Record, CLM, bronze and silver
CLM-403123
Received 2026-06-10T16:39:26Z, line 76,350 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 | MCDONALD | McDonald | Changed |
| Date of birth | 08/26/1941 | 1941-08-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-38130-42 | UHC-38130-42 | Unchanged |
| SSN | •••-••-2335 | •••-••-2335 | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 2118 Meadow Lane | 2118 Meadow Ln | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32868 | 32868 | Unchanged |
| Group | - | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.74
- Name key
- arjun|mcdonald
- Address key
- 2118|meadow|32868
- 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)
- 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
- 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-403124 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104043 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034394
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arjun McDonald, 1941-08-26, 3 records, Verified
Evidence
Matched against CLM-403124
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyff349b8a5d2026-10-22 12:43:55, matching_agentidentity id MBR-034394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403124
- Record linked automaticallya2c10732ae2026-10-19 19:54:39, matching_agentidentity id MBR-034394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403124
- Record linked automatically6129db2c322026-10-19 19:52:09, matching_agentidentity id MBR-034394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403124
- Record linked automatically681005583b2026-10-19 19:45:42, matching_agentidentity id MBR-034394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403124
- Record linked automatically91b97427832026-10-19 19:32:31, matching_agentidentity id MBR-034394, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403124
- Record linked automaticallyf8b26e44d42026-10-19 19:31:28, scoring_agentidentity id MBR-014845, confidence 1, method probabilistic, matched record CLM-403124, policy version 1