Text data is often seen as “take-away” materials with little noise and easy to process information. Main questions are how to get data and transform them into a good document format. But data can be sensitive to noise often called ambiguities. Ambiguities are aware from a long time, mainly because polysemy is obvious in language and context is required to remove uncertainty. One claim in this p...