Record, CLM, bronze and silver
CLM-405926
Received 2026-07-25T17:41:53Z, line 84,144 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 | VAALENTINA | Vaalentina | Changed |
| Middle | — | — | Unchanged |
| Last name | ·KNIGHT | Knight | Changed |
| Date of birth | 03/19/72 | 1972-03-19 | Parsed |
| Gender | -·· | — | Cleared |
| Member ID | UHC3372128 | UHC-33721-28 | Parsed |
| SSN | •••-••-9814 | •••-••-9814 | Unchanged |
| Phone | 19385331839 | 9385331839 | Parsed |
| N/A | — | Cleared | |
| Address | 8232 ELM ST | 8232 Elm St | Changed |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33166 | 33166 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.58
- Name key
- vaalentina|knight
- Address key
- 8232|elm|33166
- Canonical first
- vaalentina
Quality flags
9 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-107797 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039607
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Valentina Knight, 1972-03-19, 2 records, Verified
Evidence
Matched against ENR-107797
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automaticallyd3298b5d102026-10-22 12:43:55, matching_agentidentity id MBR-039607, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107797
- Record linked automaticallyafcef21dff2026-10-19 19:54:39, matching_agentidentity id MBR-039607, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107797
- Record linked automatically27b4c0cf842026-10-19 19:52:09, matching_agentidentity id MBR-039607, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107797
- Record linked automatically94e97ff3742026-10-19 19:45:42, matching_agentidentity id MBR-039607, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107797
- Record linked automatically2e105835802026-10-19 19:32:31, matching_agentidentity id MBR-039607, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107797
- Record linked automatically971237a2c92026-10-19 19:31:28, matching_agentidentity id MBR-003910, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-405927