Record, CLM , bronze and silver
CLM-423168
Received 2026-01-13T10:38:13Z, line 81,708 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Karen | Karen | Unchanged |
| Middle | R·· | R | Changed |
| Last name | Reynolds | Reynolds | Unchanged |
| Date of birth | 01/01/1987 | 1987-01-01 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-41791-25 | UHC-41791-25 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| KAREN.REYNOLDS4@GMAIL.COM | karen.reynolds4@gmail.com | Changed | |
| Address | 1102 Jefferson Ave | 1102 Jefferson Ave | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93769 | 93769 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.94
- Name key
- karen|reynolds
- Address key
- 1102|jefferson|93769
- Canonical first
- karen
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Email lower-casedEmail lower-cased
- 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-423167 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130318 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003948
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Karen Reynolds, 1987-01-01, 3 records, Verified
Evidence
Matched against CLM-423167
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf4e6f6afff2026-10-19 19:54:38, matching_agentidentity id MBR-003948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423167
- Record linked automaticallyf2567917252026-10-19 19:52:08, matching_agentidentity id MBR-003948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423167
- Record linked automaticallyaa29a2863b2026-10-19 19:45:42, matching_agentidentity id MBR-003948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423167
- Record linked automaticallyd2a4c5a6cd2026-10-19 19:32:31, matching_agentidentity id MBR-003948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423167
- Record linked automatically98d391b8122026-10-19 19:31:28, matching_agentidentity id MBR-018252, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130521