Record, CLM, bronze and silver
CLM-414802
Received 2026-03-31T05:38:15Z, line 4,597 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 | JOHNNY | Johnny | Changed |
| Middle | — | — | Unchanged |
| Last name | LYNCH | Lynch | Changed |
| Date of birth | 12/18/1985·· | 1985-12-18 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (461) 960-6705 | 4619606705 | Parsed |
| — | — | Unchanged | |
| Address | 4927 Ocean Ave | 4927 Ocean Ave | Unchanged |
| City | Charlotte | Charlotte | Unchanged |
| State | North Carolina | NC | Changed |
| ZIP | 28289 | 28289 | Unchanged |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- john|lynch
- Address key
- 4927|ocean|28289
- Canonical first
- john
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| PRV-24342 | 1.00 | Scored | — | Auto-linked |
| ENR-119468 | 1.00 | Scored | — | Auto-linked |
| PRV-24343 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022288
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: John Lynch, 1985-12-18, 4 records, Verified
Evidence
Matched against ENR-119468
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybb302b680c2026-10-19 19:54:38, scoring_agentidentity id MBR-022288, confidence 1, method probabilistic, matched record ENR-119468, policy version 1
- Record linked automatically970fff46152026-10-19 19:52:09, scoring_agentidentity id MBR-022288, confidence 1, method probabilistic, matched record ENR-119468, policy version 1
- Record linked automaticallyef310ad4162026-10-19 19:45:42, scoring_agentidentity id MBR-022288, confidence 1, method probabilistic, matched record ENR-119468, policy version 1
- Record linked automatically9b652f927a2026-10-19 19:32:31, scoring_agentidentity id MBR-022288, confidence 1, method probabilistic, matched record ENR-119468, policy version 1
- Record linked automatically3565daa3822026-10-19 19:31:28, scoring_agentidentity id MBR-034887, confidence 0.989, method probabilistic, matched record ENR-119380, policy version 1