Record, CLM, bronze and silver
CLM-411618
Received 2026-03-31T05:35:05Z, line 73,252 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | ESPINOZA·· | Espinoza | Changed |
| Date of birth | 06/06/98 | 1998-06-06 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| N/A·· | — | Cleared | |
| Address | 4233 Apache Blvd | 4233 Apache Blvd | Unchanged |
| City | Fresno | Fresno | Unchanged |
| 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
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-411620 | 1.00 | Scored | — | Auto-linked |
| CLM-411619 | 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 automaticallyc0e374f0542026-10-19 19:54:38, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411619, policy version 1
- Record linked automaticallydeb199f68c2026-10-19 19:52:09, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411619, policy version 1
- Record linked automatically75e23dfd042026-10-19 19:45:42, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411619, policy version 1
- Record linked automatically8d771b73c72026-10-19 19:32:31, scoring_agentidentity id MBR-012349, confidence 1, method probabilistic, matched record CLM-411619, policy version 1
- Record linked automatically0ce0d36aad2026-10-19 19:31:28, scoring_agentidentity id MBR-008747, confidence 1, method probabilistic, matched record PRV-23448, policy version 1