{
  "title": "Fluid milk hold-and-release records for AI workflow testing",
  "source_page": "https://fiund.com/industries/fluid-milk-hold-release-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A later disposition for one fill run does not remove another run's bounded hold",
    "context": "Two invented fill runs use inert line aliases and administrative states. There is no real milk, process parameter, operator signature, regulator correspondence or release action.",
    "records": [
      [
        "MLH1",
        "Run and hold",
        "Run R1 on mock line L1, interval W1. Original authorized hold H explicitly names R1/L1/W1. No R1 disposition supplied."
      ],
      [
        "MLH2",
        "Other run",
        "R2 on L1 after W1. Separate authorized mock disposition D2 explicitly names R2 only and does not amend H."
      ],
      [
        "MLH3",
        "Loose timestamp",
        "Later note says 'review closed' at a similar time but lacks line, run and hold references. No approved association to R1."
      ]
    ],
    "question": "Which run remains under the documented hold in this fixture, and can the latest note or R2 disposition close it?",
    "answer": "MLH1 leaves R1/L1/W1 under its exact hold with no matching disposition. MLH2 supplies a later R2-only decision and expressly leaves H unchanged. MLH3 lacks the identity needed to associate its closure language with R1. Preserve the hold's bounded scope and request an authorized R1 record rather than choose the newest timestamp or transfer another run's disposition. This simulation never releases actual product.",
    "failureModes": [
      "Treating the latest disposition as global across adjacent runs.",
      "Joining a timestamp-only closure to a hold without line, run and interval evidence."
    ],
    "fields": [
      [
        "Run, line and hold interval",
        "Defines scope."
      ],
      [
        "Disposition and exact target",
        "Supports the narrow event."
      ],
      [
        "Unmatched note and reviewer escalation",
        "Preserves the hold."
      ]
    ],
    "holdout": "Add a same-time R1 record for a different line. Require the line mismatch to remain open even with a familiar run alias.",
    "boundary": "Use an approved original simulation. Exclude real products, settings and staff records; qualified dairy staff retain all disposition decisions."
  }
}