TASK DEFINITION: From the given sentence, extract the phrase (often noun or verb) that carries the given relationship. The generated phrase should be present in the sentence.
PROBLEM: Given Relationship: 'begin in', Sentence: 'Planning for these accounts generally begins in September or October , so now is the time to start thinking about this payment option .'

SOLUTION: begins

PROBLEM: Given Relationship: 'lose to', Sentence: 'John McCain agreed to carry on the FRP-Republican Party agreement , but lost to Barack Obama .'

SOLUTION: lost

PROBLEM: Given Relationship: 'be choice for', Sentence: 'Speculation is increasing that Barack Obama 's choice for vice president will be foreign policy expert Joe Biden .'

SOLUTION:
choice