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Maurice
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NuExtract isn't an instruct model — fed a plain chat prompt it just echoes the schema back. Detect a NuExtract model by id and talk to it the way the model cards document: the JSON template inlined in a single user message, no system prompt, no json_schema, temperature 0. Its flat result is mapped back to the same KiReservation shape the rest of the pipeline already uses, so nothing downstream changes; every other model keeps the generic prompt. Money is taken as a verbatim string and parsed locally (German "1.580,22 €" otherwise comes back as 1.49772), a rental car's pickup/return ride the from/to fields so a stray form label doesn't become the location, and a lodging with no name falls back to its address instead of being dropped.