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Patterns describe the syntactic behaviour of lexical items by specifying their local environment. This paper reports on a pilot study to automatically recognise those patterns in text. This study has been successful in producing a system that identifies patterns using only limited linguistic knowledge. It also has raised several issues which will have to be dealt with in future work.