Yea, the article doesn't even mention anything which could be considered kidnapping in my understanding. It really makes it sound like a domestic dispute to me, but it wouldn't be as sensational an article if they said it was the child's father. But, we can't possibly know from what was included.

From checking other sources, it seems that it was the police who refused to elaborate further regarding his relationship with the victims.