Record, CLM, bronze and silver
CLM-404226
Received 2026-05-13T13:48:55Z, line 69,941 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 | LITTLE | Little | Changed |
| Date of birth | 28-03-2001 | 2001-03-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 9687 RIDGE ROAD #951 | 9687 Ridge Rd # 951 | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85266 | 85266 | Unchanged |
| Group | GRP-7018 | GRP-7018 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- marcus|little
- Address key
- 9687|ridge|85266
- 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)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-105523 | 1.00 | Scored | — | Auto-linked |
| PRV-21190 | 1.00 | Scored | — | Auto-linked |
| PRV-21189 | 1.00 | Scored | — | Auto-linked |
| ENR-105521 | 1.00 | Scored | — | Auto-linked |
| ENR-105522 | 1.00 | Scored | — | Auto-linked |
| TPA-51841 | 1.00 | Scored | — | Auto-linked |
| PRV-21191 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030502
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marcus Little, 2001-03-28, 8 records, Verified
Evidence
Matched against ENR-105523
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfcf1acdcc22026-10-19 19:54:38, scoring_agentidentity id MBR-030502, confidence 1, method probabilistic, matched record ENR-105523, policy version 1
- Record linked automatically0e2e0251422026-10-19 19:52:09, scoring_agentidentity id MBR-030502, confidence 1, method probabilistic, matched record ENR-105523, policy version 1
- Record linked automatically910bfa11ea2026-10-19 19:45:42, scoring_agentidentity id MBR-030502, confidence 1, method probabilistic, matched record ENR-105523, policy version 1
- Record linked automatically01353d32f52026-10-19 19:32:31, scoring_agentidentity id MBR-030502, confidence 1, method probabilistic, matched record ENR-105523, policy version 1
- Record linked automatically98344d92f32026-10-19 19:31:28, matching_agentidentity id MBR-020597, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105513