden humidity. The seed garden humidity target is 64 percent. If humidity exceeds 70 percent, open the roof vent for 12 minutes. The soil moisture reading is a separate measurement.\n[lantern] Lantern outage procedure. During a lantern outage, switch the corridor controller to manual mode. The reserve lamp lasts 150 minutes. A steady green indicator confirms that the reserve lamp is active.\n\nQuestion: What reference is used to calibrate the frost sensor?\nAnswer:",
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      "query_id": "dev-frost-1",
      "question": "What reference is used to calibrate the frost sensor?",
      "ranking": [
        {
          "id": "frost",
          "score": 0.03278688524590164
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        {
          "id": "garden",
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        {
          "id": "lantern",
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        {
          "id": "iris",
          "score": 0.03007688828584351
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        {
          "id": "nova",
          "score": 0.029910714285714284
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        {
          "id": "prism",
          "score": 0.02976190476190476
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        {
          "id": "iris-network",
          "score": 0.02964426877470356
        },
        {
          "id": "soil",
          "score": 0.02964254577157803
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        {
          "id": "rivet-calibration",
          "score": 0.02844551282051282
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        {
          "id": "junction",
          "score": 0.028006267136701922
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        {
          "id": "cargo",
          "score": 0.027984344422700584
        },
        {
          "id": "lantern-charge",
          "score": 0.02792120864410021
        },
        {
          "id": "beacon",
          "score": 0.027364110201042444
        },
        {
          "id": "rivet",
          "score": 0.02690501986276634
        },
        {
          "id": "quartz",
          "score": 0.026830135039090264
        },
        {
          "id": "harbor",
          "score": 0.02661064425770308
        },
        {
          "id": "mirror",
          "score": 0.02649122807017544
        },
        {
          "id": "keel",
          "score": 0.026144907723855092
        },
        {
          "id": "orbit",
          "score": 0.02604430914933198
        },
        {
          "id": "export",
          "score": 0.025937081659973226
        },
        {
          "id": "quartz-batch",
          "score": 0.025679012345679014
        },
        {
          "id": "archive",
          "score": 0.025645240835114255
        },
        {
          "id": "engine",
          "score": 0.025
        },
        {
          "id": "drone",
          "score": 0.024390243902439025
        }
      ],
      "reached_token_limit": false,
      "references": [
        "silver reference plate",
        "a silver reference plate"
      ],
      "relevance": {
        "frost": 1
      },
      "retrieval_ms": 9.157879998383578,
      "split": "dev",
      "total_ms": 177.95291299989913
    },
    {
      "answer": "calibration is overdue",
      "answerable": true,
      "context_ids": [
        "frost",
        "beacon",
        "iris-network"
      ],
      "execution_position": 0,
      "generation_ms": 134.76789799824473,
      "group": "frost",
      "input_tokens": 185,
      "method": "hybrid",
      "metrics": {
        "context_recall": 1.0,
        "exact_match": 1.0,
        "ndcg": 1.0,
        "recall": 1.0,
        "token_f1": 1.0
      },
      "output_tokens": 6,
      "prompt": "Answer the question using only the context. Give a short answer. If the context does not contain the answer, say unknown.\n\nContext:\n[frost] Frost sensor. The frost sensor is calibrated with a silver reference plate. Recalibrate it every 30 days. A blinking violet light means calibration is overdue.\n[beacon] Beacon heartbeat. A beacon reports its heartbeat every 45 seconds. After four consecutive missed heartbeats, the console labels it silent. A silent label does not disable the beacon.\n[iris-network] Iris network enrollment. The Iris network enrollment code is 7319. This code enrolls a controller in the network and cannot open a door. Enrollment is performed from the network console.\n\nQuestion: What does a blinking violet frost sensor light mean?\nAnswer:",
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