Record, CLM, bronze and silver
CLM-408963
Received 2026-05-21T13:36:50Z, line 85,460 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 | Gerald | Gerald | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Sanders | Sanders | Unchanged |
| Date of birth | Jul 11, 1971·· | 1971-07-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-8345 | •••-••-8345 | Unchanged |
| Phone | 7664726420 | 7664726420 | Unchanged |
| - | — | Cleared | |
| Address | 4583 PALM DR | 4583 Palm Dr | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-6291 | GRP-6291 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- gerald|sanders
- Address key
- 4583|palm|miami
- Canonical first
- gerald
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-111850 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-408964 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027830
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Gerald Sanders, 1971-07-11, 3 records, Verified
Evidence
Matched against ENR-111850
| 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 | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically57f26f8b8d2026-10-19 19:54:38, matching_agentidentity id MBR-027830, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111850
- Record linked automaticallyf9473886252026-10-19 19:52:09, matching_agentidentity id MBR-027830, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111850
- Record linked automatically017984ed5d2026-10-19 19:45:42, matching_agentidentity id MBR-027830, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111850
- Record linked automatically16f7c6dcb02026-10-19 19:32:31, matching_agentidentity id MBR-027830, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-111850
- Record linked automaticallye46557bad42026-10-19 19:31:28, matching_agentidentity id MBR-024859, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-111815