Record, CLM, bronze and silver
CLM-427387
Received 2026-01-27T14:56:44Z, line 25,477 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 | Laurn | Laurn | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nguyen | Nguyen | Unchanged |
| Date of birth | 9/25/1959 | 1959-09-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-00209-76 | UHC-00209-76 | Unchanged |
| SSN | •••-••-5890 | •••-••-5890 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 7758 Desert Sky Boulevard | 7758 Desert Sky Blvd | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | ·32807 | 32807 | Changed |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- laurn|nguyen
- Address key
- 7758|desert sky|32807
- Canonical first
- laurn
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-135886 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008137
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Nguyen, 1959-09-25, 2 records, Verified
Evidence
Matched against ENR-135886
| 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 automatically6b59ad7e102026-10-19 19:54:38, matching_agentidentity id MBR-008137, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135886
- Record linked automatically827ed7ea1f2026-10-19 19:52:09, matching_agentidentity id MBR-008137, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135886
- Record linked automaticallyac8f5d985a2026-10-19 19:45:42, matching_agentidentity id MBR-008137, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135886
- Record linked automatically51d182ef272026-10-19 19:32:31, matching_agentidentity id MBR-008137, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135886
- Record linked automaticallyd020970e9d2026-10-19 19:31:28, scoring_agentidentity id MBR-001284, confidence 1, method probabilistic, matched record TPA-62046, policy version 1