According to Official Guinness Records,
The fastest time to lunge a mile (female) is 31 min 51 sec and was achieved by Irene Call (USA) in Stansbury Park, Utah, USA on 16 November 2013.
For a complete list of 2013 records, please visit 2013 Guinness Records in United States.