Record, CLM, bronze and silver
CLM-402577
Received 2026-01-06T06:29:18Z, line 30,543 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 | Sofia | Sofia | Unchanged |
| Middle | A. | A | Changed |
| Last name | Howell | Howell | Unchanged |
| Date of birth | 1971-04-14 | 1971-04-14 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 479-896-5964 | 4798965964 | Parsed |
| ···· | — | Unchanged | |
| Address | 9781 Sunset Blvd | 9781 Sunset Blvd | Unchanged |
| City | CHARLOTTE | Charlotte | Changed |
| State | NC | NC | Unchanged |
| ZIP | 28216 | 28216 | Unchanged |
| Group | GRP-5316 | GRP-5316 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.92
- Name key
- sofia|howell
- Address key
- 9781|sunset|28216
- Canonical first
- sofia
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- 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-402578 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001699
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sofia Howell, 1971-04-14, 2 records, Verified
Evidence
Matched against CLM-402578
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye4de990e442026-10-22 12:43:53, scoring_agentidentity id MBR-001699, confidence 1, method probabilistic, matched record CLM-402578, policy version 1
- Record linked automaticallya71b5634742026-10-19 19:54:38, scoring_agentidentity id MBR-001699, confidence 1, method probabilistic, matched record CLM-402578, policy version 1
- Record linked automatically4dfe3c7db32026-10-19 19:52:08, scoring_agentidentity id MBR-001699, confidence 1, method probabilistic, matched record CLM-402578, policy version 1
- Record linked automatically5f6be490232026-10-19 19:45:41, scoring_agentidentity id MBR-001699, confidence 1, method probabilistic, matched record CLM-402578, policy version 1
- Record linked automaticallyceb519f91d2026-10-19 19:32:31, scoring_agentidentity id MBR-001699, confidence 1, method probabilistic, matched record CLM-402578, policy version 1