Record, CLM, bronze and silver
CLM-405257
Received 2026-04-07T23:28:34Z, line 86,668 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 | FRNAK | Frnak | Changed |
| Middle | — | — | Unchanged |
| Last name | PADILLA | Padilla | Changed |
| Date of birth | 1964-02-14 | 1964-02-14 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | ·UHC1873954 | UHC-18739-54 | Parsed |
| SSN | •••-••-6034 | •••-••-6034 | Parsed |
| Phone | - | — | Cleared |
| null | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-3480 | GRP-3480 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- frnak|padilla
- Address key
- —
- Canonical first
- frnak
Quality flags
5 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-405259 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405256 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405258 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405260 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-106887 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019806
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frank Padilla, 1964-02-14, 6 records, Verified
Evidence
Matched against CLM-405260
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically18a32cd72c2026-10-19 19:54:38, matching_agentidentity id MBR-019806, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405260
- Record linked automatically517d6160b32026-10-19 19:52:09, matching_agentidentity id MBR-019806, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405260
- Record linked automatically547b1e7f4f2026-10-19 19:45:42, matching_agentidentity id MBR-019806, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405260
- Record linked automaticallyd66b03f2bb2026-10-19 19:32:31, matching_agentidentity id MBR-019806, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405260
- Record linked automatically10ac3ff8ec2026-10-19 19:31:28, matching_agentidentity id MBR-012294, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405256