Steward case

CASE-002976

Two plausible identities score within 0.1 of each other (0.75 vs 0.66).

OpenCheckpointckpt-run-mvfoap9e-91061workflow paused, state held

Side-by-side comparison

Incoming TPA-63182 against 2 candidate identities, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	TPATPA-63182incoming	#1MBR-014799Lauren Sullivan 0.754 rec. Best evidence: NameDate of birth	#2MBR-029123Gerald Sullivan 0.663 rec. Best evidence: Date of birth
Name	Lauren Sullivan	Lauren K Sullivan	Gerald P Sullivan
Date of birth	1938-07-08 08-07-1938	1938-07-08	1938-07-08
Member ID	— N/A	UHC-65196-52	UHC-32009-78
SSN	— •••-••-UNKNOWN	•••-••-8329	•••-••-9044
Phone	—	8249268872	4887059377
Email	— NULL	lauren.sullivan@proton.me	gerald.sullivan35@gmail.com
Address	1058 Spring St # 265 1058 Spring St #265	6489 Oak St	5553 Grand Ave Apt 2
City / state / ZIP	Miami, FL, 33158	Seattle, WA, 98189	Dallas, TX, 75264
Group	—	GRP-7325	GRP-3338
Plan	MEDICARE-ADV-B	MEDICARE-ADV-B	CHOICE-PLUS-PPO
Sources, records	TPA1 record	PRV ×2ENR ×1CLM ×14 records	CLM ×1PRV ×1ENR ×13 records

Evidence detail

How the scoring agent compared the incoming record to the record it matched inside each candidate

▶#1MBR-014799Lauren Sullivan0.75

Matched against PRV-28738, 3 fields compared, weighted score 0.750

Field	Similarity	Weight	Share	Note
Name	1.00	3	38%
Date of birth	1.00	3	38%	exact
Address	0.00	2	25%	different

Guard: noneConflicts: none

Records in this identity

PRVPRV-28738Lauren Sullivan1938-07-08Scored 1.00
ENRENR-139169Lauren Sullivan1938-07-08Scored 1.00
PRVPRV-28737Lauren Sullivan1938-07-08Scored 1.00
CLMCLM-429874Lauren Sullivan1938-07-08Scored 1.00

▶#2MBR-029123Gerald Sullivan0.66

Matched against CLM-401476, 3 fields compared, weighted score 0.658

Field	Similarity	Weight	Share	Note
Name	0.76	3	38%
Date of birth	1.00	3	38%	exact
Address	0.00	2	25%	different

Guard: noneConflicts: none

Records in this identity

CLMCLM-401476Gerald Sullivan1938-07-08Rule 0.99
PRVPRV-20460Gerald Sullivan1938-07-08Rule 0.99
ENRENR-101918Gerald Sullivan1938-07-08Rule 0.99

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:39980df4f084
Escalated TPA-63182, top score 0.75, candidates MBR-014799, MBR-029123

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

Link to Lauren SullivanMBR-014799, score 0.75, 4 recordsLinkLink to Gerald SullivanMBR-029123, score 0.66, 3 recordsLinkConfirm as a distinct identityTPA-63182 stays on its own golden identity, marked verified.New identityReject record (quarantine)The record's identity is quarantined; nothing downstream may act on it.Reject

Rationale *

At least 8 characters (0/8)

ActorJ. Okafor (Data Stewardship)

Choose an option

Checkpoint: ckpt-run-mvfoap9e-91061
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-044962
Opened: 2026-10-19 19:54:36
Top score: 0.75