The classifier at the root of generating the desired output (dependency graphs and semantic role assignments) is Classifier 1, which predicts the semantic and syntactic dependencies that hold between two tokens.
the classifier predicts incorrect dependencies to a certain degree, and does not produce a graph in wich all tokens have at least a syntactic head.