Record, CLM, bronze and silver
CLM-403679
Received 2026-06-18T08:21:34Z, line 21,695 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 | Frank | Frank | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Williamson | Williamson | Unchanged |
| Date of birth | 1938-10-13 | 1938-10-13 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 308-742-8282 | 3087428282 | Parsed |
| frank.williamson@outlook.com | frank.williamson@outlook.com | Unchanged | |
| Address | 5825 Forest Ave | 5825 Forest Ave | Unchanged |
| City | LOS ANGELES | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-9460 | GRP-9460 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- frank|williamson
- Address key
- 5825|forest|los angeles
- Canonical first
- frank
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| ENR-104780 | 0.94 | Scored | — | Auto-linked |
| CLM-403678 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030747
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Frank Williamson, 1938-10-13, 3 records, Verified
Evidence
Matched against ENR-104780
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfbd93638d12026-10-19 19:54:38, scoring_agentidentity id MBR-030747, confidence 0.945, method probabilistic, matched record ENR-104780, policy version 1
- Record linked automatically48213622172026-10-19 19:52:09, scoring_agentidentity id MBR-030747, confidence 0.945, method probabilistic, matched record ENR-104780, policy version 1
- Record linked automaticallyf0361e88e22026-10-19 19:45:42, scoring_agentidentity id MBR-030747, confidence 0.945, method probabilistic, matched record ENR-104780, policy version 1
- Record linked automatically71ceae4aa52026-10-19 19:32:31, scoring_agentidentity id MBR-030747, confidence 0.945, method probabilistic, matched record ENR-104780, policy version 1
- Record linked automaticallyb945b914c42026-10-19 19:31:28, scoring_agentidentity id MBR-028160, confidence 1, method probabilistic, matched record TPA-51657, policy version 1