Based out of The Hague, the ICJ has a bench of 15 judges, five of whom are elected every three years for a nine-year term.
Along with justice Bhandari and justice Greenwood, three others -- Ronny Abraham of France, Antnio Augusto Canado Trindade of Brazil and Abdulqawi Ahmed Yusuf of Somalia -- were seeking re-election. Their terms expire on February 5, 2018.
Nawaf Salam of Lebanon was also in the fray, making a total of six candidate for five positions.
Stakes are now high for both India and Britain for the last seat.
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In the fourth round, Bhandari received a majority -- 115 votes -- in the General Assembly, while Greenwood received 76 votes.
However, in the 15-membered Security Council Greenwood got majority (nine) of the votes as against six votes by Bhandari.
As a result, another round of votes have been scheduled for Monday.
As per the United Nation's ICJ election rules, the candidates need to get absolute majority in both the General Assembly and the Security Council.
That means 97 votes in the Assembly and eight votes in the Security Council are required to win the ICJ election.
Several rounds of elections were held today at the General Assembly and the Security Council in the absence of any candidates getting absolute majority.
A former judge of the Supreme Court, Bhandari, 70, was elected to the International Court of Justice in April 27, 2012 following a vacancy after the resignation of sitting court judge Awn Shawkat Al-Khasawneh from Jordon on being appointed as the Prime Minister.
Bhandari had received 122 votes in the UN General assembly as against 58 for Florentino Feliciano from the Philippines.