Rule Model Foundations
Rule Model Review Handoff
The model workflow ends with exception review and human legal review. Honesty note: simplified toy rule-modeling workflow, corpus-light with no neochart dependency; the pinned first step carries the full honesty note.
Structured Visual
Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes a stated interpretation workflow, not the law itself.
RENDER STRUCTURE · REFUSE INTERPRETATION · CITE · ABSTAIN · HAND-OFF: render structure, refuse interpretation, cite provenance, abstain when unsupported, and hand off to human review.
Rule model honesty note
Honesty note: simplified toy rule-modeling 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.
Build a rule-model review handoff
The stated process routes prose capture to field extraction, prong trace, exception review, and human legal review.
Example handoff packet
The toy packet starts from source Toy Rule A 1 and fields age_years = 19, residency_scope = in_scope, filed_by_date = 2026-06-24, and exclusion_flag = absent.
The flow recomputes the route
The trace rows are age_minimum, residency_scope, and filed_by_date; the exception review row is exclusion_flag, and the handoff row is human_review. The flow has 5 nodes and 4 edges.
Diagram note
The diagram is a workflow spine. It does not make the model the law or replace review.
Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes a stated interpretation workflow, not the law itself.
RENDER STRUCTURE · REFUSE INTERPRETATION · CITE · ABSTAIN · HAND-OFF: render structure, refuse interpretation, cite provenance, abstain when unsupported, and hand off to human review.
Summary
The capstone pattern is prose, fields, trace, exception review, and human legal review.