Record, CLM, bronze and silver
CLM-418422
Received 2026-06-29T15:27:58Z, line 2,337 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 | JOSEPH·· | Joseph | Changed |
| Middle | — | — | Unchanged |
| Last name | VARGAS | Vargas | Changed |
| Date of birth | 1967-03-08 | 1967-03-08 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-9385 | •••-••-9385 | Unchanged |
| Phone | 7969068393 | 7969068393 | Unchanged |
| — | — | Unchanged | |
| Address | 8941 BASELINE ROAD | 8941 Baseline Rd | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85247·· | 85247 | Changed |
| Group | GRP-0797 | GRP-0797 | Unchanged |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.74
- Name key
- joseph|vargas
- Address key
- 8941|baseline|85247
- Canonical first
- joseph
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- Plan code upper-casedPlan code upper-cased
- 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-418421 | 1.00 | Scored | — | Auto-linked |
| ENR-124245 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-418420 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-25459 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-036682
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joseph Vargas, 1967-03-08, 5 records, Verified
Evidence
Matched against CLM-418421
| 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 automatically09802170bf2026-10-19 19:54:39, scoring_agentidentity id MBR-036682, confidence 1, method probabilistic, matched record CLM-418421, policy version 1
- Record linked automatically9c1431109e2026-10-19 19:52:09, scoring_agentidentity id MBR-036682, confidence 1, method probabilistic, matched record CLM-418421, policy version 1
- Record linked automatically5c2244b8732026-10-19 19:45:42, scoring_agentidentity id MBR-036682, confidence 1, method probabilistic, matched record CLM-418421, policy version 1
- Record linked automaticallydd8ac954512026-10-19 19:32:31, scoring_agentidentity id MBR-036682, confidence 1, method probabilistic, matched record CLM-418421, policy version 1
- Record linked automatically44ea86b9162026-10-19 19:31:28, scoring_agentidentity id MBR-018663, confidence 1, method probabilistic, matched record CLM-418421, policy version 1