Record, CLM, bronze and silver
CLM-431301
Received 2026-05-25T09:45:20Z, line 88,052 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 | FRANKLIN | Franklin | Changed |
| Middle | — | — | Unchanged |
| Last name | JULIA | Julia | Changed |
| Date of birth | Aug 22, 1972 | 1972-08-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC2888509 | UHC-28885-09 | Parsed |
| SSN | •••-••-3075 | •••-••-3075 | Unchanged |
| Phone | 6649961968 | 6649961968 | Unchanged |
| N/A | — | Cleared | |
| Address | ·7844 SPRING ST | 7844 Spring St | Changed |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33144 | 33144 | Unchanged |
| Group | GRP-4551 | GRP-4551 | Unchanged |
| Plan | UNKNOWN·· | — | Cleared |
- Quality score
- 0.74
- Name key
- franklin|julia
- Address key
- 7844|spring|33144
- Canonical first
- franklin
Quality flags
7 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)
- 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
- 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-141103 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431302 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031826
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Julia Franklin, 1972-08-22, 3 records, Verified
Evidence
Matched against CLM-431302
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically8088aa99502026-10-22 12:43:54, matching_agentidentity id MBR-031826, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431302
- Record linked automatically6161fc69af2026-10-19 19:54:38, matching_agentidentity id MBR-031826, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431302
- Record linked automatically2cebb4651d2026-10-19 19:52:09, matching_agentidentity id MBR-031826, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431302
- Record linked automatically27048b90272026-10-19 19:45:42, matching_agentidentity id MBR-031826, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431302
- Record linked automaticallyc468e222b02026-10-19 19:32:31, matching_agentidentity id MBR-031826, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431302
- Record linked automatically435a1ebedf2026-10-19 19:31:28, matching_agentidentity id MBR-013848, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431302