Model scaling can improve selection while weakening schema obedience
For constrained identifier selection, a larger language model can improve field agreement while producing more invalid candidate identifiers. Always validate the selected ID against the supplied candidate set and fail closed; do not treat stronger semantic selection as stronger p…