CASE-001991

Confidence 0.75 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvfoap9e-40836workflow paused, state held

Side-by-side comparison

Incoming TPA-61078 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	TPATPA-61078incoming	#1MBR-041622Madison Black 0.751 rec. Best evidence: NameDate of birth
Name	Madison Black	Madison X Black
Date of birth	1995-03-09 19950309	1995-03-09
Member ID	— N/A	UHC-35572-95
SSN	— •••-••-UNKNOWN	•••-••-9613
Phone	— 5917094	8075917094
Email	—	madison.black15@aol.com
Address	5866 Sunset Blvd	5149 Valley View Dr
City / state / ZIP	Tucson, AZ, 85747	Atlanta, GA, 30303
Group	—	GRP-2788
Plan	— null	MEDICARE-ADV-A
Sources, records	TPA1 record	ENR ×11 record

Evidence detail

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

▶#1MBR-041622Madison Black0.75

Matched against ENR-132837, 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

ENRENR-132837Madison Black1995-03-09Single record 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:394dd38e4b7a
Escalated TPA-61078, top score 0.75, candidates MBR-041622

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 Madison BlackMBR-041622, score 0.75, 1 recordLinkConfirm as a distinct identityTPA-61078 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-40836
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-028388
Opened: 2026-10-19 19:54:36
Top score: 0.75