Astrology infrastructure

Digest-bound guide

Birth Time Uncertainty sensitivity workflow

How does uncertainty in birth-time uncertainty change deterministic outputs?

A deterministic sensitivity workflow for Birth Time Uncertainty, separating reproducible celestial computation from interpretive and predictive claims.

Bounded answer

Recompute the output across an explicitly bounded change in birth time uncertainty, preserve all other inputs, and report both the numerical delta and every categorical boundary crossing.

Input contract

What must be fixed first

Baseline canonical input manifest

One explicitly varied input or convention

Frozen kernel and dependencies

Numerical and categorical comparison thresholds

Procedure

Work the decision in order

  1. 1

    Freeze the baseline manifest and kernel.

  2. 2

    Define the variation before seeing the preferred interpretation.

  3. 3

    Recompute every point under the same operation.

  4. 4

    Measure numerical deltas and boundary crossings.

  5. 5

    Withhold outputs that are unstable across the admitted interval.

Expected outputs

  • Sensitivity table
  • Stable and unstable output sets
  • Boundary-crossing and refusal report

Refuse when

  • A point estimate hides which chart features change inside the reported uncertainty.
  • Required input, unit, convention, or dependency version is absent.
  • An interpretive preference selects the computational convention after outputs are seen.

Questions this guide answers

How does uncertainty in birth-time uncertainty change deterministic outputs?

Vary birth time uncertainty inside a declared interval while holding every other input and the kernel fixed.

Which information must be versioned?

At minimum, preserve an explicit time interval, sampling resolution, stable outputs, boundary crossings, and withheld conclusions, together with the canonical input and output digests.

When should an output be withheld?

Withhold it when a point estimate hides which chart features change inside the reported uncertainty. or when a required dependency cannot be identified.

Does determinism validate the interpretation?

No. Determinism makes the computation reproducible; interpretive or predictive validity requires a separate prospective evaluation.

What belongs in the receipt?

The operation, canonical inputs, units, assumptions, dependency versions, outputs, uncertainty treatment, and package digest.

Limits

  • A point estimate hides which chart features change inside the reported uncertainty.
  • Reproducible astronomical arithmetic does not validate an astrological interpretation or prediction.
  • No missing number, uncertainty interval, or calculation receipt is invented.