Record, CLM, bronze and silver
CLM-420331
Received 2026-02-23T22:39:07Z, line 11,981 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 | Kyle | Kyle | Unchanged |
| Middle | H. | H | Changed |
| Last name | Smith | Smith | Unchanged |
| Date of birth | 1984-10-21 | 1984-10-21 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-47052-61 | UHC-47052-61 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 2161 Jefferson Avenue | 2161 Jefferson Ave | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32827-8205 | 32827 | Changed |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.66
- Name key
- kyle|smith
- Address key
- 2161|jefferson|32827
- Canonical first
- kyle
Quality flags
5 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-420328 | 1.00 | Scored | — | Auto-linked |
| CLM-420329 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420330 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420327 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015444
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kyle Smith, 1984-10-21, 5 records, Verified
Evidence
Matched against CLM-420328
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7317fb9b602026-10-22 12:43:54, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automatically07c0c119682026-10-19 19:54:38, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automaticallyae4425efde2026-10-19 19:52:09, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automaticallyaf95ca34a12026-10-19 19:45:42, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automaticallydcf54b93db2026-10-19 19:32:31, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automatically06347670992026-10-19 19:31:28, matching_agentidentity id MBR-001202, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126681