Record, CLM, bronze and silver
CLM-425703
Received 2026-07-14T10:19:10Z, line 88,916 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 | kayla | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | willis | Willis | Changed |
| Date of birth | 11-09-1944 | 1944-09-11 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-95285-80 | UHC-95285-80 | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 7871 RIDGE ROAD #923 | 7871 Ridge Rd # 923 | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33616 | 33616 | Unchanged |
| Group | GRP-9485 | GRP-9485 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.48
- Name key
- kayla|willis
- Address key
- 7871|ridge|33616
- Canonical first
- kayla
Quality flags
8 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)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-425704 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-133619 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019329
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kayla Willis, 1944-09-11, 3 records, Verified
Evidence
Matched against CLM-425704
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf286b3250b2026-10-19 19:54:38, matching_agentidentity id MBR-019329, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425704
- Record linked automatically7d5a67cba12026-10-19 19:52:09, matching_agentidentity id MBR-019329, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425704
- Record linked automaticallyd27e8194622026-10-19 19:45:42, matching_agentidentity id MBR-019329, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425704
- Record linked automatically1d7cb5dd0d2026-10-19 19:32:31, matching_agentidentity id MBR-019329, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425704
- Record linked automatically13db85999d2026-10-19 19:31:28, matching_agentidentity id MBR-020811, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133924