Record, CLM, bronze and silver
CLM-413490
Received 2026-07-27T10:31:14Z, line 18,069 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | cynthia·· | Cynthia | Changed |
| Middle | — | — | Unchanged |
| Last name | sandoval | Sandoval | Changed |
| Date of birth | 04/06/02 | 2002-04-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-40936-82 | UHC-40936-82 | Unchanged |
| SSN | •••-••-4776 | •••-••-4776 | Unchanged |
| Phone | 852-271-7482 | 8522717482 | Parsed |
| null | — | Cleared | |
| Address | 9753 LAKE VIEW ROAD | 9753 Lake View Rd | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78787 | 78787 | Unchanged |
| Group | GRP-0371·· | GRP-0371 | Changed |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- cynthia|sandoval
- Address key
- 9753|lake view|78787
- Canonical first
- cynthia
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| CLM-413487 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-413488 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-413489 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-55932 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-55933 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003561
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Cynthia Sandoval, 2002-04-06, 6 records, Verified
Evidence
Matched against CLM-413489
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically7c831eb7602026-10-19 19:54:38, matching_agentidentity id MBR-003561, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413489
- Record linked automatically1d59b7eaef2026-10-19 19:52:08, matching_agentidentity id MBR-003561, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413489
- Record linked automaticallyf9714b67ac2026-10-19 19:45:42, matching_agentidentity id MBR-003561, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413489
- Record linked automatically96b44635c32026-10-19 19:32:31, matching_agentidentity id MBR-003561, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413489
- Record linked automatically5435e46ec12026-10-19 19:31:28, matching_agentidentity id MBR-011363, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117770