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The phrase "distinct categories" is correct and usable in written English.
It is typically used to describe two or more classes of things that are different and distinct from each other. For example, "The study identified three distinct categories of behavior among the students."
Exact(60)
Her novels fall into two distinct categories.
Going forward, these cases will fall into five distinct categories.
The people who stop him in the street now fall into two distinct categories.
The bulk of the graffiti that we spotted falls into two distinct categories: mitigation and relativism.
But the picture demonstrates how blurry those seemingly distinct categories actually are.
Like the law professor he once was, Obama divided the prisoners into "five distinct categories".
We saw the possibilities of bringing together two now distinct categories".
Blake's work on the play now comes in three distinct categories.
These reports are given a "risk rating" in three distinct categories: critical, major and minor.
The current crop of heavy-hitting best sellers divides into distinct categories.
The new journalistic entrepreneurs fall into two distinct categories.
Related(20)
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com