In this paper, we explore the idea that the graded Grothendieck group , or equivalently its positive cone, the talented monoid, can detect the structural type of higher-rank graph algebras (i.e., higher-rank graph -algebras and Kumjian–Pask algebras). We show that the talented monoid captures some of the essential geometric information of a higher-rank graph, including the existence of cycles with and without entrances. In turn, we show that the graded -theory can effectively distinguish the class of locally finite Kumjian–Pask algebras, and also the class of crossed product Kumjian–Pask algebras. We also derive talented monoid criteria for higher-rank graph algebras to be purely infinite simple, and not to be or ultramatricial.

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