Record, CLM, bronze and silver
CLM-403452
Received 2026-04-12T20:46:01Z , line 60,381 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 | ABIGAIL | Abigail | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDNALD | McDnald | Changed |
| Date of birth | 19690726 | 1969-07-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-91015-76 | UHC-91015-76 | Unchanged |
| SSN | - | — | Cleared |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 2735 Washington Street | 2735 Washington St | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-6616 | GRP-6616 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- abigail|mcdnald
- Address key
- 2735|washington|fresno
- Canonical first
- abigail
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP missingStreet address present but no ZIP supplied
- 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-403453 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403454 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104482 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104483 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025474
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Abigail McDonald, 1969-07-26, 5 records, Verified
Evidence
Matched against CLM-403453
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically26cf6307142026-10-22 12:43:54, matching_agentidentity id MBR-025474, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403453
- Record linked automaticallye1f9feb3bf2026-10-19 19:54:38, matching_agentidentity id MBR-025474, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403453
- Record linked automatically55b080624f2026-10-19 19:52:09, matching_agentidentity id MBR-025474, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403453
- Record linked automatically1d5a3a5c162026-10-19 19:45:42, matching_agentidentity id MBR-025474, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403453
- Record linked automaticallyf025b4aa722026-10-19 19:32:31, matching_agentidentity id MBR-025474, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403453