Record, CLM, bronze and silver
CLM-431531
Received 2026-07-24T08:47:39Z, line 85,844 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 | SHIRLEY | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | PEREZ | Perez | Changed |
| Date of birth | 19540619 | 1954-06-19 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-31141-31 | UHC-31141-31 | Parsed |
| SSN | null | — | Cleared |
| Phone | 4557545893 | 4557545893 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 7317 Sage Court | 7317 Sage Ct | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32276 | 32276 | Unchanged |
| Group | GRP-4282 | GRP-4282 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- shirley|perez
- Address key
- 7317|sage|32276
- Canonical first
- shirley
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)
- 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-141408 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010222
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Shirley Perez, 1954-06-19, 2 records, Verified
Evidence
Matched against ENR-141408
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallya54b434daa2026-10-22 12:43:54, matching_agentidentity id MBR-010222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141408
- Record linked automatically9dcb12a8fd2026-10-19 19:54:38, matching_agentidentity id MBR-010222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141408
- Record linked automaticallydb6d237d872026-10-19 19:52:09, matching_agentidentity id MBR-010222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141408
- Record linked automatically948eaac0122026-10-19 19:45:42, matching_agentidentity id MBR-010222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141408
- Record linked automatically85c32b26822026-10-19 19:32:31, matching_agentidentity id MBR-010222, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141408