Steward case

CASE-002438

Confidence 0.81 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvjj6udb-45535workflow paused, state held

Side-by-side comparison

Incoming TPA-54698 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	TPATPA-54698incoming	#1MBR-010533Evelyn Williams 0.815 rec. Best evidence: NameAddress
Name	Evelyn M Williams	Evelyn M Williams
Date of birth	2007-09-27	2008-09-27
Member ID	— NULL	UHC-96663-83
SSN	—	•••-••-0701
Phone	—	3604353854
Email	—	—
Address	8149 Bayshore Dr 8149 BAYSHORE DRIVE	8149 Bayshore Dr
City / state / ZIP	Tempe, AZ, 85270	Tempe, AZ, 85270
Group	— UNKNOWN	GRP-2594
Plan	—	MEDICARE-ADV-B
Sources, records	TPA1 record	CLM ×4TPA ×15 records

Evidence detail

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

▶#1MBR-010533Evelyn Williams0.81

Matched against TPA-54699, 3 fields compared, weighted score 0.813

Field	Similarity	Weight	Share	Note
Name	1.00	3	38%
Date of birth	0.50	3	38%	one_digit
Address	1.00	2	25%	exact

Guard: noneConflicts: none

Records in this identity

CLMCLM-410710Evelyn Williams2008-09-27Scored 1.00
TPATPA-54699Evelyn Williams2008-09-27Scored 1.00
CLMCLM-410711Evellyn Williams2008-09-27Scored 1.00
CLMCLM-410709Evelyn Williams2008-09-27Rule 0.99
CLMCLM-410708Evelyn Williams2008-09-27Rule 0.99

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-22 12:43:55785c9e4455
Escalated TPA-54698, top score 0.81, candidates MBR-010533

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 Evelyn WilliamsMBR-010533, score 0.81, 5 recordsLinkConfirm as a distinct identityTPA-54698 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-mvjj6udb-45535
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-030550
Opened: 2026-10-22 12:43:43
Top score: 0.81