{
  "title": "Edible oil refining and blending data for AI specification review",
  "source_page": "https://fiund.com/industries/edible-oil-blend-revision-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "An executed blend uses its recorded lot revision, not a same-name retained sample",
    "context": "An original fictional lot exercise uses abstract components and no real oil, formula, refining condition, certificate or release action.",
    "records": [
      [
        "OBR1",
        "Blend plan versions",
        "Practice blend B1/v1 planned components X and Y1. Approved v2 replaces Y1 with Y2 only; X retained."
      ],
      [
        "OBR2",
        "Executed addition sheet",
        "Exact B1 event cites v2 and records X plus Y2. Independent mock review verifies the recorded components, no test result in this sheet."
      ],
      [
        "OBR3",
        "Retained-sample result",
        "Same product display name, result Q under blend B2. No B2-to-B1 sample equivalence or B1 result supplied."
      ]
    ],
    "question": "Which component version was used in B1, and can result Q be attributed to it?",
    "answer": "OBR1 and OBR2 support B1's v2 execution with X and Y2, not the superseded Y1 plan. OBR3's Q belongs to B2 despite the shared product name, so it cannot establish B1's test outcome. Report the confirmed addition match and the separate missing B1 result rather than infer composition from the product name or invent a replacement test. This exercise does not determine quality, safety or release.",
    "failureModes": [
      "Using an earlier planned component when a matched executed revision is supplied.",
      "Transferring a retained sample result across blend IDs based on the display name."
    ],
    "fields": [
      [
        "Blend, component and approved revision",
        "Defines intended scope."
      ],
      [
        "Executed additions and reviewer source",
        "Supports recorded use."
      ],
      [
        "Sample parent and missing result",
        "Limits test attribution."
      ]
    ],
    "holdout": "Add a B1-matched reviewed Q result under the correct revision. Require a clean match rather than flag every complete case as discrepant.",
    "boundary": "Use original synthetic records. Exclude real formulas and supplier data; qualified staff retain actual product decisions."
  }
}