Record, CLM, bronze and silver
CLM-408573
Received 2026-05-04T16:50:17Z, line 8,628 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 | Isabella | Isabella | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Vargas·· | Vargas | Changed |
| Date of birth | 1979-09-10 | 1979-09-10 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | - | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | ·(223) 922-1480 | 2239221480 | Parsed |
| N/A | — | Cleared | |
| Address | 8194 SUNSET BOULEVARD·· | 8194 Sunset Blvd | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33120 | 33120 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- isabella|vargas
- Address key
- 8194|sunset|33120
- Canonical first
- isabella
Quality flags
5 raised during normalisation
- 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
- 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-408575 | 1.00 | Scored | — | Auto-linked |
| ENR-111311 | 0.99 | Scored | — | Auto-linked |
| CLM-408574 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022820
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Vargas, 1979-09-10, 4 records, Verified
Evidence
Matched against CLM-408575
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically4c192d70952026-10-19 19:54:38, scoring_agentidentity id MBR-022820, confidence 1, method probabilistic, matched record CLM-408575, policy version 1
- Record linked automatically9367b8cac72026-10-19 19:52:09, scoring_agentidentity id MBR-022820, confidence 1, method probabilistic, matched record CLM-408575, policy version 1
- Record linked automaticallyfdec4668432026-10-19 19:45:42, scoring_agentidentity id MBR-022820, confidence 1, method probabilistic, matched record CLM-408575, policy version 1
- Record linked automatically301f3b15682026-10-19 19:32:31, scoring_agentidentity id MBR-022820, confidence 1, method probabilistic, matched record CLM-408575, policy version 1
- Record linked automatically32db7f7c9c2026-10-19 19:31:28, matching_agentidentity id MBR-024898, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111295