Steward case

CASE-000285

Confidence 0.81 is below the policy threshold 0.85.

OpenCheckpointckpt-run-mvfoap9e-78831workflow paused, state held

Side-by-side comparison

Incoming TPA-54702 against 2 candidate identities, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	TPATPA-54702incoming	#1MBR-001851Ahmed Jacobs 0.813 rec. Best evidence: NameAddress	#2MBR-000828Mary Jacobs 0.674 rec. Best evidence: Date of birth
Name	Ahmed Jacobs	Ahmed D Jacobs	Mary Jacobs
Date of birth	1983-06-07	1982-06-07	1983-06-07
Member ID	— N/A	UHC-99057-32	UHC-68644-16
SSN	—	•••-••-0651	•••-••-1043
Phone	— null	9026572813	9477326548
Email	— -	ahmed.jacobs95@icloud.com	mary.jacobs@yahoo.com
Address	1326 Lincoln Way	1326 Lincoln Way	4376 Elm St
City / state / ZIP	Plano, TX, 75070	Plano, TX, 75070	San Antonio, TX, 78234
Group	— NULL	GRP-5060	GRP-3048
Plan	— null	SELECT-EPO	MEDICARE-ADV-B
Sources, records	TPA1 record	CLM ×1ENR ×1PRV ×13 records	ENR ×2CLM ×1TPA ×14 records

Evidence detail

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

▶#1MBR-001851Ahmed Jacobs0.81

Matched against CLM-410716, 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

CLMCLM-410716Ahmed Jacobs1982-06-07Rule 0.99
ENRENR-114060Ahmed Jacobs1982-06-07Rule 0.99
PRVPRV-23091Ahmed Jacobs1982-06-07Rule 0.99

▶#2MBR-000828Mary Jacobs0.67

Matched against ENR-117718, 3 fields compared, weighted score 0.673

Field	Similarity	Weight	Share	Note
Name	0.79	3	38%
Date of birth	1.00	3	38%	exact
Address	0.00	2	25%	different

Guard: noneConflicts: none

Records in this identity

ENRENR-117718Mary Jacobs1983-06-07Scored 1.00
CLMCLM-413512Mary Jacobs1983-06-07Scored 1.00
ENRENR-117719Mary Jacobs1983-06-07Scored 1.00
TPATPA-55944Mary Jacobs1983-06-07Scored 1.00

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:398ab55dbe26
Escalated TPA-54702, top score 0.81, candidates MBR-001851, MBR-000828

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 Ahmed JacobsMBR-001851, score 0.81, 3 recordsLinkLink to Mary JacobsMBR-000828, score 0.67, 4 recordsLinkConfirm as a distinct identityTPA-54702 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-78831
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-042005
Opened: 2026-10-19 19:54:36
Top score: 0.81