Record, CLM, bronze and silver
CLM-428034
Received 2026-08-17T23:38:19Z , line 98,366 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 | Lawrence | Lawrence | Unchanged |
| Middle | ·L | L | Changed |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 1918-05-16 | 1918-05-16 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-28017-01 | UHC-28017-01 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 933.310.7818 | 9333107818 | Parsed |
| - | — | Cleared | |
| Address | 5252 Highland Ave | 5252 Highland Ave | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85240-1411 | 85240 | Changed |
| Group | GRP-8976 | GRP-8976 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.82
- Name key
- lawrence|johnston
- Address key
- 5252|highland|85240
- Canonical first
- lawrence
Quality flags
3 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-28226 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-428035 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-428032 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022857
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
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 | 0.60 | 3.0 | transposition |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0599d119b22026-10-19 19:54:38, matching_agentidentity id MBR-022857, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-428033
- Record linked automatically1870445f872026-10-19 19:52:09, matching_agentidentity id MBR-022857, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-428033
- Record linked automatically58f22de0c32026-10-19 19:45:42, matching_agentidentity id MBR-022857, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-428033
- Record linked automaticallye7c42c97cf2026-10-19 19:32:31, matching_agentidentity id MBR-022857, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-428033
- Record linked automaticallyb1ebe781442026-10-19 19:31:28, scoring_agentidentity id MBR-015677, confidence 1, method probabilistic, matched record CLM-428033, policy version 1