{
  "title": "Reproduced media data for AI content-manifest review",
  "source_page": "https://fiund.com/industries/reproduced-media-content-manifest-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A reproduced item carries the wrong master version",
    "context": "The contributor writes three original short texts. Fictional reproduction logs track manifests, not any third-party work.",
    "records": [
      [
        "1",
        "Master v1",
        "Entries A, B, C in order."
      ],
      [
        "2",
        "Approved mock v2",
        "Entries A, C, D in order; job J9 requests v2."
      ],
      [
        "3",
        "Reproduction manifest",
        "J9 output A, B, C; three items total."
      ]
    ],
    "question": "What differences should the reviewer list?",
    "answer": "J9 reproduces the v1 manifest rather than the requested v2. Compared with record 2, B appears unexpectedly, D is absent, and C occupies the third slot instead of the second. The correct item count in record 3 does not establish content or ordering.",
    "failureModes": [
      "Checking total item count only",
      "Ignoring edition and order when identifiers overlap"
    ],
    "fields": [
      [
        "master_version",
        "Selects the intended manifest"
      ],
      [
        "content_id",
        "Detects missing and extra entries"
      ],
      [
        "sequence_position",
        "Supports ordering checks"
      ]
    ],
    "holdout": "Use the correct set in a different order and require a sequence-only discrepancy.",
    "boundary": "Use original text only; exclude copyrighted masters, licensed customer media and distribution rights assumptions."
  }
}