Record, CLM, bronze and silver
CLM-411619
Received 2026-03-13T18:59:07Z, line 3,326 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 | Changed |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 06/06/1998 | 1998-06-06 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-99981-18 | UHC-99981-18 | Unchanged |
| SSN | •••-••-1579 | •••-••-1579 | Unchanged |
| Phone | 16729738163 | 6729738163 | Parsed |
| NULL | — | Cleared | |
| Address | 4233 APACHE BLVD #461 | 4233 Apache Blvd # 461 | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93730 | 93730 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.50
- Name key
- olivia|espinoza
- Address key
- 4233|apache|93730
- Canonical first
- olivia
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-411618 | 1.00 | Scored | — | Auto-linked |
| CLM-411620 | 1.00 | Scored | — | Auto-linked |
| ENR-115296 | 0.99 | Rule | D1 member id + dob exact | 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-411618
| 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 automatically0cfcc767f42026-10-19 19:54:38, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411618, policy version 1
- Record linked automatically7a6592c4552026-10-19 19:52:09, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411618, policy version 1
- Record linked automaticallycad4dca66b2026-10-19 19:45:42, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411618, policy version 1
- Record linked automatically5cda2e54f62026-10-19 19:32:31, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411618, policy version 1
- Record linked automatically518fc678bd2026-10-19 19:31:28, scoring_agentidentity id MBR-008747, confidence 1, method probabilistic, matched record PRV-23448, policy version 1