That's their fault. Now, if he had promised he was Combat, then they may have a defense. But, they declared loot rules, then backed out.
It's fundamentally no different than someone taking the mats for an enchant, then logging off.
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But, that would have been part of the actual loot rules.
It's why I ask what the loot rules are when I get into any non-guild group.