Record, CLM, bronze and silver
CLM-418721
Received 2026-07-18T00:32:46Z, line 96,391 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 | RLAPH | Rlaph | Changed |
| Middle | — | — | Unchanged |
| Last name | BELL | Bell | Changed |
| Date of birth | 1976-11-03 | 1976-11-03 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | uhc-11833-22 | UHC-11833-22 | Parsed |
| SSN | - | — | Cleared |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 8457 APACHE BOULEVARD | 8457 Apache Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85201 | 85201 | Unchanged |
| Group | - | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.64
- Name key
- rlaph|bell
- Address key
- 8457|apache|85201
- Canonical first
- rlaph
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-418722 | 0.99 | Scored | — | Auto-linked |
| CLM-418720 | 0.99 | Scored | — | Auto-linked |
| TPA-58279 | 0.99 | Scored | — | Auto-linked |
| ENR-124637 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034841
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Ralph Bell, 1976-11-03, 5 records, Verified
Evidence
Matched against CLM-418722
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyb2fee3f3922026-10-19 19:54:39, scoring_agentidentity id MBR-034841, confidence 0.992, method probabilistic, matched record CLM-418722, policy version 1
- Record linked automatically62bb4a46e02026-10-19 19:52:09, scoring_agentidentity id MBR-034841, confidence 0.992, method probabilistic, matched record CLM-418722, policy version 1
- Record linked automaticallyad345b035c2026-10-19 19:45:42, scoring_agentidentity id MBR-034841, confidence 0.992, method probabilistic, matched record CLM-418722, policy version 1
- Record linked automaticallyd0695f34312026-10-19 19:32:31, scoring_agentidentity id MBR-034841, confidence 0.992, method probabilistic, matched record CLM-418722, policy version 1
- Record linked automaticallyc81ae658e22026-10-19 19:31:28, matching_agentidentity id MBR-029445, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124468