Is entity resolution a good use case for Gen AI

I wanted to check with the community if ER(entity resolution) is a good use case for Gen AI. I think not as Gen AI models are sequence to sequence models. We may need a more traditional approach for ER. Gen AI can probably be the conversational layer that can use the ER as a tool. I wanted to seek inputs from other practitioners.

I think it’s not a good tool for Entity Resolution or Identity Resolution.

No doubt it can help in identify data into single data source but generative AI in entity resolution can be limited by the quality of the training data. I could be that some of the pattern in the Data couldn’t be identified by the AI in case the Training Data is old. Not to mention, passing the sensitive info to AI has its problems.