Identities/MBR-009374

Gold, golden identity

Sophia Z Carroll

5 source records from 3 feeds.

MBR-009374Verified5 recordsOpen steward case

Golden record

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

First namePRV: Sophia
Middle nameENR: Z
Last namePRV: Carroll
Date of birthENR: 1979-02-23
GenderENR: F
Member IDENR: UHC-64413-52
SSNENR: •••-••-3293
PhoneENR: 5816388412
EmailENR: sophia.carroll@icloud.com
AddressCLM: 5642 Desert Sky Blvd Apt 21
CityENR: Atlanta
StateENR: GA
ZIP—: —
GroupENR: GRP-7932
PlanENR: MEDICARE-ADV-B

Min confidence

0.93

Sources

ENR ×2PRV ×2CLM ×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
ENR-108652	ENR	2026-02-01	Carroll Sophiaflagged	1979-02-23	UHC-64413-52	5816388412	5642 Desert Sky Blvd, Atlanta, GA	Rule	0.99	D1 member id + dob exact
ENR-108653	ENR	2026-02-01	Carroll Sophiaflagged	1979-02-23	UHC-64413-52	5816388412	5642 Desert Sky Blvd, Atlanta, GA	Rule	0.99	D1 member id + dob exact
PRV-21937	PRV	2026-05-17	Sophia Carrollflagged	1979-02-23	—	5816388412	5642 Desert Sky Blvd, Atlanta, GA	Scored	1.00	—
PRV-21938	PRV	2026-06-20	Sophia Carrollflagged	1979-02-23	UHC-64413-52	5816388412	5642 Desert Sky Blvd, Atlanta, GA	Scored	1.00	—
CLM-406610	CLM	2026-09-21	Sophia Carrollflagged	1979-02-23	—	—	5642 Desert Sky Blvd Apt 21, Atlanta, GA	Scored	0.93	—

Evidence

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

Score

Method

Rule

Decision

▶PRV-21937PRVPRV-21938PRV1.00Scoredweighted 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

▶ENR-108652ENRENR-108653ENR0.99RuleD1 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
Email	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 5Conflicts: noneGuard: none

▶ENR-108652ENRPRV-21938PRV0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
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-108653ENRPRV-21938PRV0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
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-108652ENRPRV-21937PRV0.98Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-108653ENRPRV-21937PRV0.98Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶PRV-21937PRVCLM-406610 CLM0.93Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Address	0.70	2	street_match

Identifiers agreeing: 1Conflicts: noneGuard: none

▶PRV-21938PRVCLM-406610 CLM0.93Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Address	0.70	2	street_match

Identifiers agreeing: 1Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

Orphan claim re-pointedExecuted
CLM-406610 → UHC-64413-52 (Sophia Carroll)
ACT-005664, Claims processor
Outreach address correctedProposed
Sophia Carroll: 5642 Desert Sky Blvd, Atlanta → 5642 Desert Sky Blvd Apt 21, Atlanta
ACT-011344, Outreach
Duplicate member record retiredExecuted
Sophia Carroll: 2 enrollment records collapsed into UHC-64413-52
ACT-023151, Member services

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automatically3b7d057667
scoring_agent, CLM-406610, identity id MBR-009374, confidence 0.93, method probabilistic, matched record PRV-21937, policy version 1
2026-10-19 19:54:38Record linked automatically2655b8222b
scoring_agent, PRV-21938, identity id MBR-009374, confidence 1, method probabilistic, matched record PRV-21937, policy version 1
2026-10-19 19:54:38Record linked automatically96ace86c26
scoring_agent, PRV-21937, identity id MBR-009374, confidence 1, method probabilistic, matched record PRV-21938, policy version 1
2026-10-19 19:54:38Record linked automatically1a7377d377
matching_agent, ENR-108653, identity id MBR-009374, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108652
2026-10-19 19:54:38Record linked automaticallybb5e734985
matching_agent, ENR-108652, identity id MBR-009374, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108653
2026-10-19 19:52:09Record linked automatically30c8978658
scoring_agent, CLM-406610, identity id MBR-009374, confidence 0.93, method probabilistic, matched record PRV-21937, policy version 1
2026-10-19 19:52:09Record linked automatically0c3f6cb171
scoring_agent, PRV-21938, identity id MBR-009374, confidence 1, method probabilistic, matched record PRV-21937, policy version 1
2026-10-19 19:52:09Record linked automatically4c18a2b83d
scoring_agent, PRV-21937, identity id MBR-009374, confidence 1, method probabilistic, matched record PRV-21938, policy version 1
2026-10-19 19:52:09Record linked automatically384bbb9085
matching_agent, ENR-108653, identity id MBR-009374, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108652
2026-10-19 19:52:09Record linked automatically2442aabe0a
matching_agent, ENR-108652, identity id MBR-009374, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108653
2026-10-19 19:45:42Record linked automaticallyb0a618df8d
scoring_agent, CLM-406610, identity id MBR-009374, confidence 0.93, method probabilistic, matched record PRV-21937, policy version 1
2026-10-19 19:45:42Record linked automaticallye82447697f
scoring_agent, PRV-21938, identity id MBR-009374, confidence 1, method probabilistic, matched record PRV-21937, policy version 1
2026-10-19 19:45:42Record linked automatically83003f9535
scoring_agent, PRV-21937, identity id MBR-009374, confidence 1, method probabilistic, matched record PRV-21938, policy version 1
2026-10-19 19:45:42Record linked automatically2df0ab84a4
matching_agent, ENR-108653, identity id MBR-009374, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108652
2026-10-19 19:45:42Record linked automatically3e582aa08a
matching_agent, ENR-108652, identity id MBR-009374, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108653
2026-10-19 19:32:31Record linked automatically5d0cc94f62
scoring_agent, CLM-406610, identity id MBR-009374, confidence 0.93, method probabilistic, matched record PRV-21937, policy version 1
2026-10-19 19:32:31Record linked automaticallyb547fffbdb
scoring_agent, PRV-21938, identity id MBR-009374, confidence 1, method probabilistic, matched record PRV-21937, policy version 1
2026-10-19 19:32:31Record linked automaticallyb745db59ce
scoring_agent, PRV-21937, identity id MBR-009374, confidence 1, method probabilistic, matched record PRV-21938, policy version 1
2026-10-19 19:32:31Record linked automaticallye937c2db38
matching_agent, ENR-108653, identity id MBR-009374, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108652
2026-10-19 19:32:31Record linked automaticallydd2be0b7ff
matching_agent, ENR-108652, identity id MBR-009374, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108653
2026-10-19 19:31:28Record linked automatically645f0bce37
scoring_agent, CLM-406610, identity id MBR-030612, confidence 1, method probabilistic, matched record TPA-52929, policy version 1
2026-10-19 19:31:28Record linked automatically6b5241b65f
matching_agent, PRV-21938, identity id MBR-012559, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-21937
2026-10-19 19:31:28Record linked automatically209648b513
scoring_agent, PRV-21937, identity id MBR-012559, confidence 0.97, method probabilistic, matched record TPA-52861, policy version 1
2026-10-19 19:31:28Record linked automatically5b4a495b9c
scoring_agent, ENR-108652, identity id MBR-004553, confidence 1, method probabilistic, matched record TPA-52925, 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-2026-016343	2026-08-08	Pinecrest Medical Group in network	99203	$189.00	—	Denied	Denied