Record, CLM, bronze and silver
CLM-425704
Received 2026-05-23T04:36:19Z , line 27,447 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 | Willis, Kayla | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Willis | Changed |
| Date of birth | 09/11/1944 | 1944-09-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | uhc-95285-80 | UHC-95285-80 | Parsed |
| SSN | •••-••-6529 | •••-••-6529 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 7871 Ridge Road | 7871 Ridge Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33616 | 33616 | Unchanged |
| Group | GRP-9485 | GRP-9485 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- kayla|willis
- Address key
- 7871|ridge|33616
- Canonical first
- kayla
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-425703 | 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-425703
| 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 automaticallyf24d0336d62026-10-19 19:54:38, matching_agentidentity id MBR-019329, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425703
- Record linked automatically47efa6fcc22026-10-19 19:52:09, matching_agentidentity id MBR-019329, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425703
- Record linked automaticallyf30ecdbcc42026-10-19 19:45:42, matching_agentidentity id MBR-019329, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425703
- Record linked automatically756b5688cd2026-10-19 19:32:31, matching_agentidentity id MBR-019329, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425703
- Record linked automaticallyc06419b6ac2026-10-19 19:31:28, matching_agentidentity id MBR-024807, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133926