Record, CLM, bronze and silver
CLM-427198
Received 2026-10-16T01:38:58Z, line 59,645 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 | — | — | Unchanged |
| Last name | Maldonado | Maldonado | Unchanged |
| Date of birth | 1958-04-09 | 1958-04-09 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 828-795-3425 | 8287953425 | Parsed |
| — | — | Unchanged | |
| Address | 7572 Desert Sky Blvd | 7572 Desert Sky Blvd | Unchanged |
| City | MIAMI | Miami | Changed |
| State | Florida | FL | Changed |
| ZIP | N/A | — | Cleared |
| Group | GRP-8100 | GRP-8100 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.66
- Name key
- olivia|maldonado
- Address key
- 7572|desert sky|miami
- Canonical first
- olivia
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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-135655 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026506
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Olivia Maldonado, 1958-04-09, 2 records, Verified
Evidence
Matched against ENR-135655
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automatically436e1696d72026-10-19 19:54:38, scoring_agentidentity id MBR-026506, confidence 0.937, method probabilistic, matched record ENR-135655, policy version 1
- Record linked automatically549bb8b6132026-10-19 19:52:09, scoring_agentidentity id MBR-026506, confidence 0.937, method probabilistic, matched record ENR-135655, policy version 1
- Record linked automaticallyba30bdbd302026-10-19 19:45:42, scoring_agentidentity id MBR-026506, confidence 0.937, method probabilistic, matched record ENR-135655, policy version 1
- Record linked automatically5e92dbc9a82026-10-19 19:32:31, scoring_agentidentity id MBR-026506, confidence 0.937, method probabilistic, matched record ENR-135655, policy version 1