Record, CLM, bronze and silver
CLM-427647
Received 2026-09-02T00:59:57Z, line 93,697 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 | Sofia | Sofia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Arnold | Arnold | Unchanged |
| Date of birth | Sep 13, 1973 | 1973-09-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 6218378889 | 6218378889 | Unchanged |
| - | — | Cleared | |
| Address | 423 MARKET ST | 423 Market St | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95843-3220 | 95843 | Changed |
| Group | GRP-1212 | GRP-1212 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- sofia|arnold
- Address key
- 423|market|95843
- Canonical first
- sofia
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| TPA-62221 | 1.00 | Scored | — | Auto-linked |
| CLM-427646 | 1.00 | Scored | — | Auto-linked |
| CLM-427645 | 1.00 | Scored | — | Auto-linked |
| ENR-136239 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020867
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sofia Arnold, 1973-09-13, 5 records, Verified
Evidence
Matched against CLM-427646
| 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 automaticallydc00a452b22026-10-19 19:54:38, scoring_agentidentity id MBR-020867, confidence 1, method probabilistic, matched record CLM-427646, policy version 1
- Record linked automatically0c185fb4e72026-10-19 19:52:09, scoring_agentidentity id MBR-020867, confidence 1, method probabilistic, matched record CLM-427646, policy version 1
- Record linked automatically8349dbe6f42026-10-19 19:45:42, scoring_agentidentity id MBR-020867, confidence 1, method probabilistic, matched record CLM-427646, policy version 1
- Record linked automatically5d404da8f62026-10-19 19:32:31, scoring_agentidentity id MBR-020867, confidence 1, method probabilistic, matched record CLM-427646, policy version 1
- Record linked automaticallyb319986e842026-10-19 19:31:28, scoring_agentidentity id MBR-023633, confidence 1, method probabilistic, matched record ENR-136597, policy version 1