1) The document presents proScript, a dataset of 6,400 partially ordered scripts crowdsourced from existing corpora. 2) It introduces two complementary tasks for working with partially ordered scripts: edge prediction and script generation. 3) A pre-trained neural language model is adapted to generate partial-order scripts for the first time, outperforming a random baseline according to a graph edit distance evaluation metric.