Record, CLM, bronze and silver
CLM-411813
Received 2026-01-17T08:05:38Z, line 6,512 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 | Lauren | Lauren | Unchanged |
| Middle | ·I | I | Changed |
| Last name | Johnston | Johnston | Unchanged |
| Date of birth | 01-03-1940 | 1940-03-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-02841-38 | UHC-02841-38 | Unchanged |
| SSN | •••-••-2562 | •••-••-2562 | Unchanged |
| Phone | 4098863695·· | 4098863695 | Parsed |
| — | — | Unchanged | |
| Address | 5827 WILLOW CT | 5827 Willow Ct | Changed |
| City | Houston | Houston | Unchanged |
| State | ·TX | TX | Changed |
| ZIP | 77080 | 77080 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- lauren|johnston
- Address key
- 5827|willow|77080
- Canonical first
- lauren
Quality flags
5 raised during normalisation
- 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 |
|---|---|---|---|---|
| ENR-115582 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005180
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Johnston, 1940-03-01, 2 records, Verified
Evidence
Matched against ENR-115582
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically809daf2dc82026-10-22 12:43:53, matching_agentidentity id MBR-005180, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115582
- Record linked automatically7803e588802026-10-19 19:54:38, matching_agentidentity id MBR-005180, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115582
- Record linked automatically516fe10da32026-10-19 19:52:08, matching_agentidentity id MBR-005180, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115582
- Record linked automatically100637341e2026-10-19 19:45:42, matching_agentidentity id MBR-005180, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115582
- Record linked automatically02183e6a432026-10-19 19:32:31, matching_agentidentity id MBR-005180, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115582
- Record linked automatically50c1843bb92026-10-19 19:31:28, matching_agentidentity id MBR-024374, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-115667