Steward case

CASE-002811

Confidence 0.81 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvjj6udb-92340workflow paused, state held

Side-by-side comparison

Incoming TPA-56331 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	TPATPA-56331incoming	#1MBR-027601William Parker 0.812 rec. Best evidence: NameAddress
Name	Billy Parkeer	William F Parker
Date of birth	1967-06-08	1968-06-08
Member ID	— NULL	UHC-63319-50
SSN	—	—
Phone	— -	—
Email	—	—
Address	6710 Maple Ave 6710 Maple Avenue	6710 Maple Ave
City / state / ZIP	Mesa, AZ, 85220	Mesa, AZ, 85220
Group	—	GRP-8569
Plan	—	MEDICARE-ADV-A
Sources, records	TPA1 record	CLM ×22 records

Evidence detail

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

▶#1MBR-027601William Parker0.81

Matched against CLM-414346, 3 fields compared, weighted score 0.806

Field	Similarity	Weight	Share	Note
Name	0.98	3	38%	nickname
Date of birth	0.50	3	38%	one_digit
Address	1.00	2	25%	exact

Guard: noneConflicts: none

Records in this identity

CLMCLM-414345William Parker1968-06-08Rule 0.99
CLMCLM-414346William Parker1968-06-08Rule 0.99

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-22 12:43:553dfd109db8
Escalated TPA-56331, top score 0.81, candidates MBR-027601

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 William ParkerMBR-027601, score 0.81, 2 recordsLinkConfirm as a distinct identityTPA-56331 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-92340
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-045252
Opened: 2026-10-22 12:43:43
Top score: 0.81