Such actions would have only dragged things out, rather than putting the whole matter to bed as soon as possible. Any such punishment always has the potential to cause friction between the party's Maori faction and the leadership, something which might have easily spilled into the public domain.
Cunliffe's method of dealing with Taurima has been to paint him as a good bloke who had suffered an unusual lapse of judgment - and the responsibility for dealing with that lapse rested with Taurima's employer, TVNZ.
In pushing that line, Cunliffe was helped by two things. First, Taurima's swift resignation which effectively stifled National from exploiting Labour's patent discomfort, even though some Cabinet ministers and other National MPs who felt they had been subject to less than impartial interviews by Taurima were itching to do so.
Second, TVNZ has admitted that in hindsight it had been a mistake to allow Taurima to return to his management role after he failed to secure the Labour candidacy at last year's Ikaroa-Rawhiti byelection. The state-owned company has also promised an inquiry.
Thus, at least so far, Cunliffe and Labour have got off comparatively lightly.
Sure the Labour leader had to endure some serious teasing by John Key in Parliament with the Prime Minister turning a question on unemployment and the difficulty those out of work had in finding a new job back on Cunliffe by noting there was now a vacancy in TVNZ for a senior executive.
The big question now is whether the Labour leadership can afford Taurima becoming a candidate at this year's election. Or whether the party's Maori wing realises he has done his chips?