Record, CLM, bronze and silver
CLM-427710
Received 2026-01-24T14:34:30Z, line 75,673 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 | JULIE | Julie | Changed |
| Middle | — | — | Unchanged |
| Last name | BELL | Bell | Changed |
| Date of birth | 19870203 | 1987-02-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-17025-41 | UHC-17025-41 | Unchanged |
| SSN | •••-••-7534 | •••-••-7534 | Unchanged |
| Phone | 411-761-4121 | 4117614121 | Parsed |
| julie.bell86@proton.me | julie.bell86@proton.me | Unchanged | |
| Address | 8754 Indian School Rd | 8754 Indian School Rd | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85208 | 85208 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- julie|bell
- Address key
- 8754|indian school|85208
- Canonical first
- julie
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-427709 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136341 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136340 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007271
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Julie Bell, 1987-02-03, 4 records, Verified
Evidence
Matched against CLM-427709
| 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 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallydfda5bf9e72026-10-22 12:43:53, matching_agentidentity id MBR-007271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427709
- Record linked automaticallyf74896f5062026-10-19 19:54:38, matching_agentidentity id MBR-007271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427709
- Record linked automatically804c15397d2026-10-19 19:52:09, matching_agentidentity id MBR-007271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427709
- Record linked automatically8db6b9bc362026-10-19 19:45:42, matching_agentidentity id MBR-007271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427709
- Record linked automaticallyc76c7767572026-10-19 19:32:31, matching_agentidentity id MBR-007271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427709
- Record linked automatically7bf4f7ab662026-10-19 19:31:28, matching_agentidentity id MBR-018059, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427711