Record, CLM, bronze and silver
CLM-407332
Received 2026-05-10T04:50:04Z, line 33,767 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 | Madison | Madison | Unchanged |
| Middle | L | L | Unchanged |
| Last name | Nguyen | Nguyen | Unchanged |
| Date of birth | 1989-05-15 | 1989-05-15 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | UHC-11426-92 | UHC-11426-92 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 486-545-8324 | 4865458324 | Parsed |
| NULL | — | Cleared | |
| Address | — | — | Unchanged |
| City | N/A | — | Cleared |
| State | - | — | Cleared |
| ZIP | null | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.96
- Name key
- madison|nguyen
- Address key
- —
- Canonical first
- madison
Quality flags
2 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-109593 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407331 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004149
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Madison Nguyen, 1989-05-15, 3 records, Verified
Evidence
Matched against CLM-407331
| 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 |
Audit
5 hash-chained entries for this record
- Record linked automatically2b84a9de432026-10-19 19:54:38, matching_agentidentity id MBR-004149, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407331
- Record linked automaticallyac918db6262026-10-19 19:52:08, matching_agentidentity id MBR-004149, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407331
- Record linked automaticallybc785125fc2026-10-19 19:45:42, matching_agentidentity id MBR-004149, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407331
- Record linked automatically288518d6b02026-10-19 19:32:31, matching_agentidentity id MBR-004149, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407331
- Record linked automaticallya3f8a48f3c2026-10-19 19:31:28, matching_agentidentity id MBR-002411, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109611