A prose rule source record stores stated text as provenance. 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\text{rule model as of }June 24, 2026

Start with a stated prose source

The stated process stores the synthetic prose rule as source, citation, jurisdiction, as-of, body text, and provenance fields. The citation is Toy Rule A 1.

source=ToyRuleA1\text{source}=Toy Rule A 1

Example source packet

The toy prose uses age, residency, filing date, and exclusion flag phrases as model-input prompts.

prose phrases before fields\text{prose phrases before fields}

The table recomputes body tokens

The source record has 29 normalized body tokens and 1 source record.

source records=1,tokens=29\text{source records}=1,\quad \text{tokens}=29

Diagram note

The diagram is a provenance table. It does not make the prose source into law or advice.

source provenance only\text{source provenance only}

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

Prose rule source recordrowfieldvaluequerytokenstoy,rule,source,prose,provenancequerycount5supportcount1supportabstainFalsescopejurisdictionUS classroom rule-model workflowscopesource_typeprose_rulerecord toy_rule_arank1record toy_rule_amatch2 of 5record toy_rule_afilterpassrecord toy_rule_aciteToy Rule A 1record toy_rule_asnippetToy Rule A 1 states a model label only if age is at least 18, residency is in scope, f...

Summary

A rule-model workflow should pin the prose source before extracting fact fields or prong rows.

source before model\text{source before model}