What you are referring to, I believe is a plain text or a rich text
Content Control.
You find these on the
Developer Tab.
In older documents it may have been a Text FormField. These are also on the
Developer Tab but I would recommend using the Content Controls instead. These are "legacy" formfields kept in the program for backward compatibility. Some people, mistakenly, refer to these as "text boxes."
The term "Text Box" in Word, refers to a graphical element, a box, in which text is typed outside of the regular document layer. These can be found under the Insert tab.
Resources: