Gold, golden identity
Johnny Little
5 source records from 3 feeds.
Golden record
Source priority ENR > PRV > CLM > TPA; most recent value for phone, email, address_line1, city, state, zip
- First nameCLM
- Johnny
- Middle name—
- —
- Last nameENR
- Little
- Date of birthENR
- 1968-05-02
- GenderENR
- M
- Member IDENR
- UHC-51193-40
- SSNENR
- •••-••-9989
- PhoneENR
- 4528658516
- EmailENR
- john.little@aol.com
- AddressENR
- 1768 Maple Ave
- CityENR
- Gilbert
- StateENR
- AZ
- ZIP—
- —
- GroupENR
- GRP-1747
- PlanENR
- MEDICARE-ADV-B
Min confidence
0.99
Sources
ENR ×2TPA ×1CLM ×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 |
|---|---|---|---|---|---|---|---|---|---|---|
| ENR-108716 | ENR | 2026-02-13 | John Littleflagged | 1968-05-02 | UHC-51193-40 | 4528658516 | 1768 Maple Ave, Gilbert, AZ | Scored | 1.00 | — |
| TPA-52935 | TPA | 2026-05-14 | Johnny Littleflagged | 1968-05-02 | — | — | 1768 Maple Ave, Gilbert, AZ | Scored | 1.00 | — |
| ENR-108715 | ENR | 2026-07-11 | John Littleflagged | 1968-05-02 | UHC-51193-40 | 4528658516 | 1768 Maple Ave, Gilbert, AZ | Scored | 1.00 | — |
| CLM-406681 | CLM | 2026-07-26 | Johnny Littleflagged | 1968-05-02 | UHC-51193-40 | — | 1768 Maple Ave, Gilbert, AZ | Rule | 0.99 | D1 member id + dob exact |
| CLM-406682 | CLM | 2026-07-26 | Johnny Littleflagged | 1968-05-02 | UHC-51193-40 | — | 1768 Maple Ave, Gilbert, AZ | Rule | 0.99 | D1 member id + dob exact |
Evidence
10 scored pairs among these records, expand a row for the per-field comparison
| A | B | Score | Method | Rule | Decision | |||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
▶TPA-52935TPAENR-108715ENR1.00Scoredweighted similarityAuto-linked
Identifiers agreeing: 1Conflicts: noneGuard: none | ||||||||||||||||||||||||||||||||||
▶ENR-108716ENRTPA-52935TPA1.00Scoredweighted similarityAuto-linked
Identifiers agreeing: 1Conflicts: noneGuard: none | ||||||||||||||||||||||||||||||||||
▶ENR-108716ENRCLM-406681CLM0.99RuleD1 member id + dob exactAuto-linked
Identifiers agreeing: 2Conflicts: noneGuard: none | ||||||||||||||||||||||||||||||||||
▶ENR-108715ENRCLM-406681CLM0.99RuleD1 member id + dob exactAuto-linked
Identifiers agreeing: 2Conflicts: noneGuard: none | ||||||||||||||||||||||||||||||||||
▶ENR-108716ENRCLM-406682CLM0.99RuleD1 member id + dob exactAuto-linked
Identifiers agreeing: 2Conflicts: noneGuard: none | ||||||||||||||||||||||||||||||||||
▶ENR-108715ENRCLM-406682CLM0.99RuleD1 member id + dob exactAuto-linked
Identifiers agreeing: 2Conflicts: noneGuard: none | ||||||||||||||||||||||||||||||||||
▶CLM-406681CLMCLM-406682CLM0.99RuleD1 member id + dob exactAuto-linked
Identifiers agreeing: 2Conflicts: noneGuard: none | ||||||||||||||||||||||||||||||||||
▶ENR-108716ENRENR-108715ENR0.99RuleD1 member id + dob exactAuto-linked
Identifiers agreeing: 4Conflicts: noneGuard: none | ||||||||||||||||||||||||||||||||||
▶TPA-52935TPACLM-406681CLM0.93Scoredweighted similarityAuto-linked
Identifiers agreeing: 1Conflicts: noneGuard: none | ||||||||||||||||||||||||||||||||||
▶TPA-52935TPACLM-406682CLM0.93Scoredweighted similarityAuto-linked
Identifiers agreeing: 1Conflicts: noneGuard: none | ||||||||||||||||||||||||||||||||||
Actions
What downstream consumers did with this identity
- Duplicate member record retiredExecutedJohnny Little: 2 enrollment records collapsed into UHC-51193-40ACT-023634, Member services
Audit
Hash-chained entries touching this identity or its records
- 2026-10-19 19:54:38Record linked automatically54e878ebdematching_agent, CLM-406682, identity id MBR-012745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108716
- 2026-10-19 19:54:38Record linked automatically3f9ad8fc9ematching_agent, CLM-406681, identity id MBR-012745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108716
- 2026-10-19 19:54:38Record linked automatically6b8acb2698scoring_agent, ENR-108715, identity id MBR-012745, confidence 1, method probabilistic, matched record TPA-52935, policy version 1
- 2026-10-19 19:54:38Record linked automatically22dc37d6ebscoring_agent, TPA-52935, identity id MBR-012745, confidence 1, method probabilistic, matched record ENR-108716, policy version 1
- 2026-10-19 19:54:38Record linked automatically533a83a77ascoring_agent, ENR-108716, identity id MBR-012745, confidence 1, method probabilistic, matched record TPA-52935, policy version 1
- 2026-10-19 19:52:09Record linked automatically0495b24b7amatching_agent, CLM-406682, identity id MBR-012745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108716
- 2026-10-19 19:52:09Record linked automatically1653fc4d02matching_agent, CLM-406681, identity id MBR-012745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108716
- 2026-10-19 19:52:09Record linked automatically8d3efbf8c9scoring_agent, ENR-108715, identity id MBR-012745, confidence 1, method probabilistic, matched record TPA-52935, policy version 1
- 2026-10-19 19:52:09Record linked automaticallyfaa9df3094scoring_agent, TPA-52935, identity id MBR-012745, confidence 1, method probabilistic, matched record ENR-108716, policy version 1
- 2026-10-19 19:52:09Record linked automaticallye135bce027scoring_agent, ENR-108716, identity id MBR-012745, confidence 1, method probabilistic, matched record TPA-52935, policy version 1
- 2026-10-19 19:45:42Record linked automaticallybf966c8180matching_agent, CLM-406682, identity id MBR-012745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108716
- 2026-10-19 19:45:42Record linked automatically96fe18519dmatching_agent, CLM-406681, identity id MBR-012745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108716
- 2026-10-19 19:45:42Record linked automatically0ccb0b40ddscoring_agent, ENR-108715, identity id MBR-012745, confidence 1, method probabilistic, matched record TPA-52935, policy version 1
- 2026-10-19 19:45:42Record linked automatically733ba49dd1scoring_agent, TPA-52935, identity id MBR-012745, confidence 1, method probabilistic, matched record ENR-108716, policy version 1
- 2026-10-19 19:45:42Record linked automatically95121ccf82scoring_agent, ENR-108716, identity id MBR-012745, confidence 1, method probabilistic, matched record TPA-52935, policy version 1
- 2026-10-19 19:32:31Record linked automatically143bcee3bdmatching_agent, CLM-406682, identity id MBR-012745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108716
- 2026-10-19 19:32:31Record linked automaticallye2736892e8matching_agent, CLM-406681, identity id MBR-012745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108716
- 2026-10-19 19:32:31Record linked automaticallyb0eb3ddba5scoring_agent, ENR-108715, identity id MBR-012745, confidence 1, method probabilistic, matched record TPA-52935, policy version 1
- 2026-10-19 19:32:31Record linked automaticallyea11936e01scoring_agent, TPA-52935, identity id MBR-012745, confidence 1, method probabilistic, matched record ENR-108716, policy version 1
- 2026-10-19 19:32:31Record linked automatically9a49b1b83dscoring_agent, ENR-108716, identity id MBR-012745, confidence 1, method probabilistic, matched record TPA-52935, policy version 1
- 2026-10-19 19:31:28Record linked automatically9534efb604matching_agent, CLM-406681, identity id MBR-038375, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-108761
- 2026-10-19 19:31:28Record linked automatically28a57f8269matching_agent, ENR-108715, identity id MBR-036135, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406646
- 2026-10-19 19:31:28Record linked automatically8b3e0565ccmatching_agent, ENR-108716, identity id MBR-017459, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21989
- 2026-10-19 19:31:28Record linked automaticallybc38669fdcscoring_agent, CLM-406682, identity id MBR-011515, confidence 0.99, method probabilistic, matched record TPA-52966, policy version 1
- 2026-10-19 19:31:28Record linked automaticallyac9b304d50scoring_agent, TPA-52935, identity id MBR-007115, confidence 0.99, method probabilistic, matched record CLM-406624, policy version 1
Claims for this member
Claims attached through the identity graph; holds follow open steward cases automatically
| Claim | Service | Provider | Procedures | Billed | Plan paid | Rules | Status |
|---|---|---|---|---|---|---|---|
| CLM-2026-021531 | 2026-07-02 | Unity Diagnostic Imaging in network | 70553, 71046 | $2,729.00 | $0.00 | Approved | Approved |
| CLM-2026-007777 | 2026-06-26 | Sunrise Physical Therapy in network | 97110 | $154.00 | $55.48 | Approved | Approved |