Record, CLM, bronze and silver
CLM-418941
Received 2026-09-28T19:03:56Z, line 14,479 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 | Helen | Helen | Unchanged |
| Middle | O. | O | Changed |
| Last name | Jhnson | Jhnson | Unchanged |
| Date of birth | 1977-05-18 | 1977-05-18 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-28850-11 | UHC-28850-11 | Unchanged |
| SSN | ·null | — | Cleared |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 9802 BAYSHORE DRIVE | 9802 Bayshore Dr | Changed |
| City | LOS ANGELES | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | - | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.52
- Name key
- helen|jhnson
- Address key
- 9802|bayshore|los angeles
- Canonical first
- helen
Quality flags
6 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-418940 | 0.92 | Scored | — | Auto-linked |
| CLM-418939 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008140
- Method
- Scored
- Confidence
- 0.92
- 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 | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically992202f4252026-10-19 19:54:38, scoring_agentidentity id MBR-008140, confidence 0.915, method probabilistic, matched record CLM-418939, policy version 1
- Record linked automaticallye4ca873dfa2026-10-19 19:52:09, scoring_agentidentity id MBR-008140, confidence 0.915, method probabilistic, matched record CLM-418939, policy version 1
- Record linked automatically807452937b2026-10-19 19:45:42, scoring_agentidentity id MBR-008140, confidence 0.915, method probabilistic, matched record CLM-418939, policy version 1
- Record linked automatically331077d8762026-10-19 19:32:31, scoring_agentidentity id MBR-008140, confidence 0.915, method probabilistic, matched record CLM-418939, policy version 1