Record, CLM, bronze and silver
CLM-425527
Received 2026-04-20T21:48:07Z, line 29,773 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 | scott | Scott | Changed |
| Middle | — | — | Unchanged |
| Last name | johnston | Johnston | Changed |
| Date of birth | Aug 10, 1965 | 1965-08-10 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-34433-48 | UHC-34433-48 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 13599750648 | 3599750648 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-9142 | GRP-9142 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.92
- Name key
- scott|johnston
- Address key
- —
- Canonical first
- scott
Quality flags
4 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
- 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-425529 | 1.00 | Scored | — | Auto-linked |
| CLM-425528 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61264 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006216
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Scott Johnston, 1965-08-10, 4 records, Verified
Evidence
Matched against CLM-425529
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf53c1023612026-10-19 19:54:38, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record CLM-425529, policy version 1
- Record linked automatically21bb8d35192026-10-19 19:52:09, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record CLM-425529, policy version 1
- Record linked automaticallyb55f57f3972026-10-19 19:45:42, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record CLM-425529, policy version 1
- Record linked automaticallybed77a03fa2026-10-19 19:32:31, scoring_agentidentity id MBR-006216, confidence 1, method probabilistic, matched record CLM-425529, policy version 1
- Record linked automaticallya0bcbce9922026-10-19 19:31:28, scoring_agentidentity id MBR-007380, confidence 1, method probabilistic, matched record CLM-425528, policy version 1