Record, CLM, bronze and silver
CLM-404201
Received 2026-04-19T06:19:24Z, line 83,231 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 | DEEBRA | Deebra | Changed |
| Middle | — | — | Unchanged |
| Last name | LAWSON | Lawson | Changed |
| Date of birth | Aug 19, 1939 | 1939-08-19 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-10156-16 | UHC-10156-16 | Unchanged |
| SSN | •••-••-4616 | •••-••-4616 | Parsed |
| Phone | -·· | — | Cleared |
| — | — | Unchanged | |
| Address | 8452 Forest Avenue | 8452 Forest Ave | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33190 | 33190 | Unchanged |
| Group | GRP-1986 | GRP-1986 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- deebra|lawson
- Address key
- 8452|forest|33190
- Canonical first
- deebra
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
- 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 |
|---|---|---|---|---|
| PRV-21181 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404200 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51820 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404199 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003558
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Debra Lawson, 1939-08-19, 5 records, Verified
Evidence
Matched against CLM-404200
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye3b7a04c642026-10-19 19:54:38, matching_agentidentity id MBR-003558, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404200
- Record linked automatically7678cb0d872026-10-19 19:52:08, matching_agentidentity id MBR-003558, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404200
- Record linked automatically36f8cb95382026-10-19 19:45:42, matching_agentidentity id MBR-003558, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404200
- Record linked automaticallyef341511a12026-10-19 19:32:31, matching_agentidentity id MBR-003558, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-404200
- Record linked automatically37d0c74bea2026-10-19 19:31:28, matching_agentidentity id MBR-001746, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105475