'Chastised' in the Bible

For with thee am I, An affirmation of Jehovah -- to save thee, For I make an end of all the nations Whither I have scattered thee, Only, of thee I do not make an end, And I have chastised thee in judgment, And do not entirely acquit thee.

I have surely heard Ephraim bemoaning himself, 'Thou hast chastised me, And I am chastised, as a heifer not taught, Turn me back, and I turn back, For thou art Jehovah my God.