Identities/MBR-004451

Gold, golden identity

Madison L Armstrong

5 source records from 3 feeds.

MBR-004451Verified5 records

Golden record

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

First nameENR: Madison
Middle nameENR: L
Last nameENR: Armstrong
Date of birthENR: 1973-10-11
GenderENR: M
Member IDENR: UHC-95183-75
SSNENR: •••-••-1512
PhoneENR: 9595884632
EmailENR: madison.armstrong@proton.me
AddressENR: 6205 Grand Ave
CityENR: Plano
StateENR: TX
ZIPENR: 75071
GroupENR: GRP-8620
PlanENR: OPTIONS-PPO

Min confidence

0.99

Sources

ENR ×2PRV ×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
ENR-105705	ENR	2026-01-15	Madison Armstrogflagged	1973-10-11	—	9595884632	6205 Grand Ave, Plano, TX	Scored	1.00	—
PRV-21231	PRV	2026-04-16	Madison Armstrongflagged	1973-10-11	UHC-95183-75	9595884632	6205 Grand Ave, Plano, TX	Scored	1.00	—
ENR-105704	ENR	2026-05-11	Madison Armstrongflagged	1973-10-11	UHC-95183-75	9595884632	466 Highland Ave, San Diego, CA	Rule	0.99	D1 member id + dob exact
CLM-404339	CLM	2026-05-21	Madison Armstrongflagged	1973-10-11	—	—	6205 Grand Ave, Plano, TX	Scored	1.00	—
CLM-404340	CLM	2026-09-01	Madison Armstrongflagged	1973-10-11	—	9595884632	6205 Grand Ave, Plano, TX	Scored	1.00	—

Evidence

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

Score

Method

Rule

Decision

▶PRV-21231PRVCLM-404339CLM1.00Scoredweighted 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-21231PRVCLM-404340CLM1.00Scoredweighted 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-404339CLMCLM-404340CLM1.00Scoredweighted 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

▶ENR-105705ENRPRV-21231PRV1.00Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.99	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

▶ENR-105705ENRCLM-404339CLM0.99Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.99	3
Date of birth	1.00	3	exact
Address	1.00	2	exact

Identifiers agreeing: 1Conflicts: noneGuard: none

▶PRV-21231PRVENR-105704ENR0.99RuleD1 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
Email	1.00	1.5
Address	0.00	2	different

Identifiers agreeing: 3Conflicts: noneGuard: none

▶ENR-105705ENRCLM-404340CLM0.97RuleD2 ssn4 + dob + last nameAuto-linked

Field	Similarity	Weight	Note
Name	0.99	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-105705ENRENR-105704ENR0.81Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	0.99	3
Date of birth	1.00	3	exact
Phone	1.00	1.5
Email	1.00	1.5
Address	0.00	2	different

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-105704ENRCLM-404340CLM0.79Scoredweighted similaritySent to steward

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

Identifiers agreeing: 1Conflicts: noneGuard: none

▶ENR-105704ENRCLM-404339CLM0.75Scoredweighted similaritySent to steward

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

Identifiers agreeing: 0Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

Eligibility conflict resolvedProposed
Madison Armstrong: 2 plan codes across sources → canonical OPTIONS-PPO
ACT-000222, Eligibility engine
Orphan claim re-pointedExecuted
CLM-404339 → UHC-95183-75 (Madison Armstrong)
ACT-002009, Claims processor
Orphan claim re-pointedExecuted
CLM-404340 → UHC-95183-75 (Madison Armstrong)
ACT-007653, Claims processor
Outreach address correctedProposed
Madison Armstrong: 466 Highland Ave, San Diego → 6205 Grand Ave, Plano
ACT-010864, Outreach
Duplicate member record retiredExecuted
Madison Armstrong: 2 enrollment records collapsed into UHC-95183-75
ACT-022387, Member services

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automaticallya3c30184cc
scoring_agent, CLM-404340, identity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:54:38Record linked automatically7e636a84ce
scoring_agent, CLM-404339, identity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:54:38Record linked automatically2b56f34474
matching_agent, ENR-105704, identity id MBR-004451, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21231
2026-10-19 19:54:38Record linked automatically724250aa8b
scoring_agent, PRV-21231, identity id MBR-004451, confidence 1, method probabilistic, matched record CLM-404339, policy version 1
2026-10-19 19:54:38Record linked automatically579ead2a47
scoring_agent, ENR-105705, identity id MBR-004451, confidence 1.00, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:52:08Record linked automatically19811d249f
scoring_agent, CLM-404340, identity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:52:08Record linked automaticallyffdbfb6c46
scoring_agent, CLM-404339, identity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:52:08Record linked automatically34a0558a46
matching_agent, ENR-105704, identity id MBR-004451, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21231
2026-10-19 19:52:08Record linked automatically263b375b01
scoring_agent, PRV-21231, identity id MBR-004451, confidence 1, method probabilistic, matched record CLM-404339, policy version 1
2026-10-19 19:52:08Record linked automaticallya73cd079cd
scoring_agent, ENR-105705, identity id MBR-004451, confidence 1.00, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:45:42Record linked automaticallye4ba08a0fb
scoring_agent, CLM-404340, identity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:45:42Record linked automaticallyd5be0f462b
scoring_agent, CLM-404339, identity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:45:42Record linked automatically446f5ea782
matching_agent, ENR-105704, identity id MBR-004451, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21231
2026-10-19 19:45:42Record linked automaticallye92f00b3db
scoring_agent, PRV-21231, identity id MBR-004451, confidence 1, method probabilistic, matched record CLM-404339, policy version 1
2026-10-19 19:45:42Record linked automatically0122fd86a6
scoring_agent, ENR-105705, identity id MBR-004451, confidence 1.00, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:32:31Record linked automatically1a341cbdac
scoring_agent, CLM-404340, identity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:32:31Record linked automatically505fe668b0
scoring_agent, CLM-404339, identity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:32:31Record linked automatically3f23edd843
matching_agent, ENR-105704, identity id MBR-004451, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21231
2026-10-19 19:32:31Record linked automatically8245a2fea3
scoring_agent, PRV-21231, identity id MBR-004451, confidence 1, method probabilistic, matched record CLM-404339, policy version 1
2026-10-19 19:32:31Record linked automatically2d4b043382
scoring_agent, ENR-105705, identity id MBR-004451, confidence 1.00, method probabilistic, matched record PRV-21231, policy version 1
2026-10-19 19:31:28Record linked automatically125b566dd5
matching_agent, PRV-21231, identity id MBR-031022, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404119
2026-10-19 19:31:28Record linked automatically27ead2eea6
matching_agent, CLM-404339, identity id MBR-019962, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404338
2026-10-19 19:31:28Record linked automatically9a5def78e7
scoring_agent, ENR-105704, identity id MBR-011470, confidence 1, method probabilistic, matched record TPA-51951, policy version 1
2026-10-19 19:31:28Record linked automatically97b2d1991a
scoring_agent, ENR-105705, identity id MBR-011470, confidence 0.99, method probabilistic, matched record TPA-51951, 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-2026-023958	2026-08-22	Mesa Physical Therapy in network	97110	$122.00	$35.64	Approved	Approved
CLM-2026-002615	2026-05-15	Canyon Reference Lab out of network	80053, 85025	$113.00	$0.00	Approved	Approved