Record, CLM, bronze and silver
CLM-409636
Received 2026-05-15T21:34:05Z, line 31,309 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 | DEBRA | Debra | Changed |
| Middle | W. | W | Changed |
| Last name | CAMPBELL | Campbell | Changed |
| Date of birth | 1941-04-21 | 1941-04-21 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-20616-86 | UHC-20616-86 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (232) 388-3425 | 2323883425 | Parsed |
| — | — | Unchanged | |
| Address | 2817 Ridge Road | 2817 Ridge Rd | Changed |
| City | LAS VEGAS | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89175 | 89175 | Unchanged |
| Group | GRP-8923 | GRP-8923 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- debra|campbell
- Address key
- 2817|ridge|89175
- Canonical first
- debra
Quality flags
6 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
- 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
- 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-409637 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112691 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028214
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Debra Campbell, 1941-04-21, 3 records, Verified
Evidence
Matched against ENR-112691
| 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
6 hash-chained entries for this record
- Record linked automaticallyea47ec30642026-10-22 12:43:54, matching_agentidentity id MBR-028214, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112691
- Record linked automaticallyfce77bd4d12026-10-19 19:54:38, matching_agentidentity id MBR-028214, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112691
- Record linked automatically781e04ec802026-10-19 19:52:09, matching_agentidentity id MBR-028214, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112691
- Record linked automatically79b3ba4dcc2026-10-19 19:45:42, matching_agentidentity id MBR-028214, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112691
- Record linked automaticallyefc4811cac2026-10-19 19:32:31, matching_agentidentity id MBR-028214, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112691
- Record linked automatically775ae8352d2026-10-19 19:31:28, scoring_agentidentity id MBR-020511, confidence 1, method probabilistic, matched record CLM-409638, policy version 1