Record, CLM, bronze and silver
CLM-418232
Received 2026-03-21T21:33:06Z, line 78,371 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 | Soto, Eugene | Eugene | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Soto | Changed |
| Date of birth | 1/2/1991 | 1991-01-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-38273-80 | UHC-38273-80 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 340-325-3246 | 3403253246 | Parsed |
| — | — | Unchanged | |
| Address | 9360 Lake View Road | 9360 Lake View Rd | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55334-0731 | 55334 | Changed |
| Group | GRP-0781 | GRP-0781 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.50
- Name key
- eugene|soto
- Address key
- 9360|lake view|55334
- Canonical first
- eugene
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-418233 | 1.00 | Scored | — | Auto-linked |
| ENR-123971 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418234 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021235
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Eugene Soto, 1991-01-02, 4 records, Verified
Evidence
Matched against CLM-418233
| 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
5 hash-chained entries for this record
- Record linked automaticallyf921f876e12026-10-22 12:43:54, scoring_agentidentity id MBR-021235, confidence 1, method probabilistic, matched record CLM-418233, policy version 1
- Record linked automatically94dde15b322026-10-19 19:54:38, scoring_agentidentity id MBR-021235, confidence 1, method probabilistic, matched record CLM-418233, policy version 1
- Record linked automaticallyb1b6f79b072026-10-19 19:52:09, scoring_agentidentity id MBR-021235, confidence 1, method probabilistic, matched record CLM-418233, policy version 1
- Record linked automatically41677f1c9c2026-10-19 19:45:42, scoring_agentidentity id MBR-021235, confidence 1, method probabilistic, matched record CLM-418233, policy version 1
- Record linked automaticallyb2fdaee25c2026-10-19 19:32:31, scoring_agentidentity id MBR-021235, confidence 1, method probabilistic, matched record CLM-418233, policy version 1