This paper describes the importance of neu-trosophy theory in order to find a method that could solve the uncertainties arising on discursive analysis. The aim of this pilot study is to find a procedure to diminish the uncertainties from public discourse induced, especially, by humans (politicians, journalists, etc.). We con-sider that Neutrosophy Theory1 is a sentiment analysis specific case regarding processing of the three states: positive, negative, and neutral. The study is intended to identify a method to answer to uncertainties solving in order to sup-port politician's staff, NLP specialists, artificial intelligence researchers and generally the electors.