8. The method of claim 7 , wherein creating said linearized tuples comprises transforming the parsed, tokenized input text into one or more linearized conceptual tuple graphs (TCGs), said transforming comprising executing an algebraic-based syntactic transformation with a processor in accordance with instructions stored in a memory to generate at least a first tuple conceptual graph (TCG) comprising one or more of a first name or other TCG identifier and a first set of linearized tuples.
8. The method of claim 7 , wherein creating said linearized tuples comprises transforming the parsed, tokenized input text into one or more linearized conceptual tuple graphs (TCGs), said transforming comprising executing an algebraic-based syntactic transformation with a processor in accordance with instructions stored in a memory to generate at least a first tuple conceptual graph (TCG) comprising one or more of a first name or other TCG identifier and a first set of linearized tuples. 9. The method of claim 8 , wherein said transforming further comprises generating: for the input text, a first TCG comprising one or more of a first name or other TCG identifier and a first set of linearized tuples, and for a plurality of candidate semantically related texts, at least one other TCG comprising one or more of a name or other TCG identifier and at least one other set of linearized tuples, and wherein each of the first TCG and at least one other TCG comprise stored semantic relationships.