Record, CLM, bronze and silver
CLM-418940
Received 2026-10-17T08:29:02Z, line 97,015 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 | Johnson, Helen | Helen | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Johnson | Changed |
| Date of birth | 1977-05-18 | 1977-05-18 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-7655 | •••-••-7655 | Unchanged |
| Phone | 17329415849 | 7329415849 | Parsed |
| HELEN.JOHNSON42@HOTMAIL.COM | helen.johnson42@hotmail.com | Changed | |
| Address | 9802 BAYSHORE DRIVE | 9802 Bayshore Dr | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90019 | 90019 | Unchanged |
| Group | GRP-1624 | GRP-1624 | Unchanged |
| Plan | ·N/A | — | Cleared |
- Quality score
- 0.64
- Name key
- helen|johnson
- Address key
- 9802|bayshore|90019
- Canonical first
- helen
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
- 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
- Email lower-casedEmail lower-cased
- 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-418939 | 1.00 | Scored | — | Auto-linked |
| CLM-418941 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008140
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Helen Johnson, 1977-05-18, 3 records, Verified
Evidence
Matched against CLM-418939
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallydecdca24572026-10-19 19:54:38, scoring_agentidentity id MBR-008140, confidence 1, method probabilistic, matched record CLM-418939, policy version 1
- Record linked automatically9da81d13fe2026-10-19 19:52:09, scoring_agentidentity id MBR-008140, confidence 1, method probabilistic, matched record CLM-418939, policy version 1
- Record linked automatically52187a78de2026-10-19 19:45:42, scoring_agentidentity id MBR-008140, confidence 1, method probabilistic, matched record CLM-418939, policy version 1
- Record linked automatically13dd8c71752026-10-19 19:32:31, scoring_agentidentity id MBR-008140, confidence 1, method probabilistic, matched record CLM-418939, policy version 1