{
  "title": "Coffee and tea manufacturing data for AI blend reconciliation",
  "source_page": "https://fiund.com/industries/coffee-roast-blend-weight-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Actual component tickets can disagree with a blend plan without explaining why",
    "context": "An original fictional weight exercise uses abstract roasted component aliases and arbitrary mass units. No product, formulation, roast curve, sourcing term or preparation instruction appears.",
    "records": [
      [
        "CBW1",
        "Blend plan",
        "Mock blend B planned A=60 and C=40 practice mass units. Both are intended roasted-stage components."
      ],
      [
        "CBW2",
        "Executed weights",
        "Exact B tickets record roasted A=58 and roasted C=42 on one stated basis. Combined measured 100; no cause for variance documented."
      ],
      [
        "CBW3",
        "Upstream receipt",
        "Earlier green-stage A receipt 60 units, different stage, no approved relationship making its mass a substitute for executed roasted A."
      ]
    ],
    "question": "What composition is supported by executed weights, and can the green receipt reconcile the actual amounts back to plan?",
    "answer": "CBW2 supports 58% A and 42% C in the 100-unit fictional executed blend. Compared with CBW1, A is two units below plan and C two above while total matches. CBW3 belongs to an upstream green stage and cannot replace A's roasted addition measurement. Preserve the documented variance and unknown cause rather than force planned proportions or infer actual process loss or product quality from unrelated masses.",
    "failureModes": [
      "Using planned weights as executed additions.",
      "Replacing a roasted-stage component weight with a green receipt or inventing a variance cause."
    ],
    "fields": [
      [
        "Blend, component lot and material stage",
        "Defines contribution."
      ],
      [
        "Planned versus measured mass basis",
        "Supports arithmetic."
      ],
      [
        "Executed source and unresolved reason",
        "Preserves evidence limits."
      ]
    ],
    "holdout": "Add a third component with its own reviewed ticket in a new mock blend. Require recalculation over the new executed total instead of memorize a two-item percentage.",
    "boundary": "Use original synthetic tables. Exclude actual formulas, roast settings and customer information; buyer acceptance depends on the agreed task."
  }
}