Identities/MBR-024104
Gold, golden identity

Bobby L Carroll

5 source records from 2 feeds.

MBR-024104Verified5 records

Golden record

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

First nameENR
Bobby
Middle nameENR
L
Last nameENR
Carroll
Date of birthENR
1998-09-03
GenderCLM
M
Member IDENR
UHC-56827-60
SSNENR
•••-••-1708
PhoneENR
4596140892
EmailENR
bobby.carroll@aol.com
AddressENR
8355 Palm Dr
CityENR
Chandler
StateENR
AZ
ZIPENR
85254
GroupENR
GRP-9512
PlanENR
OPTIONS-PPO
Min confidence
0.97
Sources
CLM ×4ENR ×1
Updated
2026-10-19 19:54:36
run-mvfoap9e

Identity graph

Source records linked to this identity and the confidence of each link

0.970.990.990.990.99CLMCLM-414540CLMCLM-414541CLMCLM-414542ENRENR-119138CLMCLM-414539IDMBR-024104
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

RecordSourceReceivedNameDOBMember IDPhoneAddressMethodConfidenceRule
CLM-414540CLM2026-04-05Bobby Carrollflagged1998-09-03——8355 Palm Dr, Chandler, AZRule0.97D2 ssn4 + dob + last name
CLM-414541CLM2026-06-13Bobby Carrollflagged1998-09-03UHC-56827-6045961408928355 Palm Dr Apt 24, Chandler, AZRule0.99D1 member id + dob exact
CLM-414542CLM2026-09-12Bobby Carrollflagged1998-09-03UHC-56827-60—8355 Palm Dr, Chandler, AZRule0.99D1 member id + dob exact
ENR-119138ENR2026-09-28Bobby Carrollflagged1998-09-03UHC-56827-6045961408928355 Palm Dr, Chandler, AZRule0.99D1 member id + dob exact
CLM-414539CLM2026-10-03Boobby Carrollflagged1998-09-03UHC-56827-6045961408928355 Palm Dr, Chandler, AZRule0.99D1 member id + dob exact

Evidence

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

ABScoreMethodRuleDecision
▶CLM-414541CLMCLM-414539CLM0.99RuleD1 member id + dob exactAuto-linked
FieldSimilarityWeightNote
Name0.763
Date of birth1.003exact
Member ID1.004
Phone1.001.5
Address1.002exact
Identifiers agreeing: 3Conflicts: noneGuard: none
▶CLM-414542CLMCLM-414539CLM0.99RuleD1 member id + dob exactAuto-linked
FieldSimilarityWeightNote
Name0.763
Date of birth1.003exact
Member ID1.004
Address1.002exact
Identifiers agreeing: 2Conflicts: noneGuard: none
▶ENR-119138ENRCLM-414539CLM0.99RuleD1 member id + dob exactAuto-linked
FieldSimilarityWeightNote
Name0.763
Date of birth1.003exact
Member ID1.004
Phone1.001.5
Address1.002exact
Identifiers agreeing: 3Conflicts: noneGuard: none
▶CLM-414541CLMCLM-414542CLM0.99RuleD1 member id + dob exactAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
Member ID1.004
SSN (last four)1.002.5
Address1.002exact
Identifiers agreeing: 3Conflicts: noneGuard: none
▶CLM-414541CLMENR-119138ENR0.99RuleD1 member id + dob exactAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
Member ID1.004
SSN (last four)1.002.5
Phone1.001.5
Address1.002exact
Identifiers agreeing: 4Conflicts: noneGuard: none
▶CLM-414542CLMENR-119138ENR0.99RuleD1 member id + dob exactAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
Member ID1.004
SSN (last four)1.002.5
Address1.002exact
Identifiers agreeing: 3Conflicts: noneGuard: none
▶CLM-414540CLMCLM-414541CLM0.97RuleD2 ssn4 + dob + last nameAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
SSN (last four)1.002.5
Address1.002exact
Identifiers agreeing: 2Conflicts: noneGuard: none
▶CLM-414540CLMCLM-414542CLM0.97RuleD2 ssn4 + dob + last nameAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
SSN (last four)1.002.5
Address1.002exact
Identifiers agreeing: 2Conflicts: noneGuard: none
▶CLM-414540CLMENR-119138ENR0.97RuleD2 ssn4 + dob + last nameAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
SSN (last four)1.002.5
Email1.001.5
Address1.002exact
Identifiers agreeing: 3Conflicts: noneGuard: none
▶CLM-414540CLMCLM-414539CLM0.91Scoredweighted similarityAuto-linked
FieldSimilarityWeightNote
Name0.763
Date of birth1.003exact
Address1.002exact
Identifiers agreeing: 1Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

  • Orphan claim re-pointedExecuted
    CLM-414540 → UHC-56827-60 (Bobby Carroll)
    ACT-009553, Claims processor
  • Care coordination outreachProposed
    Bobby Carroll: 4 claims, no attributed provider
    ACT-019260, Next-best-action

Audit

Hash-chained entries touching this identity or its records

  • 2026-10-19 19:54:38Record linked automatically997ce64b12
    matching_agent, CLM-414539, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:54:38Record linked automaticallyf2af231eda
    matching_agent, ENR-119138, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:54:38Record linked automaticallyaa5e105557
    matching_agent, CLM-414542, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:54:38Record linked automatically89590d75c7
    matching_agent, CLM-414541, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414542
  • 2026-10-19 19:54:38Record linked automaticallyb962b7122d
    matching_agent, CLM-414540, identity id MBR-024104, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-414541
  • 2026-10-19 19:52:09Record linked automatically1f6c5148bf
    matching_agent, CLM-414539, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:52:09Record linked automatically22469f43ff
    matching_agent, ENR-119138, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:52:09Record linked automatically1e1726c0f7
    matching_agent, CLM-414542, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:52:09Record linked automatically48a3e04011
    matching_agent, CLM-414541, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414542
  • 2026-10-19 19:52:09Record linked automatically151fd59d4d
    matching_agent, CLM-414540, identity id MBR-024104, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-414541
  • 2026-10-19 19:45:42Record linked automaticallye6f2a356be
    matching_agent, CLM-414539, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:45:42Record linked automatically4ae6fa9e6f
    matching_agent, ENR-119138, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:45:42Record linked automaticallyf2945c4627
    matching_agent, CLM-414542, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:45:42Record linked automaticallyd45bb1d7a2
    matching_agent, CLM-414541, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414542
  • 2026-10-19 19:45:42Record linked automatically77d5d82875
    matching_agent, CLM-414540, identity id MBR-024104, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-414541
  • 2026-10-19 19:32:31Record linked automatically8560218f54
    matching_agent, CLM-414539, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:32:31Record linked automatically1f77ff9783
    matching_agent, ENR-119138, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:32:31Record linked automatically27a9232470
    matching_agent, CLM-414542, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414541
  • 2026-10-19 19:32:31Record linked automatically7b6b9a9c27
    matching_agent, CLM-414541, identity id MBR-024104, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414542
  • 2026-10-19 19:32:31Record linked automatically104f52170d
    matching_agent, CLM-414540, identity id MBR-024104, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-414541
  • 2026-10-19 19:31:28Record linked automatically66e1b2109f
    scoring_agent, CLM-414540, identity id MBR-034143, confidence 1, method probabilistic, matched record PRV-24266, policy version 1
  • 2026-10-19 19:31:28Record linked automatically4bd7fac451
    scoring_agent, CLM-414539, identity id MBR-019178, confidence 1, method probabilistic, matched record ENR-119065, policy version 1
  • 2026-10-19 19:31:28Record linked automaticallyfa61274947
    scoring_agent, ENR-119138, identity id MBR-006850, confidence 1.00, method probabilistic, matched record CLM-414605, policy version 1

Claims for this member

Claims attached through the identity graph; holds follow open steward cases automatically

All claims
ClaimServiceProviderProceduresBilledPlan paidRulesStatus
CLM-2026-0060352026-08-21Evergreen Orthopedic Specialists
in network
29881$10,912.00—DeniedDenied
CLM-2026-0334792026-08-15Northgate Medical Group
in network
90471$45.00$0.00ApprovedApproved
CLM-2026-0015552026-04-30Unity Internal Medicine Associates
out of network
70553$2,102.00—Needs reviewNeeds review
CLM-2026-0312932026-03-06Harbor Cardiovascular Associates
in network
93306$926.00$0.00ApprovedApproved