Record, CLM, bronze and silver
CLM-420330
Received 2026-08-13T16:01:17Z, line 25,208 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 | Changed |
| Middle | ·· | — | Unchanged |
| Last name | SMITH | Smith | Changed |
| Date of birth | 21-10-1984 | 1984-10-21 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-47052-61 | UHC-47052-61 | Unchanged |
| SSN | ·- | — | Cleared |
| Phone | 600.958.2377 | 6009582377 | Parsed |
| NULL | — | Cleared | |
| Address | 2161 Jefferson Avenue | 2161 Jefferson Ave | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32827 | 32827 | Unchanged |
| Group | GRP-4203 | GRP-4203 | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.76
- Name key
- kyle|smith
- Address key
- 2161|jefferson|32827
- Canonical first
- kyle
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-420327 | 1.00 | Scored | — | Auto-linked |
| CLM-420328 | 1.00 | Scored | — | Auto-linked |
| CLM-420331 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420329 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
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 |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6c294cef442026-10-22 12:43:54, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automatically9e119a7a3e2026-10-19 19:54:38, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automaticallyda145dff3e2026-10-19 19:52:09, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automatically28ad1e05782026-10-19 19:45:42, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automatically7362122cb12026-10-19 19:32:31, scoring_agentidentity id MBR-015444, confidence 1, method probabilistic, matched record CLM-420328, policy version 1
- Record linked automatically00414050e52026-10-19 19:31:28, scoring_agentidentity id MBR-001714, confidence 1, method probabilistic, matched record TPA-58861, policy version 1