Identities/MBR-021075

Gold, golden identity

Bobby Miller

5 source records from 2 feeds.

MBR-021075Verified5 recordsOpen steward case

Golden record

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

First nameENR: Bobby
Middle name—: —
Last nameENR: Miller
Date of birthENR: 1995-01-10
GenderENR: F
Member IDENR: UHC-03506-53
SSNENR: •••-••-6338
PhoneENR: 3713143240
EmailENR: bobby.miller@yahoo.com
AddressENR: 3637 Harbor Blvd
CityENR: Tucson
StateENR: AZ
ZIPENR: 85759
GroupENR: GRP-0578
PlanENR: NAVIGATE-HMO

Min confidence

0.99

Sources

ENR ×2CLM ×3

Updated

2026-10-19 19:54:36

run-mvfoap9e

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-117599	ENR	2026-03-21	Bobby Millerflagged	1995-01-10	UHC-03506-53	3713143240	3637 Harbor Blvd, Tucson, AZ	Scored	1.00	—
CLM-413417	CLM	2026-07-02	Bobby Millerflagged	1995-01-10	—	—	3637 Harbor Blvd, Tucson, AZ	Scored	1.00	—
CLM-413415	CLM	2026-09-05	Bobby Millerflagged	1995-01-10	—	3713143240	3637 Harbor Blvd, Tucson, AZ	Scored	1.00	—
CLM-413416	CLM	2026-09-06	Bobby Millerflagged	1995-01-10	UHC-03506-53	3713143240	3637 Harbor Blvd, Tucson, AZ	Scored	1.00	—
ENR-117598	ENR	2026-09-19	Bobby Milllerflagged	1995-01-10	UHC-03506-53	3713143240	3637 Harbor Blvd, Tucson, AZ	Scored	0.99	—

Evidence

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

Score

Method

Rule

Decision

▶ENR-117599ENRCLM-413415CLM1.00Scoredweighted 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-413417CLMCLM-413415CLM1.00Scoredweighted similarityAuto-linked

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

Identifiers agreeing: 1Conflicts: noneGuard: none

▶CLM-413417CLMCLM-413416CLM1.00Scoredweighted similarityAuto-linked

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

Identifiers agreeing: 1Conflicts: noneGuard: none

▶CLM-413415CLMCLM-413416CLM1.00Scoredweighted 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-413415CLMENR-117598ENR0.99Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.98	3
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-117599ENRCLM-413416CLM0.99RuleD1 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	1.00	2	exact

Identifiers agreeing: 3Conflicts: noneGuard: none

▶ENR-117599ENRENR-117598ENR0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	0.98	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
Email	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 5Conflicts: noneGuard: none

▶CLM-413416CLMENR-117598ENR0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	0.98	3
Date of birth	1.00	3	exact
Member ID	1.00	4
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 3Conflicts: noneGuard: none

▶ENR-117599ENRCLM-413417CLM0.97RuleD2 ssn4 + dob + last nameAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
SSN (last four)	1.00	2.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶CLM-413417CLMENR-117598ENR0.97RuleD2 ssn4 + dob + last nameAuto-linked

Field	Similarity	Weight	Note
Name	0.98	3
Date of birth	1.00	3	exact
SSN (last four)	1.00	2.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

Orphan claim re-pointedExecuted
CLM-413415 → UHC-03506-53 (Bobby Miller)
ACT-003190, Claims processor
Orphan claim re-pointedExecuted
CLM-413417 → UHC-03506-53 (Bobby Miller)
ACT-005535, Claims processor
Care coordination outreachProposed
Bobby Miller: 3 claims, no attributed provider
ACT-019137, Next-best-action
Duplicate member record retiredExecuted
Bobby Miller: 2 enrollment records collapsed into UHC-03506-53
ACT-024725, Member services

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automatically1d3e534fb1
scoring_agent, ENR-117598, identity id MBR-021075, confidence 0.99, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:54:38Record linked automatically5fac13ee99
scoring_agent, CLM-413416, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413417, policy version 1
2026-10-19 19:54:38Record linked automatically1cb9e6489e
scoring_agent, CLM-413415, identity id MBR-021075, confidence 1, method probabilistic, matched record ENR-117599, policy version 1
2026-10-19 19:54:38Record linked automaticallya3ab0df75a
scoring_agent, CLM-413417, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:54:38Record linked automatically56c302e2b8
scoring_agent, ENR-117599, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:52:09Record linked automaticallyb42433f999
scoring_agent, ENR-117598, identity id MBR-021075, confidence 0.99, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:52:09Record linked automatically1b9429fb78
scoring_agent, CLM-413416, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413417, policy version 1
2026-10-19 19:52:09Record linked automatically6bee224a6b
scoring_agent, CLM-413415, identity id MBR-021075, confidence 1, method probabilistic, matched record ENR-117599, policy version 1
2026-10-19 19:52:09Record linked automaticallyfd848cdacc
scoring_agent, CLM-413417, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:52:09Record linked automatically2648273fea
scoring_agent, ENR-117599, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:45:42Record linked automaticallya0e89fda2f
scoring_agent, ENR-117598, identity id MBR-021075, confidence 0.99, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:45:42Record linked automaticallye014527182
scoring_agent, CLM-413416, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413417, policy version 1
2026-10-19 19:45:42Record linked automatically9deb35859a
scoring_agent, CLM-413415, identity id MBR-021075, confidence 1, method probabilistic, matched record ENR-117599, policy version 1
2026-10-19 19:45:42Record linked automaticallyb541fb343d
scoring_agent, CLM-413417, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:45:42Record linked automaticallycb74774a66
scoring_agent, ENR-117599, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:32:31Record linked automaticallybbe112e635
scoring_agent, ENR-117598, identity id MBR-021075, confidence 0.99, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:32:31Record linked automatically9ef9b8f4d2
scoring_agent, CLM-413416, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413417, policy version 1
2026-10-19 19:32:31Record linked automatically5094c04a12
scoring_agent, CLM-413415, identity id MBR-021075, confidence 1, method probabilistic, matched record ENR-117599, policy version 1
2026-10-19 19:32:31Record linked automatically2df7a2e50c
scoring_agent, CLM-413417, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:32:31Record linked automatically607f522aa7
scoring_agent, ENR-117599, identity id MBR-021075, confidence 1, method probabilistic, matched record CLM-413415, policy version 1
2026-10-19 19:31:28Record linked automatically3f1d70ed60
matching_agent, CLM-413417, identity id MBR-037674, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413418
2026-10-19 19:31:28Record linked automatically08b3d7c502
scoring_agent, ENR-117598, identity id MBR-027347, confidence 0.98, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:31:28Record linked automatically1b7fccea51
scoring_agent, ENR-117599, identity id MBR-024660, confidence 1, method probabilistic, matched record CLM-413323, policy version 1
2026-10-19 19:31:28Record linked automatically23f3043486
scoring_agent, CLM-413415, identity id MBR-009729, confidence 1, method probabilistic, matched record ENR-117682, policy version 1

Claims for this member

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

All claims

Claim	Service	Provider	Procedures	Billed	Plan paid	Rules	Status
CLM-2026-008041	2026-07-30	Mesa Cardiovascular Associates in network	93224	$368.00	$153.16	Approved	Approved
CLM-2026-007020	2026-08-20	Heritage Community Hospital in network	99285, 99284	$4,198.00	$2,058.90	Approved	Approved
CLM-2026-015909	2026-05-24	Mesa Clinical Laboratories in network	83036, 80053	$129.00	—	Needs review	Needs review