Record, CLM, bronze and silver
CLM-428501
Received 2026-04-15T03:23:38Z, line 49,775 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 | KIMBERLY | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | HOWARD | Howard | Changed |
| Date of birth | 2008-09-21 | 2008-09-21 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | UHC-44964-12 | UHC-44964-12 | Unchanged |
| SSN | •••-••-2118 | •••-••-2118 | Unchanged |
| Phone | 242.660.4068 | 2426604068 | Parsed |
| ···· | — | Unchanged | |
| Address | 1953 Desert Sky Blvd | 1953 Desert Sky Blvd | Unchanged |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | ·85280 | 85280 | Changed |
| Group | GRP-5649 | GRP-5649 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.90
- Name key
- kimberly|howard
- Address key
- 1953|desert sky|85280
- Canonical first
- kimberly
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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-137388 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428502 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025900
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kimberly Howard, 2008-09-21, 3 records, Verified
Evidence
Matched against ENR-137388
| 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically0ba14b38c42026-10-19 19:54:38, matching_agentidentity id MBR-025900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137388
- Record linked automaticallycd288e67192026-10-19 19:52:09, matching_agentidentity id MBR-025900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137388
- Record linked automatically0238fe726b2026-10-19 19:45:42, matching_agentidentity id MBR-025900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137388
- Record linked automaticallye287c28c632026-10-19 19:32:31, matching_agentidentity id MBR-025900, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137388
- Record linked automatically1f53f9fcaa2026-10-19 19:31:28, scoring_agentidentity id MBR-014232, confidence 1, method probabilistic, matched record CLM-428502, policy version 1