Steward case

CASE-000474

Two plausible identities score within 0.1 of each other (0.72 vs 0.68).

OpenCheckpointckpt-run-mvfoap9e-66696workflow paused, state held

Side-by-side comparison

Incoming PRV-27594 against 2 candidate identities, green agrees, red conflicts, raw bronze value shown beneath when normalisation changed it

Field	PRVPRV-27594incoming	#1MBR-022582Gary Kelly 0.725 rec. Best evidence: NameAddress	#2MBR-027624Maria Kelly 0.684 rec. Best evidence: none ≥ 0.90
Name	Gary Kelly	Gary N Kelly	Maria G Kelly
Date of birth	1970-12-25	1969-12-25	1970-02-25
Member ID	— -	UHC-44852-79	UHC-02887-02
SSN	— •••-••-N/A	•••-••-4634	•••-••-3884
Phone	— null	9005910574	7049041430
Email	— null	gary.kelly@hotmail.com	maria.kelly@outlook.com
Address	9565 Valley View Dr	9565 Valley View Dr	478 Spring St
City / state / ZIP	San Antonio, TX, 78237	San Antonio, TX, 78237	Minneapolis, MN, 55456
Group	— null	GRP-7586	GRP-5330
Plan	— NULL	CORE-HMO	CHOICE-PLUS-PPO
Sources, records	PRV1 record	CLM ×3ENR ×1TPA ×15 records	CLM ×2TPA ×1ENR ×14 records

Evidence detail

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

▶#1MBR-022582Gary Kelly0.72

Matched against CLM-425809, 3 fields compared, weighted score 0.719

Field	Similarity	Weight	Share	Note
Name	1.00	3	38%
Date of birth	0.25	3	38%	month_day
Address	1.00	2	25%	exact

Guard: noneConflicts: none

Records in this identity

CLMCLM-425809Gary Kelly1969-12-25Scored 1.00
ENRENR-133750Gary Kelly1969-12-25Scored 1.00
TPATPA-61398Gary Kelly1969-12-25Scored 1.00
CLMCLM-425808Gary Kelly1969-12-25Scored 1.00
CLMCLM-425810Gary Kelly1969-12-25Rule 0.99

▶#2MBR-027624Maria Kelly0.68

Matched against CLM-411134, 2 fields compared, weighted score 0.677

Field	Similarity	Weight	Share	Note
Name	0.85	3	50%
Date of birth	0.50	3	50%	one_digit

Guard: noneConflicts: none

Records in this identity

CLMCLM-411135Maria Kelly1970-02-25Scored 1.00
CLMCLM-411134Maria Kelly1970-02-25Rule 0.99
TPATPA-54873Maria Kelly1970-02-25Scored 1.00
ENRENR-114643Maria Kelly1970-02-25Rule 0.99

Case audit

Every transition on this case, sealed into the hash chain

Steward case openedEscalation agent2026-10-19 19:54:39d26b8e4d3a
Escalated PRV-27594, top score 0.72, candidates MBR-022582, MBR-027624

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 Gary KellyMBR-022582, score 0.72, 5 recordsLinkLink to Maria KellyMBR-027624, score 0.68, 4 recordsLinkConfirm as a distinct identityPRV-27594 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-66696
Stage: Human steward
Policy version: v1, threshold 0.85, floor 0.6
Provisional identity: MBR-038482
Opened: 2026-10-19 19:54:36
Top score: 0.72