Record, CLM, bronze and silver
CLM-402572
Received 2026-06-19T17:39:50Z, line 59,274 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | soto | Soto | Changed |
| Date of birth | 1948-08-02 | 1948-08-02 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC3461697 | UHC-34616-97 | Parsed |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| kayla.soto94@gmail.com | kayla.soto94@gmail.com | Unchanged | |
| Address | 5011 Harbor Boulevard Apt 25 | 5011 Harbor Blvd Apt 25 | Changed |
| City | FRESNO·· | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93700 | 93700 | Unchanged |
| Group | GRP-1526 | GRP-1526 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- kayla|soto
- Address key
- 5011|harbor|93700
- Canonical first
- kayla
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-103301 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020565
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kayla Soto, 1948-08-02, 2 records, Verified
Evidence
Matched against ENR-103301
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically9a0e7ea6a92026-10-22 12:43:54, matching_agentidentity id MBR-020565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103301
- Record linked automaticallyb5b8517fff2026-10-19 19:54:38, matching_agentidentity id MBR-020565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103301
- Record linked automatically6482f478512026-10-19 19:52:09, matching_agentidentity id MBR-020565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103301
- Record linked automatically7109c729b42026-10-19 19:45:42, matching_agentidentity id MBR-020565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103301
- Record linked automaticallyb9997bc93c2026-10-19 19:32:31, matching_agentidentity id MBR-020565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103301
- Record linked automatically372096fec32026-10-19 19:31:28, matching_agentidentity id MBR-002595, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402573