Classifier Instance:

Anchor text: John Kerry
Target Entity: John_Kerry
Preceding Context: In the 2004 presidential election
Succeeding Context: won 52% of the vote, whereas George W. Bush won 46% of the vote. In the 2006 state governor election, Arnold Schwarzenegger got just over 62% of the vote, while Democratic opponent Phil Angelides got over 34%. In the 2008 presidential election, however, Barack Obama won 69% of the vote in Agoura Hills, while John McCain only won 29% of the vote. Overall, Agoura Hills is perhaps the most liberal city in the Conejo Valley, particularly on environmental issues.
Paragraph Title: Government and infrastructure
Source Page: Agoura Hills, California

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