Identities/MBR-010468

Gold, golden identity

Sarah Banks

5 source records from 3 feeds.

MBR-010468Verified5 records

Golden record

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

First nameENR: Sarah
Middle name—: —
Last nameENR: Banks
Date of birthENR: 1980-10-22
GenderCLM: M
Member IDENR: UHC-19530-96
SSNENR: •••-••-3416
PhoneCLM: 5929922729
EmailENR: sarah.banks82@proton.me
AddressCLM: 3771 Lincoln Way
CityCLM: Houston
StateCLM: TX
ZIPCLM: 77001
GroupENR: GRP-6042
PlanENR: MEDICARE-ADV-A

Min confidence

0.97

Sources

TPA ×2ENR ×1CLM ×2

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-57488	TPA	2026-02-04	Sarah Banksflagged	1980-10-22	—	—	3771 Lincoln Way, Houston, TX	Scored	1.00	—
TPA-57489	TPA	2026-04-12	Sarah Banksflagged	1980-10-22	—	5929922729	3771 Lincoln Way, Houston, TX	Scored	1.00	—
ENR-122340	ENR	2026-06-29	Sarah Banksflagged	1980-10-22	UHC-19530-96	—	2393 Broadway, Scottsdale, AZ	Rule	0.97	D2 ssn4 + dob + last name
CLM-416981	CLM	2026-07-12	Sarah Banksflagged	1980-10-22	—	5929922729	3771 Lincoln Way, Houston, TX	Scored	1.00	—
CLM-416980	CLM	2026-10-10	Sarah Banksflagged	1980-10-22	—	5929922729	3771 Lincoln Way, Houston, TX	Scored	1.00	—

Evidence

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

Score

Method

Rule

Decision

▶CLM-416981CLMCLM-416980CLM1.00Scoredweighted 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

▶TPA-57488TPACLM-416981CLM1.00Scoredweighted 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-57489TPACLM-416981CLM1.00Scoredweighted similarityAuto-linked

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

Identifiers agreeing: 3Conflicts: noneGuard: none

▶TPA-57488TPACLM-416980CLM0.97RuleD2 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

▶TPA-57489TPACLM-416980CLM0.97RuleD2 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
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 3Conflicts: noneGuard: none

▶ENR-122340ENRCLM-416980CLM0.97RuleD2 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	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-57488TPAENR-122340ENR0.97RuleD2 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	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-57489TPAENR-122340ENR0.97RuleD2 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
Email	1.00	1.5
Address	0.00	2	different

Identifiers agreeing: 2Conflicts: noneGuard: none

▶TPA-57488TPATPA-57489TPA0.97RuleD2 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

▶ENR-122340ENRCLM-416981CLM0.79Scoredweighted similaritySent to steward

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

Identifiers agreeing: 1Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

Orphan claim re-pointedExecuted
CLM-416981 → UHC-19530-96 (Sarah Banks)
ACT-003404, Claims processor
Orphan claim re-pointedExecuted
CLM-416980 → UHC-19530-96 (Sarah Banks)
ACT-007597, Claims processor
Outreach address correctedProposed
Sarah Banks: 2393 Broadway, Scottsdale → 3771 Lincoln Way, Houston
ACT-011448, Outreach

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automatically71f1e59737
scoring_agent, CLM-416980, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:54:38Record linked automatically8975910258
scoring_agent, CLM-416981, identity id MBR-010468, confidence 1, method probabilistic, matched record TPA-57488, policy version 1
2026-10-19 19:54:38Record linked automaticallyaa0cb2e252
matching_agent, ENR-122340, identity id MBR-010468, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57488
2026-10-19 19:54:38Record linked automatically396aa82dff
scoring_agent, TPA-57489, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:54:38Record linked automatically17ca88e7c7
scoring_agent, TPA-57488, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:52:09Record linked automatically973440f276
scoring_agent, CLM-416980, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:52:09Record linked automatically5a565975ec
scoring_agent, CLM-416981, identity id MBR-010468, confidence 1, method probabilistic, matched record TPA-57488, policy version 1
2026-10-19 19:52:09Record linked automatically9e43eab77f
matching_agent, ENR-122340, identity id MBR-010468, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57488
2026-10-19 19:52:09Record linked automaticallyd22e92d437
scoring_agent, TPA-57489, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:52:09Record linked automatically7e7539022a
scoring_agent, TPA-57488, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:45:42Record linked automatically16be683873
scoring_agent, CLM-416980, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:45:42Record linked automatically1ddbbb7138
scoring_agent, CLM-416981, identity id MBR-010468, confidence 1, method probabilistic, matched record TPA-57488, policy version 1
2026-10-19 19:45:42Record linked automatically7a8ee92431
matching_agent, ENR-122340, identity id MBR-010468, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57488
2026-10-19 19:45:42Record linked automatically3b79d603fb
scoring_agent, TPA-57489, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:45:42Record linked automatically69980b828e
scoring_agent, TPA-57488, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:32:31Record linked automaticallyc6ab9086f9
scoring_agent, CLM-416980, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:32:31Record linked automatically9da186d923
scoring_agent, CLM-416981, identity id MBR-010468, confidence 1, method probabilistic, matched record TPA-57488, policy version 1
2026-10-19 19:32:31Record linked automaticallye7bcad5cc7
matching_agent, ENR-122340, identity id MBR-010468, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57488
2026-10-19 19:32:31Record linked automaticallyd463ae1798
scoring_agent, TPA-57489, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:32:31Record linked automatically130a0c1483
scoring_agent, TPA-57488, identity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
2026-10-19 19:31:28Record linked automatically9f5e8f3074
matching_agent, CLM-416981, identity id MBR-019961, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416980
2026-10-19 19:31:28Record linked automatically25c9cd8426
matching_agent, CLM-416980, identity id MBR-019961, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416981
2026-10-19 19:31:28Record linked automatically7585c46494
matching_agent, TPA-57489, identity id MBR-017708, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122440
2026-10-19 19:31:28Record linked automatically23681ee49c
scoring_agent, ENR-122340, identity id MBR-004711, confidence 1, method probabilistic, matched record CLM-417079, 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-2026-023701	2026-09-22	Mesa Clinical Laboratories in network	80053, 85025	$121.00	—	Needs review	Needs review
CLM-2026-007800	2026-07-05	Pinecrest Diagnostic Imaging in network	76700, 74177	$2,046.00	$285.00	Approved	Approved