Record, CLM, bronze and silver
CLM-416408
Received 2026-02-01T23:30:22Z, line 67,222 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 | ARJUN | Arjun | Changed |
| Middle | — | — | Unchanged |
| Last name | ROBERTSON | Robertson | Changed |
| Date of birth | 11/11/1980·· | 1980-11-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-87084-84 | UHC-87084-84 | Unchanged |
| SSN | •••-••-2218 | •••-••-2218 | Parsed |
| Phone | (411) 221-2069 | 4112212069 | Parsed |
| — | — | Unchanged | |
| Address | 4498 WASHINGTON ST | 4498 Washington St | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32242 | 32242 | Unchanged |
| Group | GRP-5962 | GRP-5962 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.74
- Name key
- arjun|robertson
- Address key
- 4498|washington|32242
- Canonical first
- arjun
Quality flags
7 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
- 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 |
|---|---|---|---|---|
| CLM-416407 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-121562 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416409 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009602
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arjun Robertson, 1980-11-11, 4 records, Verified
Evidence
Matched against CLM-416407
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0595df60e92026-10-22 12:43:54, matching_agentidentity id MBR-009602, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416407
- Record linked automatically7621890e582026-10-19 19:54:38, matching_agentidentity id MBR-009602, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416407
- Record linked automaticallyfaccb1dc092026-10-19 19:52:09, matching_agentidentity id MBR-009602, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416407
- Record linked automatically9191319eca2026-10-19 19:45:42, matching_agentidentity id MBR-009602, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416407
- Record linked automatically39a0ebcf2e2026-10-19 19:32:31, matching_agentidentity id MBR-009602, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416407
- Record linked automatically5c740add0c2026-10-19 19:31:28, matching_agentidentity id MBR-001367, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416409