Record, CLM, bronze and silver
CLM-430072
Received 2026-08-17T17:21:03Z, line 96,394 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 | LAWRENCE | Lawrence | Changed |
| Middle | — | — | Unchanged |
| Last name | HOFFMAN | Hoffman | Changed |
| Date of birth | 10-02-1971 | 1971-02-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-12016-65·· | UHC-12016-65 | Parsed |
| SSN | •••-••-0088 | •••-••-0088 | Parsed |
| Phone | NULL | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 5415 River Rd | 5415 River Rd | Unchanged |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55416 | 55416 | Unchanged |
| Group | ·null | — | Cleared |
| Plan | select-epo | SELECT-EPO | Changed |
- Quality score
- 0.76
- Name key
- lawrence|hoffman
- Address key
- 5415|river|55416
- Canonical first
- lawrence
Quality flags
6 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)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- Plan code upper-casedPlan code upper-cased
- 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-430071 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430069 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430068 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-139439 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001881
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lawrence Hoffman, 1971-02-10, 5 records, Verified
Evidence
Matched against CLM-430068
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically773ce2d6512026-10-19 19:54:38, matching_agentidentity id MBR-001881, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430068
- Record linked automatically3770f703082026-10-19 19:52:08, matching_agentidentity id MBR-001881, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430068
- Record linked automatically496433f97d2026-10-19 19:45:41, matching_agentidentity id MBR-001881, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430068
- Record linked automaticallyd878a72b3b2026-10-19 19:32:31, matching_agentidentity id MBR-001881, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430068
- Record linked automaticallya2fc8dbd152026-10-19 19:31:28, scoring_agentidentity id MBR-029149, confidence 1, method probabilistic, matched record CLM-430071, policy version 1