Record, CLM, bronze and silver
CLM-408738
Received 2026-03-02T17:56:49Z, line 57,024 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | SANDRA | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | FRANKLIN | Franklin | Changed |
| Date of birth | 10/06/1938 | 1938-10-06 | Parsed |
| Gender | - | — | Cleared |
| Member ID | UHC-51432-41 | UHC-51432-41 | Unchanged |
| SSN | •••-••-9897 | •••-••-9897 | Parsed |
| Phone | 832-297-7462 | 8322977462 | Parsed |
| — | — | Unchanged | |
| Address | 3855 Oak St | 3855 Oak St | Unchanged |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93752 | 93752 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.76
- Name key
- sandra|franklin
- Address key
- 3855|oak|93752
- Canonical first
- sandra
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-111524 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408739 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-111523 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010298
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sandra Franklin, 1938-10-06, 4 records, Verified
Evidence
Matched against ENR-111523
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically05a519f7ad2026-10-22 12:43:54, matching_agentidentity id MBR-010298, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111523
- Record linked automaticallya32efb755f2026-10-19 19:54:38, matching_agentidentity id MBR-010298, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111523
- Record linked automatically382291b4272026-10-19 19:52:09, matching_agentidentity id MBR-010298, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111523
- Record linked automatically836ac065f72026-10-19 19:45:42, matching_agentidentity id MBR-010298, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111523
- Record linked automaticallyb1e0a5c0c02026-10-19 19:32:31, matching_agentidentity id MBR-010298, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111523
- Record linked automatically24881707b82026-10-19 19:31:28, scoring_agentidentity id MBR-018195, confidence 1, method probabilistic, matched record TPA-53866, policy version 1