Record, CLM, bronze and silver
CLM-429747
Received 2026-03-27T12:00:44Z, line 8,738 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 | lauren | Lauren | Changed |
| Middle | M | M | Unchanged |
| Last name | franklin | Franklin | Changed |
| Date of birth | 12/22/1954 | 1954-12-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-0774 | •••-••-0774 | Parsed |
| Phone | ···· | — | Unchanged |
| null | — | Cleared | |
| Address | null | — | Cleared |
| City | null | — | Cleared |
| State | null | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-4369 | GRP-4369 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- lauren|franklin
- Address key
- —
- Canonical first
- lauren
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022382
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Lauren Franklin, 1954-12-22, 3 records, Verified
Evidence
Matched against TPA-63139
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically27ecc919602026-10-19 19:54:38, matching_agentidentity id MBR-022382, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63139
- Record linked automatically65f1d472262026-10-19 19:52:09, matching_agentidentity id MBR-022382, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63139
- Record linked automatically547300b9cf2026-10-19 19:45:42, matching_agentidentity id MBR-022382, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63139
- Record linked automatically7e968e65582026-10-19 19:32:31, matching_agentidentity id MBR-022382, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63139
- Record linked automaticallya4e8371bce2026-10-19 19:31:28, matching_agentidentity id MBR-024686, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139295