The capstone map organizes benefits review artifacts. Honesty note: simplified public-benefits 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 public-benefits-record structure, not benefits-law advice, eligibility advice, income advice, expense advice, deadline advice, appeal advice, hearing advice, or agency 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.

Benefits review handoffBenefits review handoffscope: US classroom public benefits law toy model | Benefits review handoff | as of 2026-06-24Toy public-benefits workflow; not legal advice; human review required.application sourcehousehold rowsincome expense rowsverification clockeligibility factorsdecision labelsappeal hearing flowhuman benefits reviewedge=application->household label=readedge=household->ledger label=labeledge=ledger->verification label=clockedge=verification->eligibility label=traceedge=eligibility->notice label=noticeedge=notice->appeal label=routeedge=appeal->review label=handoffSCC: scc7:application; scc6:household; scc5:ledger; scc4:verification; scc3:eligibility; scc2:notice;scc1:appeal; scc0:review
highlighted = computed this step

Public benefits toy-model honesty note

Honesty note: simplified classroom public-benefits model; applications, household members, income ledgers, expense ledgers, verification requests, eligibility factors, notices, appeals, and hearings vary; as of June 24, 2026; not legal advice; toy model; structure only; human review required; no live external dependency.

toy public-benefits model as of June24,2026\text{toy public-benefits model as of }June 24, 2026

Benefits review has a spine

The final map connects application sources, household rows, income and expense ledgers, verification clocks, eligibility factor labels, decision notices, appeal flows, and human review.

review spine only\text{review spine only}

Example review map

The map has 8 nodes and 7 edge(s).

nodes=8\text{nodes}=8

Decision rows route to review

The model has 3 decision node(s) before human benefits review.

decisions=3\text{decisions}=3

Diagram note

The diagram organizes review artifacts. It does not give eligibility, benefit amount, verification, deadline, appeal, hearing, or agency advice.

benefits review handoff\text{benefits review handoff}

Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes toy public-benefits-record structure, not benefits-law advice, eligibility advice, income advice, expense advice, deadline advice, appeal advice, hearing advice, or agency 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.

Benefits review handoffBenefits review handoffscope: US classroom public benefits law toy model | Benefits review handoff | as of 2026-06-24Toy public-benefits workflow; not legal advice; human review required.application sourcehousehold rowsincome expense rowsverification clockeligibility factorsdecision labelsappeal hearing flowhuman benefits reviewedge=application->household label=readedge=household->ledger label=labeledge=ledger->verification label=clockedge=verification->eligibility label=traceedge=eligibility->notice label=noticeedge=notice->appeal label=routeedge=appeal->review label=handoffSCC: scc7:application; scc6:household; scc5:ledger; scc4:verification; scc3:eligibility; scc2:notice;scc1:appeal; scc0:review

Summary

A public-benefits model renders records, clocks, labels, and flows, then hands off.

records clocks labels handoff\text{records clocks labels handoff}