We will discuss whether it is possible to reconstruct a phylogenetic tree from sequence data, given a specific model of evolution. To answer this question for a coalescent-based model, we study ideals associated to the model. By observing some facts about the geometry of the model, we can demonstrate that these ideals contain polynomials which may be used to determine the underlying tree.