Record, CLM, bronze and silver
CLM-407014
Received 2026-04-12T04:31:46Z, line 48,030 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Jacob | Jacob | Unchanged |
| Middle | L | L | Unchanged |
| Last name | Kim | Kim | Unchanged |
| Date of birth | 19580715 | 1958-07-15 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UHC-18672-96 | UHC-18672-96 | Unchanged |
| SSN | •••-••-1449 | •••-••-1449 | Parsed |
| Phone | 487-748-9624 | 4877489624 | Parsed |
| N/A | — | Cleared | |
| Address | 8072 Elm Street | 8072 Elm St | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL·· | FL | Changed |
| ZIP | 32291 | 32291 | Unchanged |
| Group | GRP-6972 | GRP-6972 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- jacob|kim
- Address key
- 8072|elm|32291
- Canonical first
- jacob
Quality flags
7 raised during normalisation
- 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| PRV-22059 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407013 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-53077 | 0.95 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010788
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jacob Kim, 1958-07-15, 4 records, Verified
Evidence
Matched against PRV-22059
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybe3428c7142026-10-22 12:43:54, matching_agentidentity id MBR-010788, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22059
- Record linked automaticallyef7d75e53b2026-10-19 19:54:38, matching_agentidentity id MBR-010788, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22059
- Record linked automatically744a8443ff2026-10-19 19:52:09, matching_agentidentity id MBR-010788, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22059
- Record linked automaticallyb60e5d2b7e2026-10-19 19:45:42, matching_agentidentity id MBR-010788, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22059
- Record linked automaticallyb3aac434602026-10-19 19:32:31, matching_agentidentity id MBR-010788, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22059