The \emph{graph of irreducible parabolic subgroups} is a combinatorial object associated to an Artin-Tits group defined so as to coincide with the curve graph of the -times punctured disk when is Artin’s braid group on strands. In this case, it is a hyperbolic graph, by the celebrated Masur-Minsky’s theorem. Hyperbolicity for more general Artin-Tits groups is an important open question. In this paper, we give a partial affirmative answer. For , we prove that the graph of irreducible parabolic subgroups associated to the Artin-Tits group of spherical type is also isomorphic to the curve graph of the -times punctured disk, hence it is hyperbolic. For , we show that the graphs of irreducible parabolic subgroups associated to the Artin-Tits groups of euclidean type $\widetilde A_n\widetilde C_n$ are isomorphic to some subgraphs of the curve graph of the -times punctured disk which are not quasi-isometrically embedded. We prove nonetheless that these graphs are hyperbolic.

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