Steward case

CASE-001841

Confidence 0.80 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvfoap9e-44942workflow paused, state held

Side-by-side comparison

Incoming TPA-63949 against 2 candidate identities, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	TPATPA-63949incoming	#1MBR-025545Sean Cunningham 0.801 rec. Best evidence: NamePhone	#2MBR-041778Cheryl Cunningham 0.643 rec. Best evidence: none ≥ 0.90
Name	Sean Cunningham Cunningham, Sean	Sean D Cunningham	Cheryl A Cunningham
Date of birth	1949-09-07	1948-09-07	1949-09-03
Member ID	— N/A	UHC-84508-19	UHC-44238-01
SSN	—	•••-••-2438	•••-••-1603
Phone	9739336958	9739336958	8229730775
Email	— UNKNOWN	sean.cunningham@icloud.com	cheryl.cunningham@aol.com
Address	— NULL	6245 Jefferson Ave	1762 Cedar Ln
City / state / ZIP	— UNKNOWN,	Houston, TX, 77057	Chandler, AZ, 85280
Group	—	GRP-4876	GRP-5586
Plan	— N/A	CORE-HMO	MEDICARE-ADV-A
Sources, records	TPA1 record	ENR ×11 record	TPA ×2ENR ×13 records

Evidence detail

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

▶#1MBR-025545Sean Cunningham0.80

Matched against ENR-141465, 3 fields compared, weighted score 0.800

Field	Similarity	Weight	Share	Note
Name	1.00	3	40%
Date of birth	0.50	3	40%	one_digit
Phone	1.00	1.5	20%

Guard: noneConflicts: none

Records in this identity

ENRENR-141465Sean Cunningham1948-09-07Single record 1.00

▶#2MBR-041778Cheryl Cunningham0.64

Matched against TPA-50658, 2 fields compared, weighted score 0.644

Field	Similarity	Weight	Share	Note
Name	0.79	3	50%
Date of birth	0.50	3	50%	one_digit

Guard: noneConflicts: none

Records in this identity

TPATPA-50658Cheryl Cunningham1949-09-03Rule 0.99
TPATPA-50659Cheryl Cunningham1949-09-03Rule 0.99
ENRENR-101967Cheryl Cunningham1949-09-03Rule 0.99

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:3917a442476f
Escalated TPA-63949, top score 0.80, candidates MBR-025545, MBR-041778

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 Sean CunninghamMBR-025545, score 0.80, 1 recordLinkLink to Cheryl CunninghamMBR-041778, score 0.64, 3 recordsLinkConfirm as a distinct identityTPA-63949 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-44942
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-030291
Opened: 2026-10-19 19:54:36
Top score: 0.80