Record, CLM, bronze and silver
CLM-430031
Received 2026-02-13T17:36:45Z, line 76,994 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 | carolyn | Carolyn | Changed |
| Middle | — | — | Unchanged |
| Last name | patel | Patel | Changed |
| Date of birth | 19480801 | 1948-08-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-70506-50 | UHC-70506-50 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN·· | — | Cleared | |
| Address | NULL | — | Cleared |
| City | ·· | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-5173 | GRP-5173 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- carolyn|patel
- Address key
- —
- Canonical first
- carolyn
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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-139374 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430032 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012838
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carolyn Patel, 1948-08-01, 3 records, Verified
Evidence
Matched against ENR-139374
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically1a1f547f4f2026-10-22 12:43:54, matching_agentidentity id MBR-012838, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139374
- Record linked automaticallyff7628b3b82026-10-19 19:54:38, matching_agentidentity id MBR-012838, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139374
- Record linked automatically87e9afdba12026-10-19 19:52:09, matching_agentidentity id MBR-012838, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139374
- Record linked automatically10846322262026-10-19 19:45:42, matching_agentidentity id MBR-012838, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139374
- Record linked automatically4c500539692026-10-19 19:32:31, matching_agentidentity id MBR-012838, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139374
- Record linked automatically3944e0f0552026-10-19 19:31:28, matching_agentidentity id MBR-010021, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430032