Record, CLM, bronze and silver
CLM-405309
Received 2026-08-29T03:25:36Z, line 98,744 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 | JUDITH | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | ·LARSON | Larson | Changed |
| Date of birth | 1982-10-08 | 1982-10-08 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-37282-88 | UHC-37282-88 | Unchanged |
| SSN | •••-••-2978 | •••-••-2978 | Unchanged |
| Phone | 392-526-5887·· | 3925265887 | Parsed |
| — | — | Unchanged | |
| Address | 8338 Lincoln Way | 8338 Lincoln Way | Unchanged |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·75050 | 75050 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- judith|larson
- Address key
- 8338|lincoln|75050
- Canonical first
- judith
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-106956 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405310 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025371
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Judith Larson, 1982-10-08, 3 records, Verified
Evidence
Matched against ENR-106956
| 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya58fe115b72026-10-22 12:43:54, matching_agentidentity id MBR-025371, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106956
- Record linked automaticallyac51c8cf5e2026-10-19 19:54:38, matching_agentidentity id MBR-025371, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106956
- Record linked automaticallyff92d69c1b2026-10-19 19:52:09, matching_agentidentity id MBR-025371, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106956
- Record linked automatically423f13e07e2026-10-19 19:45:42, matching_agentidentity id MBR-025371, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106956
- Record linked automatically5b37874f962026-10-19 19:32:31, matching_agentidentity id MBR-025371, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106956
- Record linked automaticallybdd6849e542026-10-19 19:31:28, matching_agentidentity id MBR-040512, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405310