Record, CLM, bronze and silver
CLM-424786
Received 2026-05-13T05:39:12Z, line 42,027 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | KELLY | Kelly | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIS | Willis | Changed |
| Date of birth | 19711219 | 1971-12-19 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 8540 Sage Court | 8540 Sage Ct | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90029 | 90029 | Unchanged |
| Group | GRP-7826 | GRP-7826 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.78
- Name key
- kelly|willis
- Address key
- 8540|sage|90029
- Canonical first
- kelly
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)
- 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
- 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-424785 | 1.00 | Scored | — | Auto-linked |
| PRV-27282 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022368
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Willis, 1971-12-19, 3 records, Verified
Evidence
Matched against PRV-27282
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2597537ea22026-10-22 12:43:54, scoring_agentidentity id MBR-022368, confidence 1, method probabilistic, matched record PRV-27282, policy version 1
- Record linked automatically439ed7c77d2026-10-19 19:54:38, scoring_agentidentity id MBR-022368, confidence 1, method probabilistic, matched record PRV-27282, policy version 1
- Record linked automatically0d625f4bb42026-10-19 19:52:09, scoring_agentidentity id MBR-022368, confidence 1, method probabilistic, matched record PRV-27282, policy version 1
- Record linked automatically417cb49f5e2026-10-19 19:45:42, scoring_agentidentity id MBR-022368, confidence 1, method probabilistic, matched record PRV-27282, policy version 1
- Record linked automaticallya65fdc1b392026-10-19 19:32:31, scoring_agentidentity id MBR-022368, confidence 1, method probabilistic, matched record PRV-27282, policy version 1
- Record linked automaticallyf198eec6012026-10-19 19:31:28, matching_agentidentity id MBR-018272, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132615