Larry Y Arnold

4 source records from 2 feeds.

MBR-009807Verified4 records

Golden record

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

First nameENR: Larry
Middle nameCLM: Y
Last nameENR: Arnold
Date of birthENR: 1978-01-01
GenderENR: M
Member IDENR: UHC-60731-35
SSNENR: •••-••-6256
PhoneCLM: 2113956342
Email—: —
AddressENR: 1043 Ocean Ave
CityENR: Tucson
StateENR: AZ
ZIPENR: 85745
GroupENR: GRP-4286
PlanENR: OPTIONS-PPO

Min confidence

1.00

Sources

CLM ×3ENR ×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
CLM-403850	CLM	2026-02-02	Larry Arnoldflagged	1978-01-01	—	2113956342	1043 Ocean Ave, Tucson, AZ	Scored	1.00	—
CLM-403851	CLM	2026-05-20	Larry Arnoldflagged	1978-01-01	—	2113956342	1043 Ocean Ave, Tucson, AZ	Scored	1.00	—
CLM-403852	CLM	2026-05-30	Larry Arnoldflagged	1978-01-01	—	—	1043 Ocean Ave, Tucson, AZ	Scored	1.00	—
ENR-104995	ENR	2026-07-08	Larry Arnoldflagged	1978-01-01	UHC-60731-35	—	1043 Ocean Ave, Tucson, AZ	Scored	1.00	—

Evidence

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

Score

Method

Rule

Decision

▶CLM-403850CLMCLM-403851CLM1.00Scoredweighted 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-403850CLMCLM-403852CLM1.00Scoredweighted 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-403851CLMCLM-403852CLM1.00Scoredweighted 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-403850CLMENR-104995ENR1.00Scoredweighted 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-403851CLMENR-104995ENR1.00Scoredweighted 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-403852CLMENR-104995ENR0.97RuleD2 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

Orphan claim re-pointedExecuted
CLM-403851 → UHC-60731-35 (Larry Arnold)
ACT-003810, Claims processor
Orphan claim re-pointedExecuted
CLM-403852 → UHC-60731-35 (Larry Arnold)
ACT-003877, Claims processor
Orphan claim re-pointedExecuted
CLM-403850 → UHC-60731-35 (Larry Arnold)
ACT-007126, Claims processor
Care coordination outreachProposed
Larry Arnold: 3 claims, no attributed provider
ACT-018526, Next-best-action

Audit

Hash-chained entries touching this identity or its records

2026-10-22 12:43:54Record linked automatically5778fc6d94
scoring_agent, ENR-104995, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-22 12:43:54Record linked automatically7b032be3ea
scoring_agent, CLM-403852, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-22 12:43:54Record linked automatically007ac12d63
scoring_agent, CLM-403851, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-22 12:43:54Record linked automaticallycd7a894dac
scoring_agent, CLM-403850, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403851, policy version 1
2026-10-19 19:54:38Record linked automaticallye521ac62cf
scoring_agent, ENR-104995, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:54:38Record linked automatically36fc3597c8
scoring_agent, CLM-403852, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:54:38Record linked automatically98366b85e3
scoring_agent, CLM-403851, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:54:38Record linked automatically6f0abbf52a
scoring_agent, CLM-403850, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403851, policy version 1
2026-10-19 19:52:09Record linked automaticallye0903adbf9
scoring_agent, ENR-104995, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:52:09Record linked automatically992f2e48b5
scoring_agent, CLM-403852, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:52:09Record linked automaticallya0d9d1b75b
scoring_agent, CLM-403851, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:52:09Record linked automatically31bf9a134e
scoring_agent, CLM-403850, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403851, policy version 1
2026-10-19 19:45:42Record linked automaticallybf6c50cd74
scoring_agent, ENR-104995, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:45:42Record linked automaticallybc31ea66fe
scoring_agent, CLM-403852, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:45:42Record linked automatically2d534796aa
scoring_agent, CLM-403851, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:45:42Record linked automatically5d50ef6e1f
scoring_agent, CLM-403850, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403851, policy version 1
2026-10-19 19:32:31Record linked automaticallyb0b6182eb9
scoring_agent, ENR-104995, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:32:31Record linked automatically56b9c48e5b
scoring_agent, CLM-403852, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:32:31Record linked automatically955e019860
scoring_agent, CLM-403851, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403850, policy version 1
2026-10-19 19:32:31Record linked automaticallyc0602a1eb6
scoring_agent, CLM-403850, identity id MBR-009807, confidence 1, method probabilistic, matched record CLM-403851, policy version 1
2026-10-19 19:31:28Record linked automatically097a436a20
scoring_agent, ENR-104995, identity id MBR-037159, confidence 1, method probabilistic, matched record TPA-51716, policy version 1
2026-10-19 19:31:28Record linked automaticallyff80a7b6ea
scoring_agent, CLM-403852, identity id MBR-035738, confidence 1, method probabilistic, matched record ENR-105017, policy version 1
2026-10-19 19:31:28Record linked automatically16666d91de
matching_agent, CLM-403851, identity id MBR-002393, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-51722
2026-10-19 19:31:28Record linked automatically8c04970800
scoring_agent, CLM-403850, identity id MBR-001352, confidence 1, method probabilistic, matched record TPA-51720, 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-2026-009749	2026-04-19	Riverside Family Practice in network	36415	$21.00	$0.00	Approved	Approved
CLM-2026-009469	2026-04-24	Cornerstone Regional Medical Center in network	96374	$181.00	$0.00	Approved	Approved
CLM-2026-021853	2026-01-26	Riverside Community Hospital in network	99284, 99283	$2,463.00	$1,204.65	Approved	Approved