Record, CLM, bronze and silver
CLM-409988
Received 2026-07-23T20:29:32Z, line 69,462 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 | HOWARD | Howard | Changed |
| Date of birth | 12/13/45 | 1945-12-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-07588-78 | UHC-07588-78 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| ·null | — | Cleared | |
| Address | 9438 VALLEY VIEW DRIVE | 9438 Valley View Dr | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90077 | 90077 | Unchanged |
| Group | GRP-0218 | GRP-0218 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- lawrence|howard
- Address key
- 9438|valley view|90077
- Canonical first
- lawrence
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-113167 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409989 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039406
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lawrence Howard, 1945-12-13, 3 records, Verified
Evidence
Matched against ENR-113167
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically68982885de2026-10-22 12:43:55, matching_agentidentity id MBR-039406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113167
- Record linked automaticallydd9d76b6272026-10-19 19:54:39, matching_agentidentity id MBR-039406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113167
- Record linked automaticallya569b4b7a32026-10-19 19:52:09, matching_agentidentity id MBR-039406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113167
- Record linked automatically3ee4ee6a9b2026-10-19 19:45:42, matching_agentidentity id MBR-039406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113167
- Record linked automatically16dae08f6b2026-10-19 19:32:31, matching_agentidentity id MBR-039406, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113167
- Record linked automaticallya93aad96c12026-10-19 19:31:28, scoring_agentidentity id MBR-040944, confidence 1, method probabilistic, matched record TPA-54468, policy version 1