A device that includes a node engine configured to determine a core distance for a correlithm object core. The core distance identifies a maximum number of hops away from a root correlithm object. The node engine is further configured to select a correlithm object in an n-dimensional space and set the selected correlithm object as the root correlithm object. The node engine is further configured to identify a plurality of correlithm objects within the core distance from the root correlithm object and link the identified plurality of correlithm objects with the root correlithm object to generate the correlithm object core.