Record, CLM, bronze and silver
CLM-424252
Received 2026-07-17T14:44:31Z, line 55,869 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 | EVANS | Evans | Changed |
| Date of birth | 19430621 | 1943-06-21 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-73587-33 | UHC-73587-33 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | NULL | — | Cleared |
| kelly.evans@outlook.com | kelly.evans@outlook.com | Unchanged | |
| Address | 4317 Grand Avenue·· | 4317 Grand Ave | Changed |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33188 | 33188 | Unchanged |
| Group | GRP-8370 | GRP-8370 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- kelly|evans
- Address key
- 4317|grand|33188
- Canonical first
- kelly
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| PRV-27149 | 1.00 | Scored | — | Auto-linked |
| CLM-424251 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424253 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011207
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Evans, 1943-06-21, 4 records, Verified
Evidence
Matched against PRV-27149
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyead85c91a02026-10-19 19:54:38, scoring_agentidentity id MBR-011207, confidence 1, method probabilistic, matched record PRV-27149, policy version 1
- Record linked automatically13880bdf312026-10-19 19:52:09, scoring_agentidentity id MBR-011207, confidence 1, method probabilistic, matched record PRV-27149, policy version 1
- Record linked automatically4270ef5fd32026-10-19 19:45:42, scoring_agentidentity id MBR-011207, confidence 1, method probabilistic, matched record PRV-27149, policy version 1
- Record linked automatically543e8fe1cb2026-10-19 19:32:31, scoring_agentidentity id MBR-011207, confidence 1, method probabilistic, matched record PRV-27149, policy version 1
- Record linked automatically2a250da6f92026-10-19 19:31:28, matching_agentidentity id MBR-008232, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131904