Steward case

CASE-000079

Confidence 0.64 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvfoap9e-11351workflow paused, state held

Side-by-side comparison

Incoming TPA-57081 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	TPATPA-57081incoming	#1MBR-000224Gary Knight 0.644 rec. Best evidence: none ≥ 0.90
Name	Kimberly W Knight	Gary J Knight
Date of birth	1974-09-08	1974-09-02
Member ID	—	UHC-98151-65
SSN	— •••-••-null	•••-••-1118
Phone	8856346035 885-634-6035	6469559795
Email	—	—
Address	— UNKNOWN	2037 Camelback Rd
City / state / ZIP	— N/A	Sacramento, CA
Group	— UNKNOWN	GRP-5681
Plan	— UNKNOWN	MEDICARE-ADV-B
Sources, records	TPA1 record	CLM ×3ENR ×14 records

Evidence detail

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

▶#1MBR-000224Gary Knight0.64

Matched against CLM-424572, 2 fields compared, weighted score 0.642

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-424572Gary Knight1974-09-02Rule 0.99
CLMCLM-424573Gary Knight1974-09-02Rule 0.99
ENRENR-132112Gary Knight1974-09-02Rule 0.99
CLMCLM-424574Gary Knight1974-09-02Scored 0.94

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:3944f2a48a33
Escalated TPA-57081, top score 0.64, candidates MBR-000224

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 Gary KnightMBR-000224, score 0.64, 4 recordsLinkConfirm as a distinct identityTPA-57081 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-11351
Stage: human_steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-010001
Opened: 2026-10-19 19:54:36
Top score: 0.64