Record, CLM, bronze and silver
CLM-408418
Received 2026-05-10T18:15:29Z, line 49,215 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 | SIMPSON·· | Simpson | Changed |
| Middle | — | — | Unchanged |
| Last name | DEBRA | Debra | Changed |
| Date of birth | 13-03-1967 | 1967-03-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-13128-62 | UHC-13128-62 | Unchanged |
| SSN | •••-••-1711 | •••-••-1711 | Parsed |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 1092 Cedar Lane·· | 1092 Cedar Ln | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93728·· | 93728 | Changed |
| Group | GRP-9737 | GRP-9737 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- simpson|debra
- Address key
- 1092|cedar|93728
- Canonical first
- simpson
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
- 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-111099 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027968
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Debra Simpson, 1967-03-13, 2 records, Verified
Evidence
Matched against ENR-111099
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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
6 hash-chained entries for this record
- Record linked automaticallyf85b4f95e52026-10-22 12:43:54, matching_agentidentity id MBR-027968, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111099
- Record linked automatically04096b2a292026-10-19 19:54:38, matching_agentidentity id MBR-027968, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111099
- Record linked automaticallye72378241c2026-10-19 19:52:09, matching_agentidentity id MBR-027968, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111099
- Record linked automatically14d51ab1a22026-10-19 19:45:42, matching_agentidentity id MBR-027968, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111099
- Record linked automaticallyb93d02173d2026-10-19 19:32:31, matching_agentidentity id MBR-027968, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111099
- Record linked automatically8a84ac29882026-10-19 19:31:28, scoring_agentidentity id MBR-008506, confidence 1, method probabilistic, matched record CLM-408419, policy version 1