Record, CLM, bronze and silver
CLM-432010
Received 2026-10-11T07:08:03Z, line 96,152 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 | LISA | Lisa | Changed |
| Middle | — | — | Unchanged |
| Last name | KNIGHT | Knight | Changed |
| Date of birth | 20000802 | 2000-08-02 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-55792-79 | UHC-55792-79 | Unchanged |
| SSN | •••-••-6825 | •••-••-6825 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| LISA.KNIGHT@PROTON.ME | lisa.knight@proton.me | Changed | |
| Address | 2320 Palm Drive | 2320 Palm Dr | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75215 | 75215 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- lisa|knight
- Address key
- 2320|palm|75215
- Canonical first
- lisa
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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| CLM-432009 | 1.00 | Scored | — | Auto-linked |
| ENR-142010 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142009 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026574
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lisa Knight, 2000-08-02, 4 records, Verified
Evidence
Matched against CLM-432009
| 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 automatically50fe6ac7a22026-10-22 12:43:54, scoring_agentidentity id MBR-026574, confidence 1, method probabilistic, matched record CLM-432009, policy version 1
- Record linked automaticallye6e2de64952026-10-19 19:54:38, scoring_agentidentity id MBR-026574, confidence 1, method probabilistic, matched record CLM-432009, policy version 1
- Record linked automatically5d8b1cf63e2026-10-19 19:52:09, scoring_agentidentity id MBR-026574, confidence 1, method probabilistic, matched record CLM-432009, policy version 1
- Record linked automaticallyb64ae05e702026-10-19 19:45:42, scoring_agentidentity id MBR-026574, confidence 1, method probabilistic, matched record CLM-432009, policy version 1
- Record linked automatically2d0fdc5aec2026-10-19 19:32:31, scoring_agentidentity id MBR-026574, confidence 1, method probabilistic, matched record CLM-432009, policy version 1
- Record linked automatically2bf01aa3a12026-10-19 19:31:28, matching_agentidentity id MBR-010422, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142248