We introduce the Illinois Intentional Tort Qualitative Dataset, a set of Common Law cases in Assault, Battery, Trespass, and Self-Defense, machine-translated into qualitative predicate representations. discuss involved, natural language understanding system used to translate logic, validation measures that serve as performance baselines for future AI research using dataset.