Record, CLM, bronze and silver
CLM-431570
Received 2026-07-31T05:49:23Z, line 62,009 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 | Juan | Juan | Unchanged |
| Middle | C | C | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | Jul 20, 2008 | 2008-07-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | uhc-63527-62 | UHC-63527-62 | Parsed |
| SSN | null | — | Cleared |
| Phone | - | — | Cleared |
| ·juan.obrien9@yahoo.com | juan.obrien9@yahoo.com | Changed | |
| Address | 1923 Elm St | 1923 Elm St | Unchanged |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90045 | 90045 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.92
- Name key
- juan|obrien
- Address key
- 1923|elm|90045
- Canonical first
- juan
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-431569 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141453 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141454 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014775
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Juan Obrien, 2008-07-20, 4 records, Verified
Evidence
Matched against ENR-141453
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6f8f3bb78d2026-10-22 12:43:54, matching_agentidentity id MBR-014775, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141453
- Record linked automaticallydfb0de4c5f2026-10-19 19:54:38, matching_agentidentity id MBR-014775, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141453
- Record linked automaticallyef5cfb5ddc2026-10-19 19:52:09, matching_agentidentity id MBR-014775, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141453
- Record linked automatically26465386ec2026-10-19 19:45:42, matching_agentidentity id MBR-014775, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141453
- Record linked automaticallyad3ee36b0a2026-10-19 19:32:31, matching_agentidentity id MBR-014775, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141453
- Record linked automatically97a5c6503c2026-10-19 19:31:28, scoring_agentidentity id MBR-005552, confidence 1, method probabilistic, matched record CLM-431569, policy version 1