It was Chelsea manager Jose Mourinho who reportedly referred to West Brom in that way following a 2-2 draw at Stamford Bridge, when the hosts got out of jail with a controversial last-gasp penalty, for which referees' chief Mike Riley later apologised.
Steve Clarke's side have taken just one point from four matches since then, undoing their good early-season work and leaving the Baggies 15th in the Premier League.
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"They know we'll give anybody a game, be it home or away. We showed that at Stamford Bridge."
Penalty decisions have been a sore subject for Clarke's charges, who were unfortunate not be awarded a spot kick in October's 0-0 draw at Stoke City, while Norwich City's Martin Olsson also escaped punishment for a handball on the line as the Baggies lost 2-0 on Saturday.
"We've been unfortunate in a couple of games," Brunt remarked. "I think the Stoke one was the most blatant where we didn't get a penalty for the foul on Youssouf Mulumbu - but [referee] Howard Webb has come out and apologised afterwards that he got it wrong. At least he has held his hands up and admitted that.
"Chelsea was so disappointing because we all knew it wasn't a penalty and I think you can tell by the reaction of the other team.
"The powers that be even felt they had to apologise for it but it's done and dusted and swept under the carpet, as far as we're concerned."