Record, CLM, bronze and silver
CLM-411620
Received 2026-08-19T03:46:06Z, line 50,298 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Olivia | Olivia | Unchanged |
| Middle | G | G | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 1998-06-06 | 1998-06-06 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 4233 Apache Boulevard | 4233 Apache Blvd | Changed |
| City | ·Fresno | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93730 | 93730 | Unchanged |
| Group | GRP-5852 | GRP-5852 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- olivia|espinoza
- Address key
- 4233|apache|93730
- Canonical first
- olivia
Quality flags
4 raised during normalisation
- 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 |
|---|---|---|---|---|
| CLM-411619 | 1.00 | Scored | — | Auto-linked |
| CLM-411618 | 1.00 | Scored | — | Auto-linked |
| ENR-115296 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012349
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Olivia Espinoza, 1998-06-06, 4 records, Verified
Evidence
Matched against CLM-411619
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically9ba65974dd2026-10-19 19:54:38, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411619, policy version 1
- Record linked automatically535a90e6c62026-10-19 19:52:09, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411619, policy version 1
- Record linked automatically4363ff4b512026-10-19 19:45:42, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411619, policy version 1
- Record linked automaticallybb5f9d3d962026-10-19 19:32:31, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411619, policy version 1
- Record linked automaticallyb94c7677432026-10-19 19:31:28, scoring_agentidentity id MBR-002197, confidence 1, method probabilistic, matched record CLM-411622, policy version 1