Record, CLM, bronze and silver
CLM-428032
Received 2026-05-02T03:02:29Z, line 62,725 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 | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| lawrence.johnston16@hotmail.com | lawrence.johnston16@hotmail.com | Unchanged | |
| Address | 5252 HIGHLAND AVE #413 | 5252 Highland Ave # 413 | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85240 | 85240 | Unchanged |
| Group | GRP-8976 | GRP-8976 | Unchanged |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.68
- Name key
- lawrence|johnston
- Address key
- 5252|highland|85240
- Canonical first
- lawrence
Quality flags
4 raised during normalisation
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-428033 | 1.00 | Scored | — | Auto-linked |
| PRV-28226 | 1.00 | Scored | — | Auto-linked |
| CLM-428034 | 0.85 | Scored | — | Auto-linked |
| CLM-428035 | 0.83 | Scored | — | Sent to steward |
| ENR-120446 | 0.67 | Scored | — | Sent to steward |
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-428033
| 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 automatically06f618625f2026-10-19 19:54:38, scoring_agentidentity id MBR-022857, confidence 1, method probabilistic, matched record CLM-428033, policy version 1
- Record linked automatically66433692ab2026-10-19 19:52:09, scoring_agentidentity id MBR-022857, confidence 1, method probabilistic, matched record CLM-428033, policy version 1
- Record linked automatically32651f75f32026-10-19 19:45:42, scoring_agentidentity id MBR-022857, confidence 1, method probabilistic, matched record CLM-428033, policy version 1
- Record linked automatically9884c486b42026-10-19 19:32:31, scoring_agentidentity id MBR-022857, confidence 1, method probabilistic, matched record CLM-428033, policy version 1
- Record linked automaticallyd43c01f3832026-10-19 19:31:28, matching_agentidentity id MBR-015677, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428034