Record, CLM, bronze and silver
CLM-431861
Received 2026-05-22T15:23:42Z, line 10,760 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 | Changed |
| Middle | U. | U | Changed |
| Last name | SCCOTT | Sccott | Changed |
| Date of birth | 1993-10-27 | 1993-10-27 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-71983-42 | UHC-71983-42 | Unchanged |
| SSN | null | — | Cleared |
| Phone | (317) 652-3314 | 3176523314 | Parsed |
| — | — | Unchanged | |
| Address | 9111 Pine Drive | 9111 Pine Dr | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85293 | 85293 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- lawrence|sccott
- Address key
- 9111|pine|85293
- Canonical first
- lawrence
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-431862 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141819 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-64053 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002252
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lawrence Scott, 1993-10-27, 4 records, Verified
Evidence
Matched against CLM-431862
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb23dd80b592026-10-19 19:54:38, matching_agentidentity id MBR-002252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431862
- Record linked automatically28a5fadbc42026-10-19 19:52:08, matching_agentidentity id MBR-002252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431862
- Record linked automatically8b42d6f86b2026-10-19 19:45:41, matching_agentidentity id MBR-002252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431862
- Record linked automaticallyec7ddb78fb2026-10-19 19:32:31, matching_agentidentity id MBR-002252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431862
- Record linked automatically03befc79cb2026-10-19 19:31:28, scoring_agentidentity id MBR-040334, confidence 1, method probabilistic, matched record ENR-142059, policy version 1