Identities/MBR-002791
Gold, golden identity

Deborah H Obrien

5 source records from 3 feeds.

MBR-002791Verified5 records

Golden record

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

First nameENR
Deborah
Middle nameENR
H
Last nameENR
Obrien
Date of birthENR
1991-02-05
GenderENR
F
Member IDENR
UHC-77787-12
SSNENR
•••-••-1467
PhoneENR
4948477432
EmailENR
deborah.obrien@yahoo.com
AddressENR
6867 Main St
CityENR
Los Angeles
StateENR
CA
ZIP—
—
GroupENR
GRP-7916
PlanENR
MEDICARE-ADV-B
Min confidence
0.97
Sources
TPA ×1CLM ×3ENR ×1
Updated
2026-10-19 19:54:36
run-mvfoap9e

Identity graph

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

0.971.001.001.000.99TPATPA-61951CLMCLM-427073CLMCLM-427072CLMCLM-427074ENRENR-135507IDMBR-002791
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
TPA-61951TPA2026-01-09Debbie Obrienflagged1991-02-05—49484774326867 Main St, Los Angeles, CARule0.97D2 ssn4 + dob + last name
CLM-427073CLM2026-01-24Deborah Obrienflagged1991-02-05——6867 Main St, Los Angeles, CAScored1.00—
CLM-427072CLM2026-02-12Deb Obrienflagged1991-02-05UHC-77787-12—6867 Main St, Los Angeles, CAScored1.00—
CLM-427074CLM2026-04-12Deborah Obrienflagged1991-02-05——6867 Main St, Los Angeles, CAScored1.00—
ENR-135507ENR2026-09-29Deborah Obrienflagged1991-02-05UHC-77787-1249484774326867 Main St, Los Angeles, CARule0.99D1 member id + dob exact

Evidence

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

ABScoreMethodRuleDecision
▶CLM-427073CLMCLM-427072CLM1.00Scoredweighted similarityAuto-linked
FieldSimilarityWeightNote
Name1.003nickname
Date of birth1.003exact
Address1.002exact
Identifiers agreeing: 1Conflicts: noneGuard: none
▶CLM-427072CLMCLM-427074CLM1.00Scoredweighted similarityAuto-linked
FieldSimilarityWeightNote
Name1.003nickname
Date of birth1.003exact
Address1.002exact
Identifiers agreeing: 1Conflicts: noneGuard: none
▶CLM-427072CLMENR-135507ENR0.99RuleD1 member id + dob exactAuto-linked
FieldSimilarityWeightNote
Name1.003nickname
Date of birth1.003exact
Member ID1.004
Address0.702street_match
Identifiers agreeing: 2Conflicts: noneGuard: none
▶TPA-61951TPACLM-427073CLM0.97RuleD2 ssn4 + dob + last nameAuto-linked
FieldSimilarityWeightNote
Name1.003nickname
Date of birth1.003exact
SSN (last four)1.002.5
Address0.702street_match
Identifiers agreeing: 2Conflicts: noneGuard: none
▶TPA-61951TPACLM-427074CLM0.97RuleD2 ssn4 + dob + last nameAuto-linked
FieldSimilarityWeightNote
Name1.003nickname
Date of birth1.003exact
SSN (last four)1.002.5
Address0.702street_match
Identifiers agreeing: 2Conflicts: noneGuard: none
▶CLM-427073CLMCLM-427074CLM0.97RuleD2 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
▶TPA-61951TPAENR-135507ENR0.97RuleD2 ssn4 + dob + last nameAuto-linked
FieldSimilarityWeightNote
Name1.003nickname
Date of birth1.003exact
SSN (last four)1.002.5
Phone1.001.5
Email1.001.5
Address1.002exact
Identifiers agreeing: 4Conflicts: noneGuard: none
▶CLM-427073CLMENR-135507ENR0.97RuleD2 ssn4 + dob + last nameAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
SSN (last four)1.002.5
Address0.702street_match
Identifiers agreeing: 2Conflicts: noneGuard: none
▶CLM-427074CLMENR-135507ENR0.97RuleD2 ssn4 + dob + last nameAuto-linked
FieldSimilarityWeightNote
Name1.003
Date of birth1.003exact
SSN (last four)1.002.5
Address0.702street_match
Identifiers agreeing: 2Conflicts: noneGuard: none
▶TPA-61951TPACLM-427072CLM0.93Scoredweighted similarityAuto-linked
FieldSimilarityWeightNote
Name1.003nickname
Date of birth1.003exact
Address0.702street_match
Identifiers agreeing: 1Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

  • Orphan claim re-pointedExecuted
    CLM-427073 → UHC-77787-12 (Deborah Obrien)
    ACT-006391, Claims processor
  • Orphan claim re-pointedExecuted
    CLM-427074 → UHC-77787-12 (Deborah Obrien)
    ACT-009201, Claims processor
  • Care coordination outreachProposed
    Deborah Obrien: 3 claims, no attributed provider
    ACT-017986, Next-best-action

Audit

Hash-chained entries touching this identity or its records

  • 2026-10-19 19:54:38Record linked automatically2b561e4ca6
    matching_agent, ENR-135507, identity id MBR-002791, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427072
  • 2026-10-19 19:54:38Record linked automaticallyc365c58f95
    scoring_agent, CLM-427074, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
  • 2026-10-19 19:54:38Record linked automaticallyccaec2ec18
    scoring_agent, CLM-427072, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427073, policy version 1
  • 2026-10-19 19:54:38Record linked automatically75a21c61f3
    scoring_agent, CLM-427073, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
  • 2026-10-19 19:54:38Record linked automaticallyac6cde655e
    matching_agent, TPA-61951, identity id MBR-002791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427073
  • 2026-10-19 19:52:08Record linked automatically3f9245112e
    matching_agent, ENR-135507, identity id MBR-002791, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427072
  • 2026-10-19 19:52:08Record linked automatically54ce6f0c7e
    scoring_agent, CLM-427074, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
  • 2026-10-19 19:52:08Record linked automatically92978bdbc6
    scoring_agent, CLM-427072, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427073, policy version 1
  • 2026-10-19 19:52:08Record linked automaticallyea92c2a889
    scoring_agent, CLM-427073, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
  • 2026-10-19 19:52:08Record linked automatically1b34e42658
    matching_agent, TPA-61951, identity id MBR-002791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427073
  • 2026-10-19 19:45:41Record linked automatically2946dd322e
    matching_agent, ENR-135507, identity id MBR-002791, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427072
  • 2026-10-19 19:45:41Record linked automatically251b148c1b
    scoring_agent, CLM-427074, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
  • 2026-10-19 19:45:41Record linked automatically8b2e6c75f2
    scoring_agent, CLM-427072, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427073, policy version 1
  • 2026-10-19 19:45:41Record linked automaticallyb058caed00
    scoring_agent, CLM-427073, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
  • 2026-10-19 19:45:41Record linked automatically95c45806dd
    matching_agent, TPA-61951, identity id MBR-002791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427073
  • 2026-10-19 19:32:31Record linked automatically2560c3c018
    matching_agent, ENR-135507, identity id MBR-002791, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427072
  • 2026-10-19 19:32:31Record linked automatically4cc9bf2325
    scoring_agent, CLM-427074, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
  • 2026-10-19 19:32:31Record linked automaticallydfede498bf
    scoring_agent, CLM-427072, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427073, policy version 1
  • 2026-10-19 19:32:31Record linked automaticallyceb86de3c1
    scoring_agent, CLM-427073, identity id MBR-002791, confidence 1, method probabilistic, matched record CLM-427072, policy version 1
  • 2026-10-19 19:32:31Record linked automatically01ab42e942
    matching_agent, TPA-61951, identity id MBR-002791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427073
  • 2026-10-19 19:31:28Record linked automatically4d75feb0c4
    scoring_agent, ENR-135507, identity id MBR-034145, confidence 1, method probabilistic, matched record TPA-61825, policy version 1
  • 2026-10-19 19:31:28Record linked automatically5aab2ce630
    matching_agent, CLM-427073, identity id MBR-019092, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135817
  • 2026-10-19 19:31:28Record linked automatically995a764288
    matching_agent, CLM-427072, identity id MBR-019092, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-135817
  • 2026-10-19 19:31:28Record linked automatically2321dbf6b6
    matching_agent, TPA-61951, identity id MBR-018760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427188
  • 2026-10-19 19:31:28Record linked automatically405b6105ea
    scoring_agent, CLM-427074, identity id MBR-008086, confidence 1, method probabilistic, matched record ENR-135820, policy version 1

Claims for this member

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

All claims
ClaimServiceProviderProceduresBilledPlan paidRulesStatus
CLM-2026-0298612026-02-28Mesa Clinical Laboratories
in network
80061, 85025, 87086, 80053$241.00$0.00ApprovedApproved
CLM-2026-0305432026-01-01Pinecrest Behavioral Health
in network
90834$167.00$28.54ApprovedApproved
CLM-2026-0190482025-12-11Harbor Primary Care Associates
in network
99214, 99213, 90471$429.00$225.98ApprovedApproved