The construction of physical maps based on bacterial clones [e.g. bacterial artificial chromosomes (BACs)] is valuable for a number of molecular genetics applications, including the high-resolution mapping of genomic regions of interest and the identification of clones suitable for systematic sequencing. A common approach for large-scale screening of bacterial clone libraries involves the hybridization of high-density arrays of immobilized, lysed colonies with collections of DNA probes. The use of a multiplex hybridization screening strategy, whereby pooled probes are analysed en masse, simplifies the effort by reducing the total number of parallel experiments required. However, this approach generates large amounts of hybridization-based data that must be carefully analysed, assimilated, and disambiguated in a careful but efficient manner.