The notion of dataset in SPARQL seems to be neither a sim- ple nor a well
defined notion. In this paper we first review the literature, current
documentation and SPARQL engines to show the subleties be- hind this apparently
simple notion and some of the ambiguities of its specification. Then we present
formal specifications and algorithms to deal with them in practice.