Record, CLM, bronze and silver
CLM-409819
Received 2026-01-19T02:53:14Z, line 3,026 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 | D | D | Unchanged |
| Last name | WRD | Wrd | Changed |
| Date of birth | 1961-04-16·· | 1961-04-16 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-55808-79 | UHC-55808-79 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 12366515297 | 2366515297 | Parsed |
| sofia.ward69@proton.me | sofia.ward69@proton.me | Unchanged | |
| Address | 6963 Desert Sky Boulevard | 6963 Desert Sky Blvd | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85786-1157 | 85786 | Changed |
| Group | GRP-0156 | GRP-0156 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- sofia|wrd
- Address key
- 6963|desert sky|85786
- Canonical first
- sofia
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-112943 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409820 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005680
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sofia Ward, 1961-04-16, 3 records, Verified
Evidence
Matched against ENR-112943
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 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
4 hash-chained entries for this record
- Record linked automatically2af1cb9e0a2026-10-19 19:54:38, matching_agentidentity id MBR-005680, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112943
- Record linked automatically91a2bd72172026-10-19 19:52:08, matching_agentidentity id MBR-005680, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112943
- Record linked automatically0ff44772222026-10-19 19:45:42, matching_agentidentity id MBR-005680, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112943
- Record linked automatically8c37c6855c2026-10-19 19:32:31, matching_agentidentity id MBR-005680, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112943