Record, CLM, bronze and silver
CLM-423873
Received 2026-09-03T21:21:48Z, line 35,874 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 | JENNIFER | Jennifer | Changed |
| Middle | — | — | Unchanged |
| Last name | VARGAS | Vargas | Changed |
| Date of birth | 19891103 | 1989-11-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 2753 River Rd | 2753 River Rd | Unchanged |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75058 | 75058 | Unchanged |
| Group | GRP-9763 | GRP-9763 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- jennifer|vargas
- Address key
- 2753|river|75058
- Canonical first
- jennifer
Quality flags
3 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)
- 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-423874 | 1.00 | Scored | — | Auto-linked |
| TPA-60501 | 1.00 | Scored | — | Auto-linked |
| ENR-131228 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000379
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jennifer Vargas, 1989-11-03, 4 records, Verified
Evidence
Matched against CLM-423874
| 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 automaticallyb33400d0f12026-10-19 19:54:38, scoring_agentidentity id MBR-000379, confidence 1, method probabilistic, matched record CLM-423874, policy version 1
- Record linked automatically2b86f2bb1c2026-10-19 19:52:08, scoring_agentidentity id MBR-000379, confidence 1, method probabilistic, matched record CLM-423874, policy version 1
- Record linked automatically3ed13b38842026-10-19 19:45:41, scoring_agentidentity id MBR-000379, confidence 1, method probabilistic, matched record CLM-423874, policy version 1
- Record linked automatically1dda1cbb2a2026-10-19 19:32:31, scoring_agentidentity id MBR-000379, confidence 1, method probabilistic, matched record CLM-423874, policy version 1