Record, CLM , bronze and silver
CLM-411834
Received 2026-08-23T07:18:33Z, line 58,278 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Sarah·· | Sarah | Changed |
| Middle | ·· | — | Unchanged |
| Last name | Nguyen | Nguyen | Unchanged |
| Date of birth | 01/18/2004 | 2004-01-18 | Parsed |
| Gender | ·NULL | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 814-624-1762 | 8146241762 | Parsed |
| SARAH.NGUYEN@AOL.COM | sarah.nguyen@aol.com | Changed | |
| Address | 127 LAKE VIEW RD | 127 Lake View Rd | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-8645 | GRP-8645 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.58
- Name key
- sarah|nguyen
- Address key
- 127|lake view|orlando
- Canonical first
- sarah
Quality flags
9 raised during normalisation
- 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
- ZIP missingStreet address present but no ZIP supplied
- Email lower-casedEmail lower-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-411837 | 1.00 | Scored | — | Auto-linked |
| CLM-411835 | 0.94 | Scored | — | Auto-linked |
| CLM-411836 | 0.94 | Scored | — | Auto-linked |
| ENR-115601 | 0.94 | Scored | — | Auto-linked |
| CLM-411833 | 0.94 | Scored | — | Auto-linked |
| CLM-411838 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003899
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah Nguyen, 2004-01-18, 7 records, Verified
Evidence
Matched against CLM-411837
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically0bd9b971a92026-10-19 19:54:38, scoring_agentidentity id MBR-003899, confidence 1, method probabilistic, matched record CLM-411837, policy version 1
- Record linked automatically85a4742b992026-10-19 19:52:08, scoring_agentidentity id MBR-003899, confidence 1, method probabilistic, matched record CLM-411837, policy version 1
- Record linked automatically15ab438bc82026-10-19 19:45:42, scoring_agentidentity id MBR-003899, confidence 1, method probabilistic, matched record CLM-411837, policy version 1
- Record linked automaticallyc7b17b2fb92026-10-19 19:32:31, scoring_agentidentity id MBR-003899, confidence 1, method probabilistic, matched record CLM-411837, policy version 1
- Record linked automatically178be7d7c12026-10-19 19:31:28, scoring_agentidentity id MBR-013442, confidence 1, method probabilistic, matched record PRV-23508, policy version 1