Steward case

CASE-000128

Two plausible identities score within 0.1 of each other (0.84 vs 0.75).

OpenCheckpointckpt-run-mvfoap9e-50230workflow paused, state held

Side-by-side comparison

Incoming CLM-405093 against 2 candidate identities, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	CLMCLM-405093incoming	#1MBR-000385Valentina Alvarado 0.843 rec. Best evidence: NamePhoneAddress	#2MBR-043659Valentina Alvarado 0.751 rec. Best evidence: Name
Name	Valentina J Alvarado Alvarado, Valentina J	Valentina J Alvarado	Valentina Alvarado
Date of birth	1954-06-20 06/20/1954	1953-06-20	1953-06-20
Member ID	—	UHC-32928-11	—
SSN	— •••-••-null	•••-••-5447	—
Phone	2494603363 (249) 460-3363	2494603363	—
Email	—	valentina.alvarado63@outlook.com	—
Address	2353 Palm Dr	2353 Palm Dr	—
City / state / ZIP	Orlando, FL, 32831 Orlando, Florida, 32831	Orlando, FL, 32831	—
Group	GRP-1386	GRP-1386	GRP-1386
Plan	— N/A	OPTIONS-PPO	—
Sources, records	CLM1 record	ENR ×1CLM ×23 records	TPA ×11 record

Evidence detail

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

▶#1MBR-000385Valentina Alvarado0.84

Matched against CLM-405095, 4 fields compared, weighted score 0.842

Field	Similarity	Weight	Share	Note
Name	1.00	3	32%
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-106699Valenina Alvarado1953-06-20Rule 0.99
CLMCLM-405095Valentina Alvarado1953-06-20Scored 1.00
CLMCLM-405094Valentina Alvarado1953-06-20Scored 1.00

▶#2MBR-043659Valentina Alvarado0.75

Matched against TPA-52231, 2 fields compared, weighted score 0.750

Field	Similarity	Weight	Share	Note
Name	1.00	3	50%
Date of birth	0.50	3	50%	one_digit

Guard: noneConflicts: none

Records in this identity

TPATPA-52231Valentina Alvarado1953-06-20Single record 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:39b213a169a9
Escalated CLM-405093, top score 0.84, candidates MBR-000385, MBR-043659

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 Valentina AlvaradoMBR-000385, score 0.84, 3 recordsLinkLink to Valentina AlvaradoMBR-043659, score 0.75, 1 recordLinkConfirm as a distinct identityCLM-405093 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-50230
Stage: human_steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-032543
Opened: 2026-10-19 19:54:36
Top score: 0.84