Record, CLM, bronze and silver
CLM-428033
Received 2026-03-29T19:55:41Z, line 17,413 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 1981-05-16 | 1981-05-16 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-28017-01 | UHC-28017-01 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 933-310-7818 | 9333107818 | Parsed |
| N/A | — | Cleared | |
| Address | 5252 HIGHLAND AVENUE | 5252 Highland Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85240 | 85240 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- lawrence|johnston
- Address key
- 5252|highland|85240
- Canonical first
- lawrence
Quality flags
4 raised during normalisation
- 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
- 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-428032 | 1.00 | Scored | — | Auto-linked |
| PRV-28226 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428035 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428034 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022857
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Johnston, 1981-05-16, 5 records, Verified
Evidence
Matched against CLM-428032
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically59134134f32026-10-19 19:54:38, scoring_agentidentity id MBR-022857, confidence 1, method probabilistic, matched record CLM-428032, policy version 1
- Record linked automatically7bd5af78902026-10-19 19:52:09, scoring_agentidentity id MBR-022857, confidence 1, method probabilistic, matched record CLM-428032, policy version 1
- Record linked automatically38770b111d2026-10-19 19:45:42, scoring_agentidentity id MBR-022857, confidence 1, method probabilistic, matched record CLM-428032, policy version 1
- Record linked automaticallyc7fbf326da2026-10-19 19:32:31, scoring_agentidentity id MBR-022857, confidence 1, method probabilistic, matched record CLM-428032, policy version 1
- Record linked automatically713f11d0692026-10-19 19:31:28, scoring_agentidentity id MBR-015677, confidence 1, method probabilistic, matched record CLM-428034, policy version 1