Record, CLM, bronze and silver
CLM-423167
Received 2026-03-18T22:41:22Z, line 83,158 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 | KAREN | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | REYNOLDS | Reynolds | Changed |
| Date of birth | 1987-01-01 | 1987-01-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-41791-25 | UHC-41791-25 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 1102 Jefferson Avenue | 1102 Jefferson Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-2723 | GRP-2723 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.66
- Name key
- karen|reynolds
- Address key
- 1102|jefferson|fresno
- Canonical first
- karen
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-130318 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423168 | 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-423168
| 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 automaticallye118ddf3392026-10-19 19:54:38, matching_agentidentity id MBR-003948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423168
- Record linked automaticallyba4412a22c2026-10-19 19:52:08, matching_agentidentity id MBR-003948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423168
- Record linked automatically88acebcb7f2026-10-19 19:45:42, matching_agentidentity id MBR-003948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423168
- Record linked automatically6db05699cb2026-10-19 19:32:31, matching_agentidentity id MBR-003948, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423168
- Record linked automaticallye07a1e8f682026-10-19 19:31:28, matching_agentidentity id MBR-002961, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-130520