Barbara F James

4 source records from 3 feeds.

MBR-008862Verified4 records

Golden record

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

First nameENR: Barbara
Middle nameENR: F
Last namePRV: James
Date of birthENR: 1988-06-23
GenderENR: M
Member IDENR: UHC-77875-98
SSNENR: •••-••-8127
PhonePRV: 6589504207
EmailENR: barbara.james34@gmail.com
AddressENR: 2480 Ocean Ave
CityENR: Miami
StateENR: FL
ZIPENR: 33103
GroupENR: GRP-9657
PlanENR: CORE-HMO

Min confidence

0.99

Sources

CLM ×1PRV ×2ENR ×1

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
CLM-418433	CLM	2026-01-30	Barbara Jamesflagged	1988-06-23	UHC-77875-98	—	2480 Ocean Ave, Miami, FL	Scored	1.00	—
PRV-25461	PRV	2026-02-17	Barbara Jamesflagged	1988-06-23	UHC-77875-98	—	2480 Ocean Ave # 741, Miami, FL	Scored	1.00	—
PRV-25462	PRV	2026-06-29	Barbara Jamesflagged	1988-06-23	—	6589504207	2480 Ocean Ave, Miami, FL	Scored	1.00	—
ENR-124254	ENR	2026-07-08	Barbara Jaemsflagged	1988-06-23	UHC-77875-98	—	2480 Ocean Ave, Miami, FL	Rule	0.99	D1 member id + dob exact

Evidence

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

Score

Method

Rule

Decision

▶CLM-418433CLMPRV-25462PRV1.00Scoredweighted 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

▶PRV-25461PRVPRV-25462PRV1.00Scoredweighted 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-418433CLMENR-124254ENR0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	0.97	3
Date of birth	1.00	3	exact
Member ID	1.00	4
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶PRV-25461PRVENR-124254ENR0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	0.97	3
Date of birth	1.00	3	exact
Member ID	1.00	4
Email	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 3Conflicts: noneGuard: none

▶CLM-418433CLMPRV-25461PRV0.99RuleD1 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

▶PRV-25462PRVENR-124254ENR0.99Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.97	3
Date of birth	1.00	3	exact
Address	1.00	2	exact

Identifiers agreeing: 1Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

No actions yet

Nothing downstream has consumed this identity.

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automatically93e5e421fd
matching_agent, ENR-124254, identity id MBR-008862, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418433
2026-10-19 19:54:38Record linked automatically114e6e5dda
scoring_agent, PRV-25462, identity id MBR-008862, confidence 1, method probabilistic, matched record CLM-418433, policy version 1
2026-10-19 19:54:38Record linked automatically5195f0a980
scoring_agent, PRV-25461, identity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
2026-10-19 19:54:38Record linked automatically56e674eacd
scoring_agent, CLM-418433, identity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
2026-10-19 19:52:09Record linked automatically1fff3a28d3
matching_agent, ENR-124254, identity id MBR-008862, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418433
2026-10-19 19:52:09Record linked automatically153db7d230
scoring_agent, PRV-25462, identity id MBR-008862, confidence 1, method probabilistic, matched record CLM-418433, policy version 1
2026-10-19 19:52:09Record linked automatically8e8e4cb57d
scoring_agent, PRV-25461, identity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
2026-10-19 19:52:09Record linked automatically8f99a291fd
scoring_agent, CLM-418433, identity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
2026-10-19 19:45:42Record linked automatically9e9d20c29d
matching_agent, ENR-124254, identity id MBR-008862, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418433
2026-10-19 19:45:42Record linked automaticallyd4982c62e2
scoring_agent, PRV-25462, identity id MBR-008862, confidence 1, method probabilistic, matched record CLM-418433, policy version 1
2026-10-19 19:45:42Record linked automatically07debd0b58
scoring_agent, PRV-25461, identity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
2026-10-19 19:45:42Record linked automatically7bb32cb397
scoring_agent, CLM-418433, identity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
2026-10-19 19:32:31Record linked automaticallyc2b9d421e3
matching_agent, ENR-124254, identity id MBR-008862, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418433
2026-10-19 19:32:31Record linked automaticallye98adf4ac1
scoring_agent, PRV-25462, identity id MBR-008862, confidence 1, method probabilistic, matched record CLM-418433, policy version 1
2026-10-19 19:32:31Record linked automatically294f058a20
scoring_agent, PRV-25461, identity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
2026-10-19 19:32:31Record linked automatically1b97658e15
scoring_agent, CLM-418433, identity id MBR-008862, confidence 1, method probabilistic, matched record PRV-25462, policy version 1
2026-10-19 19:31:28Record linked automatically698a3f60f8
scoring_agent, ENR-124254, identity id MBR-027980, confidence 1, method probabilistic, matched record CLM-418543, policy version 1
2026-10-19 19:31:28Record linked automatically6e9491a152
matching_agent, CLM-418433, identity id MBR-025007, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124114
2026-10-19 19:31:28Record linked automatically0e8f63586a
scoring_agent, PRV-25461, identity id MBR-008764, confidence 1, method probabilistic, matched record ENR-124487, policy version 1
2026-10-19 19:31:28Record linked automaticallyfcb66137e3
scoring_agent, PRV-25462, identity id MBR-001080, confidence 1, method probabilistic, matched record TPA-58171, 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-2026-015170	2026-01-13	Unity Cardiovascular Associates in network	93015, 93306, 93458	$7,473.00	—	Denied	Denied