The current paradigm for detecting, genotyping and phasing polymorphic sites from low-coverage sequence data starts by mapping sequence reads to a reference genome. Mapped reads that overlap a given site in a single individual are then combined together to form genotype likelihoods (GLs). Genotype likelihoods are the probabilities of observing the reads given the underlying (unknown) genotypes at each site.