Computer systems, computer readable media, and computer methods for obtaining, calling, and assembling nucleic acid sequences are presented. In some aspects the invention includes the sequencing of template constructs that comprise double stranded portions in partially contiguous constructs, to provide for single molecule consensus sequence determination through one or both of sequencing sense and antisense strands in the same molecule.