Record, CLM, bronze and silver
CLM-414755
Received 2026-07-10T21:08:32Z, line 7,052 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 | sandra | Sandra | Changed |
| Middle | S | S | Unchanged |
| Last name | simmons·· | Simmons | Changed |
| Date of birth | 1967-02-27 | 1967-02-27 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-3796 | •••-••-3796 | Unchanged |
| Phone | 508.229.1918 | 5082291918 | Parsed |
| - | — | Cleared | |
| Address | 469 ELM ST | 469 Elm St | Changed |
| City | Seattle | Seattle | Unchanged |
| State | WA | WA | Unchanged |
| ZIP | 98181 | 98181 | Unchanged |
| Group | GRP-6629 | GRP-6629 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- sandra|simmons
- Address key
- 469|elm|98181
- Canonical first
- sandra
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| ENR-119411 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-414756 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-414757 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029877
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sandra Simmons, 1967-02-27, 4 records, Verified
Evidence
Matched against ENR-119411
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya8b65b75db2026-10-19 19:54:38, matching_agentidentity id MBR-029877, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119411
- Record linked automaticallye30a8cd3e72026-10-19 19:52:09, matching_agentidentity id MBR-029877, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119411
- Record linked automaticallyf9da59cd5b2026-10-19 19:45:42, matching_agentidentity id MBR-029877, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119411
- Record linked automaticallyc28e558f222026-10-19 19:32:31, matching_agentidentity id MBR-029877, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119411
- Record linked automatically2cc0920a922026-10-19 19:31:28, matching_agentidentity id MBR-006775, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414753