Record, CLM, bronze and silver
CLM-404480
Received 2026-03-07T23:41:13Z, line 17,623 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 | Nicole | Nicole | Unchanged |
| Middle | V | V | Unchanged |
| Last name | Smith·· | Smith | Changed |
| Date of birth | 1957-12-16·· | 1957-12-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-41405-52 | UHC-41405-52 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 885-838-4155 | 8858384155 | Parsed |
| nicole.smith30@gmail.com | nicole.smith30@gmail.com | Unchanged | |
| Address | 1545 Willow Court | 1545 Willow Ct | Changed |
| City | ·Tampa | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33689 | 33689 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- nicole|smith
- Address key
- 1545|willow|33689
- Canonical first
- nicole
Quality flags
5 raised during normalisation
- 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
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010506
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Nicole Smith, 1957-12-16, 2 records, Verified
Evidence
Matched against TPA-51954
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyddfaa3a3862026-10-19 19:54:38, scoring_agentidentity id MBR-010506, confidence 0.925, method probabilistic, matched record TPA-51954, policy version 1
- Record linked automatically72fc54150f2026-10-19 19:52:09, scoring_agentidentity id MBR-010506, confidence 0.925, method probabilistic, matched record TPA-51954, policy version 1
- Record linked automatically3cd27d62c22026-10-19 19:45:42, scoring_agentidentity id MBR-010506, confidence 0.925, method probabilistic, matched record TPA-51954, policy version 1
- Record linked automaticallyc442f29d962026-10-19 19:32:31, scoring_agentidentity id MBR-010506, confidence 0.925, method probabilistic, matched record TPA-51954, policy version 1
- Record linked automaticallyc9ebc8fe702026-10-19 19:31:28, scoring_agentidentity id MBR-027580, confidence 0.937, method probabilistic, matched record TPA-51997, policy version 1