R. Okafor — prompt to ChatGPT (personal)
Jul 31, 2026 at 10:27 AM · Week 8 · event 171e6ab9-df41-4fbb-b443-22366cda9399Does this credit memo support the rating? Borrower Rosalind Okonjo, Kettering-Freight Systems, fixed-charge coverage 1.53x.
proved by a checksum or a format rule · matched by a pattern, which is a shape, or by the taxonomy or the institution’s dictionary, which are vocabulary markers — neither is a proof
| Data class | Offsets | Proof | Detector |
|---|---|---|---|
| Credit Memos | 10–21 | taxonomy — vocabulary markers, not a proof · “credit memo” | tax-credit-memo |
| Member PII | 51–66 | pattern match — a shape, not a proof | cmb-member-pii |
One span here is seeded, not re-derived. 51–66 — the name is proven at that offset by the engine’s own name rule, and the identifier pairing that makes it Member PII is seeded rather than re-derived: this excerpt carries no identifier for the combination rule to pair with. The span is counted in every figure on this console; what it is not is a chain an examiner can replay end to end, which is why the evidence package prints only chains that reproduce exactly.
- captured Jul 31, 2026 at 10:27 AMR. Okafor (Commercial lender, Commercial Lending) — prompt to ChatGPT (personal).
- classified Jul 31, 2026 at 10:27 AM2 spans in credit_memos, member_pii; proof recorded on each span.
- decided Jul 31, 2026 at 10:27 AMwarn under policy v4, from the member_pii cell for the lending role group.
- redirected Jul 31, 2026 at 10:27 AMUser accepted the coach card and took the question to the AIOS Assistant instead.
The same chain in JSON: /api/v1/events?id=171e6ab9…
136 events matching R. Okafor
Jun 8 – Aug 14, 2026. Every row drills to the full provenance chain, and every state on this page — filters, page and drill alike — is a URL you can paste to a colleague. The same query as JSON: /api/v1/events?actor=p-okafor| When | Who | Channel · destination | Classes | Decision | Outcome | |
|---|---|---|---|---|---|---|
| Aug 6, 2026 at 11:02 AMWeek 9 | R. OkaforCommercial Lending | pasteMicrosoft Copilot (consumer) | Account Numbers | Tokenizev5 | — | Chain |
| Aug 6, 2026 at 10:54 AMWeek 9 | R. OkaforCommercial Lending | promptGemini Advanced | Member PII, Account Numbers | Redactv5 | — | Chain |
| Aug 5, 2026 at 4:31 PMWeek 9 | R. OkaforCommercial Lending | promptClaude.ai (personal) | Loan Files, Member PII | Redactv5 | — | Chain |
| Aug 5, 2026 at 3:15 PMWeek 9 | R. OkaforCommercial Lending | promptClaude.ai (personal) | Credit Memos, Member PII | Redactv5 | —true positive | Chain |
| Aug 5, 2026 at 2:11 PMWeek 9 | R. OkaforCommercial Lending | promptClaude.ai (personal) | Member PII | Redactv5 | — | Chain |
| Aug 5, 2026 at 1:30 PMWeek 9 | R. OkaforCommercial Lending | promptChatGPT (personal) | Loan Files, Member PII | Redactv5 | — | Chain |
| Aug 5, 2026 at 11:03 AMWeek 9 | R. OkaforCommercial Lending | pasteClaude.ai (personal) | Member PII | Redactv5 | — | Chain |
| Aug 5, 2026 at 10:18 AMWeek 9 | R. OkaforCommercial Lending | pasteChatGPT (personal) | Member PII, SSN / Tax ID, Account Numbers | Redactv5 | — | Chain |
| Aug 5, 2026 at 9:49 AMWeek 9 | R. OkaforCommercial Lending | pasteChatGPT (personal) | Member PII, Account Numbers | Redactv5 | —true positive | Chain |
| Aug 4, 2026 at 5:54 PMWeek 9 | R. OkaforCommercial Lending | uploadClaude.ai (personal) | Loan Files, Member PII | Redactv5 | — | Chain |
| Aug 4, 2026 at 2:51 PMWeek 9 | R. OkaforCommercial Lending | uploadClaude.ai (personal) | Loan Files, Member PII | Redactv5 | — | Chain |
| Aug 3, 2026 at 5:48 PMWeek 9 | R. OkaforCommercial Lending | pasteGemini Advanced | Account Numbers | Tokenizev5 | — | Chain |
| Aug 3, 2026 at 2:46 PMWeek 9 | R. OkaforCommercial Lending | promptClaude.ai (personal) | Member PII | Redactv5 | — | Chain |
| Aug 3, 2026 at 2:11 PMWeek 9 | R. OkaforCommercial Lending | pasteClaude.ai (personal) | Loan Files, Member PII | Redactv5 | — | Chain |
| Aug 3, 2026 at 10:59 AMWeek 9 | R. OkaforCommercial Lending | promptChatGPT (personal) | Loan Files, Member PII | Redactv5 | — | Chain |
| Aug 3, 2026 at 9:48 AMWeek 9 | R. OkaforCommercial Lending | pasteClaude.ai (personal) | Account Numbers, Member PII | Redactv5 | — | Chain |
| Jul 31, 2026 at 10:27 AMWeek 8 | R. OkaforCommercial Lending | promptChatGPT (personal) | Credit Memos, Member PII | Warnv4 | redirected | Chain |
| Jul 31, 2026 at 9:56 AMWeek 8 | R. OkaforCommercial Lending | pasteClaude.ai (personal) | Member PII, SSN / Tax ID, Account Numbers | Warnv4 | transformedtrue positive | Chain |
| Jul 31, 2026 at 9:27 AMWeek 8 | R. OkaforCommercial Lending | pasteChatGPT (personal) | Loan Files, Member PII | Warnv4 | redirected | Chain |
| Jul 31, 2026 at 8:07 AMWeek 8 | R. OkaforCommercial Lending | promptClaude.ai (personal) | Credit Memos, Member PII | Warnv4 | overridden | Chain |
| Jul 30, 2026 at 4:24 PMWeek 8 | R. OkaforCommercial Lending | pasteClaude.ai (personal) | Member PII, SSN / Tax ID, Account Numbers | Warnv4 | abandoned | Chain |
| Jul 30, 2026 at 9:16 AMWeek 8 | R. OkaforCommercial Lending | pasteGemini Advanced | Account Numbers, Member PII | Warnv4 | transformed | Chain |
| Jul 29, 2026 at 4:14 PMWeek 8 | R. OkaforCommercial Lending | promptChatGPT (personal) | Member PII, SSN / Tax ID, Account Numbers | Warnv4 | overridden | Chain |
| Jul 29, 2026 at 10:22 AMWeek 8 | R. OkaforCommercial Lending | pasteChatGPT (personal) | SSN / Tax ID | Warnv4 | redirected | Chain |
| Jul 29, 2026 at 8:17 AMWeek 8 | R. OkaforCommercial Lending | promptPerplexity | Loan Files, Member PII | Warnv4 | redirected | Chain |