3. (Third conditional) If the weather _______ (not be) so cold, we _______ (go) to the beach.

In Third Conditional sentences, we use 'if + past perfect' in the first part and 'would have + past participle' in the second part.

Therefore, the correct answer is:

If the weather had not been so cold, we would have gone to the beach.