Earl Odda had the chapel built for the benefit of the soul of his brother Ælfric, who died on 22 December 1053.
Late in the 16th or early in the 17th century the chapel building was re-used as part of a timber-framed farmhouse, Abbot's Court, which was built against its east wall.
In 1675 Sir John Powell, a local landowner, discovered a stone slab near Deerhurst.
Powell was a judge and would have been sufficiently educated to be able to decipher the slab's 11th-century Latin inscription concerning the dedication of the chapel.
The inscription translates: "Earl Odda ordered this royal hall to be built and dedicated in honour of the Holy Trinity for the soul of his brother Ælfric, taken up from this place.
Ealdred was the bishop who dedicated the building on the second day before Ides of April in the fourteenth year of the reign of Edward, king of the English".
George Butterworth, deduced from a chronicle of Tewkesbury Abbey and from the existence of Odda's Stone that there had been a chantry chapel in Deerhurst.