14. A system for textual statement relationship identification, the system comprising: a database configured to store a first set of textual statements and a second set of textual statements; a text analysis system comprising a pre-processing module, a processor, non-transitory computer readable storage medium, and a graphics processor wherein: the pre-processing module is configured to remove non-alpha numeric characters from one or more textual statements; the processor is in communication with the pre-processing module and is configured to receive pre-processed textual statements; the non-transitory computer readable storage medium has stored therein data instructions executable by the processor to cause the processor to perform acts of: identifying a textual statement pair that includes a first textual statement and a second textual statement, the first textual statement comprising a first set of words and the second textual statement comprising a second set of words; extracting a parsed word group pair from the textual statement pair, where the parsed word group pair includes a first parsed word group from the first textual statement and a second parsed word group from the second textual statement, wherein the parsed word group pair includes a plurality of term pairs, the plurality of term pairs including a verb pair comprising a verb from the first word group and a verb from the second word group, an object pair comprising an object from the first word group and an object from the second word group, and a preposition pair comprising a preposition from the first word group and a preposition from the second word group; comparing, for the textual statement pair, the first parsed word group and the second parsed word group; calculating a verb pair sub-score, an object pair sub-score, and a preposition pair sub-score based on comparison of the textual statement pair, the first parsed word group and the second parsed word group; calculating, a parsed word score for the textual statement pair, wherein the parsed word score is based on comparison of the first parsed word group and the second parsed word group wherein the parsed word score is a product of at least one of the verb pair sub-score, the object pair sub-score, and the preposition pair sub-score; determining a match score for the textual statement pair based on the parsed word score; and generating a user interface configured to depict one or more first textual statements and one or more second textual statements along with one or more match indicators that visually indicate a match between one or more of the first textual statements and one or more of the second textual statements; communicating the generated user interface to the graphics processor; and the graphics processor is in communicating with a display to thereby cause the display to visually display the generated user interface.
14. A system for textual statement relationship identification, the system comprising: a database configured to store a first set of textual statements and a second set of textual statements; a text analysis system comprising a pre-processing module, a processor, non-transitory computer readable storage medium, and a graphics processor wherein: the pre-processing module is configured to remove non-alpha numeric characters from one or more textual statements; the processor is in communication with the pre-processing module and is configured to receive pre-processed textual statements; the non-transitory computer readable storage medium has stored therein data instructions executable by the processor to cause the processor to perform acts of: identifying a textual statement pair that includes a first textual statement and a second textual statement, the first textual statement comprising a first set of words and the second textual statement comprising a second set of words; extracting a parsed word group pair from the textual statement pair, where the parsed word group pair includes a first parsed word group from the first textual statement and a second parsed word group from the second textual statement, wherein the parsed word group pair includes a plurality of term pairs, the plurality of term pairs including a verb pair comprising a verb from the first word group and a verb from the second word group, an object pair comprising an object from the first word group and an object from the second word group, and a preposition pair comprising a preposition from the first word group and a preposition from the second word group; comparing, for the textual statement pair, the first parsed word group and the second parsed word group; calculating a verb pair sub-score, an object pair sub-score, and a preposition pair sub-score based on comparison of the textual statement pair, the first parsed word group and the second parsed word group; calculating, a parsed word score for the textual statement pair, wherein the parsed word score is based on comparison of the first parsed word group and the second parsed word group wherein the parsed word score is a product of at least one of the verb pair sub-score, the object pair sub-score, and the preposition pair sub-score; determining a match score for the textual statement pair based on the parsed word score; and generating a user interface configured to depict one or more first textual statements and one or more second textual statements along with one or more match indicators that visually indicate a match between one or more of the first textual statements and one or more of the second textual statements; communicating the generated user interface to the graphics processor; and the graphics processor is in communicating with a display to thereby cause the display to visually display the generated user interface. 19. The system of claim 14 , wherein each parsed word group is a verb-object-preposition (VOP) triple including a verb, an object, and a preposition from each respective textual statement.