Record, CLM, bronze and silver
CLM-423874
Received 2026-01-02T05:51:27Z, line 9,707 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 | 1989-11-03 | 1989-11-03 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-9425 | •••-••-9425 | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 2753 RIVER RD | 2753 River Rd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·75058 | 75058 | Changed |
| Group | GRP-9763 | GRP-9763 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- jennifer|vargas
- Address key
- 2753|river|75058
- Canonical first
- jennifer
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-60501 | 1.00 | Scored | — | Auto-linked |
| CLM-423873 | 1.00 | Scored | — | Auto-linked |
| ENR-131228 | 0.97 | Rule | D2 ssn4 + dob + last name | 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 TPA-60501
| 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 automatically8401d785182026-10-19 19:54:38, scoring_agentidentity id MBR-000379, confidence 1, method probabilistic, matched record TPA-60501, policy version 1
- Record linked automatically7ffdb4e6f02026-10-19 19:52:08, scoring_agentidentity id MBR-000379, confidence 1, method probabilistic, matched record TPA-60501, policy version 1
- Record linked automaticallyf4b7a066ed2026-10-19 19:45:41, scoring_agentidentity id MBR-000379, confidence 1, method probabilistic, matched record TPA-60501, policy version 1
- Record linked automatically6c18b358832026-10-19 19:32:31, scoring_agentidentity id MBR-000379, confidence 1, method probabilistic, matched record TPA-60501, policy version 1
- Record linked automatically4356b4c0b42026-10-19 19:31:28, scoring_agentidentity id MBR-008197, confidence 1, method probabilistic, matched record ENR-131412, policy version 1