Record, CLM, bronze and silver
CLM-419582
Received 2026-09-23T12:31:51Z, line 56,189 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 | ·Mariana | Mariana | Changed |
| Middle | J | J | Unchanged |
| Last name | Arnold | Arnold | Unchanged |
| Date of birth | Jan 18, 1973 | 1973-01-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-82201-41 | UHC-82201-41 | Unchanged |
| SSN | •••-••-9042 | •••-••-9042 | Unchanged |
| Phone | 620-860-9139 | 6208609139 | Parsed |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | NULL | — | Cleared |
| State | - | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-3586 | GRP-3586 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- mariana|arnold
- Address key
- —
- Canonical first
- mariana
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| ENR-125797 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58635 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029324
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Mariana Arnold, 1973-01-18, 3 records, Verified
Evidence
Matched against ENR-125797
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically73fc3ca6f42026-10-22 12:43:54, matching_agentidentity id MBR-029324, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125797
- Record linked automaticallyab46f1c0c62026-10-19 19:54:38, matching_agentidentity id MBR-029324, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125797
- Record linked automatically84f66fd3c52026-10-19 19:52:09, matching_agentidentity id MBR-029324, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125797
- Record linked automatically2b4e41b6912026-10-19 19:45:42, matching_agentidentity id MBR-029324, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125797
- Record linked automatically83cdf91d722026-10-19 19:32:31, matching_agentidentity id MBR-029324, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125797
- Record linked automatically915f9102dd2026-10-19 19:31:28, matching_agentidentity id MBR-009489, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-125683