Consequence labels are model rows for review, not advice. Honesty note: simplified toy rule-modeling workflow, corpus-light with no neochart dependency; the pinned first step carries the full honesty note.
highlighted = computed this step
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.
rule model as of June24,2026
Use consequence labels only
The stated process stores model outputs as condition-trace, exception-review, and manual-review labels.
model labels only
Example label packet
The toy model file has condition trace, exception review, and manual review rows.
trace exception manual review
The table recomputes support
The retrieval table recomputes 3 label rows and 3 token-supported rows from the authored model-label text.
label rows=3,support rows=3
Diagram note
The diagram is a model-label table. It displays review rows only.
labels for review
Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes a stated interpretation workflow, not the law itself.