Parts of Speech for Reasoning
rea·son·ing
R r Gramatical Hierarchy
Grammatically "Reasoning" is a noun, to be more precise even a variable noun. But also it is used as a idiom, specifically a variable noun. Part of speech depends on meaning of this word.
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