{
  "title": "Garden center plant tray and variety label data for AI",
  "source_page": "https://fiund.com/industries/garden-retail-plant-tray-identity-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A loose variety tag beside a tray does not establish its identity",
    "context": "Two benign owned tray props have original inert labels and an invented delivery manifest. There are no live grower records, regulated plant materials, customer orders or proprietary cultivar art.",
    "records": [
      [
        "GTR1",
        "Mock manifest",
        "Tray T1 links to variety V1; tray T2 links to V2. Both trays have similar visible foliage shapes in this exercise."
      ],
      [
        "GTR2",
        "Receiving observation A",
        "Attached readable tray ID T1 matches the manifest. Loose V2 tag appears on the bench beside T1, with no attachment or correction record."
      ],
      [
        "GTR3",
        "Receiving observation B",
        "Second tray's attached ID partly obscured. Loose tag V1 nearby, no reviewed T2 link or valid replacement label."
      ]
    ],
    "question": "Which variety association has a matched tray record, and can either loose tag resolve the other tray's identity?",
    "answer": "GTR1 and GTR2 match the attached T1 identity to the manifest's V1 association. The nearby loose V2 tag does not override that link. GTR3 lacks a readable attached ID and cannot use proximity of loose V1 as proof that the second tray is T2 or V1. Request a matched tray view or receiving record, keeping manifest association separate from direct botanical identification or any movement compliance claim.",
    "failureModes": [
      "Assigning a loose tag to the nearest tray without attachment evidence.",
      "Inferring variety from similar foliage or completing an obscured tray ID from expectation."
    ],
    "fields": [
      [
        "Attached tray identifier",
        "Defines the physical object."
      ],
      [
        "Manifest variety and receipt reference",
        "Supports documented identity."
      ],
      [
        "Loose tag and visibility state",
        "Preserves uncertainty."
      ]
    ],
    "holdout": "Add a readable T2 ID and a conflicting attached V1 tag. Require the manifest-versus-tag discrepancy to be reported rather than silently favor one.",
    "boundary": "Use original labels, owned props and consented staff. Exclude actual nursery files and regulated plant material."
  }
}