Record, CLM, bronze and silver
CLM-421059
Received 2026-03-31T17:53:30Z, line 33,635 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | DEBORAH | Deborah | Changed |
| Middle | F | F | Unchanged |
| Last name | ·SANDOVAL | Sandoval | Changed |
| Date of birth | 2040-03-12 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | ·· | — | Unchanged |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | 6170 Sage Court | 6170 Sage Ct | Changed |
| City | Seattle | Seattle | Unchanged |
| State | WA | WA | Unchanged |
| ZIP | 98191 | 98191 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- deborah|sandoval
- Address key
- 6170|sage|98191
- Canonical first
- deborah
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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 |
|---|---|---|---|---|
| ENR-127648 | 0.83 | Scored | — | Sent to steward |
| ENR-127649 | 0.83 | Scored | — | Sent to steward |
| ENR-127647 | 0.83 | Scored | — | Sent to steward |
| CLM-421060 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023248
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Sandoval, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0011830.83Open
Audit
1 hash-chained entry for this record
- Record linked automatically4f2f8741602026-10-19 19:31:28, matching_agentidentity id MBR-017045, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59190