Record, CLM, bronze and silver
CLM-410919
Received 2026-04-07T03:03:05Z, line 80,470 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ashleey | Ashleey | Changed |
| Middle | F | F | Unchanged |
| Last name | espinoza | Espinoza | Changed |
| Date of birth | 1996-03-07 | 1996-03-07 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 597-888-5504 | 5978885504 | Parsed |
| — | — | Unchanged | |
| Address | 4517 Ocean Avenue | 4517 Ocean Ave | Changed |
| City | GLENDALE | Glendale | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85308-6728 | 85308 | Changed |
| Group | GRP-4178 | GRP-4178 | Unchanged |
| Plan | NAVIGATE-HMO·· | NAVIGATE-HMO | Changed |
- Quality score
- 0.60
- Name key
- ashleey|espinoza
- Address key
- 4517|ocean|85308
- Canonical first
- ashleey
Quality flags
8 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
- 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
- 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 | 0.84 | Scored | — | Sent to steward |
| CLM-410918 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024407
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ashleey Espinoza, 1996-03-07, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0022080.84Open
Audit
1 hash-chained entry for this record
- Record linked automaticallyf0fc9047f62026-10-19 19:31:28, scoring_agentidentity id MBR-005397, confidence 1, method probabilistic, matched record ENR-114469, policy version 1