As the tasks of autonomous manipulation robots get more complex, the tasking of the robots using natural-language instructions becomes more important. Executing such instructions in the way they are meant often requires robots to infer missing, and disambiguate given information using lots of common and commonsense knowledge. In this work, we report on Probabilistic Action Cores (PRAC) [21] – a...