CASE-001932

Confidence 0.79 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvjj6udb-40991workflow paused, state held

Side-by-side comparison

Incoming CLM-417399 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	CLMCLM-417399incoming	#1MBR-045390Aaron Johnston 0.791 rec. Best evidence: NameDate of birthEmail
Name	Aaron Johnston	Aaron Johnston
Date of birth	1960-02-27	1960-02-27
Member ID	— UNKNOWN	UHC-55586-83
SSN	—	•••-••-2607
Phone	— N/A	3288759486
Email	aaron.johnston@proton.me	aaron.johnston@proton.me
Address	8475 Camelback Rd 8475 Camelback Road	7211 Maple Ave
City / state / ZIP	Houston, TX, 77012	Los Angeles, CA, 90066
Group	— -	GRP-2222
Plan	CORE-HMO	CORE-HMO
Sources, records	CLM1 record	ENR ×11 record

Evidence detail

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

▶#1MBR-045390Aaron Johnston0.79

Matched against ENR-122929, 4 fields compared, weighted score 0.789

Field	Similarity	Weight	Share	Note
Name	1.00	3	32%
Date of birth	1.00	3	32%	exact
Email	1.00	1.5	16%
Address	0.00	2	21%	different

Guard: noneConflicts: none

Records in this identity

ENRENR-122929Aaron Johnston1960-02-27Single record 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-22 12:43:55990d860137
Escalated CLM-417399, top score 0.79, candidates MBR-045390

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 Aaron JohnstonMBR-045390, score 0.79, 1 recordLinkConfirm as a distinct identityCLM-417399 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-mvjj6udb-40991
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-028471
Opened: 2026-10-22 12:43:43
Top score: 0.79