Record, CLM, bronze and silver
CLM-431640
Received 2026-08-02T09:42:52Z, line 17,789 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 | SOFIA | Sofia | Changed |
| Middle | ·· | — | Unchanged |
| Last name | SCOTT | Scott | Changed |
| Date of birth | 7/19/1969 | 1969-07-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-21371-17 | UHC-21371-17 | Unchanged |
| SSN | •••-••-6844 | •••-••-6844 | Unchanged |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 6149 Cedar Lane | 6149 Cedar Ln | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55365·· | 55365 | Changed |
| Group | GRP-6002 | GRP-6002 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- sofia|scott
- Address key
- 6149|cedar|55365
- Canonical first
- sofia
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)
- 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-431639 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141541 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-040398
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sofia Scott, 1969-07-19, 3 records, Verified
Evidence
Matched against CLM-431639
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyed8a255dc92026-10-22 12:43:55, matching_agentidentity id MBR-040398, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431639
- Record linked automatically56cbce9ebd2026-10-19 19:54:39, matching_agentidentity id MBR-040398, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431639
- Record linked automaticallyfce3824cec2026-10-19 19:52:09, matching_agentidentity id MBR-040398, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431639
- Record linked automatically76682d144f2026-10-19 19:45:42, matching_agentidentity id MBR-040398, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431639
- Record linked automatically9116cd3e872026-10-19 19:32:31, matching_agentidentity id MBR-040398, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431639
- Record linked automaticallyb6c5b10c4a2026-10-19 19:31:28, scoring_agentidentity id MBR-003618, confidence 0.966, method probabilistic, matched record ENR-141768, policy version 1