Steward case

CASE-003673

Two plausible identities score within 0.1 of each other (0.84 vs 0.81).

OpenCheckpointckpt-run-mvfoap9e-49511workflow paused, state held

Side-by-side comparison

Incoming TPA-53636 against 2 candidate identities, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	TPATPA-53636incoming	#1MBR-044097Elizabeth Ramirez 0.841 rec. Best evidence: NameEmailAddress	#2MBR-024154Elizabeth Ramirez 0.811 rec. Best evidence: NameAddress
Name	Elizabeth Ramirez	Elizabeth Ramirez	Elizabeth Ramirez
Date of birth	2003-01-11	2001-01-11	2002-01-11
Member ID	—	UHC-37122-33	—
SSN	— •••-••-null	—	•••-••-4372
Phone	— NULL	—	4077875231
Email	elizabeth.ramirez@hotmail.com	elizabeth.ramirez@hotmail.com	—
Address	2787 Indian School Rd	2787 Indian School Rd	2787 Indian School Rd
City / state / ZIP	Austin, TX, 78741	Austin, TX, 78741	Austin, TX, 78741
Group	GRP-6176	—	GRP-6176
Plan	— null	—	CHOICE-PLUS-PPO
Sources, records	TPA1 record	TPA ×11 record	TPA ×11 record

Evidence detail

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

▶#1MBR-044097Elizabeth Ramirez0.84

Matched against TPA-53635, 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
Email	1.00	1.5	16%
Address	1.00	2	21%	exact

Guard: noneConflicts: none

Records in this identity

TPATPA-53635Elizabeth Ramirez2001-01-11Single record 1.00

▶#2MBR-024154Elizabeth Ramirez0.81

Matched against TPA-53637, 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-53637Elizabeth Ramirez2002-01-11Single record 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:39790ffbe56f
Escalated TPA-53636, top score 0.84, candidates MBR-044097, MBR-024154

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 Elizabeth RamirezMBR-044097, score 0.84, 1 recordLinkLink to Elizabeth RamirezMBR-024154, score 0.81, 1 recordLinkConfirm as a distinct identityTPA-53636 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-49511
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-032239
Opened: 2026-10-19 19:54:36
Top score: 0.84