Identities/MBR-010750

Gold, golden identity

Gary L Miller

5 source records from 3 feeds.

MBR-010750Verified5 records

Golden record

Source priority ENR > PRV > CLM > TPA; most recent value for phone, email, address_line1, city, state, zip

First nameENR: Gary
Middle nameENR: L
Last nameENR: Miller
Date of birthENR: 1993-04-20
GenderENR: F
Member IDENR: UHC-58590-92
SSNENR: •••-••-3951
PhoneENR: 2112920633
EmailENR: gary.miller@gmail.com
AddressENR: 6416 Harbor Blvd
CityENR: Los Angeles
StateENR: CA
ZIPENR: 90038
GroupENR: GRP-2490
PlanENR: CORE-HMO

Min confidence

0.99

Sources

ENR ×2CLM ×2PRV ×1

Updated

2026-10-22 12:43:43

run-mvjj6udb

Identity graph

Source records linked to this identity and the confidence of each link

Golden identityEnrollmentClaimsProvider networkThird-party administratorAuto link (at or above 0.85)Below thresholdSteward link

Linked source records

Silver values for each record in the cluster, and how it was attached

Record	Source	Received	Name	DOB	Member ID	Phone	Address	Method	Confidence	Rule
ENR-117440	ENR	2026-02-05	Gary Millerflagged	1993-04-20	UHC-58590-92	—	4974 Union St, Miami, FL	Rule	0.99	D1 member id + dob exact
CLM-413298	CLM	2026-04-07	Gary Millerflagged	1993-04-20	UHC-58590-92	2112920633	—	Scored	1.00	—
PRV-23859	PRV	2026-07-29	Gary Millerflagged	1993-04-20	—	2112920633	6416 Harbor Blvd, Los Angeles, CA	Scored	1.00	—
CLM-413297	CLM	2026-08-01	Gary Millerflagged	1993-04-20	UHC-58590-92	2112920633	4974 Union St, Miami, FL	Rule	0.99	D1 member id + dob exact
ENR-117441	ENR	2026-10-04	Gary Millerflagged	1993-04-20	UHC-58590-92	2112920633	6416 Harbor Blvd, Los Angeles, CA	Scored	1.00	—

Evidence

10 scored pairs among these records, expand a row for the per-field comparison

A

B

Score

Method

Rule

Decision

▶PRV-23859PRVENR-117441ENR1.00Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶CLM-413298CLMPRV-23859PRV1.00Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Phone	1.00	1.5

Identifiers agreeing: 1Conflicts: noneGuard: none

▶ENR-117440ENRCLM-413297CLM0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Member ID	1.00	4
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶CLM-413298CLMCLM-413297CLM0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Member ID	1.00	4
Phone	1.00	1.5

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-117440ENRCLM-413298CLM0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Member ID	1.00	4
SSN (last four)	1.00	2.5

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-117440ENRENR-117441ENR0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Member ID	1.00	4
SSN (last four)	1.00	2.5
Address	0.00	2	different

Identifiers agreeing: 2Conflicts: noneGuard: none

▶CLM-413298CLMENR-117441ENR0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Member ID	1.00	4
SSN (last four)	1.00	2.5
Phone	1.00	1.5

Identifiers agreeing: 3Conflicts: noneGuard: none

▶CLM-413297CLMENR-117441ENR0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Member ID	1.00	4
Phone	1.00	1.5
Address	0.00	2	different

Identifiers agreeing: 2Conflicts: noneGuard: none

▶PRV-23859PRVCLM-413297CLM0.79Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶ENR-117440ENRPRV-23859PRV0.75Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Address	0.00	2	different

Identifiers agreeing: 0Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

Outreach address correctedProposed
Gary Miller: 4974 Union St, Miami → 6416 Harbor Blvd, Los Angeles
ACT-011469, Outreach
Duplicate member record retiredExecuted
Gary Miller: 2 enrollment records collapsed into UHC-58590-92
ACT-023346, Member services

Audit

Hash-chained entries touching this identity or its records

2026-10-22 12:43:54Record linked automaticallyd7e9564f3e
scoring_agent, ENR-117441, identity id MBR-010750, confidence 1, method probabilistic, matched record PRV-23859, policy version 1
2026-10-22 12:43:54Record linked automatically21b57c63d7
matching_agent, CLM-413297, identity id MBR-010750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117440
2026-10-22 12:43:54Record linked automatically30d6f789da
scoring_agent, PRV-23859, identity id MBR-010750, confidence 1, method probabilistic, matched record CLM-413298, policy version 1
2026-10-22 12:43:54Record linked automatically6d2e22ba4d
scoring_agent, CLM-413298, identity id MBR-010750, confidence 1, method probabilistic, matched record PRV-23859, policy version 1
2026-10-22 12:43:54Record linked automatically7bbcddcd8c
matching_agent, ENR-117440, identity id MBR-010750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413298
2026-10-19 19:54:38Record linked automatically7991db5066
scoring_agent, ENR-117441, identity id MBR-010750, confidence 1, method probabilistic, matched record PRV-23859, policy version 1
2026-10-19 19:54:38Record linked automaticallyfd46c34e82
matching_agent, CLM-413297, identity id MBR-010750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117440
2026-10-19 19:54:38Record linked automatically243422b974
scoring_agent, PRV-23859, identity id MBR-010750, confidence 1, method probabilistic, matched record CLM-413298, policy version 1
2026-10-19 19:54:38Record linked automatically7d1bcab7c7
scoring_agent, CLM-413298, identity id MBR-010750, confidence 1, method probabilistic, matched record PRV-23859, policy version 1
2026-10-19 19:54:38Record linked automaticallyc64c5e5ae9
matching_agent, ENR-117440, identity id MBR-010750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413298
2026-10-19 19:52:09Record linked automatically472304db60
scoring_agent, ENR-117441, identity id MBR-010750, confidence 1, method probabilistic, matched record PRV-23859, policy version 1
2026-10-19 19:52:09Record linked automatically529f91dc2c
matching_agent, CLM-413297, identity id MBR-010750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117440
2026-10-19 19:52:09Record linked automatically8880ba03b5
scoring_agent, PRV-23859, identity id MBR-010750, confidence 1, method probabilistic, matched record CLM-413298, policy version 1
2026-10-19 19:52:09Record linked automatically8a1872ac12
scoring_agent, CLM-413298, identity id MBR-010750, confidence 1, method probabilistic, matched record PRV-23859, policy version 1
2026-10-19 19:52:09Record linked automaticallyf8e1ec6243
matching_agent, ENR-117440, identity id MBR-010750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413298
2026-10-19 19:45:42Record linked automatically09e084791d
scoring_agent, ENR-117441, identity id MBR-010750, confidence 1, method probabilistic, matched record PRV-23859, policy version 1
2026-10-19 19:45:42Record linked automatically5e5f449fc4
matching_agent, CLM-413297, identity id MBR-010750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117440
2026-10-19 19:45:42Record linked automaticallyafdc1aabb9
scoring_agent, PRV-23859, identity id MBR-010750, confidence 1, method probabilistic, matched record CLM-413298, policy version 1
2026-10-19 19:45:42Record linked automaticallye13e7a058e
scoring_agent, CLM-413298, identity id MBR-010750, confidence 1, method probabilistic, matched record PRV-23859, policy version 1
2026-10-19 19:45:42Record linked automatically5e07a01588
matching_agent, ENR-117440, identity id MBR-010750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413298
2026-10-19 19:32:31Record linked automatically453c888440
scoring_agent, ENR-117441, identity id MBR-010750, confidence 1, method probabilistic, matched record PRV-23859, policy version 1
2026-10-19 19:32:31Record linked automatically8a760cd690
matching_agent, CLM-413297, identity id MBR-010750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117440
2026-10-19 19:32:31Record linked automatically094937583b
scoring_agent, PRV-23859, identity id MBR-010750, confidence 1, method probabilistic, matched record CLM-413298, policy version 1
2026-10-19 19:32:31Record linked automatically5bac10a906
scoring_agent, CLM-413298, identity id MBR-010750, confidence 1, method probabilistic, matched record PRV-23859, policy version 1
2026-10-19 19:32:31Record linked automaticallyc06dbe9660
matching_agent, ENR-117440, identity id MBR-010750, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413298
2026-10-19 19:31:28Record linked automatically5083530457
matching_agent, CLM-413298, identity id MBR-032142, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117571
2026-10-19 19:31:28Record linked automaticallyaaf2f60672
scoring_agent, PRV-23859, identity id MBR-023300, confidence 1, method probabilistic, matched record CLM-413055, policy version 1
2026-10-19 19:31:28Record linked automatically3ec0729921
matching_agent, CLM-413297, identity id MBR-021827, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117566
2026-10-19 19:31:28Record linked automatically6acce3c8b8
matching_agent, ENR-117440, identity id MBR-003123, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413203

Claims for this member

Claims attached through the identity graph; holds follow open steward cases automatically

Claim	Service	Provider	Procedures	Billed	Plan paid	Rules	Status
CLM-2026-030883	2026-07-11	Desert Cardiovascular Associates in network	93306	$1,089.00	$0.00	Approved	Approved
CLM-2026-021951	2026-03-25	Harbor Medical Group in network	99213, 99395, 99214	$824.00	$470.88	Approved	Approved