Record, CLM, bronze and silver
CLM-423245
Received 2026-04-08T05:41:13Z, line 9,960 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 | sophia | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | lawrence | Lawrence | Changed |
| Date of birth | ·1989-05-04 | 1989-05-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-54923-39 | UHC-54923-39 | Unchanged |
| SSN | •••-••-1811 | •••-••-1811 | Unchanged |
| Phone | (254) 428-0562 | 2544280562 | Parsed |
| SOPHIA.LAWRENCE90@YAHOO.COM | sophia.lawrence90@yahoo.com | Changed | |
| Address | null | — | Cleared |
| City | N/A | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | ·null | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.90
- Name key
- sophia|lawrence
- Address key
- —
- Canonical first
- sophia
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
- Email lower-casedEmail lower-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-423248 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423247 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423246 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000360
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sophia Lawrence, 1989-05-04, 4 records, Verified
Evidence
Matched against CLM-423247
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically871a5ff44e2026-10-19 19:54:38, matching_agentidentity id MBR-000360, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423247
- Record linked automatically05838ea2af2026-10-19 19:52:08, matching_agentidentity id MBR-000360, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423247
- Record linked automaticallyf9c29643db2026-10-19 19:45:41, matching_agentidentity id MBR-000360, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423247
- Record linked automaticallyc8c4626a9a2026-10-19 19:32:31, matching_agentidentity id MBR-000360, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423247
- Record linked automaticallyc4661fc4ac2026-10-19 19:31:28, matching_agentidentity id MBR-017188, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-26844