Steward case

CASE-001516

Confidence 0.64 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvjj6udb-76678workflow paused, state held

Side-by-side comparison

Incoming TPA-61628 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	TPATPA-61628incoming	#1MBR-010533Evelyn Williams 0.645 rec. Best evidence: none ≥ 0.90
Name	Jmaes Williams	Evelyn M Williams
Date of birth	2008-09-26 09/26/2008	2008-09-27
Member ID	— null	UHC-96663-83
SSN	— •••-••-UNKNOWN	•••-••-0701
Phone	— N/A	3604353854
Email	james.williams65@aol.com	—
Address	7942 Central Ave	8149 Bayshore Dr
City / state / ZIP	Austin, TX, 78790	Tempe, AZ, 85270
Group	— null	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 Williams0.64

Matched against CLM-410710, 2 fields compared, weighted score 0.641

Field	Similarity	Weight	Share	Note
Name	0.78	3	50%
Date of birth	0.50	3	50%	one_digit

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 12:43:554864bf46a0
Escalated TPA-61628, top score 0.64, 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 0.64, 5 recordsLinkConfirm as a distinct identityTPA-61628 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-76678
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-041436
Opened: 2026-10-22 12:43:43
Top score: 0.64