Record, CLM, bronze and silver
CLM-429814
Received 2026-08-08T19:00:34Z, line 35,306 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 | JOSEPH | Joseph | Changed |
| Middle | M | M | Unchanged |
| Last name | BELL | Bell | Changed |
| Date of birth | 19580812 | 1958-08-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-7722 | •••-••-7722 | Unchanged |
| Phone | - | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 2496 Lake View Road | 2496 Lake View Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33671 | 33671 | Unchanged |
| Group | GRP-4399 | GRP-4399 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.78
- Name key
- joseph|bell
- Address key
- 2496|lake view|33671
- Canonical first
- joseph
Quality flags
5 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
- 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-139095 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039367
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Joseph Bell, 1958-08-12, 2 records, Verified
Evidence
Matched against ENR-139095
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3e8b4310042026-10-22 12:43:55, matching_agentidentity id MBR-039367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-139095
- Record linked automaticallyfa1dd37f1c2026-10-19 19:54:39, matching_agentidentity id MBR-039367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-139095
- Record linked automaticallycaf61722ea2026-10-19 19:52:09, matching_agentidentity id MBR-039367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-139095
- Record linked automaticallye6afb823962026-10-19 19:45:42, matching_agentidentity id MBR-039367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-139095
- Record linked automatically4eb934cc692026-10-19 19:32:31, matching_agentidentity id MBR-039367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-139095
- Record linked automatically54444889152026-10-19 19:31:28, matching_agentidentity id MBR-027237, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429813