{
  "title": "Industrial pump performance data for AI curve matching",
  "source_page": "https://fiund.com/industries/industrial-pump-curve-matching-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Compare flow and head from the same configuration row",
    "context": "A fictional table uses arbitrary readings and nonoperational speed and fixture names.",
    "records": [
      [
        "1",
        "Request",
        "Unit P6, speed S2, fixture F1; retrieve the pair at test point T3."
      ],
      [
        "2",
        "Row A",
        "P6/S2/F1/T3: flow 14, head 9."
      ],
      [
        "3",
        "Row B",
        "P6/S3/F1/T3: flow 18, head 10."
      ]
    ],
    "question": "Which pair should the reviewer use?",
    "answer": "Use 14 and 9 together from record 2. It satisfies all keys in record 1; record 3 uses a different speed. A larger flow or head is not automatically more relevant, and the toy pair does not support a real sizing conclusion.",
    "failureModes": [
      "Picking the higher pair from a different speed",
      "Combining flow from one row with head from another"
    ],
    "fields": [
      [
        "test_configuration",
        "Defines speed and fixture together"
      ],
      [
        "point_id",
        "Identifies the particular row"
      ],
      [
        "flow_head_pair",
        "Preserves the joint observation"
      ]
    ],
    "holdout": "Use a matched speed and point with a different fixture; require all configuration keys before matching.",
    "boundary": "No actual pump curve, speed values, equipment selection or operation advice."
  }
}