Research audit rows preserve the sequence of source-explorer events. Honesty note: simplified toy source-explorer model, corpus-light with no neochart dependency; the pinned first step carries the full honesty note.

highlighted = computed this step

Source explorer honesty note

Honesty note: simplified toy source-explorer model; corpus-light and no neochart dependency; jurisdictions and authority treatment vary; as of June 24, 2026; not legal advice; code encodes a stated review workflow, not the law itself.

source explorer as of June24,2026\text{source explorer as of }June 24, 2026

Use an ordered audit log

The stated process records source-explorer events in order: query, lookup, scope filter, opened record, and human review.

ordered event rows\text{ordered event rows}

Example audit packet

The toy audit trail stores each event as a row instead of replacing it with a final answer.

event rows before answer\text{event rows before answer}

The flow recomputes event order

The procedure flow has 5 event rows and 4 order edges.

event rows=5,order edges=4\text{event rows}=5,\quad \text{order edges}=4

Diagram note

The diagram is an audit route. It shows event order, not a source evaluation.

audit order only\text{audit order only}

Jurisdiction: US; as of 2026-06-24; not legal advice; Code encodes a stated review workflow, not the law itself.

Research audit logResearch audit logscope: US classroom source explorer model | Audit log model | as of 2026-06-24Simplified toy source-explorer model; corpus-light and no neochart dependency; jurisdictions and authority treatment vary; not legal advice; code encodes a stated review workflow, not the law itself.event 1event 2event 3event 4Query rowrole start r0 in0 out1 reach4Lookup rowrole step r1 in1 out1 reach3Scope filter rowrole step r2 in1 out1 reach2Opened record rowrole step r3 in1 out1 reach1Human review rowrole terminal r4 in1 out0 reach0SCC: scc4:query; scc3:lookup; scc2:filter; scc1:open; scc0:review

Summary

Audit logs should preserve query, lookup, filter, opened-record, and review events for later human review.

audit then review\text{audit then review}