Determine matching category paths from offer titles

Hi!

I would like to know if ChatGPT or another appropriate AI tool is suitable to identify suitable category paths for a list of offer titles/product titles from a predefined list of category paths. The most suitable category path is to be identified for each offer title.

Simplified example:
Given offer title: “Dining Room table mizzo extendable white”

List of category paths:
Furniture & Living > Furniture & Fittings > Sofas
Furniture & living > Furniture & furnishings > Living room sofas
Furniture & Living > Furniture & Fittings > Tables
Furniture & Living > Furniture & Fittings > Chairs
Furniture & living > Furniture & furnishings > Other furniture
Garden & Plants > Garden furniture > Garden chair cushions
Garden & Plants > Garden furniture > Garden tables
Garden & Plants > Garden furniture > Garden benches

As a result I expect “Furniture & Living > Furniture & Fittings > Tables”, because the offer title clearly refers to a table and it is not a garden table.

Can this use case be realised with the help of ChatGPT 3 or 4 or another AI tool? The Excel list with several thousand category paths is very extensive.

Thank you in advance!
Markus

i’m looking to implement something like this as well - did you find an optimal solution? any suggestions?