Record, CLM, bronze and silver
CLM-421288
Received 2026-03-19T14:54:27Z, line 21,024 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 | LAWRENCE | Lawrence | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHNSTON | Johnston | Changed |
| Date of birth | 1976-02-23 | 1976-02-23 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | ···· | — | Unchanged |
| Phone | null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 4994 DESERT SKY BOULEVARD | 4994 Desert Sky Blvd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85295 | 85295 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- lawrence|johnston
- Address key
- 4994|desert sky|85295
- Canonical first
- lawrence
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-127910 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020740
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Lawrence Johnston, 1976-02-23, 2 records, Verified
Evidence
Matched against ENR-127910
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically4050e6fa982026-10-22 12:43:54, scoring_agentidentity id MBR-020740, confidence 0.925, method probabilistic, matched record ENR-127910, policy version 1
- Record linked automatically18cb7fd46b2026-10-19 19:54:38, scoring_agentidentity id MBR-020740, confidence 0.925, method probabilistic, matched record ENR-127910, policy version 1
- Record linked automatically632aff62302026-10-19 19:52:09, scoring_agentidentity id MBR-020740, confidence 0.925, method probabilistic, matched record ENR-127910, policy version 1
- Record linked automatically55b04be26f2026-10-19 19:45:42, scoring_agentidentity id MBR-020740, confidence 0.925, method probabilistic, matched record ENR-127910, policy version 1
- Record linked automatically694cc391132026-10-19 19:32:31, scoring_agentidentity id MBR-020740, confidence 0.925, method probabilistic, matched record ENR-127910, policy version 1
- Record linked automatically124fdc12f12026-10-19 19:31:28, matching_agentidentity id MBR-023141, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127967