We do not currently know of any antonyms for extension field.
The noun extension field is defined as:
A field which contains another field — its "base field" — as its subfield; the extension field is obtained from its base field by adjoining certain elements to it; these extra elements may be considered to have the effect of making the extension field behave as if it were a vector space of finite dimension over the base field.
