Record, CLM, bronze and silver
CLM-419934
Received 2026-10-05T07:39:25Z, line 80,574 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Arjun | Arjun | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Jones | Jones | Unchanged |
| Date of birth | 6/19/1979 | 1979-06-19 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-20049-53 | UHC-20049-53 | Parsed |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 5653 Spring St | 5653 Spring St | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85223 | 85223 | Unchanged |
| Group | ·GRP-8336 | GRP-8336 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- arjun|jones
- Address key
- 5653|spring|85223
- Canonical first
- arjun
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-58794 | 1.00 | Scored | — | Auto-linked |
| ENR-126262 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-126261 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419935 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015005
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arjun Jones, 1979-06-19, 5 records, Verified
Evidence
Matched against TPA-58794
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically5f57dc16412026-10-19 19:54:38, scoring_agentidentity id MBR-015005, confidence 1, method probabilistic, matched record TPA-58794, policy version 1
- Record linked automaticallyb041be22542026-10-19 19:52:09, scoring_agentidentity id MBR-015005, confidence 1, method probabilistic, matched record TPA-58794, policy version 1
- Record linked automaticallyac87a68fc22026-10-19 19:45:42, scoring_agentidentity id MBR-015005, confidence 1, method probabilistic, matched record TPA-58794, policy version 1
- Record linked automatically74e08ef84d2026-10-19 19:32:31, scoring_agentidentity id MBR-015005, confidence 1, method probabilistic, matched record TPA-58794, policy version 1
- Record linked automatically0f9ac22f9c2026-10-19 19:31:28, scoring_agentidentity id MBR-007982, confidence 1, method probabilistic, matched record PRV-25837, policy version 1