Record, CLM, bronze and silver
CLM-404974
Received 2026-04-09T16:19:31Z, line 13,238 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 | Hughes, Sofia | Sofia | Changed |
| Middle | R·· | R | Changed |
| Last name | — | Hughes | Changed |
| Date of birth | 3/8/1957 | 1957-03-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 231.257.2917 | 2312572917 | Parsed |
| — | — | Unchanged | |
| Address | 6276 Bayshore Drive | 6276 Bayshore Dr | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43264 | 43264 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- sofia|hughes
- Address key
- 6276|bayshore|43264
- Canonical first
- sofia
Quality flags
6 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
- 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-106548 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011302
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sofia Hughes, 1957-03-08, 2 records, Verified
Evidence
Matched against ENR-106548
| 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 automatically2dcd92d82f2026-10-22 12:43:54, scoring_agentidentity id MBR-011302, confidence 1, method probabilistic, matched record ENR-106548, policy version 1
- Record linked automaticallya2cbe3c1f02026-10-19 19:54:38, scoring_agentidentity id MBR-011302, confidence 1, method probabilistic, matched record ENR-106548, policy version 1
- Record linked automatically9a2df6dc272026-10-19 19:52:09, scoring_agentidentity id MBR-011302, confidence 1, method probabilistic, matched record ENR-106548, policy version 1
- Record linked automatically2b15f672e12026-10-19 19:45:42, scoring_agentidentity id MBR-011302, confidence 1, method probabilistic, matched record ENR-106548, policy version 1
- Record linked automaticallyae7590f4b42026-10-19 19:32:31, scoring_agentidentity id MBR-011302, confidence 1, method probabilistic, matched record ENR-106548, policy version 1