Record, CLM, bronze and silver
CLM-409707
Received 2026-01-28T15:37:43Z, line 80,282 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 | ·Smith, Joshua | Joshua | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Smith | Changed |
| Date of birth | 04/04/1948 | 1948-04-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-43885-01 | UHC-43885-01 | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 7868 BAYSHORE DR | 7868 Bayshore Dr | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | ·FL | FL | Changed |
| ZIP | 32266 | 32266 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- joshua|smith
- Address key
- 7868|bayshore|32266
- Canonical first
- joshua
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- City re-casedCity re-cased to Title Case
- 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-112762 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008423
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joshua Smith, 1948-04-04, 2 records, Verified
Evidence
Matched against ENR-112762
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2420773a062026-10-22 12:43:54, matching_agentidentity id MBR-008423, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112762
- Record linked automatically073bab26a02026-10-19 19:54:38, matching_agentidentity id MBR-008423, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112762
- Record linked automatically81a169dd6f2026-10-19 19:52:09, matching_agentidentity id MBR-008423, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112762
- Record linked automatically628cd2cc182026-10-19 19:45:42, matching_agentidentity id MBR-008423, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112762
- Record linked automaticallya079798a302026-10-19 19:32:31, matching_agentidentity id MBR-008423, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112762
- Record linked automatically757bb963332026-10-19 19:31:28, matching_agentidentity id MBR-036783, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112812