I have tried to use chatgpt to identify novels and songs from descriptions and it is poor at it. This is despite, I assume , ingesting reviews and descriptions

I have tried to use chatgpt to identify novels and songs from descriptions and it is poor at it. This is despite, I assume , ingesting reviews and descriptions of popular novels and even ingesting the novels themselves. Perhaps the training itself isn't enough for the model to be able to identify what work it is being trained on?