This document discusses how semantic technologies can be used to support digital humanities research. It describes knowledge production through both manual and automatic semantic annotation. Examples are given of analyzing literature and film from different historical periods and cultures. Research topics mentioned include semantic knowledge discovery, applications for digital libraries and cultural studies, and analyzing language evolution and rhetoric through narratology. Semantic annotation is presented as an enabling technology for digital humanities scholarship.