Record, CLM, bronze and silver
CLM-411258
Received 2026-01-02T23:17:24Z, line 50,397 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 | jessica | Jessica | Changed |
| Middle | — | — | Unchanged |
| Last name | vargas·· | Vargas | Changed |
| Date of birth | 19711127 | 1971-11-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 437-482-6481 | 4374826481 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 4014 Sunset Boulevard | 4014 Sunset Blvd | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85329 | 85329 | Unchanged |
| Group | GRP-3565 | GRP-3565 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- jessica|vargas
- Address key
- 4014|sunset|85329
- Canonical first
- jessica
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| TPA-54942 | 1.00 | Scored | — | Auto-linked |
| CLM-411257 | 1.00 | Scored | — | Auto-linked |
| CLM-411259 | 1.00 | Scored | — | Auto-linked |
| CLM-411256 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000636
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jessica Vargas, 1971-11-27, 5 records, Verified
Evidence
Matched against TPA-54942
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically2877e657802026-10-19 19:54:38, scoring_agentidentity id MBR-000636, confidence 1, method probabilistic, matched record TPA-54942, policy version 1
- Record linked automaticallyb68069830c2026-10-19 19:52:08, scoring_agentidentity id MBR-000636, confidence 1, method probabilistic, matched record TPA-54942, policy version 1
- Record linked automaticallyb0b5f7ce132026-10-19 19:45:41, scoring_agentidentity id MBR-000636, confidence 1, method probabilistic, matched record TPA-54942, policy version 1
- Record linked automatically1376f51ec42026-10-19 19:32:31, scoring_agentidentity id MBR-000636, confidence 1, method probabilistic, matched record TPA-54942, policy version 1