Record, CLM, bronze and silver
CLM-423916
Received 2026-09-24T08:07:02Z, line 65,522 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 | JANICE | Janice | Changed |
| Middle | — | — | Unchanged |
| Last name | KELLY·· | Kelly | Changed |
| Date of birth | 11/05/1956 | 1956-11-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-98691-32 | UHC-98691-32 | Unchanged |
| SSN | •••-••-8199 | •••-••-8199 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 5664 WILLOW COURT | 5664 Willow Ct | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92123 | 92123 | Unchanged |
| Group | GRP-2264 | GRP-2264 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.76
- Name key
- janice|kelly
- Address key
- 5664|willow|92123
- Canonical first
- janice
Quality flags
6 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)
- 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
- 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 |
|---|---|---|---|---|
| CLM-423915 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423914 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-27055 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-131289 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016341
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Janice Kelly, 1956-11-05, 5 records, Verified
Evidence
Matched against CLM-423915
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically5ce79e3f4e2026-10-22 12:43:54, matching_agentidentity id MBR-016341, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423915
- Record linked automatically19dd2b2c822026-10-19 19:54:38, matching_agentidentity id MBR-016341, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423915
- Record linked automatically2f96f754782026-10-19 19:52:09, matching_agentidentity id MBR-016341, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423915
- Record linked automatically277447894e2026-10-19 19:45:42, matching_agentidentity id MBR-016341, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423915
- Record linked automatically68000b27d62026-10-19 19:32:31, matching_agentidentity id MBR-016341, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423915
- Record linked automaticallydd020afabc2026-10-19 19:31:28, scoring_agentidentity id MBR-000826, confidence 1, method probabilistic, matched record CLM-423915, policy version 1