Record, CLM, bronze and silver
CLM-403520
Received 2026-02-04T20:04:21Z, line 16,408 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 08/26/04 | 2004-08-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-2924 | •••-••-2924 | Unchanged |
| Phone | 778-874-9468 | 7788749468 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7644 RIDGE ROAD | 7644 Ridge Rd | Changed |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55461 | 55461 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.64
- Name key
- marcus|nichols
- Address key
- 7644|ridge|55461
- Canonical first
- marcus
Quality flags
6 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-104593 | 1.00 | Scored | — | Auto-linked |
| CLM-403522 | 1.00 | Scored | — | Auto-linked |
| CLM-403521 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-20999 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010433
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marcus Nichols, 2004-08-26, 5 records, Verified
Evidence
Matched against ENR-104593
| 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 automatically4a4212e1c52026-10-19 19:54:38, scoring_agentidentity id MBR-010433, confidence 1, method probabilistic, matched record ENR-104593, policy version 1
- Record linked automaticallyb2a2d76da12026-10-19 19:52:09, scoring_agentidentity id MBR-010433, confidence 1, method probabilistic, matched record ENR-104593, policy version 1
- Record linked automatically011342b5012026-10-19 19:45:42, scoring_agentidentity id MBR-010433, confidence 1, method probabilistic, matched record ENR-104593, policy version 1
- Record linked automatically4c077384a52026-10-19 19:32:31, scoring_agentidentity id MBR-010433, confidence 1, method probabilistic, matched record ENR-104593, policy version 1
- Record linked automaticallybd968a705b2026-10-19 19:31:28, matching_agentidentity id MBR-030969, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-104568