Record, CLM, bronze and silver
CLM-406281
Received 2026-01-25T21:25:00Z, line 24,695 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 | 1978-04-14 | 1978-04-14 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | uhc-44523-10 | UHC-44523-10 | Parsed |
| SSN | •••-••-7448 | •••-••-7448 | Unchanged |
| Phone | ·329-818-0918 | 3298180918 | Parsed |
| — | — | Unchanged | |
| Address | 3797 Palm Dr·· | 3797 Palm Dr | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90057 | 90057 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- carol|willis
- Address key
- 3797|palm|90057
- Canonical first
- carol
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-406280 | 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-406280
| 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
4 hash-chained entries for this record
- Record linked automatically14a9b5588f2026-10-19 19:54:38, matching_agentidentity id MBR-007637, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406280
- Record linked automaticallyb14dbe65002026-10-19 19:52:09, matching_agentidentity id MBR-007637, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406280
- Record linked automatically513648f24e2026-10-19 19:45:42, matching_agentidentity id MBR-007637, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406280
- Record linked automatically12d71895662026-10-19 19:32:31, matching_agentidentity id MBR-007637, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406280