Record, CLM, bronze and silver
CLM-417424
Received 2026-04-21T11:24:25Z, line 99,464 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 | Crawford, James | James | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Crawford | Changed |
| Date of birth | 1/28/1974 | 1974-01-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-30066-13 | UHC-30066-13 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 3463 Washington Street | 3463 Washington St | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33670 | 33670 | Unchanged |
| Group | GRP-4212 | GRP-4212 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- james|crawford
- Address key
- 3463|washington|33670
- Canonical first
- james
Quality flags
5 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-122962 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25168 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417423 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417422 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018336
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: James Crawford, 1974-01-28, 5 records, Verified
Evidence
Matched against CLM-417423
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automaticallyd5a7c4746e2026-10-19 19:54:38, matching_agentidentity id MBR-018336, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417423
- Record linked automaticallya6efe317e52026-10-19 19:52:09, matching_agentidentity id MBR-018336, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417423
- Record linked automaticallyb5cdce5f6d2026-10-19 19:45:42, matching_agentidentity id MBR-018336, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417423
- Record linked automatically87789745132026-10-19 19:32:31, matching_agentidentity id MBR-018336, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417423
- Record linked automaticallya46b1873942026-10-19 19:31:28, matching_agentidentity id MBR-006867, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122832