No one's semantic lexicon is ever complete. People cope through the adroit use of context. Machines should do the same. In this position paper I suggest that a large part of this context consists of deep knowledge about adjectives, adverbials, and other linguistic forms whose meaning cuts across subject domains. This is a new direction for research that complements the large effort on ontology induction and could accelerate work on reading for reasoning.