With due respect to Sh.Mukand Thakkar, Sir I further express my views as under:-
The phrase "For Industrial Use or Industrial Purpose' is very much relevant in Central Excise wherein it means that good are not meant for further sale but for industrial consumption in manufacture of an other excisable product in another factory, may be sister concern or other units. 'Supply of water' is service and no manufacturing activity is involved. Here "With Tanker" stands for supply in bulk. In Service Tax sector, there is no such pre-condition/pre-requisite for availing input service credit. Only nexus is to be established as already advised above.
However, as expressed by Sh.Mukund Thakkar, Sir and Sh.Himansu Sha Ji, if the supplier is ready to rectify the bill with the words, " For Industrial/Construction purpose/use", there is no harm to this addition on the bill. The Department would not object in both ways i.e. with these remarks or without these remarks on the invoice.
The purpose is that the assessee should remain tension-free. Otherwise legally there is no problem.