Record, CLM, bronze and silver
CLM-432456
Received 2026-06-27T18:41:14Z, line 48,240 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 | kattherine | Kattherine | Changed |
| Middle | ·· | — | Unchanged |
| Last name | ross | Ross | Changed |
| Date of birth | 01-08-1957 | 1957-08-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-97525-84 | UHC-97525-84 | Unchanged |
| SSN | •••-••-3997 | •••-••-3997 | Unchanged |
| Phone | — | — | Unchanged |
| KATHERINE.ROSS@GMAIL.COM | katherine.ross@gmail.com | Changed | |
| Address | 942 Spring Street | 942 Spring St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85244-2715 | 85244 | Changed |
| Group | GRP-9258 | GRP-9258 | Unchanged |
| Plan | ·- | — | Cleared |
- Quality score
- 0.62
- Name key
- kattherine|ross
- Address key
- 942|spring|85244
- Canonical first
- kattherine
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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Email lower-casedEmail lower-cased
- 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-432457 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432458 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-64320 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032764
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Katherine Ross, 1957-08-01, 3 records, Verified
Evidence
Matched against CLM-432458
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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
5 hash-chained entries for this record
- Record linked automatically8f2a622c992026-10-19 19:54:38, matching_agentidentity id MBR-032764, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432458
- Record linked automaticallyfd8a02b8222026-10-19 19:52:09, matching_agentidentity id MBR-032764, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432458
- Record linked automatically72ad6f168c2026-10-19 19:45:42, matching_agentidentity id MBR-032764, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432458
- Record linked automatically82cc8e58992026-10-19 19:32:31, matching_agentidentity id MBR-032764, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432458
- Record linked automatically339c90c3d22026-10-19 19:31:28, matching_agentidentity id MBR-005565, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64200