Record, CLM, bronze and silver
CLM-417821
Received 2026-10-14T10:34:30Z, line 71,857 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 | Aisha·· | Aisha | Changed |
| Middle | — | — | Unchanged |
| Last name | Nguyen | Nguyen | Unchanged |
| Date of birth | 1985-06-09 | 1985-06-09 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-89751-57 | UHC-89751-57 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (250) 778-4961 | 2507784961 | Parsed |
| - | — | Cleared | |
| Address | ·6265 ELM ST | 6265 Elm St | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85287 | 85287 | Unchanged |
| Group | ·UNKNOWN | — | Cleared |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.78
- Name key
- aisha|nguyen
- Address key
- 6265|elm|85287
- Canonical first
- aisha
Quality flags
5 raised during normalisation
- 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
- 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-123432 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417822 | 0.93 | Scored | — | Auto-linked |
| TPA-57866 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034691
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Aisha Nguyen, 1985-06-09, 3 records, Verified
Evidence
Matched against ENR-123432
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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
5 hash-chained entries for this record
- Record linked automatically55ccf6ea6f2026-10-19 19:54:39, matching_agentidentity id MBR-034691, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123432
- Record linked automatically7119a2c72c2026-10-19 19:52:09, matching_agentidentity id MBR-034691, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123432
- Record linked automatically9143dca7712026-10-19 19:45:42, matching_agentidentity id MBR-034691, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123432
- Record linked automaticallyd2c09b12452026-10-19 19:32:31, matching_agentidentity id MBR-034691, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123432
- Record linked automaticallydde3d7d0162026-10-19 19:31:28, matching_agentidentity id MBR-023500, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123306