Identities/MBR-000448

Gold, golden identity

Carl Q Marshall

5 source records from 4 feeds.

MBR-000448Verified5 records

Golden record

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

First nameENR: Carl
Middle nameENR: Q
Last nameENR: Marshall
Date of birthPRV: 1963-07-22
GenderENR: F
Member IDENR: UHC-27566-03
SSNENR: •••-••-6678
PhoneENR: 6894527111
EmailPRV: carl.marshall@hotmail.com
AddressENR: 1078 Forest Ave
CityENR: Gilbert
StateENR: AZ
ZIPENR: 85246
GroupENR: GRP-8514
PlanENR: CHOICE-PLUS-PPO

Min confidence

0.96

Sources

TPA ×2CLM ×1PRV ×1ENR ×1

Updated

2026-10-22 12:43:43

run-mvjj6udb

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-58373	TPA	2026-01-02	Carl Marshallflagged	1963-07-22	—	6894527111	—	Scored	1.00	—
CLM-418877	CLM	2026-01-29	Carl Marshallflagged	1963-07-22	UHC-27566-03	6894527111	1078 Forest Ave # 973, Gilbert, AZ	Scored	1.00	—
PRV-25620	PRV	2026-05-31	Carl Marshallflagged	1963-07-22	UHC-27566-03	6894527111	1078 Forest Ave, Gilbert, AZ	Scored	1.00	—
ENR-124853	ENR	2026-09-24	Carl Marshallflagged	1936-07-22	UHC-27566-03	6894527111	1078 Forest Ave, Gilbert, AZ	Rule	0.96	D3 member id + name
TPA-58374	TPA	2026-10-02	Carl Marshallflagged	1963-07-22	—	6894527111	1078 Forest Ave, Gilbert, AZ	Scored	1.00	—

Evidence

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

Score

Method

Rule

Decision

▶TPA-58373TPACLM-418877CLM1.00Scoredweighted similarityAuto-linked

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

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-58373TPAPRV-25620PRV1.00Scoredweighted similarityAuto-linked

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

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-58373TPATPA-58374TPA1.00Scoredweighted similarityAuto-linked

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

Identifiers agreeing: 1Conflicts: noneGuard: none

▶CLM-418877CLMPRV-25620PRV0.99RuleD1 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
Address	0.70	2	street_match

Identifiers agreeing: 3Conflicts: noneGuard: none

▶CLM-418877CLMTPA-58374TPA0.97RuleD2 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

▶CLM-418877CLMENR-124853ENR0.96RuleD3 member id + nameAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.60	3	transposition
Member ID	1.00	4
SSN (last four)	1.00	2.5
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 4Conflicts: noneGuard: none

▶PRV-25620PRVENR-124853ENR0.96RuleD3 member id + nameAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.60	3	transposition
Member ID	1.00	4
Phone	1.00	1.5
Address	0.70	2	street_match

Identifiers agreeing: 3Conflicts: noneGuard: none

▶PRV-25620PRVTPA-58374TPA0.94Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	0.70	2	street_match

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-124853ENRTPA-58374TPA0.90Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.60	3	transposition
SSN (last four)	1.00	2.5
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 3Conflicts: noneGuard: none

▶TPA-58373TPAENR-124853ENR0.84Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.60	3	transposition
Phone	1.00	1.5

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

2026-10-22 12:43:52Record linked automaticallyc8da496a01
scoring_agent, TPA-58374, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-22 12:43:52Record linked automatically50f059e883
matching_agent, ENR-124853, identity id MBR-000448, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-418877
2026-10-22 12:43:52Record linked automatically3194ffff7b
scoring_agent, PRV-25620, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-22 12:43:52Record linked automatically737fd02075
scoring_agent, CLM-418877, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-22 12:43:52Record linked automatically4c184214c1
scoring_agent, TPA-58373, identity id MBR-000448, confidence 1, method probabilistic, matched record CLM-418877, policy version 1
2026-10-19 19:54:38Record linked automaticallye2b294792f
scoring_agent, TPA-58374, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:54:38Record linked automatically9a69df94ed
matching_agent, ENR-124853, identity id MBR-000448, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-418877
2026-10-19 19:54:38Record linked automatically649064af1f
scoring_agent, PRV-25620, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:54:38Record linked automaticallyfd96d3caa6
scoring_agent, CLM-418877, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:54:38Record linked automatically88191506a1
scoring_agent, TPA-58373, identity id MBR-000448, confidence 1, method probabilistic, matched record CLM-418877, policy version 1
2026-10-19 19:52:08Record linked automatically247c00ef81
scoring_agent, TPA-58374, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:52:08Record linked automaticallyfb0cb252a7
matching_agent, ENR-124853, identity id MBR-000448, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-418877
2026-10-19 19:52:08Record linked automatically4a5225c43d
scoring_agent, PRV-25620, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:52:08Record linked automatically28d7121ca1
scoring_agent, CLM-418877, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:52:08Record linked automaticallyed73e177fc
scoring_agent, TPA-58373, identity id MBR-000448, confidence 1, method probabilistic, matched record CLM-418877, policy version 1
2026-10-19 19:45:41Record linked automatically67d54a68eb
scoring_agent, TPA-58374, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:45:41Record linked automatically142b81bd9d
matching_agent, ENR-124853, identity id MBR-000448, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-418877
2026-10-19 19:45:41Record linked automaticallyf0ed815eee
scoring_agent, PRV-25620, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:45:41Record linked automaticallyc1e4ea2160
scoring_agent, CLM-418877, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:45:41Record linked automatically695aba9fe8
scoring_agent, TPA-58373, identity id MBR-000448, confidence 1, method probabilistic, matched record CLM-418877, policy version 1
2026-10-19 19:32:31Record linked automaticallyc1043fdfe0
scoring_agent, TPA-58374, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:32:31Record linked automatically03e300ad44
matching_agent, ENR-124853, identity id MBR-000448, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-418877
2026-10-19 19:32:31Record linked automatically8035ffec6f
scoring_agent, PRV-25620, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:32:31Record linked automatically74a62390fe
scoring_agent, CLM-418877, identity id MBR-000448, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:32:31Record linked automatically9329942f1d
scoring_agent, TPA-58373, identity id MBR-000448, confidence 1, method probabilistic, matched record CLM-418877, policy version 1
2026-10-19 19:31:28Record linked automatically10cb50a83a
matching_agent, CLM-418877, identity id MBR-035644, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124677
2026-10-19 19:31:28Record linked automatically3e3feeef86
scoring_agent, PRV-25620, identity id MBR-020643, confidence 1, method probabilistic, matched record TPA-58373, policy version 1
2026-10-19 19:31:28Record linked automatically87a7eee147
scoring_agent, TPA-58373, identity id MBR-020643, confidence 1, method probabilistic, matched record PRV-25620, policy version 1
2026-10-19 19:31:28Record linked automaticallyf9b5f31967
matching_agent, ENR-124853, identity id MBR-001377, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25538

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-2026-015588	2026-01-27	Heritage Medical Group in network	99215, 80053	$367.00	$202.54	Approved	Approved