The universe is made of multidimensional and heterogenous interactions which can be represented by a graph. These interactions and the terms they connect are heterogeneous and multidimensional, and therefore current graph representations and analytics techniques are insufficient. Our article aims to show two issues: firstly, how these representations and analytics methods are limited and secondly, the possible solutions to overcome the multidimensionality and the heterogeneity of situations at the same time.