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I thought tamagoyaki (卵焼き) was fried/grilled egg? 卵 tamago = egg, 焼き yaki = fried/grilled.

Exactly, but this word is used to address specific recipe: http://www.japanesecooking101.com/tamagoyaki-recipe/