Record, CLM, bronze and silver
CLM-403711
Received 2026-06-14T22:44:44Z, line 27,140 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 | KEITH·· | Keith | Changed |
| Middle | ·I | I | Changed |
| Last name | VAZQUEZ | Vazquez | Changed |
| Date of birth | 1965-05-23 | 1965-05-23 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | -·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 6164 Grand Avenue | 6164 Grand Ave | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- keith|vazquez
- Address key
- 6164|grand|scottsdale
- Canonical first
- keith
Quality flags
6 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
- ZIP missingStreet address present but no ZIP supplied
- 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-403709 | 1.00 | Scored | — | Auto-linked |
| TPA-51609 | 0.93 | Scored | — | Auto-linked |
| CLM-403710 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012139
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Keith Vazquez, 1965-05-23, 5 records, Verified
Evidence
Matched against CLM-403709
| 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 automaticallyd9dc1095052026-10-19 19:54:38, scoring_agentidentity id MBR-012139, confidence 1, method probabilistic, matched record CLM-403709, policy version 1
- Record linked automatically3eb790c2d32026-10-19 19:52:09, scoring_agentidentity id MBR-012139, confidence 1, method probabilistic, matched record CLM-403709, policy version 1
- Record linked automatically62aa1399972026-10-19 19:45:42, scoring_agentidentity id MBR-012139, confidence 1, method probabilistic, matched record CLM-403709, policy version 1
- Record linked automatically715a464c832026-10-19 19:32:31, scoring_agentidentity id MBR-012139, confidence 1, method probabilistic, matched record CLM-403709, policy version 1
- Record linked automaticallyc44cba6c172026-10-19 19:31:28, scoring_agentidentity id MBR-020737, confidence 1, method probabilistic, matched record TPA-51669, policy version 1