In “A Multicover Nerve for Geometric Inference” paper, Sheehy shows that filtering the barycentric decomposition of a Čech complex by the cardinality of the vertices recovers exactly the topology of k-covered regions among a collection of balls. We describe this construction and present ideas related to this.