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We study the finite basis problem for flat semirings of the forms , , and , where is a nonempty set of words in a free commutative semigroup, a free commutative monoid, and a free monoid, respectively. We completely classify such flat semirings with respect to the finite basis property, allowing to be infinite. We prove that is finitely based if and only if every word in is either a cube of a letter or has length at most two, whereas and are finitely based if and only if consists solely of the empty word. As applications, we recover the nonfinite basability of and the max-plus semiring .

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