Identities/MBR-021361

Gold, golden identity

Sandra Y Obrien

5 source records from 3 feeds.

MBR-021361Verified5 records

Golden record

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

First namePRV: Sandra
Middle namePRV: Y
Last namePRV: Obrien
Date of birthPRV: 1985-10-07
GenderPRV: M
Member IDPRV: UHC-52659-90
SSNCLM: •••-••-1953
PhoneCLM: 9009166639
EmailCLM: sandra.obrien@proton.me
AddressPRV: 7731 Spring St
CityPRV: Atlanta
StatePRV: GA
ZIPPRV: 30320
GroupCLM: GRP-0631
PlanCLM: MEDICARE-ADV-A

Min confidence

1.00

Sources

TPA ×2CLM ×2PRV ×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
TPA-56498	TPA	2026-03-22	Sandra Obrienflagged	1985-10-07	—	—	7731 Spring St, Atlanta, GA	Scored	1.00	—
CLM-414739	CLM	2026-04-24	Sandra Obrienflagged	1985-10-07	—	—	—	Scored	1.00	—
PRV-24322	PRV	2026-06-12	Sandra Obrienflagged	1985-10-07	UHC-52659-90	—	7731 Spring St, Atlanta, GA	Scored	1.00	—
CLM-414740	CLM	2026-07-18	Sandra Obrienflagged	1985-10-07	UHC-52659-90	9009166639	7731 Spring St, Atlanta, GA	Scored	1.00	—
TPA-56497	TPA	2026-07-18	Sandra Obrienflagged	1985-10-07	—	9009166639	7731 Spring St, Atlanta, GA	Scored	1.00	—

Evidence

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

A

B

Score

Method

Rule

Decision

▶TPA-56498TPACLM-414740CLM1.00Scoredweighted 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-414739CLMCLM-414740CLM1.00Scoredweighted similarityAuto-linked

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

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-56498TPAPRV-24322PRV1.00Scoredweighted 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

▶TPA-56498TPATPA-56497TPA1.00Scoredweighted 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-24322PRVTPA-56497TPA1.00Scoredweighted 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-414740CLMTPA-56497TPA1.00Scoredweighted 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

▶PRV-24322PRVCLM-414740CLM0.99RuleD1 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

▶TPA-56498TPACLM-414739CLM0.83Scoredweighted similaritySent to steward

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

Identifiers agreeing: 0Conflicts: noneGuard: No identifier agrees

▶CLM-414739CLMPRV-24322PRV0.83Scoredweighted similaritySent to steward

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

Identifiers agreeing: 0Conflicts: noneGuard: No identifier agrees

▶CLM-414739CLMTPA-56497TPA0.83Scoredweighted similaritySent to steward

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

Identifiers agreeing: 0Conflicts: noneGuard: No identifier agrees

Actions

What downstream consumers did with this identity

Orphan claim re-pointedExecuted
CLM-414739 → UHC-52659-90 (Sandra Obrien)
ACT-004968, Claims processor

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automatically6de0acfd72
scoring_agent, TPA-56497, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:54:38Record linked automaticallye1e17ae910
scoring_agent, CLM-414740, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:54:38Record linked automaticallyf6d1870501
scoring_agent, PRV-24322, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:54:38Record linked automatically97e074529e
scoring_agent, CLM-414739, identity id MBR-021361, confidence 1, method probabilistic, matched record CLM-414740, policy version 1
2026-10-19 19:54:38Record linked automaticallybfa0d6b7b8
scoring_agent, TPA-56498, identity id MBR-021361, confidence 1, method probabilistic, matched record PRV-24322, policy version 1
2026-10-19 19:52:09Record linked automatically10a5ac5586
scoring_agent, TPA-56497, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:52:09Record linked automatically17fafbbaa5
scoring_agent, CLM-414740, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:52:09Record linked automaticallyd45a132f1f
scoring_agent, PRV-24322, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:52:09Record linked automatically30ea6f80a8
scoring_agent, CLM-414739, identity id MBR-021361, confidence 1, method probabilistic, matched record CLM-414740, policy version 1
2026-10-19 19:52:09Record linked automaticallyc66587b4c7
scoring_agent, TPA-56498, identity id MBR-021361, confidence 1, method probabilistic, matched record PRV-24322, policy version 1
2026-10-19 19:45:42Record linked automatically842c368fd9
scoring_agent, TPA-56497, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:45:42Record linked automatically99aa9248b7
scoring_agent, CLM-414740, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:45:42Record linked automaticallyf2c4f82ebe
scoring_agent, PRV-24322, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:45:42Record linked automatically923e6a2b5e
scoring_agent, CLM-414739, identity id MBR-021361, confidence 1, method probabilistic, matched record CLM-414740, policy version 1
2026-10-19 19:45:42Record linked automaticallye3ddb3622a
scoring_agent, TPA-56498, identity id MBR-021361, confidence 1, method probabilistic, matched record PRV-24322, policy version 1
2026-10-19 19:32:31Record linked automatically39c4002a9f
scoring_agent, TPA-56497, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:32:31Record linked automaticallyc8900e653a
scoring_agent, CLM-414740, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:32:31Record linked automaticallyfecc7386a4
scoring_agent, PRV-24322, identity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
2026-10-19 19:32:31Record linked automatically1f60b2cc14
scoring_agent, CLM-414739, identity id MBR-021361, confidence 1, method probabilistic, matched record CLM-414740, policy version 1
2026-10-19 19:32:31Record linked automatically30f9900367
scoring_agent, TPA-56498, identity id MBR-021361, confidence 1, method probabilistic, matched record PRV-24322, policy version 1
2026-10-19 19:31:28Record linked automatically12d91d7ec0
scoring_agent, TPA-56498, identity id MBR-042654, confidence 1, method probabilistic, matched record ENR-119585, policy version 1
2026-10-19 19:31:28Record linked automatically3438348823
scoring_agent, TPA-56497, identity id MBR-019081, confidence 0.98, method probabilistic, matched record PRV-24388, policy version 1
2026-10-19 19:31:28Record linked automaticallyd6316b5882
matching_agent, CLM-414739, identity id MBR-015845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119310
2026-10-19 19:31:28Record linked automaticallyc73b199086
scoring_agent, CLM-414740, identity id MBR-010008, confidence 0.88, method probabilistic, matched record ENR-119313, policy version 1
2026-10-19 19:31:28Record linked automaticallyc0f0f92860
scoring_agent, PRV-24322, identity id MBR-001394, confidence 1, method probabilistic, matched record CLM-414730, policy version 1

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-2026-000152	2026-07-06	Lakeside Internal Medicine Associates in network	93000	$71.00	—	Denied	Denied
CLM-2026-013726	2026-03-20	Sunrise Skin Care Associates in network	17110, 11102	$547.00	$299.14	Approved	Approved