Record, CLM, bronze and silver
CLM-411277
Received 2026-07-30T21:20:46Z , line 41,012 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 | Frank | Frank | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Lawrence | Lawrence | Changed |
| Date of birth | 09-09-1979 | 1979-09-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | •••-••-3751 | •••-••-3751 | Unchanged |
| Phone | ·· | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.94
- Name key
- frank|lawrence
- Address key
- —
- Canonical first
- frank
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| PRV-23257 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-114837 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-114836 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-411278 | 0.83 | Scored | — | Sent to steward |
| CLM-411276 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011254
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Frank Lawrence, 1979-09-09, 6 records, Verified
Evidence
Matched against ENR-114837
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically69a1dfff362026-10-19 19:54:38, matching_agentidentity id MBR-011254, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-114837
- Record linked automatically1a301a0bc92026-10-19 19:52:09, matching_agentidentity id MBR-011254, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-114837
- Record linked automaticallya557e8e95d2026-10-19 19:45:42, matching_agentidentity id MBR-011254, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-114837
- Record linked automaticallyd2052aecc82026-10-19 19:32:31, matching_agentidentity id MBR-011254, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-114837
- Record linked automaticallyb62181b24d2026-10-19 19:31:28, matching_agentidentity id MBR-034157, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114926