Record, CLM, bronze and silver
CLM-418296
Received 2026-05-22T02:50:49Z, line 42,170 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Nicole | Nicole | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Kim | Kim | Unchanged |
| Date of birth | 01/20/45 | 1945-01-20 | Parsed |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 12258863384·· | 2258863384 | Parsed |
| NULL | — | Cleared | |
| Address | 9473 Jefferson Ave #832 | 9473 Jefferson Ave # 832 | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85350 | 85350 | Unchanged |
| Group | GRP-4300 | GRP-4300 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- nicole|kim
- Address key
- 9473|jefferson|85350
- Canonical first
- nicole
Quality flags
5 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030730
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Kim, 1945-01-20, 3 records, Verified
Evidence
Matched against PRV-25424
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically11d1dfc5552026-10-19 19:54:38, scoring_agentidentity id MBR-030730, confidence 1, method probabilistic, matched record PRV-25424, policy version 1
- Record linked automatically16eaddf1472026-10-19 19:52:09, scoring_agentidentity id MBR-030730, confidence 1, method probabilistic, matched record PRV-25424, policy version 1
- Record linked automatically40077496592026-10-19 19:45:42, scoring_agentidentity id MBR-030730, confidence 1, method probabilistic, matched record PRV-25424, policy version 1
- Record linked automaticallyb4188d8a842026-10-19 19:32:31, scoring_agentidentity id MBR-030730, confidence 1, method probabilistic, matched record PRV-25424, policy version 1
- Record linked automaticallyc227cffe142026-10-19 19:31:28, matching_agentidentity id MBR-013837, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123953