Record, CLM, bronze and silver
CLM-409448
Received 2026-03-12T14:44:06Z , line 56,247 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 | SARA | Sara | Changed |
| Middle | B | B | Unchanged |
| Last name | RAMOS | Ramos | Changed |
| Date of birth | 1998-09-02·· | 1998-09-02 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | -·· | — | Cleared |
| SSN | •••-••-9265 | •••-••-9265 | Parsed |
| Phone | NULL·· | — | Cleared |
| — | — | Unchanged | |
| Address | 4731 Sage Ct | 4731 Sage Ct | Unchanged |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92168 | 92168 | Unchanged |
| Group | GRP-0620 | GRP-0620 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.94
- Name key
- sara|ramos
- Address key
- 4731|sage|92168
- Canonical first
- sara
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-409447 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-112429 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019214
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sara Ramos, 1998-09-02, 3 records, Verified
Evidence
Matched against CLM-409447
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically13e2d330782026-10-19 19:54:38, matching_agentidentity id MBR-019214, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-409447
- Record linked automaticallyc3b293a6c22026-10-19 19:52:09, matching_agentidentity id MBR-019214, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-409447
- Record linked automatically0914bd7caf2026-10-19 19:45:42, matching_agentidentity id MBR-019214, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-409447
- Record linked automatically4307898e742026-10-19 19:32:31, matching_agentidentity id MBR-019214, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-409447
- Record linked automatically0d078559ba2026-10-19 19:31:28, matching_agentidentity id MBR-006970, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112451