Identities/MBR-000357

Gold, golden identity

Frances L Fields

6 source records from 3 feeds.

MBR-000357Verified6 records

Golden record

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

First namePRV: Frances
Middle nameCLM: L
Last namePRV: Fields
Date of birthCLM: 1952-11-04
GenderCLM: M
Member IDCLM: UHC-96648-95
SSNCLM: •••-••-5847
PhonePRV: 4146613290
EmailPRV: frances.fields@aol.com
AddressPRV: 565 Main St
CityPRV: Tempe
StatePRV: AZ
ZIPPRV: 85239
GroupTPA: GRP-6416
PlanCLM: MEDICARE-ADV-A

Min confidence

1.00

Sources

TPA ×2CLM ×2PRV ×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-55819	TPA	2026-01-02	Frances Fieldsflagged	1952-11-04	—	—	565 Main St, Tempe, AZ	Scored	1.00	—
CLM-413212	CLM	2026-02-19	Frances Fieldsflagged	1952-11-04	UHC-96648-95	—	565 Main St, Tempe, AZ	Scored	1.00	—
PRV-23836	PRV	2026-03-24	Frances Fieldsflagged	1951-11-04	—	4146613290	565 Main St, Tempe, AZ	Scored	1.00	—
PRV-23835	PRV	2026-03-24	Frances Fieldsflagged	1951-11-04	—	4146613290	565 Main St, Tempe, AZ	Scored	1.00	—
TPA-55818	TPA	2026-05-15	Frances Fieldsflagged	1952-11-04	—	4146613290	565 Main St, Tempe, AZ	Scored	1.00	—
CLM-413213	CLM	2026-08-31	Frances Fieldsflagged	1952-11-04	—	4146613290	565 Main St, Tempe, AZ	Scored	1.00	—

Evidence

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

Score

Method

Rule

Decision

▶TPA-55819TPACLM-413212CLM1.00Scoredweighted 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-55819TPACLM-413213CLM1.00Scoredweighted 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-413212CLMCLM-413213CLM1.00Scoredweighted 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-55818TPACLM-413213CLM1.00Scoredweighted 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-23836PRVPRV-23835PRV1.00Scoredweighted 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-55819TPATPA-55818TPA1.00Scoredweighted similarityAuto-linked

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

Identifiers agreeing: 2Conflicts: noneGuard: none

▶CLM-413212CLMTPA-55818TPA1.00Scoredweighted 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-23836PRVTPA-55818TPA0.86Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.50	3	one_digit
Phone	1.00	1.5
Email	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 3Conflicts: noneGuard: none

▶PRV-23835PRVTPA-55818TPA0.86Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.50	3	one_digit
Phone	1.00	1.5
Email	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 3Conflicts: noneGuard: none

▶PRV-23836PRVCLM-413213CLM0.84Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.50	3	one_digit
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶PRV-23835PRVCLM-413213CLM0.84Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.50	3	one_digit
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶TPA-55819TPAPRV-23835PRV0.84Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.50	3	one_digit
Email	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶TPA-55819TPAPRV-23836PRV0.84Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.50	3	one_digit
Email	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶CLM-413212CLMPRV-23835PRV0.81Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.50	3	one_digit
Address	1.00	2	exact

Identifiers agreeing: 1Conflicts: noneGuard: none

▶CLM-413212CLMPRV-23836PRV0.81Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.50	3	one_digit
Address	1.00	2	exact

Identifiers agreeing: 1Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

Orphan claim re-pointedExecuted
CLM-413213 → UHC-96648-95 (Frances Fields)
ACT-005333, Claims processor

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automaticallyd3fbd1badd
scoring_agent, CLM-413213, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:54:38Record linked automatically82d3aa3c1c
scoring_agent, TPA-55818, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:54:38Record linked automatically8fdf51c84b
scoring_agent, PRV-23835, identity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23836, policy version 1
2026-10-19 19:54:38Record linked automatically17a24c21a6
scoring_agent, PRV-23836, identity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23835, policy version 1
2026-10-19 19:54:38Record linked automatically784eaae02e
scoring_agent, CLM-413212, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:54:38Record linked automatically7d03bf1063
scoring_agent, TPA-55819, identity id MBR-000357, confidence 1, method probabilistic, matched record CLM-413212, policy version 1
2026-10-19 19:52:08Record linked automatically5258969535
scoring_agent, CLM-413213, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:52:08Record linked automatically4677125390
scoring_agent, TPA-55818, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:52:08Record linked automaticallyf4ea997457
scoring_agent, PRV-23835, identity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23836, policy version 1
2026-10-19 19:52:08Record linked automatically51935d2c32
scoring_agent, PRV-23836, identity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23835, policy version 1
2026-10-19 19:52:08Record linked automatically3cb5d2d292
scoring_agent, CLM-413212, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:52:08Record linked automaticallyf486ee9be3
scoring_agent, TPA-55819, identity id MBR-000357, confidence 1, method probabilistic, matched record CLM-413212, policy version 1
2026-10-19 19:45:41Record linked automatically1dda1b7a82
scoring_agent, CLM-413213, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:45:41Record linked automatically70ee20848d
scoring_agent, TPA-55818, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:45:41Record linked automatically305525bfee
scoring_agent, PRV-23835, identity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23836, policy version 1
2026-10-19 19:45:41Record linked automatically3a32ca4866
scoring_agent, PRV-23836, identity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23835, policy version 1
2026-10-19 19:45:41Record linked automaticallyde7f233712
scoring_agent, CLM-413212, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:45:41Record linked automatically0bee0c71de
scoring_agent, TPA-55819, identity id MBR-000357, confidence 1, method probabilistic, matched record CLM-413212, policy version 1
2026-10-19 19:32:31Record linked automatically67668a17df
scoring_agent, CLM-413213, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:32:31Record linked automaticallyd2702d6786
scoring_agent, TPA-55818, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:32:31Record linked automatically8f81aa3971
scoring_agent, PRV-23835, identity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23836, policy version 1
2026-10-19 19:32:31Record linked automatically71396bcf00
scoring_agent, PRV-23836, identity id MBR-000357, confidence 1, method probabilistic, matched record PRV-23835, policy version 1
2026-10-19 19:32:31Record linked automaticallyb39de72273
scoring_agent, CLM-413212, identity id MBR-000357, confidence 1, method probabilistic, matched record TPA-55819, policy version 1
2026-10-19 19:32:31Record linked automatically153c5129e6
scoring_agent, TPA-55819, identity id MBR-000357, confidence 1, method probabilistic, matched record CLM-413212, policy version 1
2026-10-19 19:31:28Record linked automaticallyd776996612
matching_agent, TPA-55818, identity id MBR-045648, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-413322
2026-10-19 19:31:28Record linked automatically11530efa99
scoring_agent, TPA-55819, identity id MBR-027347, confidence 0.98, method probabilistic, matched record ENR-117598, policy version 1
2026-10-19 19:31:28Record linked automatically5bfff30436
scoring_agent, CLM-413212, identity id MBR-021455, confidence 1, method probabilistic, matched record CLM-413213, policy version 1
2026-10-19 19:31:28Record linked automatically1cea074973
scoring_agent, CLM-413213, identity id MBR-021455, confidence 1, method probabilistic, matched record CLM-413212, policy version 1
2026-10-19 19:31:28Record linked automatically60da265241
scoring_agent, PRV-23835, identity id MBR-011682, confidence 0.98, method probabilistic, matched record CLM-412971, policy version 1
2026-10-19 19:31:28Record linked automatically76e4d7f0d2
scoring_agent, PRV-23836, identity id MBR-011682, confidence 1, method probabilistic, matched record CLM-412971, 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-2026-015151	2026-08-12	Sunrise Diabetes Center in network	83036	$71.00	$0.00	Approved	Approved
CLM-2026-026483	2026-02-07	Riverside Bone and Joint Center out of network	99213, 20610	$498.00	$174.10	Approved	Approved