Linda Munoz

4 source records from 2 feeds.

MBR-016290Verified4 records

Golden record

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

First nameCLM: Linda
Middle name—: —
Last nameCLM: Munoz
Date of birthCLM: 1982-01-07
GenderCLM: M
Member IDCLM: UHC-54842-57
SSNCLM: •••-••-4384
PhoneCLM: 2278087960
Email—: —
AddressCLM: 5984 Harbor Blvd
CityCLM: Columbus
StateCLM: OH
ZIPCLM: 43261
GroupCLM: GRP-3952
PlanCLM: CHOICE-PLUS-PPO

Min confidence

0.85

Sources

TPA ×2CLM ×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-64032	TPA	2026-02-27	Linda Munozflagged	1982-10-07	—	—	5984 Harbor Blvd, Columbus, OH	Scored	0.85	—
CLM-431819	CLM	2026-06-18	Linda Munozflagged	1982-01-07	—	2278087960	5984 Harbor Blvd, Columbus, OH	Scored	1.00	—
TPA-64031	TPA	2026-06-22	Linda Munozflagged	—	—	2278087960	5984 Harbor Blvd Apt 19, Columbus, OH	Scored	1.00	—
CLM-431820	CLM	2026-09-14	Linda Munozflagged	1982-01-07	UHC-54842-57	—	5984 Harbor Blvd, Columbus, OH	Scored	1.00	—

Evidence

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

Score

Method

Rule

Decision

▶CLM-431819CLMCLM-431820CLM1.00Scoredweighted 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-64031TPACLM-431820CLM1.00Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
SSN (last four)	1.00	2.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶CLM-431819CLMTPA-64031TPA1.00Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶TPA-64032TPACLM-431819CLM0.85Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.60	3	transposition
Address	1.00	2	exact

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-64032TPACLM-431820CLM0.85Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.60	3	transposition
Address	1.00	2	exact

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-64032TPATPA-64031TPA0.83Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Address	1.00	2	exact

Identifiers agreeing: 1Conflicts: noneGuard: Too few fields to compare

Actions

What downstream consumers did with this identity

Orphan claim re-pointedExecuted
CLM-431819 → UHC-54842-57 (Linda Munoz)
ACT-004858, Claims processor

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automaticallya64ea61584
scoring_agent, CLM-431820, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:54:38Record linked automatically21acfff546
scoring_agent, TPA-64031, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:54:38Record linked automaticallya3f6913219
scoring_agent, CLM-431819, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431820, policy version 1
2026-10-19 19:54:38Record linked automatically71fe17c8c5
scoring_agent, TPA-64032, identity id MBR-016290, confidence 0.85, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:52:09Record linked automaticallyf30bc81973
scoring_agent, CLM-431820, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:52:09Record linked automaticallyb20109ebd5
scoring_agent, TPA-64031, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:52:09Record linked automatically5884f6b329
scoring_agent, CLM-431819, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431820, policy version 1
2026-10-19 19:52:09Record linked automaticallyf2c25b2377
scoring_agent, TPA-64032, identity id MBR-016290, confidence 0.85, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:45:42Record linked automatically5190e4aa39
scoring_agent, CLM-431820, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:45:42Record linked automaticallyfba142f5c0
scoring_agent, TPA-64031, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:45:42Record linked automaticallyb226a16d29
scoring_agent, CLM-431819, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431820, policy version 1
2026-10-19 19:45:42Record linked automatically3df62d632b
scoring_agent, TPA-64032, identity id MBR-016290, confidence 0.85, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:32:31Record linked automaticallya64d579128
scoring_agent, CLM-431820, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:32:31Record linked automatically5879888301
scoring_agent, TPA-64031, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:32:31Record linked automatically5e6294d748
scoring_agent, CLM-431819, identity id MBR-016290, confidence 1, method probabilistic, matched record CLM-431820, policy version 1
2026-10-19 19:32:31Record linked automaticallyb5f2f19894
scoring_agent, TPA-64032, identity id MBR-016290, confidence 0.85, method probabilistic, matched record CLM-431819, policy version 1
2026-10-19 19:31:28Record linked automatically62c9b0f485
matching_agent, CLM-431819, identity id MBR-016501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431820
2026-10-19 19:31:28Record linked automaticallyf7c88114dc
matching_agent, CLM-431820, identity id MBR-016501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142007
2026-10-19 19:31:28Record linked automatically8e4d0d1455
scoring_agent, TPA-64032, identity id MBR-003815, confidence 1, method probabilistic, matched record ENR-142291, 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-2026-026181	2026-08-16	Unity Primary Care Associates in network	36415, 99395, 99214	$526.00	$314.34	Approved	Approved
CLM-2026-013372	2026-06-03	Canyon Cardiovascular Associates in network	93224	$466.00	$248.92	Approved	Approved