Record, CLM, bronze and silver
CLM-409588
Received 2026-07-18T17:54:26Z, line 91,979 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 | DONALD | Donald | Changed |
| Middle | — | — | Unchanged |
| Last name | VAQUEZ | Vaquez | Changed |
| Date of birth | May 26, 1960 | 1960-05-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | ·· | — | Unchanged |
| NULL | — | Cleared | |
| Address | 1869 Mesa Dr | 1869 Mesa Dr | Unchanged |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | Arizona | AZ | Changed |
| ZIP | NULL | — | Cleared |
| Group | null | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.48
- Name key
- donald|vaquez
- Address key
- 1869|mesa|scottsdale
- Canonical first
- donald
Quality flags
8 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)
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-112630 | 0.92 | Scored | — | Auto-linked |
| TPA-54169 | 0.92 | Scored | — | Auto-linked |
| TPA-54168 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017076
- Method
- Scored
- Confidence
- 0.92
- Rule
- weighted score, no rule
Golden record: Donald Vazquez, 1960-05-26, 4 records, Verified
Evidence
Matched against TPA-54169
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
4 hash-chained entries for this record
- Record linked automaticallya57014bc9c2026-10-19 19:54:38, scoring_agentidentity id MBR-017076, confidence 0.916, method probabilistic, matched record TPA-54169, policy version 1
- Record linked automaticallyee75f613792026-10-19 19:52:09, scoring_agentidentity id MBR-017076, confidence 0.916, method probabilistic, matched record TPA-54169, policy version 1
- Record linked automaticallya0effe24c62026-10-19 19:45:42, scoring_agentidentity id MBR-017076, confidence 0.916, method probabilistic, matched record TPA-54169, policy version 1
- Record linked automatically2e5d46896f2026-10-19 19:32:31, scoring_agentidentity id MBR-017076, confidence 0.916, method probabilistic, matched record TPA-54169, policy version 1