{
  "title": "Textile design repeat and swatch proof data for AI",
  "source_page": "https://fiund.com/industries/textile-design-repeat-proof-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A repeat seam and a missing revision link are separate findings",
    "context": "An original pattern of squares and dots has deliberately simplified proof annotations. These are fictional metadata records for a proposed visual task, not an actual image dataset or executed vision test.",
    "records": [
      [
        "TX1",
        "Proof A annotation",
        "Design D revision 1; two-by-two tile proof. Reviewer marks a horizontal motif offset of 2 practice pixels at the central vertical seam."
      ],
      [
        "TX2",
        "Proof B annotation",
        "Design D revision 2; same repeat layout. Reviewer reports aligned seam at the marked join; revision card links B to D-v2."
      ],
      [
        "TX3",
        "Swatch C card",
        "Reviewer sees an aligned join in this swatch. Revision field blank; no export-parent or print-job link to A or B."
      ]
    ],
    "question": "Which proof documents the intentionally misaligned seam, and does C's apparent alignment prove that it came from revision 2?",
    "answer": "TX1 identifies Proof A's central vertical seam as offset by two practice pixels. TX2 documents an aligned join and an explicit D-v2 link for B. TX3 supports only the reviewer's local alignment observation for C; no revision lineage ties it to B or D-v2. Keep observed appearance separate from proven design ancestry, and obtain the missing export or print-job record before assigning C a revision.",
    "failureModes": [
      "Calling a visually similar swatch revision 2 without a production lineage record.",
      "Confusing the location of a vertical seam with the direction of the horizontal motif offset."
    ],
    "fields": [
      [
        "Design, revision and export parent",
        "Connects proof to the authored tile."
      ],
      [
        "Seam region and offset direction",
        "Localizes the reviewer's finding."
      ],
      [
        "Swatch job and unresolved lineage",
        "Separates print identity from visible alignment."
      ]
    ],
    "holdout": "Add an aligned revision-1 reprint with a corrected printer setting. Require lineage-based revision identification despite its resemblance to revision 2.",
    "boundary": "Use independently drawn motifs, cleared printing materials and original annotations. Exclude client patterns and licensed art; supplying images would be a separate, rights-checked step."
  }
}