The story
From the legend that there was an oak tree or trees situated at the meeting place of the three Shires - Derbyshire, Yorkshire and Nottinghamshire. The village and parish still border onto South Yorkshire, but Derbyshire now borders the south of the parish.
Etymology from Wiktionary, CC BY-SA 4.0.