Record, CLM, bronze and silver
CLM-427471
Received 2026-08-21T19:49:52Z, line 73,805 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 | Kevin | Kevin | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cunningham | Cunningham | Unchanged |
| Date of birth | Apr 13, 1985 | 1985-04-13 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-16391-20 | UHC-16391-20 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ·(935) 717-6249 | 9357176249 | Parsed |
| kevin.cunningham@yahoo.com | kevin.cunningham@yahoo.com | Unchanged | |
| Address | 7364 Highland Avenue | 7364 Highland Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | ·CA | CA | Changed |
| ZIP | 93768 | 93768 | Unchanged |
| Group | GRP-9101 | GRP-9101 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- kevin|cunningham
- Address key
- 7364|highland|93768
- Canonical first
- kevin
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)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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 |
|---|---|---|---|---|
| CLM-427472 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427470 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136008 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-037379
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kevin Cunningham, 1985-04-13, 4 records, Verified
Evidence
Matched against CLM-427470
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallya82bd123eb2026-10-22 12:43:55, matching_agentidentity id MBR-037379, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427470
- Record linked automaticallyb7fbf392a52026-10-19 19:54:39, matching_agentidentity id MBR-037379, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427470
- Record linked automaticallya265768c092026-10-19 19:52:09, matching_agentidentity id MBR-037379, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427470
- Record linked automatically520701c6e92026-10-19 19:45:42, matching_agentidentity id MBR-037379, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427470
- Record linked automatically9ac81a04dd2026-10-19 19:32:31, matching_agentidentity id MBR-037379, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427470
- Record linked automatically19ad584b0a2026-10-19 19:31:28, matching_agentidentity id MBR-003896, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136380