The present invention is a method and system for identifying or realizing an output sequence using a grammar that can be used to encode semantic representation of the output. A goal incorporating a semantic representation is obtained and rules in the grammar are identified as having semantic representation components that can be matched with semantic representation components of the goal or portions thereof. The output sequence is realized based on the rules identified.