Record, CLM, bronze and silver
CLM-417822
Received 2026-07-26T18:58:01Z, line 25,394 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 | B | B | Unchanged |
| Last name | NGUYEN | Nguyen | Changed |
| Date of birth | ·1985-06-09 | 1985-06-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-2023 | •••-••-2023 | Unchanged |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 6265 Elm St | 6265 Elm St | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | select-epo | SELECT-EPO | Changed |
- Quality score
- 0.78
- Name key
- aisha|nguyen
- Address key
- 6265|elm|chandler
- Canonical first
- aisha
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- ZIP missingStreet address present but no ZIP supplied
- Plan code upper-casedPlan code upper-cased
- 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 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-417821 | 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
- 0.97
- Rule
- D2 ssn4 + dob + last name
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 |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyad1bd3da042026-10-19 19:54:39, matching_agentidentity id MBR-034691, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123432
- Record linked automatically9b7193d1782026-10-19 19:52:09, matching_agentidentity id MBR-034691, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123432
- Record linked automatically407222e9962026-10-19 19:45:42, matching_agentidentity id MBR-034691, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123432
- Record linked automatically11fd27f1052026-10-19 19:32:31, matching_agentidentity id MBR-034691, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123432
- Record linked automatically36e6bedcad2026-10-19 19:31:28, scoring_agentidentity id MBR-003862, confidence 1, method probabilistic, matched record ENR-123309, policy version 1