Record, CLM, bronze and silver
CLM-423246
Received 2026-09-11T06:44:43Z, line 52,441 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 | Lawrenke, Sophia | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Lawrenke | Changed |
| Date of birth | 05/04/89 | 1989-05-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1811 | •••-••-1811 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| N/A | — | Cleared | |
| Address | 2752 VALLEY VIEW DR | 2752 Valley View Dr | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28215-3799 | 28215 | Changed |
| Group | GRP-5553 | GRP-5553 | Unchanged |
| Plan | ·N/A | — | Cleared |
- Quality score
- 0.40
- Name key
- sophia|lawrenke
- Address key
- 2752|valley view|28215
- Canonical first
- sophia
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-423247 | 0.99 | Scored | — | Auto-linked |
| CLM-423248 | 0.98 | Scored | — | Auto-linked |
| CLM-423245 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000360
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Sophia Lawrence, 1989-05-04, 4 records, Verified
Evidence
Matched against CLM-423247
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automaticallyf15c6d19f22026-10-19 19:54:38, scoring_agentidentity id MBR-000360, confidence 0.989, method probabilistic, matched record CLM-423247, policy version 1
- Record linked automatically365cf223762026-10-19 19:52:08, scoring_agentidentity id MBR-000360, confidence 0.989, method probabilistic, matched record CLM-423247, policy version 1
- Record linked automatically6bacc77ef22026-10-19 19:45:41, scoring_agentidentity id MBR-000360, confidence 0.989, method probabilistic, matched record CLM-423247, policy version 1
- Record linked automatically14a493b3e22026-10-19 19:32:31, scoring_agentidentity id MBR-000360, confidence 0.989, method probabilistic, matched record CLM-423247, policy version 1
- Record linked automaticallyf6dd4fad142026-10-19 19:31:28, matching_agentidentity id MBR-010498, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130607