Credential requirement labels stay structural before review. Honesty note: simplified occupational licensing classroom toy model; not legal advice; toy model; structure only; human review required; no live external dependency.

Structured Visual

Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes toy occupational licensing record structure, not eligibility advice, credential advice, renewal advice, complaint advice, discipline advice, appeal advice, or legal advice. RENDER STRUCTURE · REFUSE INTERPRETATION · CITE · ABSTAIN · HAND-OFF.

RENDER STRUCTURE · REFUSE INTERPRETATION · CITE · ABSTAIN · HAND-OFF: render structure, refuse interpretation, cite provenance, abstain when unsupported, and hand off to human review.

Credential requirement label trace education: satisfied via education=True compare=True exam: unknown via exam=None compare=True experience: unknown via experience=None compare=True background_disclosure: unknown via background_disclosure=None compare=True fee: satisfied via fee=True compare=True
highlighted = computed this step

Occupational licensing toy-model honesty note

Honesty note: simplified classroom occupational licensing model; eligibility, credential proof, disclosures, renewal or continuing education, complaint responses, discipline status, hearings, orders, appeals, and deadlines vary; as of June 24, 2026; not legal advice; toy model; structure only; human review required; no live external dependency.

toy occupational licensing model as of June24,2026\text{toy occupational licensing model as of }June 24, 2026

Credential entries are labels

The toy trace separates education, exam, experience, background disclosure, and fee labels.

credential labels only\text{credential labels only}

Example credential trace

The trace has 5 row(s) and leaves 3 review label(s) unknown.

unknown=3\text{unknown}=3

Labels are not eligibility findings

The trace recomputes 2 satisfied label(s), but no eligibility, license, discipline, or renewal outcome.

satisfied=2\text{satisfied}=2

Diagram note

The diagram shows labels and review gaps. It does not decide whether credentials satisfy board requirements.

labels to review\text{labels to review}

Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes toy occupational licensing record structure, not eligibility advice, credential advice, renewal advice, complaint advice, discipline advice, appeal advice, or legal advice. RENDER STRUCTURE · REFUSE INTERPRETATION · CITE · ABSTAIN · HAND-OFF.

RENDER STRUCTURE · REFUSE INTERPRETATION · CITE · ABSTAIN · HAND-OFF: render structure, refuse interpretation, cite provenance, abstain when unsupported, and hand off to human review.

Credential requirement label trace education: satisfied via education=True compare=True exam: unknown via exam=None compare=True experience: unknown via experience=None compare=True background_disclosure: unknown via background_disclosure=None compare=True fee: satisfied via fee=True compare=True

Summary

Credential models should expose labels and review gaps.

labels gaps review\text{labels gaps review}