Steward case

CASE-003642

Confidence 0.84 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvfoap9e-32062workflow paused, state held

Side-by-side comparison

Incoming CLM-430459 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	CLMCLM-430459incoming	#1MBR-025667Benjamin Ferguson 0.843 rec. Best evidence: NamePhoneAddress
Name	Ben Ferguson	Benjamin J Ferguson
Date of birth	1947-02-20 02/20/1947	1948-02-20
Member ID	— N/A	UHC-50436-75
SSN	— •••-••--	•••-••-8085
Phone	5282323565 15282323565	5282323565
Email	—	benjamin.ferguson68@proton.me
Address	6269 Willow Ct 6269 Willow Court	6269 Willow Ct
City / state / ZIP	Eden Prairie, MN, 55325 Eden Prairie, Minnesota, 55325	Eden Prairie, MN, 55325
Group	GRP-8177	GRP-8177
Plan	—	MEDICARE-ADV-A
Sources, records	CLM1 record	ENR ×1CLM ×23 records

Evidence detail

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

▶#1MBR-025667Benjamin Ferguson0.84

Matched against ENR-139984, 4 fields compared, weighted score 0.842

Field	Similarity	Weight	Share	Note
Name	1.00	3	32%	nickname
Date of birth	0.50	3	32%	one_digit
Phone	1.00	1.5	16%
Address	1.00	2	21%	exact

Guard: noneConflicts: none

Records in this identity

ENRENR-139984Benjamin Ferguson1948-02-20Scored 1.00
CLMCLM-430457Benjamin Ferguson1948-02-20Scored 1.00
CLMCLM-430458Benjamin FergusonScored 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:39a0eb66cd6a
Escalated CLM-430459, top score 0.84, candidates MBR-025667

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 Benjamin FergusonMBR-025667, score 0.84, 3 recordsLinkConfirm as a distinct identityCLM-430459 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-32062
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-023922
Opened: 2026-10-19 19:54:36
Top score: 0.84