Record, CLM, bronze and silver
CLM-402305
Received 2026-06-07T05:24:15Z, line 96,901 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 | FRANK | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | LEWIS | Lewis | Changed |
| Date of birth | 08/06/56 | 1956-08-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-19885-12 | UHC-19885-12 | Unchanged |
| SSN | - | — | Cleared |
| Phone | (496) 625-9234 | 4966259234 | Parsed |
| — | — | Unchanged | |
| Address | 5170 Harbor Boulevard | 5170 Harbor Blvd | Changed |
| City | GLENDALE | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85341 | 85341 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- frank|lewis
- Address key
- 5170|harbor|85341
- Canonical first
- frank
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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 |
|---|---|---|---|---|
| PRV-20684 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102958 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033958
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frank Lewis, 1956-08-06, 3 records, Verified
Evidence
Matched against PRV-20684
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically58d3f10f312026-10-19 19:54:39, matching_agentidentity id MBR-033958, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20684
- Record linked automaticallyaca8e2fe0b2026-10-19 19:52:09, matching_agentidentity id MBR-033958, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20684
- Record linked automatically406d9388882026-10-19 19:45:42, matching_agentidentity id MBR-033958, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20684
- Record linked automaticallyf65a4f21222026-10-19 19:32:31, matching_agentidentity id MBR-033958, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20684
- Record linked automatically6dce7a01932026-10-19 19:31:28, scoring_agentidentity id MBR-002632, confidence 1, method probabilistic, matched record ENR-103035, policy version 1