aspg-33-2061-1792226265 20261017083745 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Galoitica: Journal of Mathematical Structures and Applications GJMSA 2834-5568 2023 8 1 Prem Kumar Singh Department of Computer Science and Engineering, Gandhi Institute of Technology and Management-Visakhapatnam, Andhra Pradesh 530045, India ORCID: orcid.org/0000-0003-1465-6572 Recently, many researchers paid attention towards exploration of dark data sets. In this process, a problem is addressed while characterization of dark data sets and its representation. One of the suitable examples is cricket data analysis where a match among two team’s likes India-Pakistan does not depends on win, draw or loss. There are many matches where Pakistan (or India) losses the match from any weak team in case India (or Pakistan) get out from the Tournament. These types of hidden or dark uncertainty can be represented via Human quantum Turiyam cognition in four dimensional rather than three-dimensional unconscious set. To understand these types of problems current paper tried to explore the Turiyam set with an illustrative and its distinction from other available sets. 2023 08 19 2061 https://creativecommons.org/licenses/by/4.0/ 10.54216/GJMSA.080101 https://americaspg.com/journal/33/article/2061 https://americaspg.com/storage/91694726103.pdf