The terminology is misleading you. “Hallucinate” is misleading here. In the given example, a classification is being done very successfully - it’s just that it

The terminology is misleading you. “Hallucinate” is misleading here. In the given example, a classification is being done very successfully - it’s just that it requires an extra step to map it to an arbitrary predefined list of classifications. If you can articulate why you think this isn’t a good approach, I’d be interested to hear it.