Barton is home to two ghost stories. The first tells of a woman accidentally killed by her father after she threatened to run away with a knight. Her face is said to appear in the lake and anyone seeing her face should be blessed with good luck.
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The second was in the Rectory at Barton, The ghost of Miss Nelson is reported to accompany her portrait. Once haunting Cobb Hall, Yaxley, the ghost moved to Barton Turf when the painting was bought by the current owner. The painting was stolen in 1995 - the ghost vanished with it!