Record, CLM, bronze and silver
CLM-431320
Received 2026-07-10T14:26:22Z, line 64,473 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 | Joe | Joe | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Thomas | Thomas | Unchanged |
| Date of birth | 3/1/2007 | 2007-03-01 | Parsed |
| Gender | Female·· | F | Parsed |
| Member ID | UHC-54570-05 | UHC-54570-05 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 7639533045 | 7639533045 | Unchanged |
| — | — | Unchanged | |
| Address | 8252 Main Street | 8252 Main St | Changed |
| City | PLANO | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75033-5382 | 75033 | Changed |
| Group | GRP-7276 | GRP-7276 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- joseph|thomas
- Address key
- 8252|main|75033
- Canonical first
- joseph
Quality flags
7 raised during normalisation
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-141118 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431319 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431321 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026554
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joe Thomas, 2007-03-01, 4 records, Verified
Evidence
Matched against CLM-431319
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallya93a46c6db2026-10-22 12:43:54, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431319
- Record linked automatically9630091f0d2026-10-19 19:54:38, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431319
- Record linked automaticallyf8f2032a2a2026-10-19 19:52:09, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431319
- Record linked automatically3f4a3e483a2026-10-19 19:45:42, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431319
- Record linked automaticallydb52d6a55f2026-10-19 19:32:31, matching_agentidentity id MBR-026554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431319