Record, CLM , bronze and silver
CLM-400067
Received 2026-08-21T21:00:09Z, line 23,798 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | lawrence | Lawrence | Changed |
| Middle | H | H | Unchanged |
| Last name | kelly | Kelly | Changed |
| Date of birth | 2008-02-22 | 2008-02-22 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 19817852571 | 9817852571 | Parsed |
| lawrence.kelly33@aol.com | lawrence.kelly33@aol.com | Unchanged | |
| Address | 7196 Oak Street | 7196 Oak St | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43276 | 43276 | Unchanged |
| Group | GRP-6603 | GRP-6603 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- lawrence|kelly
- Address key
- 7196|oak|43276
- Canonical first
- lawrence
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| ENR-100084 | 1.00 | Scored | — | Auto-linked |
| CLM-400066 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027677
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Kelly, 2008-02-22, 3 records, Verified
Evidence
Matched against ENR-100084
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically2461c6175f2026-10-19 19:54:38, scoring_agentidentity id MBR-027677, confidence 1, method probabilistic, matched record ENR-100084, policy version 1
- Record linked automatically7f1ae124df2026-10-19 19:52:09, scoring_agentidentity id MBR-027677, confidence 1, method probabilistic, matched record ENR-100084, policy version 1
- Record linked automatically0d424727302026-10-19 19:45:42, scoring_agentidentity id MBR-027677, confidence 1, method probabilistic, matched record ENR-100084, policy version 1
- Record linked automatically00de630fb22026-10-19 19:32:31, scoring_agentidentity id MBR-027677, confidence 1, method probabilistic, matched record ENR-100084, policy version 1