Record, CLM, bronze and silver
CLM-406280
Received 2026-07-18T18:19:55Z, line 892 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 | CAROL | Carol | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIS | Willis | Changed |
| Date of birth | 19780414 | 1978-04-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-44523-10·· | UHC-44523-10 | Parsed |
| SSN | •••-••-7448 | •••-••-7448 | Unchanged |
| Phone | null | — | Cleared |
| NULL | — | Cleared | |
| Address | 3797 Palm Drive | 3797 Palm Dr | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90057 | 90057 | Unchanged |
| Group | GRP-1261 | GRP-1261 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- carol|willis
- Address key
- 3797|palm|90057
- Canonical first
- carol
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)
- 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
- 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-406281 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108249 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007637
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carol Willis, 1978-04-14, 3 records, Verified
Evidence
Matched against CLM-406281
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically58a47724d52026-10-19 19:54:38, matching_agentidentity id MBR-007637, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406281
- Record linked automaticallydafb856b6f2026-10-19 19:52:09, matching_agentidentity id MBR-007637, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406281
- Record linked automatically6c81ca14682026-10-19 19:45:42, matching_agentidentity id MBR-007637, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406281
- Record linked automatically497f954e382026-10-19 19:32:31, matching_agentidentity id MBR-007637, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406281
- Record linked automatically2b586b011f2026-10-19 19:31:28, matching_agentidentity id MBR-020380, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406278