Record, CLM , bronze and silver
CLM-405327
Received 2026-01-18T20:46:36Z, line 76,161 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | RYAN | Ryan | Changed |
| Middle | — | — | Unchanged |
| Last name | ESPINOZA | Espinoza | Changed |
| Date of birth | 1953-10-13 | 1953-10-13 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC9148048 | UHC-91480-48 | Parsed |
| SSN | null | — | Cleared |
| Phone | ·19252795110 | 9252795110 | Parsed |
| ·· | — | Unchanged | |
| Address | 6100 DESERT SKY BOULEVARD | 6100 Desert Sky Blvd | Changed |
| City | AUSTIN | Austin | Changed |
| State | Texas·· | TX | Changed |
| ZIP | 78740 | 78740 | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.58
- Name key
- ryan|espinoza
- Address key
- 6100|desert sky|78740
- Canonical first
- ryan
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-405326 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-106975 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405325 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005608
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ryan Espinoza, 1953-10-13, 4 records, Verified
Evidence
Matched against CLM-405326
| 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 | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically15d0974ca62026-10-22 12:43:53, matching_agentidentity id MBR-005608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405326
- Record linked automaticallyc411a100a82026-10-19 19:54:38, matching_agentidentity id MBR-005608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405326
- Record linked automatically52382ca3862026-10-19 19:52:08, matching_agentidentity id MBR-005608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405326
- Record linked automaticallydfa77340bf2026-10-19 19:45:42, matching_agentidentity id MBR-005608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405326
- Record linked automatically37d5c08dbb2026-10-19 19:32:31, matching_agentidentity id MBR-005608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405326
- Record linked automatically1defdd6f062026-10-19 19:31:28, scoring_agentidentity id MBR-041705, confidence 0.925, method probabilistic, matched record ENR-106983, policy version 1