Musannaf Ibn Abi Shayba 1:1698

Ja'far ibn 'Awn narrated to us, from Abu Hanifa, from Hammad, from Ibrahim, who said: The one who has performed tayammum remains upon his tayammum as long as he does not commit hadath (an act that invalidates ritual purity).