A prime splits completely in L over K (an extension of number fields) if and only if
it splits completely in the Galois closure of L over K. Thus to answer the question we may assume that L is Galois over K.
Ben Linowitz's argument then holds in generality: suppose that all wp congruent to 1 modulo some conductor mathfrakm split in L. Then by the Lemma in Ben's answer, L is contained in the ray class field of conductor mathfrakm over K, and hence is abelian.
(As far as I can tell, this is not at all obvious without class field theory, and in fact, a big part of the development of class field theory involved the realization that class fields
--- which were defined in terms of splitting conditiosn described by congruences --- were the same things as abelian extensions. In some sense, the equivalence of these two conditions is the essence of class field theory.)
[EDIT:] This edit is in response to Buzzard's comments on the original question, and also his answer and subsequent comments.
Suppose that L over K is Galois (as we may) and that for some non-empty subset S in some ray
class group Clmathfrakm we know that all (but finitely many) primes lying in S mod mathfrakm split in L.
If we furthermore assume if and only if in the preceding statement, then Buzzard's answer shows that S must contain the trivial class, and hence L is an abelian extension contained in the ray class field of conductor mathfrakm; class field theory then takes over to show that S is in fact a subgroup.
But what if we don't assume if and only if (i.e. we allow that other primes besides those
lying in S split)? Can we still argue that L is abelian over K?
Let L′ be the compositum of L and the ray class field of conductor mathfrakm
over K, let G=Gal(L/K), and let G′=Gal(L′/K).
Then G′hookrightarrowGtimesClmathfrakm (via the Galois action on L′
and the ray class field resp.); let p and q be the first and second projections
(note that they are both surjective).
Our assumption translates into the statement that p(q−1(S))=1, i.e.
q−1(S)subset1timesClmathfrakm.
Now choose sinS, and suppose that (g,1)inG′. The previous paragraph together with the surjectivity of q shows that also (1,s)inG′. Then (g,1)(1,s)=(g,s)inG′,
since G′ is a subgroup of the product. But (g,s) lies in q−1(S), hence g=1.
In other words, if the second coordinate of an element of G′ is trivial, so is
the first. Thus in fact L′ equals the ray class field of conductor mathfrakm,
i.e. L is contained in the latter field. This is what had to be shown.
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