"고양이의 색깔은 노랑이에요."
Translation:The cat's color is yellow.
No, it isn't. If the main topic is the cat, and you're describing various things about it, it's perfectly normal. I think you mean just in general conversation, this is not the first way most people would describe a cat's colour.