Record, CLM, bronze and silver
CLM-400873
Received 2026-02-22T15:00:24Z, line 62,334 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 | Nguyen, Fatima | Fatima | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Nguyen | Changed |
| Date of birth | 03/14/1984 | 1984-03-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-77642-95 | UHC-77642-95 | Unchanged |
| SSN | •••-••-1625 | •••-••-1625 | Unchanged |
| Phone | null | — | Cleared |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | UNKNOWN | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.82
- Name key
- fatima|nguyen
- Address key
- —
- Canonical first
- fatima
Quality flags
3 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-101152 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-400872 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015102
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Fatima Nguyen, 1984-03-14, 3 records, Verified
Evidence
Matched against ENR-101152
| 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 |
Audit
6 hash-chained entries for this record
- Record linked automatically7f791458a12026-10-22 12:43:54, matching_agentidentity id MBR-015102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101152
- Record linked automatically050606ceda2026-10-19 19:54:38, matching_agentidentity id MBR-015102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101152
- Record linked automaticallyb2f2173ddf2026-10-19 19:52:09, matching_agentidentity id MBR-015102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101152
- Record linked automaticallyac56ed78422026-10-19 19:45:42, matching_agentidentity id MBR-015102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101152
- Record linked automatically218c6803df2026-10-19 19:32:31, matching_agentidentity id MBR-015102, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101152
- Record linked automatically1dfd2031502026-10-19 19:31:28, matching_agentidentity id MBR-023108, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101215