{
  "title": "Gear and speed-changer data for AI ratio-record review",
  "source_page": "https://fiund.com/industries/gearbox-ratio-record-basis-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "The same motion has reciprocal ratios",
    "context": "Neutral diagrams supply fictional input and output turn counts. No actual equipment behavior is evaluated.",
    "records": [
      [
        "1",
        "Record",
        "Mock gearbox K: input 12 turns, output 3 turns in the observed interval."
      ],
      [
        "2",
        "Dashboard",
        "Ratio definition is output divided by input."
      ],
      [
        "3",
        "Buyer exercise",
        "Requests input divided by output."
      ]
    ],
    "question": "What figures apply under the two stated definitions?",
    "answer": "The dashboard value is 0.25 output turns per input turn. The requested inverse is 4 input turns per output turn, from the same counts in record 1. Both are consistent with records 2 and 3 when their numerator and denominator remain explicit.",
    "failureModes": [
      "Copying a ratio without its direction",
      "Treating reciprocal definitions as conflicting measurements"
    ],
    "fields": [
      [
        "input_turns",
        "Supplies one count"
      ],
      [
        "output_turns",
        "Supplies the paired count"
      ],
      [
        "ratio_orientation",
        "Names numerator and denominator"
      ]
    ],
    "holdout": "Use two interval records with distinct counter resets; calculate turns from matched within-interval deltas only.",
    "boundary": "No gearbox specifications, equipment sizing, ratings or mechanical design guidance."
  }
}