Record, CLM, bronze and silver
CLM-412792
Received 2026-01-15T02:51:36Z, line 45,515 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 | ROBERT | Robert | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMMONS | Simmons | Changed |
| Date of birth | 08-10-1947 | 1947-10-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-52762-25 | UHC-52762-25 | Unchanged |
| SSN | •••-••-1485 | •••-••-1485 | Unchanged |
| Phone | 5082913918 | 5082913918 | Unchanged |
| — | — | Unchanged | |
| Address | 1818 Maple Avenue | 1818 Maple Ave | Changed |
| City | SAN DIEGO | San Diego | Changed |
| State | CA | CA | Unchanged |
| ZIP | 92157 | 92157 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- robert|simmons
- Address key
- 1818|maple|92157
- Canonical first
- robert
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)
- 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
- City re-casedCity re-cased to Title Case
- 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-23696 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-412791 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-412790 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004464
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Robert Simmons, 1947-10-08, 4 records, Verified
Evidence
Matched against PRV-23696
| 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyec13c205aa2026-10-19 19:54:38, matching_agentidentity id MBR-004464, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23696
- Record linked automatically0918619fae2026-10-19 19:52:08, matching_agentidentity id MBR-004464, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23696
- Record linked automatically9f9025489d2026-10-19 19:45:42, matching_agentidentity id MBR-004464, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23696
- Record linked automatically203c67f4562026-10-19 19:32:31, matching_agentidentity id MBR-004464, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23696
- Record linked automatically25931345722026-10-19 19:31:28, scoring_agentidentity id MBR-028385, confidence 0.994, method probabilistic, matched record PRV-23774, policy version 1