{
  "title": "Sauce and dressing data for AI formula and container matching",
  "source_page": "https://fiund.com/industries/sauce-formula-container-revision-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A formula-only change and a container-only change can require different document references",
    "context": "Original mock dressing paperwork uses abstract formula and container IDs. It contains no recipe, process schedule, actual technical approval or product release advice.",
    "records": [
      [
        "SCR1",
        "Original reference index",
        "Same display product P: F1/C1 maps to D1; F2/C1 maps to D2; F1/C2 maps to D3. No F2/C2 entry."
      ],
      [
        "SCR2",
        "Run records",
        "Run A changes formula only to F2/C1. Run B changes container only to F1/C2. Both original records identify their exact combinations."
      ],
      [
        "SCR3",
        "Unsupported run",
        "Run C lists F2/C2. Folder contains D2 and D3 from the other runs, with no combined-scope authorization."
      ]
    ],
    "question": "Which references match runs A and B, and why can't their separate documents be combined to cover C?",
    "answer": "SCR1 and SCR2 map A's F2/C1 combination to D2 and B's F1/C2 to D3. SCR3's F2/C2 has neither exact index match nor approved combined scope. The two partial matches cannot be assembled into a new reference merely because product P repeats. Preserve formula, container and exact document scope, and request the missing combination record without judging actual process adequacy, safety or release.",
    "failureModes": [
      "Matching by product name or by only one changed field.",
      "Combining two partial reference scopes into a fabricated approval for a third combination."
    ],
    "fields": [
      [
        "Formula and container revision",
        "Defines the combination."
      ],
      [
        "Run and exact document reference",
        "Supports lookup."
      ],
      [
        "Missing combination and reviewer flag",
        "Limits the result."
      ]
    ],
    "holdout": "Add a new pack format with its own exact reference. Require correct matching even when all product display names remain identical.",
    "boundary": "Use invented nonoperative documents. Exclude real formulas and process authority files; qualified staff retain all actual decisions."
  }
}