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    {
      "id": "sampling",
      "why": "A standard number and a quality limit that must be quoted exactly, not paraphrased.",
      "expect": "answered",
      "wall_ms": 5947.8,
      "response": {
        "query": "What sampling plan applies to incoming excipients?",
        "answer": "Excipients and packaging components are sampled according to ISO 2859-1, general inspection level II, with an acceptable quality limit of 1.0 (AQL 1.0) for critical defects.",
        "is_grounded": true,
        "confidence_score": 1.0,
        "citations": [
          {
            "document_title": "SOP-SC-009 Supplier Qualification and Incoming Inspection (Rev 5)",
            "page_number": 1,
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            "verbatim_quote": "Excipients and packaging components are sampled according to ISO 2859-1, general inspection level II, with an acceptable quality limit of 1.0 (AQL 1.0) for critical defects."
          }
        ],
        "retrieval_latency_ms": 1364.02,
        "total_latency_ms": 5944.94,
        "status": "answered",
        "generation_model": "nvidia/nemotron-3-super-120b-a12b:free",
        "retrieved_passages": [
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            "document_title": "SOP-SC-009 Supplier Qualification and Incoming Inspection (Rev 5)",
            "page_number": 1,
            "dense_rank": 6,
            "sparse_rank": 6,
            "rrf_score": 0.030303,
            "fused_rank": 6,
            "rerank_position": 1,
            "relevance_score": 1.4059,
            "cited": true,
            "preview": "performed on each lot unless a reduced testing plan has been approved after at least 10 consecutive conforming lots. 5.4 Excipients and packaging components are sampled according t"
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          {
            "chunk_id": "a097c1d5-9898-45ee-894f-1d5636ae95ff",
            "document_title": "SOP-SC-009 Supplier Qualification and Incoming Inspection (Rev 5)",
            "page_number": 1,
            "dense_rank": 4,
            "sparse_rank": 5,
            "rrf_score": 0.03101,
            "fused_rank": 4,
            "rerank_position": 2,
            "relevance_score": -3.6458,
            "cited": false,
            "preview": "how incoming materials are inspected and released at Aurora Nutraceuticals Inc. 2. Supplier Categories Critical suppliers provide active ingredients, primary packaging components i"
          },
          {
            "chunk_id": "97d303b9-9cc8-4511-9d56-f6223cc67d90",
            "document_title": "SOP-SC-009 Supplier Qualification and Incoming Inspection (Rev 5)",
            "page_number": 1,
            "dense_rank": 9,
            "sparse_rank": 4,
            "rrf_score": 0.030118,
            "fused_rank": 7,
            "rerank_position": 3,
            "relevance_score": -4.1934,
            "cited": false,
            "preview": "SOP-SC-009 Supplier Qualification and Incoming Inspection (Rev 5) Aurora Nutraceuticals Inc. · Controlled document · For training and demonstration only 1. Purpose This procedure ("
          }
        ],
        "pipeline": {
          "embedding_model": "BAAI/bge-small-en-v1.5",
          "embedding_dimensions": 384,
          "reranker_model": "Xenova/ms-marco-MiniLM-L-6-v2",
          "rrf_k": 60,
          "candidate_limit": 50,
          "candidates": 17,
          "found_by_both": 10,
          "found_by_vector_only": 7,
          "found_by_keyword_only": 0,
          "passages_to_model": 3,
          "quotes_proposed": 1,
          "quotes_verified": 1,
          "timings": {
            "embed_ms": 7.97,
            "search_ms": 159.95,
            "rerank_ms": 1196.04,
            "generate_ms": 4582.33
          }
        }
      },
      "vector_map": {
        "method": "pca",
        "dimensions": 384,
        "explained_variance": [0.2238, 0.1927],
        "corpus_chunks": 17,
        "query": {
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    },
    {
      "id": "closure",
      "why": "Two similar clauses exist (minor/major vs critical); the right one must be cited.",
      "expect": "answered",
      "wall_ms": 11579.5,
      "response": {
        "query": "Who approves the closure of a critical deviation?",
        "answer": "Critical deviations are closed only by the Head of Quality, after review of the investigation report and the CAPA plan.",
        "is_grounded": true,
        "confidence_score": 1.0,
        "citations": [
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            "verbatim_quote": "Critical deviations are closed only by the Head of Quality, after review of the investigation report and the CAPA plan."
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        ],
        "retrieval_latency_ms": 1179.48,
        "total_latency_ms": 11577.17,
        "status": "answered",
        "generation_model": "nvidia/nemotron-3-super-120b-a12b:free",
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            "preview": "SOP-QA-023 Deviation Management and CAPA (Rev 2) Aurora Nutraceuticals Inc. · Controlled document · For training and demonstration only 1. Purpose This procedure (SOP-QA-023) descr"
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            "preview": "or efficacy, and no regulatory commitment affected. Major deviation: potential impact on product quality or a departure from a registered process parameter that is contained within"
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          "rrf_k": 60,
          "candidate_limit": 50,
          "candidates": 17,
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          "found_by_vector_only": 5,
          "found_by_keyword_only": 0,
          "passages_to_model": 3,
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      "vector_map": {
        "method": "pca",
        "dimensions": 384,
        "explained_variance": [0.2238, 0.1927],
        "corpus_chunks": 17,
        "query": {
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