Record, CLM, bronze and silver
CLM-423934
Received 2026-02-23T07:38:55Z, line 12,180 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 | Kenneth | Kenneth | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 02/15/1978 | 1978-02-15 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-37895-83 | UHC-37895-83 | Unchanged |
| SSN | •••-••-4733 | •••-••-4733 | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 5511 Apache Boulevard | 5511 Apache Blvd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85213 | 85213 | Unchanged |
| Group | GRP-9563 | GRP-9563 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- kenneth|johnston
- Address key
- 5511|apache|85213
- Canonical first
- kenneth
Quality flags
5 raised during normalisation
- 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 |
|---|---|---|---|---|
| ENR-131309 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423935 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015283
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kenneth Johnston, 1978-02-15, 3 records, Verified
Evidence
Matched against ENR-131309
| 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 automatically14633089232026-10-22 12:43:54, matching_agentidentity id MBR-015283, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131309
- Record linked automatically43576bad8b2026-10-19 19:54:38, matching_agentidentity id MBR-015283, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131309
- Record linked automatically7be421a8d22026-10-19 19:52:09, matching_agentidentity id MBR-015283, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131309
- Record linked automatically2abc9ba5f02026-10-19 19:45:42, matching_agentidentity id MBR-015283, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131309
- Record linked automatically18477874eb2026-10-19 19:32:31, matching_agentidentity id MBR-015283, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131309
- Record linked automatically73c24310442026-10-19 19:31:28, scoring_agentidentity id MBR-002506, confidence 1, method probabilistic, matched record CLM-423933, policy version 1