  Prepositional supersense annotation is time-consuming and requires expert
training. Here, we present two sensible methods for obtaining prepositional
supersense annotations by eliciting surface substitution and similarity
judgments. Four pilot studies suggest that both methods have potential for
producing prepositional supersense annotations that are comparable in quality
to expert annotations.
