Steward case

CASE-003684

Two plausible identities score within 0.1 of each other (0.82 vs 0.80).

OpenCheckpointckpt-run-mvfoap9e-56197workflow paused, state held

Side-by-side comparison

Incoming CLM-400096 against 2 candidate identities, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	CLMCLM-400096incoming	#1MBR-024290Cooper Justin 0.822 rec. Best evidence: NamePhone	#2MBR-034726Justin Cooper 0.801 rec. Best evidence: Name
Name	Justin Cooper	Cooper Justin	Justin Cooper
Date of birth	1918-03-12	1981-03-12	1981-03-12
Member ID	— null	UHC-22998-79	—
SSN	— •••-••-UNKNOWN	—	•••-••-7962
Phone	6082977035 (608) 297-7035	6082977035	—
Email	—	—	—
Address	— -	2254 Sunset Blvd	2254 Sunset Blvd
City / state / ZIP	— -, NULL, -	Gilbert, AZ, 85212	Gilbert, AZ, 85212
Group	—	GRP-0502	—
Plan	—	SELECT-EPO	—
Sources, records	CLM1 record	ENR ×1CLM ×12 records	CLM ×11 record

Evidence detail

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

▶#1MBR-024290Cooper Justin0.82

Matched against ENR-100139, 3 fields compared, weighted score 0.820

Field	Similarity	Weight	Share	Note
Name	0.95	3	40%	swapped
Date of birth	0.60	3	40%	transposition
Phone	1.00	1.5	20%

Guard: noneConflicts: none

Records in this identity

ENRENR-100139Cooper Justin1981-03-12Scored 1.00
CLMCLM-400095Cooper Justin1981-03-12Scored 1.00

▶#2MBR-034726Justin Cooper0.80

Matched against CLM-400097, 2 fields compared, weighted score 0.800

Field	Similarity	Weight	Share	Note
Name	1.00	3	50%
Date of birth	0.60	3	50%	transposition

Guard: noneConflicts: none

Records in this identity

CLMCLM-400097Justin Cooper1981-03-12Single record 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:39337ed2a5ba
Escalated CLM-400096, top score 0.82, candidates MBR-024290, MBR-034726

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 Cooper JustinMBR-024290, score 0.82, 2 recordsLinkLink to Justin CooperMBR-034726, score 0.80, 1 recordLinkConfirm as a distinct identityCLM-400096 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-56197
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-034820
Opened: 2026-10-19 19:54:36
Top score: 0.82