Discharge and objection labels stay structural before review. Honesty note: simplified bankruptcy case 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 bankruptcy case record structure, not bankruptcy advice, filing advice, debt advice, credit advice, creditor advice, stay advice, claim advice, discharge advice, hearing advice, or appeal 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.

Discharge and objection label trace discharge_label: satisfied via discharge_label=True compare=True objection_label: satisfied via objection_label=True compare=True deadline_label: satisfied via deadline_label=True compare=True discharge_review: unknown via discharge_review=None compare=True
highlighted = computed this step

Bankruptcy toy-model honesty note

Honesty note: simplified classroom bankruptcy case model; petitions, debtors, creditors, schedules, assets, debts, stays, claims, meetings, hearings, objections, and discharges vary; as of June 24, 2026; not legal advice; toy model; structure only; human review required; no live external dependency.

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

Discharge and objection fields are labels

The toy trace separates discharge label, objection label, deadline label, and discharge-review label.

discharge objection labels only\text{discharge objection labels only}

Example label trace

The trace has 4 row(s) and leaves 1 review row unknown.

unknown=1\text{unknown}=1

Labels are not discharge findings

The trace recomputes 3 satisfied label(s), but no discharge, objection, exception, debt, or claim outcome.

satisfied=3\text{satisfied}=3

Diagram note

The diagram shows labels and review gaps. It does not decide whether a debt is discharged or an objection is valid.

labels to review\text{labels to review}

Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes toy bankruptcy case record structure, not bankruptcy advice, filing advice, debt advice, credit advice, creditor advice, stay advice, claim advice, discharge advice, hearing advice, or appeal 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.

Discharge and objection label trace discharge_label: satisfied via discharge_label=True compare=True objection_label: satisfied via objection_label=True compare=True deadline_label: satisfied via deadline_label=True compare=True discharge_review: unknown via discharge_review=None compare=True

Summary

Discharge and objection models should expose labels and review gaps.

labels gaps review\text{labels gaps review}