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          "output": "__START_OF_SOURCE 1__ <CONTENT> NonaMamulashvili(Georgian: ნონა მამულაშვილი; born 13 March 1977) is a Georgian political figure. In November 2020Nonawas elected a member of Parliament ofGeorgiaby party list, bloc: \"United National Movement - United Opposition, Strength is in Unity\". <\/CONTENT> <URL> https://en.wikipedia.org/wiki/Nona_Mamulashvili <\/URL> __END_OF_SOURCE 1__ __START_OF_SOURCE 2__ <CONTENT> The Supreme Representative Body ofGeorgiaadministering the legislative authority, determining the main directions of the domestic and foreign policy of the country and overseeing the Government <\/CONTENT> <URL> https://parliament.ge/en/parliament-members/2499/biography <\/URL> __END_OF_SOURCE 2__ __START_OF_SOURCE 3__ <CONTENT> Previously,Nonaworked as the regional director for Pfizer covering Caucasus and Central Asian countries. She also has extensive experience working in the public sector and was the senior advisor to the Analytical Group of the president ofGeorgiain 2005-2007, as well as a political analyst at the Ministry of Foreign Affairs ofGeorgiaat a ... <\/CONTENT> <URL> https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili <\/URL> __END_OF_SOURCE 3__ __START_OF_SOURCE 4__ <CONTENT> Amidst to the experience of working in the public sector,NonaMamulashviliwas a senior advisor to the Presidential Analytical Group of the President ofGeorgiain 2005-2007, and later became a political analyst at the Ministry of Foreign Affairs ofGeorgia. <\/CONTENT> <URL> https://cbw.ge/culture/nona-mamulashvili-becomes-a-georgian-winner-of-asiaglobal-fellows-program <\/URL> __END_OF_SOURCE 4__ __START_OF_SOURCE 5__ <CONTENT> NonaMamulashviliis a former Member of the Georgian Parliament and a civic leader with over two decades of experience spanning government, international business, and global policy advocacy. Her career bridges the public and private sectors, with a strong focus on diplomacy, strategic communication, and regional development across the Caucasus, Central Asia, Eastern Europe, Mongolia, and ... <\/CONTENT> <URL> https://www.hks.harvard.edu/about/nona-mamulashvili <\/URL> __END_OF_SOURCE 5__ __START_OF_SOURCE 6__ <CONTENT> NonaMamulashviliis a prominentpolitician, business leader, political analyst and former member of the parliament ofGeorgiaSince November 2020 representing party group \"United National Movement - United Opposition, Strength is in Unity\". <\/CONTENT> <URL> https://bpur.org/personality/nona-mamulashvili <\/URL> __END_OF_SOURCE 6__ __START_OF_SOURCE 7__ <CONTENT> Ms.NonaMamulashviliis a former Member of the Parliament ofGeorgia, where she served on the Foreign Affairs Committee and the NATO Parliamentary Assembly. She is currently a Fellow at the Harvard Kennedy School's Carr Center for Human Rights Policy, focusing on authoritarian surveillance systems and their impact on democracy and civil society. <\/CONTENT> <URL> https://camcanetwork.com/members/ms-nona-mamulashvili-116 <\/URL> __END_OF_SOURCE 7__ __START_OF_SOURCE 8__ <CONTENT> Previously, she worked as the Regional Director for Pfizer covering Caucasus and Central Asian countries.Nonaalso has extensive experience working in the public sector; she served as the Senior Advisor to the Analytical Group of President ofGeorgiabetween 2005-2007, and later as a political analyst at the Ministry of Foreign Affairs ofGeorgia. <\/CONTENT> <URL> https://www.mei.edu/person/nona-mamulashvili <\/URL> __END_OF_SOURCE 8__ __START_OF_SOURCE 9__ <CONTENT> NonaMamulashviliis the co-founder of the Gamziri platform, and she has dedicated her life to improving the civil society and politics ofGeorgia. Until recently, she was a member of the Georgian Parliament until she resigned. <\/CONTENT> <URL> https://www.hudson.org/events/georgia-ukraine-euro-atlantic-community-update-front-lines-freedom-mamuka-nona-mamulashvili <\/URL> __END_OF_SOURCE 9__ __START_OF_SOURCE 10__ <CONTENT> An expert in the public policy development process, as well as an accomplished business strategist and skilled diplomat, with a history of achievement at leading companies in diverse industries through the ever-increasing maze of legislative and regulatory challenges. Developing and implementing stakeholder engagement strategies with key government stakeholders in the USA, Eastern Europe and ... <\/CONTENT> <URL> https://app.onfrontiers.com/profile/nmamulashvili1 <\/URL> __END_OF_SOURCE 10__",
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          "output": "__START_OF_SOURCE 1__ <CONTENT> NonaMamulashviliis a former Member of the Georgian Parliament and a civic leader with over two decades of experience spanning government, international business, and global policy advocacy. Her career bridges the public and private sectors, with a strong focus on diplomacy, strategic communication, and regional development across the Caucasus, Central Asia, Eastern Europe, Mongolia, and ... <\/CONTENT> <URL> https://www.hks.harvard.edu/about/nona-mamulashvili <\/URL> __END_OF_SOURCE 1__ __START_OF_SOURCE 2__ <CONTENT> NonaMamulashviliis former member of the Parliament of Georgia (2020-2023) and currently a co-founder of Gamziri civic platform in Georgia. She is also a chairwoman of the Caucasus Economic Policy Institute, a think tank that promotes structural change and institutional development through policy research and advocacy in Caucasus and Central Asia.Nonais simultaneously the president of the ... <\/CONTENT> <URL> https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili <\/URL> __END_OF_SOURCE 2__ __START_OF_SOURCE 3__ <CONTENT> NonaMamulashviliis a prominent politician, business leader, political analyst and former member of the parliament of Georgia Since November 2020 representing party group \"United National Movement - United Opposition, Strength is in Unity\". <\/CONTENT> <URL> https://bpur.org/personality/nona-mamulashvili <\/URL> __END_OF_SOURCE 3__ __START_OF_SOURCE 4__ <CONTENT> Ms.NonaMamulashviliis a former Member of the Parliament of Georgia, where she served on the Foreign Affairs Committee and the NATO Parliamentary Assembly. She is currently a Fellow at the Harvard Kennedy School's Carr Center for Human Rights Policy, focusing on authoritarian surveillance systems and their impact on democracy and civil society. <\/CONTENT> <URL> https://camcanetwork.com/members/ms-nona-mamulashvili-116 <\/URL> __END_OF_SOURCE 4__ __START_OF_SOURCE 5__ <CONTENT> The Supreme Representative Body of Georgia administering the legislative authority, determining the main directions of the domestic and foreign policy of the country and overseeing the Government <\/CONTENT> <URL> https://parliament.ge/en/parliament-members/2499/biography <\/URL> __END_OF_SOURCE 5__ __START_OF_SOURCE 6__ <CONTENT> The second part examines the needs of women and girls with disabilities in the context of Georgia in terms of the access to justice and protection from violence, labor and employment, personal and family life,education, health and participation in public and political life. <\/CONTENT> <URL> https://www.ombudsman.ge/res/docs/2022032913195226234.pdf <\/URL> __END_OF_SOURCE 6__ __START_OF_SOURCE 7__ <CONTENT> Summary In the report on his visit to Georgia, from 25 September to 5 October 2018, the Independent Expert on protection against violence and discrimination based onsexualorientationand gender identity, Victor Madrigal-Borloz, assesses the implementation of existing national and international human rights standards to combat violence and discrimination based onsexualorientationand gender ... <\/CONTENT> <URL> https://documents.un.org/doc/undoc/gen/g19/139/35/pdf/g1913935.pdf <\/URL> __END_OF_SOURCE 7__ __START_OF_SOURCE 8__ <CONTENT> In 2018, there were increasing requests from the Australian Department of Foreign Affairs and Trade's (DFAT)DisabilitySection (DIS) for information on the intersection ofdisabilityand diversesexualorientation, gender identity and/or expression and sex characteristics (SOGIESC). <\/CONTENT> <URL> https://www.edgeeffect.org/wp-content/uploads/2020/08/Out-of-the-Margins_Full-Report_June-2020.pdf <\/URL> __END_OF_SOURCE 8__ __START_OF_SOURCE 9__ <CONTENT> This study report - Legal Situation of LGBTI persons in Georgia - was prepared by Human RightsEducationand Monitoring Center (EMC) within the frames of the EU-funded project \" Solidarity Network for LGBTI in Armenia and Georgia \" implemented by the South Caucasus Regional Ofice of the Heinrich Boell Foundation. <\/CONTENT> <URL> https://feminism-boell.org/sites/default/files/emc_legal_situation_of_lgbti_persons_in_georgia_eng.pdf <\/URL> __END_OF_SOURCE 9__ __START_OF_SOURCE 10__ <CONTENT> Out of the Margins People with disabilities and diversesexualorientation, gender identity, expression and sex characteristics (SOGIESC) in humanitarian and development contexts This brief summarises findings from research intodisabilityand diverse SOGIESC intersectionality in development and humanitarian contexts. <\/CONTENT> <URL> https://www.edgeeffect.org/wp-content/uploads/2020/08/Out-of-the-Margins_Learning-Brief_June2020.pdf <\/URL> __END_OF_SOURCE 10__",
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          "output": "__START_OF_SOURCE 1__ <CONTENT> NonaMamulashvili(Georgian: ნონა მამულაშვილი; born 13 March 1977) is a Georgian political figure. In November 2020Nonawas elected a member of Parliament of Georgia by party list, bloc: \"United National Movement - United Opposition, Strength is in Unity\". <\/CONTENT> <URL> https://en.wikipedia.org/wiki/Nona_Mamulashvili <\/URL> __END_OF_SOURCE 1__ __START_OF_SOURCE 2__ <CONTENT> Nonaobtained a bachelor'sdegreein business administration from the International Black SeaUniversityin Georgia, a master'sdegreein diplomatic studies from theUniversityof Westminster in the UK, and a PhD in international relations from theUniversityof Sorbonne in France. <\/CONTENT> <URL> https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili <\/URL> __END_OF_SOURCE 2__ __START_OF_SOURCE 3__ <CONTENT> NonaMamulashviliis a former Member of the Georgian Parliament and a civic leader with over two decades of experience spanning government, international business, and global policy advocacy. Her career bridges the public and private sectors, with a strong focus on diplomacy, strategic communication, and regional development across the Caucasus, Central Asia, Eastern Europe, Mongolia, and ... <\/CONTENT> <URL> https://www.hks.harvard.edu/about/nona-mamulashvili <\/URL> __END_OF_SOURCE 3__ __START_OF_SOURCE 4__ <CONTENT> Nonaobtained a bachelor'sdegreein business administration from the International Black SeaUniversityin Georgia, a master'sdegreein diplomatic studies from theUniversityof Westminster in the UK, and a PhD in international relations from theUniversityof Sorbonne in France. <\/CONTENT> <URL> https://www.asiaglobalinstitute.hku.hk/about/people/nona-mamulashvili <\/URL> __END_OF_SOURCE 4__ __START_OF_SOURCE 5__ <CONTENT> NonaMamulashviliis a fellow with MEI's Frontier Europe Initiative. She currently leads the Caucasus Economic Policy Institute, a think tank promoting structural change and institutional development through policy research and advocacy in the Caucasus. <\/CONTENT> <URL> https://www.mei.edu/person/nona-mamulashvili <\/URL> __END_OF_SOURCE 5__ __START_OF_SOURCE 6__ <CONTENT> NonaMamulashvili, founder and chairman of the Caucasus Institute for Economic Policy, is the winner of the 2020 AsiaGlobal Fellows program at Hong KongUniversity. <\/CONTENT> <URL> https://cbw.ge/culture/nona-mamulashvili-becomes-a-georgian-winner-of-asiaglobal-fellows-program <\/URL> __END_OF_SOURCE 6__ __START_OF_SOURCE 7__ <CONTENT> Ms.NonaMamulashviliis a former Member of the Parliament of Georgia, where she served on the Foreign Affairs Committee and the NATO Parliamentary Assembly. She is currently a Fellow at the Harvard Kennedy School's Carr Center for Human Rights Policy, focusing on authoritarian surveillance systems and their impact on democracy and civil society. <\/CONTENT> <URL> https://camcanetwork.com/members/ms-nona-mamulashvili-116 <\/URL> __END_OF_SOURCE 7__ __START_OF_SOURCE 8__ <CONTENT> An expert in the public policy development process, as well as an accomplished business strategist and skilled diplomat, with a history of achievement at leading companies in diverse industries through the ever-increasing maze of legislative and regulatory challenges. Developing and implementing stakeholder engagement strategies with key government stakeholders in the USA, Eastern Europe and ... <\/CONTENT> <URL> https://app.onfrontiers.com/profile/nmamulashvili1 <\/URL> __END_OF_SOURCE 8__ __START_OF_SOURCE 9__ <CONTENT> The Supreme Representative Body of Georgia administering the legislative authority, determining the main directions of the domestic and foreign policy of the country and overseeing the Government <\/CONTENT> <URL> https://parliament.ge/en/parliament-members/2499/biography <\/URL> __END_OF_SOURCE 9__ __START_OF_SOURCE 10__ <CONTENT> HKU AGI Welcomes 18 Influential Fellows from Belt and Road Initiative Countries and Beyond MsNonaMamulashvili, politician, business leader, and political analyst who served as a member of the ... <\/CONTENT> <URL> https://www.hku.hk/press/news_detail_26479.html <\/URL> __END_OF_SOURCE 10__",
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        "text": "```json\n{\n  \"educational_attainment\": \"PhD in International Relations from the University of Sorbonne (France); Master's degree in Diplomatic Studies from the University of Westminster (UK); Bachelor's degree in Business Administration from the International Black Sea University (Georgia).\",\n  \"educational_attainment_source\": \"https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili\",\n  \"prior_occupation\": \"Regional Director for Pfizer (Caucasus and Central Asian countries); Senior Advisor to the Analytical Group of the President of Georgia (2005-2007); Political Analyst at the Ministry of Foreign Affairs of Georgia.\",\n  \"prior_occupation_source\": \"https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili\",\n  \"class_background\": \"Middle class/professional\",\n  \"class_background_source\": \"https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili\",\n  \"birth_year\": \"1977\",\n  \"birth_year_source\": \"https://en.wikipedia.org/wiki/Nona_Mamulashvili\",\n  \"birth_place\": \"Unknown\",\n  \"birth_place_source\": \"https://en.wikipedia.org/wiki/Nona_Mamulashvili\",\n  \"disability_status\": \"Unknown\",\n  \"disability_status_source\": \"https://parliament.ge/en/parliament-members/2499/biography\",\n  \"sexual_orientation\": \"Unknown\",\n  \"sexual_orientation_source\": \"https://en.wikipedia.org/wiki/Nona_Mamulashvili\"\n}\n```",
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In November 2020Nonawas elected a member of Parliament ofGeorgiaby party list, bloc: \\\"United National Movement - United Opposition, Strength is in Unity\\\". <\/CONTENT> <URL> https://en.wikipedia.org/wiki/Nona_Mamulashvili <\/URL> __END_OF_SOURCE 1__ __START_OF_SOURCE 2__ <CONTENT> The Supreme Representative Body ofGeorgiaadministering the legislative authority, determining the main directions of the domestic and foreign policy of the country and overseeing the Government <\/CONTENT> <URL> https://parliament.ge/en/parliament-members/2499/biography <\/URL> __END_OF_SOURCE 2__ __START_OF_SOURCE 3__ <CONTENT> Previously,Nonaworked as the regional director for Pfizer covering Caucasus and Central Asian countries. She also has extensive experience working in the public sector and was the senior advisor to the Analytical Group of the president ofGeorgiain 2005-2007, as well as a political analyst at the Ministry of Foreign Affairs ofGeorgiaat a ... <\/CONTENT> <URL> https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili <\/URL> __END_OF_SOURCE 3__ __START_OF_SOURCE 4__ <CONTENT> Amidst to the experience of working in the public sector,NonaMamulashviliwas a senior advisor to the Presidential Analytical Group of the President ofGeorgiain 2005-2007, and later became a political analyst at the Ministry of Foreign Affairs ofGeorgia. <\/CONTENT> <URL> https://cbw.ge/culture/nona-mamulashvili-becomes-a-georgian-winner-of-asiaglobal-fellows-program <\/URL> __END_OF_SOURCE 4__ __START_OF_SOURCE 5__ <CONTENT> NonaMamulashviliis a former Member of the Georgian Parliament and a civic leader with over two decades of experience spanning government, international business, and global policy advocacy. Her career bridges the public and private sectors, with a strong focus on diplomacy, strategic communication, and regional development across the Caucasus, Central Asia, Eastern Europe, Mongolia, and ... <\/CONTENT> <URL> https://www.hks.harvard.edu/about/nona-mamulashvili <\/URL> __END_OF_SOURCE 5__ __START_OF_SOURCE 6__ <CONTENT> NonaMamulashviliis a prominentpolitician, business leader, political analyst and former member of the parliament ofGeorgiaSince November 2020 representing party group \\\"United National Movement - United Opposition, Strength is in Unity\\\". <\/CONTENT> <URL> https://bpur.org/personality/nona-mamulashvili <\/URL> __END_OF_SOURCE 6__ __START_OF_SOURCE 7__ <CONTENT> Ms.NonaMamulashviliis a former Member of the Parliament ofGeorgia, where she served on the Foreign Affairs Committee and the NATO Parliamentary Assembly. She is currently a Fellow at the Harvard Kennedy School's Carr Center for Human Rights Policy, focusing on authoritarian surveillance systems and their impact on democracy and civil society. <\/CONTENT> <URL> https://camcanetwork.com/members/ms-nona-mamulashvili-116 <\/URL> __END_OF_SOURCE 7__ __START_OF_SOURCE 8__ <CONTENT> Previously, she worked as the Regional Director for Pfizer covering Caucasus and Central Asian countries.Nonaalso has extensive experience working in the public sector; she served as the Senior Advisor to the Analytical Group of President ofGeorgiabetween 2005-2007, and later as a political analyst at the Ministry of Foreign Affairs ofGeorgia. <\/CONTENT> <URL> https://www.mei.edu/person/nona-mamulashvili <\/URL> __END_OF_SOURCE 8__ __START_OF_SOURCE 9__ <CONTENT> NonaMamulashviliis the co-founder of the Gamziri platform, and she has dedicated her life to improving the civil society and politics ofGeorgia. Until recently, she was a member of the Georgian Parliament until she resigned. <\/CONTENT> <URL> https://www.hudson.org/events/georgia-ukraine-euro-atlantic-community-update-front-lines-freedom-mamuka-nona-mamulashvili <\/URL> __END_OF_SOURCE 9__ __START_OF_SOURCE 10__ <CONTENT> An expert in the public policy development process, as well as an accomplished business strategist and skilled diplomat, with a history of achievement at leading companies in diverse industries through the ever-increasing maze of legislative and regulatory challenges. Developing and implementing stakeholder engagement strategies with key government stakeholders in the USA, Eastern Europe and ... <\/CONTENT> <URL> https://app.onfrontiers.com/profile/nmamulashvili1 <\/URL> __END_OF_SOURCE 10__\",\"title\":\"\",\"metadata\":{\"truncated\":false},\"time\":{\"start\":1779218485506,\"end\":1779218487819},\"attachments\":[]}}}\n{\"type\":\"step_finish\",\"timestamp\":1779218487822,\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"part\":{\"id\":\"prt_e41af9a0d001cvJKnoTk3OOR7o\",\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"messageID\":\"msg_e41af86f4001tgQXfNXr2ef4UK\",\"type\":\"step-finish\",\"reason\":\"tool-calls\",\"cost\":0.021453,\"tokens\":{\"total\":6463,\"input\":6291,\"output\":172,\"reasoning\":0,\"cache\":{\"read\":0,\"write\":0}}}}\n{\"type\":\"step_start\",\"timestamp\":1779218489324,\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"part\":{\"id\":\"prt_e41af9feb001GHTw7lewc7TpRY\",\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"messageID\":\"msg_e41af9a12001SPsY05ePjOu9KE\",\"type\":\"step-start\"}}\n{\"type\":\"tool_use\",\"timestamp\":1779218492475,\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"part\":{\"id\":\"prt_e41af9fec001DPKrxAquYn2SXC\",\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"messageID\":\"msg_e41af9a12001SPsY05ePjOu9KE\",\"type\":\"tool\",\"callID\":\"6da2968d-0c1c-4750-8a83-17ff5451e106\",\"tool\":\"asa_search_web_fetch\",\"state\":{\"status\":\"completed\",\"input\":{\"url\":\"https://parliament.ge/en/parliament-members/2499/biography\"},\"output\":\"URL: https://parliament.ge/en/parliament-members/2499/biography\\nFinal URL: https://parliament.ge/en/parliament-members/2499/biography\\nTitle: Nona Mamulashvili - 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Her career bridges the public and private sectors, with a strong focus on diplomacy, strategic communication, and regional development across the Caucasus, Central Asia, Eastern Europe, Mongolia, and ... <\/CONTENT> <URL> https://www.hks.harvard.edu/about/nona-mamulashvili <\/URL> __END_OF_SOURCE 1__ __START_OF_SOURCE 2__ <CONTENT> NonaMamulashviliis former member of the Parliament of Georgia (2020-2023) and currently a co-founder of Gamziri civic platform in Georgia. She is also a chairwoman of the Caucasus Economic Policy Institute, a think tank that promotes structural change and institutional development through policy research and advocacy in Caucasus and Central Asia.Nonais simultaneously the president of the ... <\/CONTENT> <URL> https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili <\/URL> __END_OF_SOURCE 2__ __START_OF_SOURCE 3__ <CONTENT> NonaMamulashviliis a prominent politician, business leader, political analyst and former member of the parliament of Georgia Since November 2020 representing party group \\\"United National Movement - United Opposition, Strength is in Unity\\\". <\/CONTENT> <URL> https://bpur.org/personality/nona-mamulashvili <\/URL> __END_OF_SOURCE 3__ __START_OF_SOURCE 4__ <CONTENT> Ms.NonaMamulashviliis a former Member of the Parliament of Georgia, where she served on the Foreign Affairs Committee and the NATO Parliamentary Assembly. She is currently a Fellow at the Harvard Kennedy School's Carr Center for Human Rights Policy, focusing on authoritarian surveillance systems and their impact on democracy and civil society. <\/CONTENT> <URL> https://camcanetwork.com/members/ms-nona-mamulashvili-116 <\/URL> __END_OF_SOURCE 4__ __START_OF_SOURCE 5__ <CONTENT> The Supreme Representative Body of Georgia administering the legislative authority, determining the main directions of the domestic and foreign policy of the country and overseeing the Government <\/CONTENT> <URL> https://parliament.ge/en/parliament-members/2499/biography <\/URL> __END_OF_SOURCE 5__ __START_OF_SOURCE 6__ <CONTENT> The second part examines the needs of women and girls with disabilities in the context of Georgia in terms of the access to justice and protection from violence, labor and employment, personal and family life,education, health and participation in public and political life. <\/CONTENT> <URL> https://www.ombudsman.ge/res/docs/2022032913195226234.pdf <\/URL> __END_OF_SOURCE 6__ __START_OF_SOURCE 7__ <CONTENT> Summary In the report on his visit to Georgia, from 25 September to 5 October 2018, the Independent Expert on protection against violence and discrimination based onsexualorientationand gender identity, Victor Madrigal-Borloz, assesses the implementation of existing national and international human rights standards to combat violence and discrimination based onsexualorientationand gender ... <\/CONTENT> <URL> https://documents.un.org/doc/undoc/gen/g19/139/35/pdf/g1913935.pdf <\/URL> __END_OF_SOURCE 7__ __START_OF_SOURCE 8__ <CONTENT> In 2018, there were increasing requests from the Australian Department of Foreign Affairs and Trade's (DFAT)DisabilitySection (DIS) for information on the intersection ofdisabilityand diversesexualorientation, gender identity and/or expression and sex characteristics (SOGIESC). <\/CONTENT> <URL> https://www.edgeeffect.org/wp-content/uploads/2020/08/Out-of-the-Margins_Full-Report_June-2020.pdf <\/URL> __END_OF_SOURCE 8__ __START_OF_SOURCE 9__ <CONTENT> This study report - Legal Situation of LGBTI persons in Georgia - was prepared by Human RightsEducationand Monitoring Center (EMC) within the frames of the EU-funded project \\\" Solidarity Network for LGBTI in Armenia and Georgia \\\" implemented by the South Caucasus Regional Ofice of the Heinrich Boell Foundation. <\/CONTENT> <URL> https://feminism-boell.org/sites/default/files/emc_legal_situation_of_lgbti_persons_in_georgia_eng.pdf <\/URL> __END_OF_SOURCE 9__ __START_OF_SOURCE 10__ <CONTENT> Out of the Margins People with disabilities and diversesexualorientation, gender identity, expression and sex characteristics (SOGIESC) in humanitarian and development contexts This brief summarises findings from research intodisabilityand diverse SOGIESC intersectionality in development and humanitarian contexts. <\/CONTENT> <URL> https://www.edgeeffect.org/wp-content/uploads/2020/08/Out-of-the-Margins_Learning-Brief_June2020.pdf <\/URL> __END_OF_SOURCE 10__\",\"title\":\"\",\"metadata\":{\"truncated\":false},\"time\":{\"start\":1779218503550,\"end\":1779218504984},\"attachments\":[]}}}\n{\"type\":\"step_finish\",\"timestamp\":1779218504987,\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"part\":{\"id\":\"prt_e41afdd19001SOKpinrRFA3ZXk\",\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"messageID\":\"msg_e41afd2a5001Xmdf2645HI4q6s\",\"type\":\"step-finish\",\"reason\":\"tool-calls\",\"cost\":0.027918,\"tokens\":{\"total\":8962,\"input\":8876,\"output\":86,\"reasoning\":0,\"cache\":{\"read\":0,\"write\":0}}}}\n{\"type\":\"step_start\",\"timestamp\":1779218506261,\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"part\":{\"id\":\"prt_e41afe215001JAW5rAbnFtKGz0\",\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"messageID\":\"msg_e41afdd1c001BydRlfhiDCfuYX\",\"type\":\"step-start\"}}\n{\"type\":\"tool_use\",\"timestamp\":1779218507916,\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"part\":{\"id\":\"prt_e41afe215002k8GVihmVbb5ziu\",\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"messageID\":\"msg_e41afdd1c001BydRlfhiDCfuYX\",\"type\":\"tool\",\"callID\":\"249cdf85-a147-450d-8770-70e594394315\",\"tool\":\"asa_search_web_search\",\"state\":{\"status\":\"completed\",\"input\":{\"query\":\"Nona Mamulashvili education degrees university\"},\"output\":\"__START_OF_SOURCE 1__ <CONTENT> NonaMamulashvili(Georgian: ნონა მამულაშვილი; born 13 March 1977) is a Georgian political figure. In November 2020Nonawas elected a member of Parliament of Georgia by party list, bloc: \\\"United National Movement - United Opposition, Strength is in Unity\\\". <\/CONTENT> <URL> https://en.wikipedia.org/wiki/Nona_Mamulashvili <\/URL> __END_OF_SOURCE 1__ __START_OF_SOURCE 2__ <CONTENT> Nonaobtained a bachelor'sdegreein business administration from the International Black SeaUniversityin Georgia, a master'sdegreein diplomatic studies from theUniversityof Westminster in the UK, and a PhD in international relations from theUniversityof Sorbonne in France. <\/CONTENT> <URL> https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili <\/URL> __END_OF_SOURCE 2__ __START_OF_SOURCE 3__ <CONTENT> NonaMamulashviliis a former Member of the Georgian Parliament and a civic leader with over two decades of experience spanning government, international business, and global policy advocacy. Her career bridges the public and private sectors, with a strong focus on diplomacy, strategic communication, and regional development across the Caucasus, Central Asia, Eastern Europe, Mongolia, and ... <\/CONTENT> <URL> https://www.hks.harvard.edu/about/nona-mamulashvili <\/URL> __END_OF_SOURCE 3__ __START_OF_SOURCE 4__ <CONTENT> Nonaobtained a bachelor'sdegreein business administration from the International Black SeaUniversityin Georgia, a master'sdegreein diplomatic studies from theUniversityof Westminster in the UK, and a PhD in international relations from theUniversityof Sorbonne in France. <\/CONTENT> <URL> https://www.asiaglobalinstitute.hku.hk/about/people/nona-mamulashvili <\/URL> __END_OF_SOURCE 4__ __START_OF_SOURCE 5__ <CONTENT> NonaMamulashviliis a fellow with MEI's Frontier Europe Initiative. She currently leads the Caucasus Economic Policy Institute, a think tank promoting structural change and institutional development through policy research and advocacy in the Caucasus. <\/CONTENT> <URL> https://www.mei.edu/person/nona-mamulashvili <\/URL> __END_OF_SOURCE 5__ __START_OF_SOURCE 6__ <CONTENT> NonaMamulashvili, founder and chairman of the Caucasus Institute for Economic Policy, is the winner of the 2020 AsiaGlobal Fellows program at Hong KongUniversity. <\/CONTENT> <URL> https://cbw.ge/culture/nona-mamulashvili-becomes-a-georgian-winner-of-asiaglobal-fellows-program <\/URL> __END_OF_SOURCE 6__ __START_OF_SOURCE 7__ <CONTENT> Ms.NonaMamulashviliis a former Member of the Parliament of Georgia, where she served on the Foreign Affairs Committee and the NATO Parliamentary Assembly. She is currently a Fellow at the Harvard Kennedy School's Carr Center for Human Rights Policy, focusing on authoritarian surveillance systems and their impact on democracy and civil society. <\/CONTENT> <URL> https://camcanetwork.com/members/ms-nona-mamulashvili-116 <\/URL> __END_OF_SOURCE 7__ __START_OF_SOURCE 8__ <CONTENT> An expert in the public policy development process, as well as an accomplished business strategist and skilled diplomat, with a history of achievement at leading companies in diverse industries through the ever-increasing maze of legislative and regulatory challenges. Developing and implementing stakeholder engagement strategies with key government stakeholders in the USA, Eastern Europe and ... <\/CONTENT> <URL> https://app.onfrontiers.com/profile/nmamulashvili1 <\/URL> __END_OF_SOURCE 8__ __START_OF_SOURCE 9__ <CONTENT> The Supreme Representative Body of Georgia administering the legislative authority, determining the main directions of the domestic and foreign policy of the country and overseeing the Government <\/CONTENT> <URL> https://parliament.ge/en/parliament-members/2499/biography <\/URL> __END_OF_SOURCE 9__ __START_OF_SOURCE 10__ <CONTENT> HKU AGI Welcomes 18 Influential Fellows from Belt and Road Initiative Countries and Beyond MsNonaMamulashvili, politician, business leader, and political analyst who served as a member of the ... <\/CONTENT> <URL> https://www.hku.hk/press/news_detail_26479.html <\/URL> __END_OF_SOURCE 10__\",\"title\":\"\",\"metadata\":{\"truncated\":false},\"time\":{\"start\":1779218506262,\"end\":1779218507915},\"attachments\":[]}}}\n{\"type\":\"step_finish\",\"timestamp\":1779218507918,\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"part\":{\"id\":\"prt_e41afe88c001EH0ZEpdq2tl1U8\",\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"messageID\":\"msg_e41afdd1c001BydRlfhiDCfuYX\",\"type\":\"step-finish\",\"reason\":\"tool-calls\",\"cost\":0.031782,\"tokens\":{\"total\":10254,\"input\":10169,\"output\":85,\"reasoning\":0,\"cache\":{\"read\":0,\"write\":0}}}}\n{\"type\":\"step_start\",\"timestamp\":1779218510732,\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"part\":{\"id\":\"prt_e41aff3880012mBRt5UkH4xZhW\",\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"messageID\":\"msg_e41afe891001eLiwU5ZhddydHy\",\"type\":\"step-start\"}}\n{\"type\":\"text\",\"timestamp\":1779218510734,\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"part\":{\"id\":\"prt_e41aff38a001YwNGS0nBWlcASb\",\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"messageID\":\"msg_e41afe891001eLiwU5ZhddydHy\",\"type\":\"text\",\"text\":\"```json\\n{\\n  \\\"educational_attainment\\\": \\\"PhD in International Relations from the University of Sorbonne (France); Master's degree in Diplomatic Studies from the University of Westminster (UK); Bachelor's degree in Business Administration from the International Black Sea University (Georgia).\\\",\\n  \\\"educational_attainment_source\\\": \\\"https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili\\\",\\n  \\\"prior_occupation\\\": \\\"Regional Director for Pfizer (Caucasus and Central Asian countries); Senior Advisor to the Analytical Group of the President of Georgia (2005-2007); Political Analyst at the Ministry of Foreign Affairs of Georgia.\\\",\\n  \\\"prior_occupation_source\\\": \\\"https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili\\\",\\n  \\\"class_background\\\": \\\"Middle class/professional\\\",\\n  \\\"class_background_source\\\": \\\"https://www.asiaglobalinstitute.hku.hk/agf/fellows/nona-mamulashvili\\\",\\n  \\\"birth_year\\\": \\\"1977\\\",\\n  \\\"birth_year_source\\\": \\\"https://en.wikipedia.org/wiki/Nona_Mamulashvili\\\",\\n  \\\"birth_place\\\": \\\"Unknown\\\",\\n  \\\"birth_place_source\\\": \\\"https://en.wikipedia.org/wiki/Nona_Mamulashvili\\\",\\n  \\\"disability_status\\\": \\\"Unknown\\\",\\n  \\\"disability_status_source\\\": \\\"https://parliament.ge/en/parliament-members/2499/biography\\\",\\n  \\\"sexual_orientation\\\": \\\"Unknown\\\",\\n  \\\"sexual_orientation_source\\\": \\\"https://en.wikipedia.org/wiki/Nona_Mamulashvili\\\"\\n}\\n```\",\"time\":{\"start\":1779218510733,\"end\":1779218510733}}}\n{\"type\":\"step_finish\",\"timestamp\":1779218510737,\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"part\":{\"id\":\"prt_e41aff38f0017EyFP5E6XHvELm\",\"sessionID\":\"ses_1be507941ffevhx2ye6Xn1S8a5\",\"messageID\":\"msg_e41afe891001eLiwU5ZhddydHy\",\"type\":\"step-finish\",\"reason\":\"stop\",\"cost\":0.040791,\"tokens\":{\"total\":11769,\"input\":11312,\"output\":457,\"reasoning\":0,\"cache\":{\"read\":0,\"write\":0}}}}\n"
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