Record, CLM, bronze and silver
CLM-404364
Received 2026-05-08T07:54:47Z, line 44,230 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 | MARILYN | Marilyn | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIS | Willis | Changed |
| Date of birth | 1997-06-15 | 1997-06-15 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-30752-12 | UHC-30752-12 | Unchanged |
| SSN | null | — | Cleared |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | NULL | — | Cleared |
| City | N/A | — | Cleared |
| State | NULL·· | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- marilyn|willis
- Address key
- —
- Canonical first
- marilyn
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| CLM-404366 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404363 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-105755 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21243 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404365 | 0.83 | Scored | — | Sent to steward |
| PRV-25910 | 0.64 | Scored | — | Sent to steward |
| CLM-419910 | 0.64 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000757
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Marilyn Willis, 1997-06-15, 6 records, Verified
Evidence
Matched against CLM-404366
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb4b6584aae2026-10-19 19:54:38, matching_agentidentity id MBR-000757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404366
- Record linked automatically4840fe9e742026-10-19 19:52:08, matching_agentidentity id MBR-000757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404366
- Record linked automaticallyc8f54838262026-10-19 19:45:41, matching_agentidentity id MBR-000757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404366
- Record linked automaticallyf98f399dd22026-10-19 19:32:31, matching_agentidentity id MBR-000757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404366
- Record linked automaticallyf7d78ba5182026-10-19 19:31:28, scoring_agentidentity id MBR-018240, confidence 1, method probabilistic, matched record ENR-105681, policy version 1