Record, CLM, bronze and silver
CLM-431063
Received 2026-01-12T13:59:21Z, line 67,739 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 | Caroyln | Caroyln | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Soto | Soto | Unchanged |
| Date of birth | 1988-02-20 | 1988-02-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 426.979.6635 | 4269796635 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 2326 PALM DRIVE | 2326 Palm Dr | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | ·55345 | 55345 | Changed |
| Group | GRP-2670 | GRP-2670 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- caroyln|soto
- Address key
- 2326|palm|55345
- Canonical first
- caroyln
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| CLM-431062 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003680
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Carolyn Sotto, 1988-02-20, 2 records, Verified
Evidence
Matched against CLM-431062
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 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 automatically089ee55cbf2026-10-22 12:43:53, scoring_agentidentity id MBR-003680, confidence 0.985, method probabilistic, matched record CLM-431062, policy version 1
- Record linked automatically5210966c642026-10-19 19:54:38, scoring_agentidentity id MBR-003680, confidence 0.985, method probabilistic, matched record CLM-431062, policy version 1
- Record linked automaticallyc705dc42442026-10-19 19:52:08, scoring_agentidentity id MBR-003680, confidence 0.985, method probabilistic, matched record CLM-431062, policy version 1
- Record linked automatically18d121ffb92026-10-19 19:45:42, scoring_agentidentity id MBR-003680, confidence 0.985, method probabilistic, matched record CLM-431062, policy version 1
- Record linked automatically871a0ec48a2026-10-19 19:32:31, scoring_agentidentity id MBR-003680, confidence 0.985, method probabilistic, matched record CLM-431062, policy version 1
- Record linked automatically0b8aa62c4b2026-10-19 19:31:28, scoring_agentidentity id MBR-035405, confidence 1, method probabilistic, matched record ENR-140980, policy version 1