Record, CLM, bronze and silver
CLM-403910
Received 2026-06-21T09:10:01Z, line 42,101 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Jones, Sofia | Sofia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Jones | Changed |
| Date of birth | 11/04/2001 | 2001-11-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-0141 | •••-••-0141 | Unchanged |
| Phone | 901-735-0749 | 9017350749 | Parsed |
| SOFIA.JONES76@PROTON.ME | sofia.jones76@proton.me | Changed | |
| Address | 4940 CANYON ROAD | 4940 Canyon Rd | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32221 | 32221 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.60
- Name key
- sofia|jones
- Address key
- 4940|canyon|32221
- Canonical first
- sofia
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- Email lower-casedEmail lower-cased
- 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-105096 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-105097 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034129
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sofia Jones, 2001-11-04, 3 records, Verified
Evidence
Matched against ENR-105097
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyffc407302e2026-10-19 19:54:39, matching_agentidentity id MBR-034129, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105097
- Record linked automatically307744b6612026-10-19 19:52:09, matching_agentidentity id MBR-034129, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105097
- Record linked automatically9db501901f2026-10-19 19:45:42, matching_agentidentity id MBR-034129, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105097
- Record linked automatically4257b556712026-10-19 19:32:31, matching_agentidentity id MBR-034129, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-105097
- Record linked automaticallydbee3eb7f42026-10-19 19:31:28, matching_agentidentity id MBR-007833, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105091