Steward case
CASE-003827
Two plausible identities score within 0.1 of each other (0.72 vs 0.63).
OpenCheckpointckpt-run-mvfoap9e-96738workflow paused, state held
Side-by-side comparison
Incoming TPA-62101 against 2 candidate identities, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it
| Field | TPATPA-62101incoming | ||
|---|---|---|---|
| Name | Justin Ruiz Ruiz, Justin | Justin Ruiz | Justin Ruiz |
| Date of birth | 1980-04-22 | 1979-04-22 | 1979-04-22 |
| Member ID | — N/A | — | — |
| SSN | — | — | •••-••-8194 |
| Phone | 2867171441 (286) 717-1441 | — | — |
| — | — | — | |
| Address | 6445 Jefferson Ave 6445 Jefferson Avenue | 6445 Jefferson Ave Apt 32 | — |
| City / state / ZIP | Austin, TX, 78715 | Austin, TX, 78715 | — |
| Group | GRP-5991 | GRP-5991 | — |
| Plan | CORE-HMO | — | CORE-HMO |
| Sources, records | TPA1 record | CLM ×11 record | CLM ×11 record |
Evidence detail
How the scoring agent compared the incoming record to the record it matched inside each candidate
▶#1MBR-043474Justin Ruiz0.72
Matched against CLM-427395, 3 fields compared, weighted score 0.719
| Field | Similarity | Weight | Share | Note |
|---|---|---|---|---|
| Name | 1.00 | 3 | 38% | |
| Date of birth | 0.25 | 3 | 38% | month_day |
| Address | 1.00 | 2 | 25% | exact |
Guard: noneConflicts: none
Records in this identity
- CLMCLM-427395Justin Ruiz1979-04-22Single record 1.00
▶#2MBR-027239Justin Ruiz0.63
Matched against CLM-427396, 2 fields compared, weighted score 0.625
| Field | Similarity | Weight | Share | Note |
|---|---|---|---|---|
| Name | 1.00 | 3 | 50% | |
| Date of birth | 0.25 | 3 | 50% | month_day |
Guard: noneConflicts: none
Records in this identity
- CLMCLM-427396Justin Ruiz1979-04-22Single record 1.00
Case audit
Every transition on this case, sealed into the hash chain
- Steward case openedEscalation agent2026-10-19 19:54:39f9d5287c8fEscalated TPA-62101, top score 0.72, candidates MBR-043474, MBR-027239
AI recommendation
Advisory only; the steward decides
The model can read the same side-by-side evidence and suggest link, new or reject with a rationale. It never decides.
Steward decision
Recording a decision resumes the paused workflow and updates the graph immediately
Decision
At least 8 characters (0/8)
ActorJ. Okafor (Data Stewardship)
Choose an option
- Checkpoint
- ckpt-run-mvfoap9e-96738
- Stage
- Human steward
- Policy version
- v1, threshold 0.85, floor 0.6
- Provisional identity
- MBR-046197
- Opened
- 2026-10-19 19:54:36
- Top score
- 0.72