Record, CLM, bronze and silver
CLM-410918
Received 2026-03-15T18:44:17Z, line 57,485 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 | ashley | Ashley | Changed |
| Middle | — | — | Unchanged |
| Last name | espinoza | Espinoza | Changed |
| Date of birth | 1995-03-07 | 1995-03-07 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | uhc-29663-82 | UHC-29663-82 | Parsed |
| SSN | null | — | Cleared |
| Phone | ·15978885504 | 5978885504 | Parsed |
| — | — | Unchanged | |
| Address | 4517 Ocean Ave | 4517 Ocean Ave | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85308-2585 | 85308 | Changed |
| Group | GRP-4178 | GRP-4178 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- ashley|espinoza
- Address key
- 4517|ocean|85308
- Canonical first
- ashley
Quality flags
7 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-114312 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410919 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009225
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ashley Espinoza, 1995-03-07, 2 records, Verified
Evidence
Matched against ENR-114312
| 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
5 hash-chained entries for this record
- Record linked automatically584c9340fa2026-10-19 19:54:38, matching_agentidentity id MBR-009225, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114312
- Record linked automaticallycfcaed9f922026-10-19 19:52:09, matching_agentidentity id MBR-009225, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114312
- Record linked automatically467268a5bc2026-10-19 19:45:42, matching_agentidentity id MBR-009225, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114312
- Record linked automatically53fbdbcfc02026-10-19 19:32:31, matching_agentidentity id MBR-009225, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114312
- Record linked automatically1f8ef176f82026-10-19 19:31:28, matching_agentidentity id MBR-034449, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410917