{
  "title": "Photo lab scan masters and derivative lineage data for AI",
  "source_page": "https://fiund.com/industries/photo-lab-scan-derivative-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A crop's apparent content does not establish its master-scan parent",
    "context": "Two original still-life test images have independently created scan and export records. The exercise checks lineage and processing metadata without client negatives or a commercial digitization claim.",
    "records": [
      [
        "SLN1",
        "Source image A master",
        "Master MA, full-frame view, processing setting Neutral."
      ],
      [
        "SLN2",
        "Delivery derivative DA",
        "Explicitly maps crop rectangle R from MA; processing changed to Warm. Reviewer confirms the source map."
      ],
      [
        "SLN3",
        "Plausible crop DB",
        "Looks like part of original image B, but master ID and processing setting missing. Filename says final-neutral."
      ]
    ],
    "question": "Which derivative has a verified source-and-processing lineage, and can DB's appearance or filename establish its parent or color setting?",
    "answer": "SLN2 explicitly traces DA to rectangle R of MA and records the Neutral-to-Warm processing change from SLN1. Its displayed color should therefore be interpreted with that transformation, not as an unchanged master view. SLN3 has neither verified parent nor processing metadata; apparent resemblance and final-neutral naming do not fill those gaps. Report the traceable derivative separately from the unresolved crop.",
    "failureModes": [
      "Treating a delivery derivative's color as the unchanged master appearance despite a recorded processing change.",
      "Inferring a master link or neutral setting from a plausible crop and filename."
    ],
    "fields": [
      [
        "Source image, master and derivative",
        "Preserves resource identity."
      ],
      [
        "Crop rectangle",
        "Locates the selected source region."
      ],
      [
        "Processing-setting lineage",
        "Explains a documented visual transformation."
      ]
    ],
    "holdout": "Link DB to MA rather than B and supply a verified crop map. Require the model to update lineage from the record instead of the earlier visual guess.",
    "boundary": "Use owned original test images and cleared depicted objects. Exclude negatives, clients, faces, orders and embedded location metadata."
  }
}