Deduction and dispute status labels stay structural before review. Honesty note: simplified lease repair and security deposit classroom toy model; not legal advice; not housing advice; not tenant advice; not landlord advice; not repair advice; not habitability advice; not rent advice; not deposit advice; not deadline advice; not financial advice; not tax advice; not eviction advice; 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 lease repair and security deposit record structure, not legal advice, housing advice, tenant advice, landlord advice, repair advice, habitability advice, rent advice, deposit advice, deadline advice, financial advice, tax advice, eviction advice, or strategy 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.

Deduction dispute status trace cleaning_label: unknown via cleaning_label=None compare=True damage_label: unknown via damage_label=None compare=True unpaid_rent_label: unknown via unpaid_rent_label=None compare=True itemized_statement: satisfied via itemized_statement=True compare=True refund_label: unknown via refund_label=None compare=True dispute_label: unknown via dispute_label=None compare=True
highlighted = computed this step

Lease repair deposit toy-model honesty note

Honesty note: simplified classroom lease repair and security deposit model; leases, addenda, ledgers, inspections, repairs, deposits, deductions, disputes, and deadlines vary; as of June 24, 2026; not legal advice; not housing advice; not tenant advice; not landlord advice; not repair advice; not habitability advice; not rent advice; not deposit advice; not deadline advice; not financial advice; not tax advice; not eviction advice; toy model; structure only; human review required; no live external dependency.

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

Deduction entries are status labels

The toy trace separates cleaning, damage, unpaid rent, itemized statement, refund, and dispute labels.

deduction status labels only\text{deduction status labels only}

Example deduction trace

The trace has 6 row(s) and leaves 5 review label(s) unknown.

unknown=5\text{unknown}=5

Labels are not deposit advice

The trace recomputes 1 satisfied label(s), but no cleaning, damage, rent, refund, dispute, tax, eviction, or legal outcome.

satisfied=1\text{satisfied}=1

Diagram note

The diagram shows status labels and review gaps. It does not decide whether deductions, refunds, statements, or disputes are valid.

labels to review\text{labels to review}

Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes toy lease repair and security deposit record structure, not legal advice, housing advice, tenant advice, landlord advice, repair advice, habitability advice, rent advice, deposit advice, deadline advice, financial advice, tax advice, eviction advice, or strategy 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.

Deduction dispute status trace cleaning_label: unknown via cleaning_label=None compare=True damage_label: unknown via damage_label=None compare=True unpaid_rent_label: unknown via unpaid_rent_label=None compare=True itemized_statement: satisfied via itemized_statement=True compare=True refund_label: unknown via refund_label=None compare=True dispute_label: unknown via dispute_label=None compare=True

Summary

Deduction traces should expose labels and review gaps.

labels gaps review\text{labels gaps review}