Steward case

CASE-004303

Confidence 0.81 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvfoap9e-81759workflow paused, state held

Side-by-side comparison

Incoming CLM-409267 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	CLMCLM-409267incoming	#1MBR-020564Hiroshi Miller 0.813 rec. Best evidence: NameAddress
Name	Hiroshi Miller Miller, Hiroshi	Hiroshi Miller
Date of birth	1979-09-12	1978-09-12
Member ID	— N/A	UHC-76081-36
SSN	— •••-••-UNKNOWN	•••-••-0228
Phone	—	3129186501
Email	—	—
Address	8858 Sage Ct 8858 Sage Court	8858 Sage Ct
City / state / ZIP	Gilbert, AZ, 85263	Gilbert, AZ, 85263
Group	GRP-7791	—
Plan	NAVIGATE-HMO	NAVIGATE-HMO
Sources, records	CLM1 record	TPA ×1PRV ×1CLM ×13 records

Evidence detail

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

▶#1MBR-020564Hiroshi Miller0.81

Matched against PRV-22708, 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

TPATPA-54025Hiroshhi Mliler1978-09-12Rule 0.99
PRVPRV-22708Hiroshi Miller1978-09-12Scored 1.00
CLMCLM-409268Hiroshi Miller1978-09-12Scored 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:3922d5063f70
Escalated CLM-409267, top score 0.81, candidates MBR-020564

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 Hiroshi MillerMBR-020564, score 0.81, 3 recordsLinkConfirm as a distinct identityCLM-409267 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-81759
Stage: human_steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-042754
Opened: 2026-10-19 19:54:36
Top score: 0.81