Record, CLM, bronze and silver
CLM-402719
Received 2026-01-29T12:22:30Z, line 65,144 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 | marcus | Marcus | Changed |
| Middle | — | — | Unchanged |
| Last name | marshall | Marshall | Changed |
| Date of birth | 02-01-1992 | 1992-01-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 588-979-6959 | 5889796959 | Parsed |
| marcus.marshall72@icloud.com | marcus.marshall72@icloud.com | Unchanged | |
| Address | 9121 BASELINE RD | 9121 Baseline Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85226 | 85226 | Unchanged |
| Group | GRP-7546 | GRP-7546 | Unchanged |
| Plan | ·NULL | — | Cleared |
- Quality score
- 0.74
- Name key
- marcus|marshall
- Address key
- 9121|baseline|85226
- Canonical first
- marcus
Quality flags
7 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)
- 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
- 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 |
|---|---|---|---|---|
| ENR-103507 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008647
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marcus Marshall, 1992-01-02, 2 records, Verified
Evidence
Matched against ENR-103507
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically2829bcbc552026-10-19 19:54:38, scoring_agentidentity id MBR-008647, confidence 1, method probabilistic, matched record ENR-103507, policy version 1
- Record linked automaticallycb68aa7ad32026-10-19 19:52:09, scoring_agentidentity id MBR-008647, confidence 1, method probabilistic, matched record ENR-103507, policy version 1
- Record linked automaticallyf364e520a72026-10-19 19:45:42, scoring_agentidentity id MBR-008647, confidence 1, method probabilistic, matched record ENR-103507, policy version 1
- Record linked automaticallyf875c20dd02026-10-19 19:32:31, scoring_agentidentity id MBR-008647, confidence 1, method probabilistic, matched record ENR-103507, policy version 1