Methodology Notes

Section Boundary Detection Explained

Methodology only, results not yet published.No accuracy number appears here until it is measured on a labelled set with sample size, baseline and limitations.

A methodology note on how section changes, labels, and form types become public structure reads.

Release record

MN-06 · Structural inference

March 2026

8 min

Reference notes

Core Thesis

Institutional trust strengthens when section boundaries are inferred through repetition change, energy movement, and contrast signatures that let the public layer describe structure without hiding the uncertainty of real arrangements. and labels are treated as readable approximations, not as infallible truths. the system preserves enough humility to stay useful across genre and experimental edge cases..

Method in focus

Section boundaries are inferred through repetition change, energy movement, and contrast signatures that let the public layer describe structure without hiding the uncertainty of real arrangements.

Guardrail

Labels are treated as readable approximations, not as infallible truths. The system preserves enough humility to stay useful across genre and experimental edge cases.