Record, CLM, bronze and silver
CLM-417031
Received 2026-10-02T13:39:34Z , line 31,426 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 | KNIGHT | Knight | Changed |
| Date of birth | 12/16/1986 | 1986-12-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-31257-06 | UHC-31257-06 | Unchanged |
| SSN | •••-••-2864 | •••-••-2864 | Unchanged |
| Phone | 964-511-9229 | 9645119229 | Parsed |
| — | — | Unchanged | |
| Address | 4119 MESA DR | 4119 Mesa Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85201 | 85201 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- frank|knight
- Address key
- 4119|mesa|85201
- Canonical first
- frank
Quality flags
6 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)
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-122406 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25048 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028742
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frank Knight, 1986-12-16, 2 records, Verified
Evidence
Matched against ENR-122406
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7a1096d7de2026-10-22 12:43:54, matching_agentidentity id MBR-028742, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122406
- Record linked automaticallydd5c4c95762026-10-19 19:54:38, matching_agentidentity id MBR-028742, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122406
- Record linked automatically3b8d0b766c2026-10-19 19:52:09, matching_agentidentity id MBR-028742, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122406
- Record linked automaticallyf9451de9b22026-10-19 19:45:42, matching_agentidentity id MBR-028742, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122406
- Record linked automaticallyd9ab3be4782026-10-19 19:32:31, matching_agentidentity id MBR-028742, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122406
- Record linked automatically46e30c794e2026-10-19 19:31:28, matching_agentidentity id MBR-003993, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122264