Record, CLM, bronze and silver
CLM-411703
Received 2026-09-06T21:01:39Z, line 51,145 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 | Kayla | Kayla | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Vargas | Vargas | Unchanged |
| Date of birth | Aug 9, 1987 | 1987-08-09 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | ·UHC-09167-84 | UHC-09167-84 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | (677) 631-6839 | 6776316839 | Parsed |
| — | — | Unchanged | |
| Address | 9824 Elm Street | 9824 Elm St | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-4647 | GRP-4647 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- kayla|vargas
- Address key
- 9824|elm|scottsdale
- Canonical first
- kayla
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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-115417 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-23374 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011968
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kayla Vargas, 1987-08-09, 3 records, Verified
Evidence
Matched against ENR-115417
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically34aa234bd92026-10-19 19:54:38, matching_agentidentity id MBR-011968, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115417
- Record linked automaticallyd3f02706652026-10-19 19:52:09, matching_agentidentity id MBR-011968, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115417
- Record linked automatically1179b98d2d2026-10-19 19:45:42, matching_agentidentity id MBR-011968, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115417
- Record linked automatically7eaf2d22c32026-10-19 19:32:31, matching_agentidentity id MBR-011968, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115417
- Record linked automaticallyd6d5116c2b2026-10-19 19:31:28, matching_agentidentity id MBR-008789, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115528