Classifier Instance:

Anchor text: Clermont-Ferrand
Target Entity: Clermont\u002dFerrand
Preceding Context: Indeed, he served as President of the UDF from 1988 to 1996, but he was faced with the rise of a new generation of politicians called the "renovationmen". Most of the UDF politicians supported the candidacy of the RPR Prime minister Édouard Balladur at the 1995 presidential election, but Giscard supported his old rival Jacques Chirac, who won the election. That same year Giscard suffered a humiliating defeat when he was defeated in a bid for the mayoralty of
Succeeding Context:
Paragraph Title: After 1981 defeat
Source Page: Valéry Giscard d'Estaing

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