Record, CLM, bronze and silver
CLM-404374
Received 2026-02-18T13:08:19Z, line 5,844 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 | ·Betty | Betty | Changed |
| Middle | — | — | Unchanged |
| Last name | Soto | Soto | Unchanged |
| Date of birth | 12/6/1974 | 1974-12-06 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | uhc-59887-21 | UHC-59887-21 | Parsed |
| SSN | •••-••-4151 | •••-••-4151 | Parsed |
| Phone | null | — | Cleared |
| betty.soto@proton.me | betty.soto@proton.me | Unchanged | |
| Address | 8097 BAYSHORE DR | 8097 Bayshore Dr | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33158 | 33158 | Unchanged |
| Group | GRP-2412 | GRP-2412 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.62
- Name key
- betty|soto
- Address key
- 8097|bayshore|33158
- Canonical first
- betty
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- 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-105782 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014043
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Betty Soto, 1974-12-06, 2 records, Verified
Evidence
Matched against ENR-105782
| 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 | |
| Address | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automatically336eb237962026-10-22 12:43:54, matching_agentidentity id MBR-014043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105782
- Record linked automatically9c45a38aff2026-10-19 19:54:38, matching_agentidentity id MBR-014043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105782
- Record linked automatically13a0f17c492026-10-19 19:52:09, matching_agentidentity id MBR-014043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105782
- Record linked automaticallycd723243022026-10-19 19:45:42, matching_agentidentity id MBR-014043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105782
- Record linked automaticallyb8b228f5632026-10-19 19:32:31, matching_agentidentity id MBR-014043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105782
- Record linked automaticallyba56cd48962026-10-19 19:31:28, matching_agentidentity id MBR-036702, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-105692