{
  "title": "Cut flower bunch and bloom-stage images for AI review",
  "source_page": "https://fiund.com/industries/floriculture-bunch-inspection-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A top view cannot verify every stem's length",
    "context": "Two original practice bunches are described by synthetic image annotations. No commercial bouquet design, buyer packaging or official flower grade is reproduced.",
    "records": [
      [
        "FL1",
        "Bunch A top view",
        "Reviewer sees five bloom heads; wrapper hides stem ends. Open-bloom labels assigned to heads H1 and H2 only."
      ],
      [
        "FL2",
        "Bunch A aligned-stem view",
        "Same bunch identity confirmed. Six stems laid on marked surface: five at 40 practice length units, one at 25. Reviewer verifies the count."
      ],
      [
        "FL3",
        "Bunch B top view",
        "Six apparent heads, stems hidden and no aligned-stem view. No verified total stem count or length range."
      ]
    ],
    "question": "Which view supports A's stem count and range, and what can the top views establish about bloom stage or B's shortest stem?",
    "answer": "FL2 supports A's six verified stems and the 25-to-40 practice-unit length range. FL1 supports five visible heads and the two specified open-bloom labels, not an exhaustive stem count or every head's stage. FL3's top appearance supplies no shortest-stem evidence for B. Keep each label tied to the view that supports it rather than assuming a full-looking bunch has uniformly long stems or fully visible contents.",
    "failureModes": [
      "Equating visible bloom heads with verified total stems.",
      "Inferring hidden stem lengths or extending subset bloom labels to the whole bunch."
    ],
    "fields": [
      [
        "Bunch and view identity",
        "Connects complementary observations."
      ],
      [
        "Visible head versus verified stem count",
        "Separates detection from ground truth."
      ],
      [
        "Length scale and stage-label coverage",
        "Defines exactly what was reviewed."
      ]
    ],
    "holdout": "Show B's aligned stems with one short stem. Require an updated length finding supported by that new view, not by retrospective interpretation of the top image.",
    "boundary": "Use owned blooms and original labels. Clear workroom footage and designs separately; exclude contracts and store accounts."
  }
}