Steward case

CASE-000880

Confidence 0.72 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvfoap9e-76979workflow paused, state held

Side-by-side comparison

Incoming CLM-430760 against 1 candidate identity, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	CLMCLM-430760incoming	#1MBR-002876Marilyn Aguilar 0.726 rec. Best evidence: none ≥ 0.90
Name	Paul Aguilar Aguilar, Paul	Marilyn K Aguilar
Date of birth	1977-02-06	1977-06-02
Member ID	UHC-80837-07	UHC-97377-90
SSN	— •••-••-N/A	•••-••-4653
Phone	8348062036	2763483797
Email	—	marilyn.aguilar70@hotmail.com
Address	1823 Willow Ct 1823 WILLOW COURT	3638 Bayshore Dr
City / state / ZIP	Denver, CO, 80265	Dallas, TX, 75200
Group	— null	GRP-8608
Plan	—	SELECT-EPO
Sources, records	CLM1 record	ENR ×1CLM ×4PRV ×16 records

Evidence detail

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

▶#1MBR-002876Marilyn Aguilar0.72

Matched against CLM-405180, 2 fields compared, weighted score 0.719

Field	Similarity	Weight	Share	Note
Name	0.84	3	50%
Date of birth	0.60	3	50%	transposition

Guard: noneConflicts: none

Records in this identity

ENRENR-106792Marilyn Aguilar1977-06-02Rule 0.99
CLMCLM-405179Marilyn Aguilar1977-06-02Scored 1.00
CLMCLM-405180Marilyn Aguilar1977-06-02Rule 0.97
CLMCLM-405181Marilyn Aguilar1977-06-02Rule 0.97
CLMCLM-405182Marilyn Aguilar1977-06-02Rule 0.99
PRVPRV-21507Marilyn Aguilar1977-06-02Scored 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:39829ea5d227
Escalated CLM-430760, top score 0.72, candidates MBR-002876

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 Marilyn AguilarMBR-002876, score 0.72, 6 recordsLinkConfirm as a distinct identityCLM-430760 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-76979
Stage: human_steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-041517
Opened: 2026-10-19 19:54:36
Top score: 0.72