Identities/MBR-008957

Gold, golden identity

Keith X Larson

8 source records from 3 feeds.

MBR-008957Verified8 records

Golden record

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

First nameENR: Keith
Middle nameENR: X
Last nameENR: Larson
Date of birthENR: 1994-01-19
GenderENR: F
Member IDENR: UHC-83530-31
SSNENR: •••-••-3184
PhoneENR: 2916371340
EmailENR: keith.larson@gmail.com
AddressENR: 6408 Lincoln Way
CityENR: Los Angeles
StateENR: CA
ZIPENR: 90046
GroupENR: GRP-4386
PlanENR: MEDICARE-ADV-A

Min confidence

0.99

Sources

TPA ×2CLM ×4ENR ×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-62326	TPA	2026-01-30	Keith Larsonflagged	1994-01-19	—	2916371340	4843 Oak St, Dallas, TX	Scored	1.00	—
CLM-427899	CLM	2026-02-26	Keith Larsonflagged	1994-01-19	UHC-83530-31	—	4843 Oak St, Dallas, TX	Scored	1.00	—
CLM-427898	CLM	2026-02-26	Keith Larsonflagged	1994-01-19	UHC-83530-31	—	4843 Oak St, Dallas, TX	Scored	1.00	—
ENR-136582	ENR	2026-03-25	Keith Larsonflagged	1994-01-19	UHC-83530-31	2916371340	6408 Lincoln Way, Los Angeles, CA	Rule	0.99	D1 member id + dob exact
ENR-136583	ENR	2026-07-12	Keith Larsonflagged	1994-01-19	UHC-83530-31	2916371340	6408 Lincoln Way, Los Angeles, CA	Rule	0.99	D1 member id + dob exact
CLM-427901	CLM	2026-09-07	Larson Keithflagged	1994-01-19	—	2916371340	6408 Lincoln Way, Los Angeles, CA	Scored	1.00	—
CLM-427900	CLM	2026-09-07	Larson Keithflagged	1994-01-19	—	2916371340	6408 Lincoln Way, Los Angeles, CA	Scored	1.00	—
TPA-62327	TPA	2026-10-18	Larson Keithflagged	1994-01-19	UHC-83530-31	—	6408 Lincoln Way, Los Angeles, CA	Scored	1.00	—

Evidence

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

Score

Method

Rule

Decision

▶TPA-62326TPACLM-427898CLM1.00Scoredweighted 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-62326TPACLM-427899CLM1.00Scoredweighted 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-427901CLMCLM-427900CLM1.00Scoredweighted 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-427901CLMTPA-62327TPA1.00Scoredweighted 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-427900CLMTPA-62327TPA1.00Scoredweighted 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-427899CLMCLM-427898CLM0.99RuleD1 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
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶CLM-427899CLMENR-136582ENR0.99RuleD1 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
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶CLM-427898CLMENR-136582ENR0.99RuleD1 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
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶CLM-427899CLMENR-136583ENR0.99RuleD1 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
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶CLM-427898CLMENR-136583ENR0.99RuleD1 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
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶ENR-136582ENRENR-136583ENR0.99RuleD1 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

▶CLM-427899CLMTPA-62327TPA0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Member ID	1.00	4
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶CLM-427898CLMTPA-62327TPA0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Member ID	1.00	4
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶ENR-136582ENRTPA-62327TPA0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Member ID	1.00	4
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-136583ENRTPA-62327TPA0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Member ID	1.00	4
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-136582ENRCLM-427900CLM0.98Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-136583ENRCLM-427900CLM0.98Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-136582ENRCLM-427901CLM0.98Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-136583ENRCLM-427901CLM0.98Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶TPA-62326TPAENR-136582ENR0.79Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-62326TPAENR-136583ENR0.79Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-62326TPACLM-427900CLM0.77Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-62326TPACLM-427901CLM0.77Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	0.95	3	swapped
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	0.00	2	different

Identifiers agreeing: 1Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

Orphan claim re-pointedExecuted
CLM-427901 → UHC-83530-31 (Keith Larson)
ACT-001406, Claims processor
Orphan claim re-pointedExecuted
CLM-427900 → UHC-83530-31 (Keith Larson)
ACT-003124, Claims processor
Care coordination outreachProposed
Keith Larson: 4 claims, no attributed provider
ACT-018476, Next-best-action
Duplicate member record retiredExecuted
Keith Larson: 2 enrollment records collapsed into UHC-83530-31
ACT-023088, Member services

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automatically4c2c4955a8
scoring_agent, TPA-62327, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427901, policy version 1
2026-10-19 19:54:38Record linked automatically4a6ad05cb9
scoring_agent, CLM-427900, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427901, policy version 1
2026-10-19 19:54:38Record linked automatically2d668d7838
scoring_agent, CLM-427901, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427900, policy version 1
2026-10-19 19:54:38Record linked automatically8dce6e14bd
matching_agent, ENR-136583, identity id MBR-008957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427899
2026-10-19 19:54:38Record linked automaticallyafd6f26b9f
matching_agent, ENR-136582, identity id MBR-008957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427899
2026-10-19 19:54:38Record linked automatically63eccf96ab
scoring_agent, CLM-427898, identity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
2026-10-19 19:54:38Record linked automaticallya6d7f13fd8
scoring_agent, CLM-427899, identity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
2026-10-19 19:54:38Record linked automaticallyadf96a6913
scoring_agent, TPA-62326, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427899, policy version 1
2026-10-19 19:52:09Record linked automatically5687dd0928
scoring_agent, TPA-62327, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427901, policy version 1
2026-10-19 19:52:09Record linked automatically2e11685cad
scoring_agent, CLM-427900, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427901, policy version 1
2026-10-19 19:52:09Record linked automatically70cf82e813
scoring_agent, CLM-427901, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427900, policy version 1
2026-10-19 19:52:09Record linked automatically31ed7effdf
matching_agent, ENR-136583, identity id MBR-008957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427899
2026-10-19 19:52:09Record linked automatically6661c2d3f7
matching_agent, ENR-136582, identity id MBR-008957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427899
2026-10-19 19:52:09Record linked automaticallyecf3123e35
scoring_agent, CLM-427898, identity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
2026-10-19 19:52:09Record linked automaticallydf428dec2c
scoring_agent, CLM-427899, identity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
2026-10-19 19:52:09Record linked automatically3e538e98cb
scoring_agent, TPA-62326, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427899, policy version 1
2026-10-19 19:45:42Record linked automatically143e037fbc
scoring_agent, TPA-62327, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427901, policy version 1
2026-10-19 19:45:42Record linked automatically6a117aeab0
scoring_agent, CLM-427900, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427901, policy version 1
2026-10-19 19:45:42Record linked automaticallyaef43bd38b
scoring_agent, CLM-427901, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427900, policy version 1
2026-10-19 19:45:42Record linked automaticallybc75da070a
matching_agent, ENR-136583, identity id MBR-008957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427899
2026-10-19 19:45:42Record linked automatically2aa381a5f6
matching_agent, ENR-136582, identity id MBR-008957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427899
2026-10-19 19:45:42Record linked automaticallybef63868b4
scoring_agent, CLM-427898, identity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
2026-10-19 19:45:42Record linked automaticallye4fa097b0e
scoring_agent, CLM-427899, identity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
2026-10-19 19:45:42Record linked automatically383f80860b
scoring_agent, TPA-62326, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427899, policy version 1
2026-10-19 19:32:31Record linked automatically701f77f2e8
scoring_agent, TPA-62327, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427901, policy version 1
2026-10-19 19:32:31Record linked automatically6632a4b961
scoring_agent, CLM-427900, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427901, policy version 1
2026-10-19 19:32:31Record linked automatically84bd95d67a
scoring_agent, CLM-427901, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427900, policy version 1
2026-10-19 19:32:31Record linked automaticallyc992b082c6
matching_agent, ENR-136583, identity id MBR-008957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427899
2026-10-19 19:32:31Record linked automaticallyc9d24c657c
matching_agent, ENR-136582, identity id MBR-008957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427899
2026-10-19 19:32:31Record linked automatically02a1aa523a
scoring_agent, CLM-427898, identity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
2026-10-19 19:32:31Record linked automaticallya22bb7d2c7
scoring_agent, CLM-427899, identity id MBR-008957, confidence 1, method probabilistic, matched record TPA-62326, policy version 1
2026-10-19 19:32:31Record linked automatically82dbabc7e9
scoring_agent, TPA-62326, identity id MBR-008957, confidence 1, method probabilistic, matched record CLM-427899, policy version 1
2026-10-19 19:31:28Record linked automaticallye8d8007e2b
scoring_agent, TPA-62327, identity id MBR-009240, confidence 0.93, method probabilistic, matched record CLM-428039, policy version 1
2026-10-19 19:31:28Record linked automatically1077c42bf8
scoring_agent, TPA-62326, identity id MBR-005309, confidence 0.98, method probabilistic, matched record ENR-137068, policy version 1
2026-10-19 19:31:28Record linked automatically1e29240d38
matching_agent, CLM-427899, identity id MBR-003192, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136898
2026-10-19 19:31:28Record linked automatically8daec06c94
matching_agent, CLM-427900, identity id MBR-003192, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-136898
2026-10-19 19:31:28Record linked automatically251232169b
matching_agent, CLM-427901, identity id MBR-003062, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136900

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-2026-006782	2026-09-02	Heritage Imaging Center in network	71046	$235.00	$0.00	Approved	Approved
CLM-2026-000268	2026-08-14	Sunrise Medical Group out of network	80053	$70.00	$6.50	Approved	Approved
CLM-2026-016570	2026-02-17	Valley Family Practice in network	99214, 99213	$409.00	$228.58	Approved	Approved
CLM-2026-005500	2026-01-14	Harbor Reference Lab in network	80061	$42.00	$0.00	Approved	Approved