Well yes, but actually no
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"Hombre no binario" and "Mujer no binaria". Or, if you prefer, "Persona no binaria". So, it's not the gender of the person, but the gender of the noun.
Damn you for bringing logic and context in here
This is the only right answer
What about nonbinary nouns?