In this paper, we present the results of searching for long-distance dependencies in an automatically annotated treebank for Dutch. We concentrate on phenomena that have recently been subject to debate, and where conflicting claims have been made regarding the question whether these constructions actually occur with some frequency in spontaneous language use. Long-distance dependencies involving a tensed or infinitival subordinate clause are quite rare and show collocational effects. Resumptive prolepsis and R-pronominal parasitic gaps are outside the scope of the computational grammar. We show that access to syntactic annotation even in such cases helps to find positive examples relatively quickly.