Record, CLM, bronze and silver
CLM-418159
Received 2026-10-16T22:46:23Z, line 88,023 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 | valentina·· | Valentina | Changed |
| Middle | — | — | Unchanged |
| Last name | olson | Olson | Changed |
| Date of birth | 1955-12-12 | 1955-12-12 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | +1 494 393 9026 | 4943939026 | Parsed |
| - | — | Cleared | |
| Address | 5864 Highland Avenue | 5864 Highland Ave | Changed |
| City | Houston | Houston | Unchanged |
| State | Texas | TX | Changed |
| ZIP | - | — | Cleared |
| Group | GRP-5247 | GRP-5247 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.34
- Name key
- valentina|olson
- Address key
- 5864|highland|houston
- Canonical first
- valentina
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-123874 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031166
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Valentina Olson, 1955-12-12, 2 records, Verified
Evidence
Matched against ENR-123874
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automaticallyd637c482a62026-10-19 19:54:38, scoring_agentidentity id MBR-031166, confidence 0.937, method probabilistic, matched record ENR-123874, policy version 1
- Record linked automatically37b9e7fba52026-10-19 19:52:09, scoring_agentidentity id MBR-031166, confidence 0.937, method probabilistic, matched record ENR-123874, policy version 1
- Record linked automaticallyaebe7fad7b2026-10-19 19:45:42, scoring_agentidentity id MBR-031166, confidence 0.937, method probabilistic, matched record ENR-123874, policy version 1
- Record linked automatically6e0368c09d2026-10-19 19:32:31, scoring_agentidentity id MBR-031166, confidence 0.937, method probabilistic, matched record ENR-123874, policy version 1