Steward case

CASE-001347

Too few fields present at source to decide automatically.

OpenCheckpointckpt-run-mvfoap9e-53138workflow paused, state held

Side-by-side comparison

Incoming CLM-422773 against 2 candidate identities, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	CLMCLM-422773incoming	#1MBR-007834Jesse Cunningham 0.833 rec. Best evidence: NameAddress	#2MBR-004792Jesse Cunningham 0.603 rec. Best evidence: Name
Name	Jesse D Cunningham	Jesse D Cunningham	Jesse U Cunningham
Date of birth	— 1990-39-09	1993-09-09	1968-06-09
Member ID	—	UHC-75159-17	UHC-70677-45
SSN	— •••-••-N/A	•••-••-4443	•••-••-7583
Phone	—	3543974685	8137064995
Email	—	jesse.cunningham1@outlook.com	jesse.cunningham55@outlook.com
Address	9591 Palm Dr 9591 Palm Drive	9591 Palm Dr	7036 Grand Ave
City / state / ZIP	Tempe, AZ, 85211	Tempe, AZ, 85211	Tampa, FL, 33602
Group	GRP-6253	GRP-6253	GRP-6193
Plan	— null	CORE-HMO	MEDICARE-ADV-B
Sources, records	CLM1 record	PRV ×1ENR ×1CLM ×13 records	TPA ×2ENR ×13 records

Evidence detail

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

▶#1MBR-007834Jesse Cunningham0.83

Matched against PRV-26731, 2 fields compared, weighted score 0.830

Field	Similarity	Weight	Share	Note
Name	1.00	3	60%
Address	1.00	2	40%	exact

Guard: Too few fields to compareConflicts: none

Records in this identity

PRVPRV-26731Jesse Cunningham1993-09-09Rule 0.99
ENRENR-129803Jesse Cunningham1993-09-09Rule 0.99
CLMCLM-422774Jesse Cunningham1993-09-09Rule 0.99

▶#2MBR-004792Jesse Cunningham0.60

Matched against TPA-59450, 2 fields compared, weighted score 0.600

Field	Similarity	Weight	Share	Note
Name	1.00	3	60%
Address	0.00	2	40%	different

Guard: noneConflicts: none

Records in this identity

TPATPA-59450Jesse CunninghamScored 0.91
ENRENR-128155Jesse Cunningham1968-06-09Scored 1.00
TPATPA-59451Jesse Cunningham1968-06-09Scored 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:39ed64918ee2
Escalated CLM-422773, top score 0.83, candidates MBR-007834, MBR-004792

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 Jesse CunninghamMBR-007834, score 0.83, 3 recordsLinkLink to Jesse CunninghamMBR-004792, score 0.60, 3 recordsLinkConfirm as a distinct identityCLM-422773 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-53138
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-033647
Opened: 2026-10-19 19:54:36
Top score: 0.83