Gold, golden identity
Juan Marshall
3 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 nameENR
- Juan
- Middle name—
- —
- Last nameENR
- Marshall
- Date of birthCLM
- 1938-10-26
- GenderENR
- F
- Member IDENR
- UHC-18632-72
- SSNENR
- •••-••-7692
- PhoneENR
- 3956606933
- EmailENR
- juan.marshall@gmail.com
- AddressENR
- 4144 Maple Ave
- CityENR
- Gilbert
- StateENR
- AZ
- ZIPENR
- 85284
- GroupENR
- GRP-4061
- PlanENR
- MEDICARE-ADV-A
Min confidence
0.89
Sources
TPA ×1ENR ×1CLM ×1
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-62528 | TPA | 2026-04-06 | Juan Marshallflagged | 1938-10-26 | — | — | 4144 Maple Ave, Gilbert, AZ | Rule | 0.97 | D2 ssn4 + dob + last name |
| ENR-137228 | ENR | 2026-04-15 | Juan Marshallflagged | 1983-10-26 | UHC-18632-72 | 3956606933 | 4144 Maple Ave, Gilbert, AZ | Scored | 0.89 | — |
| CLM-428381 | CLM | 2026-07-19 | Juan Marshallflagged | 1938-10-26 | — | — | 4144 Maple Ave, Gilbert, AZ | Rule | 0.97 | D2 ssn4 + dob + last name |
Evidence
3 scored pairs among these records, expand a row for the per-field comparison
| A | B | Score | Method | Rule | Decision | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
▶TPA-62528TPACLM-428381CLM0.97RuleD2 ssn4 + dob + last nameAuto-linked
Identifiers agreeing: 2Conflicts: noneGuard: none | ||||||||||||||||||||||||||
▶ENR-137228ENRCLM-428381CLM0.89Scoredweighted similarityAuto-linked
Identifiers agreeing: 2Conflicts: noneGuard: none | ||||||||||||||||||||||||||
▶TPA-62528TPAENR-137228ENR0.89Scoredweighted similarityAuto-linked
Identifiers agreeing: 2Conflicts: noneGuard: none | ||||||||||||||||||||||||||
Actions
What downstream consumers did with this identity
- Orphan claim re-pointedExecutedCLM-428381 → UHC-18632-72 (Juan Marshall)ACT-003209, Claims processor
Audit
Hash-chained entries touching this identity or its records
- 2026-10-19 19:54:38Record linked automaticallyc93539e94bmatching_agent, CLM-428381, identity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-62528
- 2026-10-19 19:54:38Record linked automatically816bffd1d8scoring_agent, ENR-137228, identity id MBR-024283, confidence 0.89, method probabilistic, matched record TPA-62528, policy version 1
- 2026-10-19 19:54:38Record linked automatically1272e852c1matching_agent, TPA-62528, identity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-428381
- 2026-10-19 19:52:09Record linked automatically293a7f7c5amatching_agent, CLM-428381, identity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-62528
- 2026-10-19 19:52:09Record linked automatically7b173f1344scoring_agent, ENR-137228, identity id MBR-024283, confidence 0.89, method probabilistic, matched record TPA-62528, policy version 1
- 2026-10-19 19:52:09Record linked automatically818d5bc073matching_agent, TPA-62528, identity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-428381
- 2026-10-19 19:45:42Record linked automatically00b9ec32f7matching_agent, CLM-428381, identity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-62528
- 2026-10-19 19:45:42Record linked automatically381cff917ascoring_agent, ENR-137228, identity id MBR-024283, confidence 0.89, method probabilistic, matched record TPA-62528, policy version 1
- 2026-10-19 19:45:42Record linked automatically199e697ebdmatching_agent, TPA-62528, identity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-428381
- 2026-10-19 19:32:31Record linked automatically1d5e293c37matching_agent, CLM-428381, identity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-62528
- 2026-10-19 19:32:31Record linked automatically227e1bcd42scoring_agent, ENR-137228, identity id MBR-024283, confidence 0.89, method probabilistic, matched record TPA-62528, policy version 1
- 2026-10-19 19:32:31Record linked automatically3d0cc567b0matching_agent, TPA-62528, identity id MBR-024283, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-428381
- 2026-10-19 19:31:28Record linked automaticallyc3e306b8bamatching_agent, ENR-137228, identity id MBR-031021, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428161
- 2026-10-19 19:31:28Record linked automatically3523f6e8ebscoring_agent, CLM-428381, identity id MBR-017798, confidence 0.98, method probabilistic, matched record ENR-137479, policy version 1
- 2026-10-19 19:31:28Record linked automatically7dbe0ee9a6scoring_agent, TPA-62528, identity id MBR-006002, confidence 1, method probabilistic, matched record ENR-137645, 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-2026-007097 | 2026-06-09 | Mesa Diabetes Center in network | 83036, 99214 | $331.00 | $183.52 | Approved | Approved |