Wouldn't reasoning training be expected to cause catastrophic forgetting of ground truth random fact stuff learned in the main training? Do they keep mixing in

Wouldn't reasoning training be expected to cause catastrophic forgetting of ground truth random fact stuff learned in the main training? Do they keep mixing in the original training data?