Record, CLM, bronze and silver
CLM-419247
Received 2026-07-15T23:10:08Z, line 15,500 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 | SOPHIA | Sophia | Changed |
| Middle | C | C | Unchanged |
| Last name | BELL | Bell | Changed |
| Date of birth | 11/12/1946 | 1946-11-12 | Parsed |
| Gender | null | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| NULL | — | Cleared | |
| Address | 381 JEFFERSON AVE | 381 Jefferson Ave | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- sophia|bell
- Address key
- 381|jefferson|scottsdale
- Canonical first
- sophia
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| PRV-25726 | 0.93 | Scored | — | Auto-linked |
| CLM-419248 | 0.93 | Scored | — | Auto-linked |
| ENR-125382 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027431
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Sophia Bell, 1946-11-12, 4 records, Verified
Evidence
Matched against CLM-419248
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically41edde64c62026-10-22 12:43:54, scoring_agentidentity id MBR-027431, confidence 0.925, method probabilistic, matched record CLM-419248, policy version 1
- Record linked automaticallyb79e81dbe32026-10-19 19:54:38, scoring_agentidentity id MBR-027431, confidence 0.925, method probabilistic, matched record CLM-419248, policy version 1
- Record linked automatically3b9ad8802a2026-10-19 19:52:09, scoring_agentidentity id MBR-027431, confidence 0.925, method probabilistic, matched record CLM-419248, policy version 1
- Record linked automaticallyf9d1878b622026-10-19 19:45:42, scoring_agentidentity id MBR-027431, confidence 0.925, method probabilistic, matched record CLM-419248, policy version 1
- Record linked automaticallyde804391612026-10-19 19:32:31, scoring_agentidentity id MBR-027431, confidence 0.925, method probabilistic, matched record CLM-419248, policy version 1
- Record linked automaticallyf0d085fb582026-10-19 19:31:28, scoring_agentidentity id MBR-015837, confidence 1, method probabilistic, matched record CLM-419248, policy version 1