Eligibility status labels stay structural before review. Honesty note: simplified unemployment insurance claim classroom toy model; not legal advice, benefits advice, employment advice, tax advice, wage advice, deadline advice, appeal strategy, eligibility determination, fraud advice, repayment or overpayment advice, financial advice, or approval or denial prediction; toy model; structure only; human review required; no live external dependency. Firewall doctrine: render structure, refuse interpretation, cite, abstain, and hand off.

Structured Visual

Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes toy unemployment insurance claim record structure, not legal advice, benefits advice, employment advice, tax advice, wage advice, deadline advice, appeal strategy, eligibility determination, fraud advice, repayment or overpayment advice, financial advice, or approval or denial prediction. It renders structure, refuses interpretation, cites toy sources, abstains, and hands off. 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.

Eligibility status trace claim_filed: satisfied via claim_filed=True compare=True able_available_label: unknown via able_available_label=None compare=True separation_issue_label: unknown via separation_issue_label=None compare=True wage_issue_label: unknown via wage_issue_label=None compare=True weekly_certified_label: unknown via weekly_certified_label=None compare=True overpayment_flag_label: unknown via overpayment_flag_label=None compare=True determination_label: unknown via determination_label=None compare=True
highlighted = computed this step

Unemployment claim toy-model honesty note

Honesty note: simplified classroom unemployment insurance claim model; claims, employer responses, separation labels, weekly certifications, determinations, appeals, benefit ledgers, and eligibility status labels vary; as of June 24, 2026; not legal advice, benefits advice, employment advice, tax advice, wage advice, deadline advice, appeal strategy, eligibility determination, fraud advice, repayment or overpayment advice, financial advice, or approval or denial prediction; toy model; structure only; human review required; no live external dependency.

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

Eligibility entries are status labels

The toy trace separates claim filed, able and available, separation issue, wage issue, weekly certified, overpayment flag, and determination labels.

eligibility status labels only\text{eligibility status labels only}

Example eligibility trace

The trace has 7 row(s) and leaves 6 review label(s) unknown.

unknown=6\text{unknown}=6

Labels are not outcome advice

The trace recomputes 1 satisfied label(s), but no benefits, employment, wage, eligibility, fraud, overpayment, approval, denial, or legal outcome.

satisfied=1\text{satisfied}=1

Diagram note

The diagram shows status labels and review gaps. It does not decide whether a person is eligible, approved, denied, overpaid, or responsible for repayment.

labels to review\text{labels to review}

Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes toy unemployment insurance claim record structure, not legal advice, benefits advice, employment advice, tax advice, wage advice, deadline advice, appeal strategy, eligibility determination, fraud advice, repayment or overpayment advice, financial advice, or approval or denial prediction. It renders structure, refuses interpretation, cites toy sources, abstains, and hands off. 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.

Eligibility status trace claim_filed: satisfied via claim_filed=True compare=True able_available_label: unknown via able_available_label=None compare=True separation_issue_label: unknown via separation_issue_label=None compare=True wage_issue_label: unknown via wage_issue_label=None compare=True weekly_certified_label: unknown via weekly_certified_label=None compare=True overpayment_flag_label: unknown via overpayment_flag_label=None compare=True determination_label: unknown via determination_label=None compare=True

Summary

Eligibility status traces should expose labels and review gaps.

labels gaps review\text{labels gaps review}