Question: Preston North End Football Club, an English association football club based in the Deepdale area of Preston, Lancashire, was founded in which year, they were the only team to be known by this nickname for 115 years until Arsenal completed their 2003–04 season without a defeat?
Sentence (from "2003–04 Arsenal F.C. season"): Arsenal fared less well in the cups, eliminated in the FA Cup and League Cup semi-finals to Manchester United and Middlesbrough respectively, and at the quarter-final stage of the UEFA Champions League to Chelsea.
Relevant evidence: No