Determination and disqualification labels stay structural before review. Honesty note: simplified unemployment insurance 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 unemployment insurance record structure, not eligibility advice, separation advice, wage advice, certification advice, appeal advice, overpayment advice, waiver 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.

Determination disqualification trace able_available: unknown via able_available=None compare=True separation_issue: unknown via separation_issue=None compare=True earnings_issue: unknown via earnings_issue=None compare=True employer_response: satisfied via employer_response=True compare=True agency_determination: unknown via agency_determination=None compare=True
highlighted = computed this step

Unemployment insurance toy-model honesty note

Honesty note: simplified classroom unemployment insurance model; eligibility, separation facts, wage records, weekly certifications, work search, disqualification, appeal deadlines, hearings, overpayment or waiver risk, and deadlines vary; as of June 24, 2026; not legal advice; toy model; structure only; human review required; no live external dependency.

toy unemployment insurance model as of June24,2026\text{toy unemployment insurance model as of }June 24, 2026

Determination entries are labels

The toy trace separates able and available, separation issue, earnings issue, employer response, and agency determination labels.

disqualification labels only\text{disqualification labels only}

Example determination trace

The trace has 5 row(s) and leaves 4 review label(s) unknown.

unknown=4\text{unknown}=4

Labels are not benefit findings

The trace recomputes 1 satisfied label(s), but no eligibility, disqualification, determination, or overpayment outcome.

satisfied=1\text{satisfied}=1

Diagram note

The diagram shows labels and review gaps. It does not decide whether benefits are allowed, denied, reduced, or appealable.

labels to review\text{labels to review}

Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes toy unemployment insurance record structure, not eligibility advice, separation advice, wage advice, certification advice, appeal advice, overpayment advice, waiver 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.

Determination disqualification trace able_available: unknown via able_available=None compare=True separation_issue: unknown via separation_issue=None compare=True earnings_issue: unknown via earnings_issue=None compare=True employer_response: satisfied via employer_response=True compare=True agency_determination: unknown via agency_determination=None compare=True

Summary

Determination models should expose labels and review gaps.

labels gaps review\text{labels gaps review}