Identities/MBR-002812

Gold, golden identity

Michelle R Carpenter

5 source records from 3 feeds.

MBR-002812Verified5 records

Golden record

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

First nameENR: Michelle
Middle nameENR: R
Last nameENR: Carpenter
Date of birthENR: 1960-07-18
GenderENR: F
Member IDENR: UHC-05548-92
SSNENR: •••-••-6418
PhoneENR: 6545111132
EmailENR: michelle.carpenter43@outlook.com
AddressCLM: 8637 Ocean Ave # 264
CityENR: Chandler
StateENR: AZ
ZIPENR: 85278
GroupENR: GRP-5683
PlanENR: SELECT-EPO

Min confidence

1.00

Sources

ENR ×2TPA ×2CLM ×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
ENR-127486	ENR	2026-01-09	Michelle Carpenterflagged	1960-07-18	UHC-05548-92	6545111132	8637 Ocean Ave, Chandler, AZ	Scored	1.00	—
ENR-127485	ENR	2026-01-18	Michelle Carpenterflagged	1960-07-18	UHC-05548-92	6545111132	8637 Ocean Ave Apt 21, Chandler, AZ	Scored	1.00	—
TPA-59190	TPA	2026-02-07	Michelle Carpenterflagged	1960-07-18	—	6545111132	8637 Ocean Ave, Chandler, AZ	Scored	1.00	—
TPA-59189	TPA	2026-05-22	Michelle Carpenterflagged	1960-07-18	—	—	8637 Ocean Ave, Chandler, AZ	Scored	1.00	—
CLM-420909	CLM	2026-06-09	Michelle Carpenterflagged	1960-07-18	—	—	8637 Ocean Ave # 264, Chandler, AZ	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-59190TPACLM-420909CLM1.00Scoredweighted 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-59189 TPACLM-420909CLM1.00Scoredweighted 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-127486ENRTPA-59189 TPA1.00Scoredweighted 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-127485ENRTPA-59189 TPA1.00Scoredweighted 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-59190TPATPA-59189 TPA1.00Scoredweighted 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-127486ENRTPA-59190TPA1.00Scoredweighted 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

▶ENR-127485ENRTPA-59190TPA1.00Scoredweighted 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

▶ENR-127486ENRENR-127485ENR0.99RuleD1 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
SSN (last four)	1.00	2.5
Phone	1.00	1.5
Email	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 5Conflicts: noneGuard: none

▶ENR-127486ENRCLM-420909CLM0.97RuleD2 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-127485ENRCLM-420909CLM0.97RuleD2 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

Actions

What downstream consumers did with this identity

Eligibility conflict resolvedProposed
Michelle Carpenter: 2 plan codes across sources → canonical SELECT-EPO
ACT-000138, Eligibility engine
Orphan claim re-pointedExecuted
CLM-420909 → UHC-05548-92 (Michelle Carpenter)
ACT-003529, Claims processor
Outreach address correctedProposed
Michelle Carpenter: 8637 Ocean Ave Apt 21, Chandler → 8637 Ocean Ave # 264, Chandler
ACT-010720, Outreach
Duplicate member record retiredExecuted
Michelle Carpenter: 2 enrollment records collapsed into UHC-05548-92
ACT-022130, Member services

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automaticallydbc08f99fb
scoring_agent, CLM-420909, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:54:38Record linked automaticallyd4f812a999
scoring_agent, TPA-59189, identity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
2026-10-19 19:54:38Record linked automaticallyaee7663dac
scoring_agent, TPA-59190, identity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
2026-10-19 19:54:38Record linked automaticallye1e5e7d7c6
scoring_agent, ENR-127485, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:54:38Record linked automaticallyc4166e92a5
scoring_agent, ENR-127486, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:52:08Record linked automatically01df41b301
scoring_agent, CLM-420909, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:52:08Record linked automatically53962f3926
scoring_agent, TPA-59189, identity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
2026-10-19 19:52:08Record linked automatically72b6165e25
scoring_agent, TPA-59190, identity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
2026-10-19 19:52:08Record linked automatically4b85e09053
scoring_agent, ENR-127485, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:52:08Record linked automaticallycb1b01f27d
scoring_agent, ENR-127486, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:45:41Record linked automatically9c29ee29c4
scoring_agent, CLM-420909, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:45:41Record linked automatically727b31e3bb
scoring_agent, TPA-59189, identity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
2026-10-19 19:45:41Record linked automaticallya6f231e2d2
scoring_agent, TPA-59190, identity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
2026-10-19 19:45:41Record linked automaticallybcde3ba9fb
scoring_agent, ENR-127485, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:45:41Record linked automaticallye1164aafdd
scoring_agent, ENR-127486, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:32:31Record linked automatically901251e77d
scoring_agent, CLM-420909, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:32:31Record linked automaticallyd9c6d5a131
scoring_agent, TPA-59189, identity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
2026-10-19 19:32:31Record linked automaticallya9c79d491b
scoring_agent, TPA-59190, identity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
2026-10-19 19:32:31Record linked automaticallya3b2a080d2
scoring_agent, ENR-127485, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:32:31Record linked automatically8368f0de0a
scoring_agent, ENR-127486, identity id MBR-002812, confidence 1, method probabilistic, matched record TPA-59190, policy version 1
2026-10-19 19:31:28Record linked automaticallyf63c9285aa
matching_agent, CLM-420909, identity id MBR-027989, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127437
2026-10-19 19:31:28Record linked automatically8734a0e0d7
matching_agent, TPA-59189, identity id MBR-024811, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127607
2026-10-19 19:31:28Record linked automatically0caf0ba651
matching_agent, TPA-59190, identity id MBR-017045, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421059
2026-10-19 19:31:28Record linked automatically841c8722c9
matching_agent, ENR-127485, identity id MBR-010506, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420947

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-2026-008296	2026-04-28	Desert Internal Medicine Associates in network	80053	$54.00	—	Denied	Denied
CLM-2026-008295	2026-04-28	Desert Internal Medicine Associates in network	80053	$54.00	$8.48	Approved	Approved