Identities/MBR-014115
Gold, golden identity

Kelly P Miller

5 source records from 3 feeds.

MBR-014115Verified5 records

Golden record

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

First nameCLM
Kelly
Middle nameENR
P
Last nameENR
Miller
Date of birthENR
1977-09-23
GenderENR
F
Member IDENR
UHC-87446-96
SSNENR
•••-••-6318
PhoneENR
7748767147
EmailENR
kelly.miller@outlook.com
AddressENR
1236 Sage Ct
CityENR
Gilbert
StateENR
AZ
ZIPCLM
85263
GroupENR
GRP-2462
PlanENR
CORE-HMO
Min confidence
0.99
Sources
ENR ×1CLM ×3TPA ×1
Updated
2026-10-22 12:43:43
run-mvjj6udb

Identity graph

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

0.991.000.991.001.00ENRENR-113693CLMCLM-410419CLMCLM-410417TPATPA-54552CLMCLM-410418IDMBR-014115
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
ENR-113693ENR2026-02-18Keelly Millerflagged1977-09-23UHC-87446-9677487671471236 Sage Ct, Gilbert, AZRule0.99D1 member id + dob exact
CLM-410419CLM2026-03-25Kelly Millerflagged1977-09-23UHC-87446-96—1236 Sage Ct, Gilbert, AZScored1.00—
CLM-410417CLM2026-04-05Kelly Millerflagged1977-09-23UHC-87446-96——Rule0.99D1 member id + dob exact
TPA-54552TPA2026-06-09Kelly Millerflagged1977-09-23—77487671471236 Sage Ct, Gilbert, AZScored1.00—
CLM-410418CLM2026-07-04Kelly Millerflagged1977-09-23—77487671471236 Sage Ct, Gilbert, AZScored1.00—

Evidence

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

ABScoreMethodRuleDecision
▶CLM-410419CLMCLM-410418CLM1.00Scoredweighted similarityAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
Address1.002exact
Identifiers agreeing: 1Conflicts: noneGuard: none
▶TPA-54552TPACLM-410418CLM1.00Scoredweighted similarityAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
Phone1.001.5
Address1.002exact
Identifiers agreeing: 2Conflicts: noneGuard: none
▶CLM-410419CLMTPA-54552TPA1.00Scoredweighted similarityAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
Address1.002exact
Identifiers agreeing: 1Conflicts: noneGuard: none
▶ENR-113693ENRCLM-410417CLM0.99RuleD1 member id + dob exactAuto-linked
FieldSimilarityWeightNote
Name0.983
Date of birth1.003exact
Member ID1.004
SSN (last four)1.002.5
Identifiers agreeing: 2Conflicts: noneGuard: none
▶CLM-410419CLMCLM-410417CLM0.99RuleD1 member id + dob exactAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
Member ID1.004
SSN (last four)1.002.5
Identifiers agreeing: 2Conflicts: noneGuard: none
▶ENR-113693ENRCLM-410419CLM0.99RuleD1 member id + dob exactAuto-linked
FieldSimilarityWeightNote
Name0.983
Date of birth1.003exact
Member ID1.004
SSN (last four)1.002.5
Email1.001.5
Address0.702street_match
Identifiers agreeing: 4Conflicts: noneGuard: none
▶ENR-113693ENRCLM-410418CLM0.93Scoredweighted similarityAuto-linked
FieldSimilarityWeightNote
Name0.983
Date of birth1.003exact
Phone1.001.5
Address0.702street_match
Identifiers agreeing: 2Conflicts: noneGuard: none
▶ENR-113693ENRTPA-54552TPA0.93Scoredweighted similarityAuto-linked
FieldSimilarityWeightNote
Name0.983
Date of birth1.003exact
Phone1.001.5
Address0.702street_match
Identifiers agreeing: 2Conflicts: noneGuard: none
▶CLM-410417CLMCLM-410418CLM0.83Scoredweighted similaritySent to steward
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
Identifiers agreeing: 0Conflicts: noneGuard: No identifier agrees
▶CLM-410417CLMTPA-54552TPA0.83Scoredweighted similaritySent to steward
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
Identifiers agreeing: 0Conflicts: noneGuard: No identifier agrees

Actions

What downstream consumers did with this identity

  • Orphan claim re-pointedExecuted
    CLM-410418 → UHC-87446-96 (Kelly Miller)
    ACT-005557, Claims processor
  • Care coordination outreachProposed
    Kelly Miller: 3 claims, no attributed provider
    ACT-018788, Next-best-action

Audit

Hash-chained entries touching this identity or its records

  • 2026-10-22 12:43:54Record linked automaticallye4c68fe545
    scoring_agent, CLM-410418, identity id MBR-014115, confidence 1, method probabilistic, matched record CLM-410419, policy version 1
  • 2026-10-22 12:43:54Record linked automatically5ca7bc4ce8
    scoring_agent, TPA-54552, identity id MBR-014115, confidence 1, method probabilistic, matched record CLM-410419, policy version 1
  • 2026-10-22 12:43:54Record linked automaticallyb77469b79b
    matching_agent, CLM-410417, identity id MBR-014115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113693
  • 2026-10-22 12:43:54Record linked automatically586882b73a
    scoring_agent, CLM-410419, identity id MBR-014115, confidence 1, method probabilistic, matched record TPA-54552, policy version 1
  • 2026-10-22 12:43:54Record linked automaticallyc5fd2d29d7
    matching_agent, ENR-113693, identity id MBR-014115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410419
  • 2026-10-19 19:54:38Record linked automatically3641f450b6
    scoring_agent, CLM-410418, identity id MBR-014115, confidence 1, method probabilistic, matched record CLM-410419, policy version 1
  • 2026-10-19 19:54:38Record linked automaticallyd6ead8945b
    scoring_agent, TPA-54552, identity id MBR-014115, confidence 1, method probabilistic, matched record CLM-410419, policy version 1
  • 2026-10-19 19:54:38Record linked automaticallydb4c598c44
    matching_agent, CLM-410417, identity id MBR-014115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113693
  • 2026-10-19 19:54:38Record linked automatically5c39d78e20
    scoring_agent, CLM-410419, identity id MBR-014115, confidence 1, method probabilistic, matched record TPA-54552, policy version 1
  • 2026-10-19 19:54:38Record linked automatically62a01bb45a
    matching_agent, ENR-113693, identity id MBR-014115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410419
  • 2026-10-19 19:52:09Record linked automaticallyd5c7e2f289
    scoring_agent, CLM-410418, identity id MBR-014115, confidence 1, method probabilistic, matched record CLM-410419, policy version 1
  • 2026-10-19 19:52:09Record linked automaticallyb42e5fee52
    scoring_agent, TPA-54552, identity id MBR-014115, confidence 1, method probabilistic, matched record CLM-410419, policy version 1
  • 2026-10-19 19:52:09Record linked automatically91f3a54841
    matching_agent, CLM-410417, identity id MBR-014115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113693
  • 2026-10-19 19:52:09Record linked automaticallya8dbc5a24b
    scoring_agent, CLM-410419, identity id MBR-014115, confidence 1, method probabilistic, matched record TPA-54552, policy version 1
  • 2026-10-19 19:52:09Record linked automaticallyf459ce9fb5
    matching_agent, ENR-113693, identity id MBR-014115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410419
  • 2026-10-19 19:45:42Record linked automaticallyf8265daf6b
    scoring_agent, CLM-410418, identity id MBR-014115, confidence 1, method probabilistic, matched record CLM-410419, policy version 1
  • 2026-10-19 19:45:42Record linked automatically7f53abe1fe
    scoring_agent, TPA-54552, identity id MBR-014115, confidence 1, method probabilistic, matched record CLM-410419, policy version 1
  • 2026-10-19 19:45:42Record linked automaticallyc0091fbc1c
    matching_agent, CLM-410417, identity id MBR-014115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113693
  • 2026-10-19 19:45:42Record linked automatically53ddb13612
    scoring_agent, CLM-410419, identity id MBR-014115, confidence 1, method probabilistic, matched record TPA-54552, policy version 1
  • 2026-10-19 19:45:42Record linked automaticallyc86387431f
    matching_agent, ENR-113693, identity id MBR-014115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410419
  • 2026-10-19 19:32:31Record linked automaticallye2ed1ffa49
    scoring_agent, CLM-410418, identity id MBR-014115, confidence 1, method probabilistic, matched record CLM-410419, policy version 1
  • 2026-10-19 19:32:31Record linked automaticallyb001bbed7a
    scoring_agent, TPA-54552, identity id MBR-014115, confidence 1, method probabilistic, matched record CLM-410419, policy version 1
  • 2026-10-19 19:32:31Record linked automatically16c5a00a6b
    matching_agent, CLM-410417, identity id MBR-014115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113693
  • 2026-10-19 19:32:31Record linked automatically42fb0c235f
    scoring_agent, CLM-410419, identity id MBR-014115, confidence 1, method probabilistic, matched record TPA-54552, policy version 1
  • 2026-10-19 19:32:31Record linked automatically33023dc4e4
    matching_agent, ENR-113693, identity id MBR-014115, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410419
  • 2026-10-19 19:31:28Record linked automaticallyea302a089c
    scoring_agent, TPA-54552, identity id MBR-020845, confidence 0.99, method probabilistic, matched record CLM-410198, policy version 1
  • 2026-10-19 19:31:28Record linked automatically1a6c4953c7
    scoring_agent, CLM-410418, identity id MBR-018925, confidence 1, method probabilistic, matched record CLM-410417, policy version 1
  • 2026-10-19 19:31:28Record linked automatically012350ba4e
    scoring_agent, CLM-410417, identity id MBR-018925, confidence 1, method probabilistic, matched record CLM-410418, policy version 1
  • 2026-10-19 19:31:28Record linked automatically05fd6b236c
    matching_agent, CLM-410419, identity id MBR-011797, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23092
  • 2026-10-19 19:31:28Record linked automaticallybf7e5d8bed
    matching_agent, ENR-113693, identity id MBR-010805, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410372

Claims for this member

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

All claims
ClaimServiceProviderProceduresBilledPlan paidRulesStatus
CLM-2026-0159782026-06-07Unity Cardiovascular Associates
in network
93458$8,815.00$3,800.29ApprovedApproved
CLM-2026-0174162026-03-03Pinecrest Bone and Joint Center
in network
20610$272.00$93.64ApprovedApproved
CLM-2026-0321682026-03-08Unity Community Hospital
in network
70553$3,115.00—Needs reviewNeeds review