1. A system providing at least one analysis selected from the group comprising translating, transliterating and back-transliterating, the system comprising: an information extraction engine structured and arranged to receive an input from at least one electronic source documents; a language detection module structured and arranged to classify the input based on an origin of the input; a vocabulary module structured and arranged to map the input to an electronic database derived from words based on the origin of the input; a transliteration module structured and arranged to produce multiple back-transliterated and translated forms for the input in a Romanized language and calculate confidence scores for the multiple back-transliterated and translated forms; and an output module to provide the multiple translated and back-transliterated forms and the confidence score in a format compatible with machine translation systems for the input.