Record, CLM, bronze and silver
CLM-422335
Received 2026-03-12T14:00:51Z, line 35,318 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 | LRRY·· | Lrry | Changed |
| Middle | — | — | Unchanged |
| Last name | MARSHALL | Marshall | Changed |
| Date of birth | 7/4/1971 | 1971-07-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | uhc-53367-57 | UHC-53367-57 | Parsed |
| SSN | •••-••-5866 | •••-••-5866 | Parsed |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | ·1466 Grand Avenue | 1466 Grand Ave | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55410 | 55410 | Unchanged |
| Group | - | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.74
- Name key
- lrry|marshall
- Address key
- 1466|grand|55410
- Canonical first
- lrry
Quality flags
7 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| CLM-422336 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-129289 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26598 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422337 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002345
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Marshall, 1971-07-04, 6 records, Verified
Evidence
Matched against PRV-26598
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallybb429e1b582026-10-19 19:54:38, matching_agentidentity id MBR-002345, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-26598
- Record linked automatically383b77052f2026-10-19 19:52:08, matching_agentidentity id MBR-002345, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-26598
- Record linked automaticallydfefcf67842026-10-19 19:45:41, matching_agentidentity id MBR-002345, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-26598
- Record linked automatically961377c28c2026-10-19 19:32:31, matching_agentidentity id MBR-002345, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-26598
- Record linked automatically4e953e17332026-10-19 19:31:28, matching_agentidentity id MBR-028812, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129366