The citation for the prestigious Tipperary International Peace Award hails his role in the formation of the coalition government at Stormont, most notably overseeing the devolution of policing and justice powers from Westminster to Stormont in 2010.
It reads: "Mr Robinson has been involved in Northern Irish politics for over 40 years, being a founding member of the DUP, and was the leader of the Democratic Unionist Party (DUP) from 2008 to 2015.
"On 5 June 2008 he was ratified by the Northern Ireland Assembly as First Minister with Sinn Fein's Martin McGuinness as Deputy First Minister. In February 2010 Robinson and McGuinness oversaw the devolution of policing and justice powers from the British Parliament to the Northern Ireland Assembly, negotiating a power-sharing deal with Sinn Fein. This process ensured that devolution in Northern Ireland was able to be fully completed."
Other nominees for the prize include former president Mary Robinson, German Chancellor Angela Merkel, US Secretary of State John Kerry and former president of Israel Shimon Peres.
The Tipperary Peace Convention said the winner would be announced in the coming days and the award would be presented during a special ceremony later in the year.
Humanitarian, entrepreneur and adventurer Chris Catrambone and his wife Regina, who founded the Migrant Offshore Aid Station (Moas), have also been shortlisted.
The couple, who invested eight million dollars and bought a 40m rescue boat, two drones, and hired a 20-person crew including sailors, rescuers, doctors and paramedics, have saved nearly 12,000 people stranded during dangerous migrant crossings in the Mediterranean.
Last year United Nations secretary-general Ban Ki-moon received the award for his role in tackling climate change, global conflicts and natural disasters, following in the footsteps of South African president Nelson Mandela, Live Aid organiser Bob Geldof and Pakistani schoolgirl and Nobel laureate Malala Yousafzai.
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