Steward case

CASE-003109

Confidence 0.84 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvfoap9e-29376workflow paused, state held

Side-by-side comparison

Incoming TPA-59559 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	TPATPA-59559incoming	#1MBR-016031Laura Bennett 0.843 rec. Best evidence: NamePhoneAddress
Name	Laura Bennett Bennett, Laura	Laura H Bennett
Date of birth	1964-02-07	1963-02-07
Member ID	— -	UHC-69098-58
SSN	— •••-••-null	•••-••-6744
Phone	7307201192 +1 730 720 1192	7307201192
Email	—	laura.bennett78@yahoo.com
Address	3622 Desert Sky Blvd 3622 DESERT SKY BOULEVARD	3622 Desert Sky Blvd
City / state / ZIP	Dallas, TX, 75238	Dallas, TX, 75238
Group	GRP-3257	GRP-3257
Plan	— null	MEDICARE-ADV-A
Sources, records	TPA1 record	ENR ×2CLM ×13 records

Evidence detail

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

▶#1MBR-016031Laura Bennett0.84

Matched against ENR-128488, 4 fields compared, weighted score 0.842

Field	Similarity	Weight	Share	Note
Name	1.00	3	32%
Date of birth	0.50	3	32%	one_digit
Phone	1.00	1.5	16%
Address	1.00	2	21%	exact

Guard: noneConflicts: none

Records in this identity

ENRENR-128488Laura Bennett1963-02-07Scored 1.00
CLMCLM-421764Laura Bennett1963-02-07Scored 1.00
ENRENR-128487Laura Bennett1963-02-07Scored 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:39cb13cbb6b7
Escalated TPA-59559, top score 0.84, candidates MBR-016031

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 Laura BennettMBR-016031, score 0.84, 3 recordsLinkConfirm as a distinct identityTPA-59559 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-29376
Stage: human_steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-022395
Opened: 2026-10-19 19:54:36
Top score: 0.84