Let be a polarized projective variety or a subvariety of a product of projective spaces and let be its (multi-)homogeneous coordinate ring. Given a full-rank valuation on we associate weights to the coordinates of the projective space, respectively, the product of projective spaces. Let be the vector whose entries are these weights. Our main result is that the value semi-group of is generated by the images of the generators of if and only if the initial ideal of with respect to is prime. We further show that $w_{\mathfrak v}I$. Applying our result to string valuations for flag varieties, we solve a conjecture by \cite{BLMM} connecting the Minkowski property of string cones with the tropical flag variety. For Rietsch-Williams’ valuation for Grassmannians our results give a criterion for when the Pl"ucker coordinates form a Khovanskii basis. Further, as a corollary we obtain that the weight vectors defined in \cite{BFFHL} lie in the tropical Grassmannian.

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