Leo: Given the sentence "The woman is at marketplace buying fish from an arabic person." is it true that "The woman is conversing with the arabic man."?
Mei: OK, So, let's think first...
Me:
The woman is at marketplace buying fish from an Arabic person does not imply that she is conversing with the Arabic man.
Thus, the answer is it is not possible to tell.