A contradictory subset is a review cue in a toy model. Honesty note: simplified toy logic-constraint workflow, corpus-light with no neochart dependency; the pinned first step carries the full honesty note.

highlighted = computed this step

Logic constraint honesty note

Honesty note: simplified toy logic-constraint workflow; corpus-light and no neochart dependency; jurisdictions and interpretations vary; as of June 24, 2026; not legal advice; code encodes a stated interpretation workflow, not the law itself.

logic constraints as of June24,2026\text{logic constraints as of }June 24, 2026

Keep contradictions as review cues

The stated process keeps a contradictory subset as a review cue instead of turning it into a legal conclusion.

contradiction to review\text{contradiction to review}

Example contradictory subset

The toy subset includes need_notice_true and need_notice_false for the same notice_present predicate.

same predicate two required values\text{same predicate two required values}

The review core recomputes conflicts

The subset has 2 rows and 1 predicate conflict.

core rows=2,predicate conflicts=1\text{core rows}=2,\quad \text{predicate conflicts}=1

Diagram note

The diagram is a review-core table. Unsatisfiable is a toy constraint label and only points to human review.

review cue only\text{review cue only}

Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes a stated interpretation workflow, not the law itself.

Unsatisfiable core to reviewrowfieldvaluequerytokensreview,core,row,unsatisfiablequerycount4supportcount2supportabstainFalsescopejurisdictionUS classroom logic-constraint workflowscopesource_typereview_corerecord need_notice_truerank2record need_notice_truematch4 of 4record need_notice_truefilterpassrecord need_notice_trueciteCore Row 1record need_notice_truesnippetReview core row 1 requires notice_present true model label unsatisfiable.record need_notice_falserank1record need_notice_falsematch4 of 4record need_notice_falsefilterpassrecord need_notice_falseciteCore Row 2record need_notice_falsesnippetReview core row 2 requires notice_present false model label unsatisfiable.

Summary

A small review core can show where two authored rows conflict without saying what any real rule means.

conflict row handoff\text{conflict row handoff}