Steward case

CASE-001359

Two plausible identities score within 0.1 of each other (0.81 vs 0.75).

OpenCheckpointckpt-run-mvfoap9e-45611workflow paused, state held

Side-by-side comparison

Incoming CLM-404124 against 3 candidate identities, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	CLMCLM-404124incoming	#1MBR-012577Alberrt Kim 0.811 rec. Best evidence: NameAddress	#2MBR-004861Albert Kim 0.751 rec. Best evidence: Name	#3MBR-046100Albert Kim 0.751 rec. Best evidence: Name
Name	Albert Kim	Alberrt I Kim	Albert Kim	Albert I Kim
Date of birth	1988-09-03 19880903	1989-09-03	1989-09-03	1989-09-03
Member ID	UHC-21636-30	—	—	—
SSN	— •••-••-N/A	•••-••-6891	—	—
Phone	—	—	5537033885	—
Email	— null	—	—	—
Address	2264 Pine Dr	2264 Pine Dr	—	—
City / state / ZIP	Tucson, AZ, 85784 Tucson, Arizona, 85784	Tucson, AZ, 85784	—	—
Group	GRP-2596	—	GRP-2596	—
Plan	— -	—	NAVIGATE-HMO	—
Sources, records	CLM1 record	TPA ×11 record	CLM ×11 record	TPA ×11 record

Evidence detail

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

▶#1MBR-012577Alberrt Kim0.81

Matched against TPA-51787, 3 fields compared, weighted score 0.808

Field	Similarity	Weight	Share	Note
Name	0.99	3	38%
Date of birth	0.50	3	38%	one_digit
Address	1.00	2	25%	exact

Guard: noneConflicts: none

Records in this identity

TPATPA-51787Alberrt Kim1989-09-03Single record 1.00

▶#2MBR-004861Albert Kim0.75

Matched against CLM-404125, 2 fields compared, weighted score 0.750

Field	Similarity	Weight	Share	Note
Name	1.00	3	50%
Date of birth	0.50	3	50%	one_digit

Guard: noneConflicts: none

Records in this identity

CLMCLM-404125Albert Kim1989-09-03Single record 1.00

▶#3MBR-046100Albert Kim0.75

Matched against TPA-51788, 2 fields compared, weighted score 0.750

Field	Similarity	Weight	Share	Note
Name	1.00	3	50%
Date of birth	0.50	3	50%	one_digit

Guard: noneConflicts: none

Records in this identity

TPATPA-51788Albert Kim1989-09-03Single record 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:390eee7b040b
Escalated CLM-404124, top score 0.81, candidates MBR-012577, MBR-004861, MBR-046100

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 Alberrt KimMBR-012577, score 0.81, 1 recordLinkLink to Albert KimMBR-004861, score 0.75, 1 recordLinkLink to Albert KimMBR-046100, score 0.75, 1 recordLinkConfirm as a distinct identityCLM-404124 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-45611
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-030580
Opened: 2026-10-19 19:54:36
Top score: 0.81