Record, CLM, bronze and silver
CLM-403521
Received 2026-09-11T07:15:55Z, line 41,822 of the CLM feed
CLMRule
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 | nichols | Nichols | Changed |
| Date of birth | 2004-08-26 | 2004-08-26 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-44150-48 | UHC-44150-48 | Unchanged |
| SSN | •••-••-2924 | •••-••-2924 | Unchanged |
| Phone | 778.874.9468 | 7788749468 | Parsed |
| — | — | Unchanged | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.92
- Name key
- marcus|nichols
- Address key
- —
- Canonical first
- marcus
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-104593 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403522 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20999 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403520 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010433
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
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 |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb6c1024fd82026-10-19 19:54:38, matching_agentidentity id MBR-010433, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104593
- Record linked automatically455b54461d2026-10-19 19:52:09, matching_agentidentity id MBR-010433, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104593
- Record linked automaticallyb0533c682a2026-10-19 19:45:42, matching_agentidentity id MBR-010433, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104593
- Record linked automaticallyec2aa2addb2026-10-19 19:32:31, matching_agentidentity id MBR-010433, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104593
- Record linked automatically33f3335d572026-10-19 19:31:28, scoring_agentidentity id MBR-041287, confidence 1, method probabilistic, matched record ENR-104569, policy version 1