{
  "title": "Dye and pigment data for AI color-reference evidence",
  "source_page": "https://fiund.com/industries/dye-pigment-color-reference-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "The same pigment code under two viewing setups",
    "context": "An original purple card is photographed under two documented lighting setups. No actual shade approval is simulated.",
    "records": [
      [
        "1",
        "Reference card",
        "Color C8 approved for visual comparison only with setup V1."
      ],
      [
        "2",
        "Sample image A",
        "C8 card photographed in V2 with a warm background."
      ],
      [
        "3",
        "Sample image B",
        "C8 card and reference photographed together under V1."
      ]
    ],
    "question": "Which image can support the specified visual comparison?",
    "answer": "Use image B because record 3 places the sample and reference in the same V1 setup required by record 1. Image A can document C8's appearance under V2, but matching its product code does not make the lighting or background comparable.",
    "failureModes": [
      "Comparing RGB values across uncontrolled setups",
      "Treating code equality as a measured shade match"
    ],
    "fields": [
      [
        "lighting_setup",
        "Records comparability conditions"
      ],
      [
        "reference_in_frame",
        "Captures simultaneous comparison evidence"
      ],
      [
        "color_code",
        "Identifies the sample without replacing observation"
      ]
    ],
    "holdout": "Show two C8 samples under V1 with the reference clipped off one frame; distinguish setup match from reference availability.",
    "boundary": "Only owned color cards; no proprietary formulas, color libraries or claims of commercial approval."
  }
}