Semantic interpretation may be easily integrated into a probabilistic time-series model if it is formulated as a type of transition, from source to destination referents of equivalent type at adjacent time steps.
while relations in an ordinary Montagovian interpretation framework (Montague 1973) may be functions from entity referents to truth value referents, all relations in the world model defined here must be transition functions from entity referents to entity referents.