Steward case

CASE-003783

Confidence 0.79 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvfoap9e-36321workflow paused, state held

Side-by-side comparison

Incoming PRV-23831 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	PRVPRV-23831incoming	#1MBR-045735Karen Barnes 0.791 rec. Best evidence: NameDate of birthPhone
Name	Karen K Barnes	Karen Barnes
Date of birth	1993-08-22 19930822	1993-08-22
Member ID	— N/A	UHC-87810-76
SSN	—	•••-••-3395
Phone	4935402982 (493) 540-2982	4935402982
Email	— -	—
Address	8434 Elm St 8434 Elm Street	1542 Valley View Dr
City / state / ZIP	Denver, CO, 80299	Eden Prairie, MN, 55318
Group	—	—
Plan	— N/A	MEDICARE-ADV-A
Sources, records	PRV1 record	CLM ×11 record

Evidence detail

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

▶#1MBR-045735Karen Barnes0.79

Matched against CLM-413203, 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
Phone	1.00	1.5	16%
Address	0.00	2	21%	different

Guard: noneConflicts: none

Records in this identity

CLMCLM-413203Karen Barnes1993-08-22Single record 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:39d8414e4a48
Escalated PRV-23831, top score 0.79, candidates MBR-045735

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 Karen BarnesMBR-045735, score 0.79, 1 recordLinkConfirm as a distinct identityPRV-23831 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-36321
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-026186
Opened: 2026-10-19 19:54:36
Top score: 0.79