diff --git "a/test_predictions_africaner_kin.txt" "b/test_predictions_africaner_kin.txt"
new file mode 100644--- /dev/null
+++ "b/test_predictions_africaner_kin.txt"
@@ -0,0 +1,54519 @@
+# B-DATE
+Kwibohora B-DATE
+27 I-DATE
+: O
+Abanyarwanda O
+batuye O
+mu O
+Busuwisi B-LOC
+beretse O
+amahanga O
+ibyo O
+u B-LOC
+Rwanda I-LOC
+rumaze O
+kugeraho O
+
+Abanyarwanda O
+n'inshuti O
+z'u B-LOC
+Rwanda I-LOC
+batuye O
+mu O
+Busuwisi B-LOC
+, O
+Autriche B-LOC
+, O
+na O
+Liechtenstein B-LOC
+bizihije O
+ku O
+nshuro O
+ya O
+27 O
+Umunsi B-DATE
+wo I-DATE
+Kwibohora I-DATE
+, O
+baratira O
+amahanga O
+ibyo O
+igihugu O
+kimaze O
+kugeraho O
+kibikesha O
+imiyoborere O
+myiza O
+ya O
+FPR B-ORG
+Inkotanyi I-ORG
+. O
+
+Ni O
+ibirori O
+byabaye O
+ku B-DATE
+wa I-DATE
+06 I-DATE
+Nyakanga I-DATE
+2021 I-DATE
+hifashishijwe O
+ikoranabuhanga O
+mu O
+kwirinda O
+COVID O
+- O
+19 O
+, O
+byitabirwa O
+n'abahagarariye O
+ibihugu O
+byabo O
+, O
+abakozi O
+b'Umuryango B-ORG
+w'Abibumbye I-ORG
+, O
+ndetse O
+n'abakozi O
+b'imiryango O
+mpuzamahanga O
+bakorera O
+i O
+Genève B-LOC
+mu O
+Busuwisi B-LOC
+. O
+
+Insanganyamatsiko O
+yagiraga O
+iti O
+"""" O
+Dufatanyije O
+tugera O
+ku O
+iterambere O
+. O
+"""" O
+
+Mu O
+ijambo O
+yagejeje O
+ku O
+bitabiriye O
+, O
+Ambasaderi O
+w'u B-LOC
+Rwanda I-LOC
+mu O
+Busuwisi B-LOC
+, O
+Umuryango B-ORG
+w'Abibumbye I-ORG
+n'Imiryango I-ORG
+Mpuzamahanga I-ORG
+ikorera O
+i O
+Genève B-LOC
+; O
+Rwakazina B-PER
+Marie I-PER
+Chantal I-PER
+yakeje O
+ingabo O
+za O
+RPA B-ORG
+zabohoye O
+igihugu O
+, O
+azishimira O
+ubutwari O
+, O
+ubwitange O
+ndetse O
+no O
+kutizigama O
+byaziranze O
+. O
+
+Yashimiye O
+cyane O
+Perezida O
+wa O
+Repubulika O
+Paul B-PER
+Kagame I-PER
+waziyoboye O
+zigahagarika O
+Jenoside O
+yakorewe O
+Abatutsi O
+mu O
+1994 B-DATE
+, O
+amahanga O
+arebera O
+. O
+
+Ambasaderi O
+Rwakazina B-PER
+yagize O
+ati O
+"""" O
+Itariki B-DATE
+ya I-DATE
+4 I-DATE
+Nyakanga I-DATE
+ntizibagirana O
+mu O
+mateka O
+y'Isi O
+haba O
+ku O
+Banyarwanda O
+n'abanyamahanga O
+kuko O
+ni O
+ikimenyetso O
+cy'ihagarikwa O
+rya O
+Jenoside O
+yakorewe O
+Abatutsi O
+. O
+
+Jenoside O
+yagombaga O
+kuba O
+yaraburijwemo O
+, O
+ariko O
+igakorwa O
+na O
+Leta O
+nkoramaraso O
+yari O
+yaramunzwe O
+n'amacakubiri O
+, O
+igategura O
+ndetse O
+igashyira O
+mu O
+bikorwa O
+umugambi O
+wayo O
+amahanga O
+arebera O
+. O
+"""" O
+
+Yibukije O
+ko O
+nyuma O
+yo O
+guhagarika O
+Jenoside O
+intego O
+za O
+FPR B-ORG
+Inkotanyi I-ORG
+kwari O
+ugutuza O
+buri O
+Munyarwanda O
+mu O
+gihugu O
+akubaka O
+ejo O
+heza O
+mu O
+mahoro O
+n'ituze O
+. O
+
+Yaboneyeho O
+kugaragaza O
+isura O
+nshya O
+u B-LOC
+Rwanda I-LOC
+rufite O
+, O
+anamurikira O
+abitabiriye O
+ibirori O
+bimwe O
+mu O
+byo O
+rwagezweho O
+mu O
+myaka B-DATE
+27 I-DATE
+ishize O
+mu O
+bukungu O
+n'imibereho O
+myiza O
+y'abaturage O
+, O
+rukesha O
+imiyoborere O
+myiza O
+ya O
+Perezida O
+Kagame B-PER
+. O
+
+Ambasaderi O
+Rwakazina B-PER
+yakanguriye O
+Abanyarwanda O
+by'umwihariko O
+urubyiruko O
+rutuye O
+imahanga O
+gushishikarira O
+guteza O
+imbere O
+igihugu O
+cyabo O
+kuko O
+aribo O
+maboko O
+yacyo O
+, O
+abasaba O
+kugira O
+uruhare O
+rugaragara O
+mu O
+gusigasira O
+ibyagezweho O
+no O
+gutanga O
+umusanzu O
+mu O
+iterambere O
+ryacyo O
+. O
+
+Ibirori O
+byaranzwe O
+n O
+"""" O
+imbyino O
+n'indirimbo O
+Nyarwanda O
+by'Itorero O
+ry'Igihugu O
+, O
+Urukerereza O
+; O
+ibiganiro O
+, O
+imivugo O
+, O
+ubuhamya O
+bw'Abanyarwanda O
+n'inshuti O
+z'u B-LOC
+Rwanda I-LOC
+byose O
+bishimira O
+bikanarata O
+ingabo O
+zahoze O
+ari O
+iza O
+RPA B-ORG
+zarubohoye O
+zikanahagarika O
+Jenoside O
+yakorewe O
+Abatutsi O
+Abatutsi O
+. O
+
+Abanyarwanda O
+baba O
+USA B-LOC
+bibukijwe O
+ko O
+badakwiye O
+gusinzira O
+ngo O
+bibagirwe O
+ababohoye O
+Igihugu O
+
+Abanyarwanda O
+batuye O
+muri O
+Leta B-LOC
+Zunze I-LOC
+Ubumwe I-LOC
+za I-LOC
+Amerika I-LOC
+by'umwihariko O
+mu O
+gice O
+cy'Uburengerazuba B-LOC
+bwo I-LOC
+hagati I-LOC
+, O
+bizihije O
+Isabukuru O
+y'imyaka B-DATE
+27 I-DATE
+yo O
+kwibohora O
+k'u B-LOC
+Rwanda I-LOC
+, O
+bazirikana O
+ubutwari O
+n'ubwitange O
+bwa O
+FPR B-ORG
+Inkotanyi I-ORG
+banibutswa O
+ko O
+badakwiye O
+gusinzira O
+ngo O
+bibagirwe O
+abaguye O
+muri O
+uru O
+rugamba O
+. O
+
+Uyu O
+muhango O
+wabaye O
+ku B-DATE
+wa I-DATE
+4 I-DATE
+Nyakanga I-DATE
+2021 I-DATE
+, O
+muri O
+Leta O
+ya O
+Indiana B-LOC
+mu O
+Majyepfo B-LOC
+y'Umujyi I-LOC
+wa I-LOC
+Bend I-LOC
+, O
+aho O
+Abanyarwanda O
+benshi O
+baturutse O
+mu O
+bice O
+birimo O
+Michigan B-LOC
+, O
+Illinois B-LOC
+, O
+Ohio B-LOC
+na O
+Tennessee B-LOC
+bahuriye O
+hamwe O
+mu O
+kwishimira O
+ukwibohora O
+k'u B-LOC
+Rwanda I-LOC
+. O
+
+Umuyobozi O
+wa O
+Diaspora O
+Nyarwanda O
+muri O
+Midwest B-LOC
+, O
+Nxumalo B-PER
+Ruhaya I-PER
+, O
+yashimiye O
+Ambasade B-ORG
+y'u I-ORG
+Rwanda I-ORG
+yohereje O
+Lt O
+Col O
+. O
+Raoul B-PER
+Bazatoha I-PER
+uyishinzwemo O
+ibikorwa O
+bya O
+gisirikare O
+ngo O
+aze O
+kwifatanya O
+n'Abanyarwanda O
+. O
+
+Ruhaya B-PER
+yibukije O
+abitabiriye O
+uyu O
+muhango O
+ko O
+batagomba O
+gusinzira O
+ngo O
+bibagirwe O
+abagabo O
+n'abagore O
+, O
+abasore O
+n'inkumi O
+b'ingabo O
+za O
+RPA B-ORG
+, O
+bemeye O
+guhara O
+ubuzima O
+bwabo O
+kugira O
+ngo O
+Abanyarwanda O
+bose O
+bagire O
+igihugu O
+cyiza O
+bishimira O
+kandi O
+bita O
+iwabo O
+. O
+
+Lt O
+Col O
+. O
+Raoul B-PER
+Bazatoha I-PER
+, O
+yibukije O
+abitabiriye O
+uyu O
+muhango O
+amateka O
+yaranze O
+urugamba O
+rwo O
+kubohora O
+u B-LOC
+Rwanda I-LOC
+no O
+guhagarika O
+Jenoside O
+yakorerwaga O
+Abatutsi O
+mu O
+1994 B-DATE
+. O
+
+Yavuze O
+ko O
+FPR B-ORG
+Inkotanyi I-ORG
+ijya O
+gutegura O
+urugamba O
+rwo O
+kubohora O
+u B-LOC
+Rwanda I-LOC
+hari O
+impamvu O
+zifatika O
+yari O
+ifite O
+zirimo O
+ubutegetsi O
+bubi O
+bwahereye O
+mu O
+myaka O
+ya O
+1959 B-DATE
+butanya O
+Abanyarwanda O
+, O
+buvutsa O
+benshi O
+amahirwe O
+yo O
+kuba O
+mu O
+gihugu O
+cyabo O
+, O
+ingengabitekerezo O
+iganisha O
+kuri O
+Jenoside O
+yakorewe O
+Abatutsi O
+n'ibindi O
+bitandukanye O
+. O
+
+Lt O
+Col O
+Bazatoha B-PER
+yashimiye O
+Perezida O
+Kagame B-PER
+wayoboye O
+urwo O
+rugamba O
+ndetse O
+akaba O
+akomeje O
+kuyobora O
+urundi O
+rukomeye O
+rwo O
+kubaka O
+u B-LOC
+Rwanda I-LOC
+no O
+guhesha O
+agaciro O
+Abanyarwanda O
+. O
+
+Yakomeje O
+agira O
+ati O
+"""" O
+Ukwibohora O
+kwacu O
+kwagezweho O
+kandi O
+dukeneye O
+kwibohora O
+mu O
+buryo O
+burambye O
+. O
+
+Ukwibohora O
+kuzuye O
+ni O
+ukuba O
+witeguye O
+kurinda O
+icyubahiro O
+cy'igihugu O
+cyacu O
+. O
+
+Urugamba O
+rwo O
+kwibohora O
+rurakomeje O
+, O
+mu O
+kubaka O
+ubuhanga O
+n'ubushobozi O
+ndetse O
+no O
+kwigira O
+kw'igihugu O
+cyacu O
+. O
+"""" O
+
+Lt O
+Col O
+Bazatoha B-PER
+avuga O
+ko O
+ibyo O
+byose O
+bizagerwaho O
+ari O
+uko O
+bigizwemo O
+uruhare O
+n'abaturage O
+bose O
+by'umwihariko O
+abagiye O
+mu O
+mahanga O
+kubera O
+impamvu O
+zitandukanye O
+zirimo O
+guhaha O
+ubumenyi O
+n'ubushobozi O
+. O
+
+Ibirori O
+by'isabukuru O
+ya O
+27 O
+yo O
+Kwibohora O
+, O
+muri O
+Amerika B-LOC
+, O
+igice O
+cya O
+Midwest B-LOC
+byaranzwe O
+n'imbwirwaruhame O
+z'abayobozi O
+batandukanye O
+, O
+ubuhamya O
+bw'abarokotse O
+Jenoside O
+yakorewe O
+Abatutsi O
+bwagarutse O
+ku O
+kuntu O
+ingabo O
+za O
+FPR B-ORG
+Inkotanyi I-ORG
+zabarokoye O
+, O
+indirimbo O
+zigaruka O
+ku O
+butwari O
+bw'Inkotanyi B-ORG
+n'ibindi O
+. O
+
+Uyu O
+muhango O
+wahurije O
+hamwe O
+bamwe O
+mu O
+Banyarwanda O
+batuye O
+mu O
+burengerazuba O
+bwo O
+hagati O
+bwa O
+Leta B-LOC
+Zunze I-LOC
+Ubumwe I-LOC
+za I-LOC
+Amerika I-LOC
+
+Ushinzwe O
+ibikorwa O
+bya O
+gisirikare O
+muri O
+Ambasade O
+y'u I-ORG
+Rwanda I-ORG
+muri O
+USA B-LOC
+, O
+Lt O
+Col O
+. O
+Raoul B-PER
+Bazatoha I-PER
+, O
+yibukije O
+abitabiriye O
+uyu O
+muhango O
+amateka O
+yaranze O
+urugamba O
+rwo O
+kubohora O
+u B-LOC
+Rwanda I-LOC
+
+Emmanuel B-PER
+Hategeka I-PER
+yatanze O
+impapuro O
+zimwemerera O
+guhagararira O
+u B-LOC
+Rwanda I-LOC
+muri O
+Bahrain B-LOC
+
+Ambasaderi O
+Emmanuel B-PER
+Hategeka I-PER
+uhagarariye O
+u B-LOC
+Rwanda I-LOC
+mu O
+bihugu O
+birimo O
+Leta B-LOC
+Zunze I-LOC
+Ubumwe I-LOC
+z'Abarabu I-LOC
+, O
+yashyikirije O
+Umwami O
+wa O
+Bahrain B-LOC
+, O
+Hamad B-PER
+bin I-PER
+Isa I-PER
+Al I-PER
+Khalifa I-PER
+, O
+impapuro O
+zimwemerera O
+guhagararira O
+u B-LOC
+Rwanda I-LOC
+muri O
+icyo O
+gihugu O
+. O
+
+Uyu O
+muhango O
+wabereye O
+mu O
+ngoro O
+y'Umwami O
+mu O
+murwa O
+mukuru O
+Manama B-LOC
+ku B-DATE
+wa I-DATE
+kabiri I-DATE
+tariki I-DATE
+ya I-DATE
+6 I-DATE
+Nyakanga I-DATE
+2021 I-DATE
+. O
+
+Nyuma O
+yo O
+gutanga O
+izo O
+mpapuro O
+, O
+Ambasaderi O
+Hategeka B-PER
+yashimye O
+umubano O
+mwiza O
+usanzwe O
+hagati O
+y'ibihugu O
+byombi O
+, O
+avuga O
+ko O
+yiteguye O
+guteza O
+imbere O
+ubufatanye O
+hagati O
+y'ibihugu O
+byombi O
+mu O
+nzego O
+zinyuranye O
+. O
+
+Yagizi O
+ati O
+"""" O
+Ntewe O
+ishema O
+cyane O
+no O
+kuba O
+nashyikirije O
+Umwami O
+Hamad B-PER
+bin I-PER
+Isa I-PER
+Al I-PER
+Khalifa I-PER
+impapuro O
+zinyemerera O
+guhagararira O
+u B-LOC
+Rwanda I-LOC
+mu O
+Bwami O
+bwa O
+Bahrain B-LOC
+. O
+
+Niteguye O
+guteza O
+imbere O
+umubano O
+w'ibihugu O
+byombi O
+. O
+"""" O
+
+Yakomeje O
+agira O
+ati O
+"""" O
+Nashyikirije O
+Umwami O
+indamutso O
+ya O
+Nyakubahwa O
+Perezida O
+Paul B-PER
+Kagame I-PER
+ndetse O
+n'ubushake O
+bwe O
+bwo O
+guteza O
+imbere O
+umubano O
+hagati O
+y'ibihugu O
+byombi O
+n'abaturage O
+babyo O
+. O
+"""" O
+
+Ambasaderi O
+Hategeka B-PER
+yaboneyeho O
+umwanya O
+wo O
+kwifuriza O
+Umwami O
+Hamad B-PER
+bin I-PER
+Isa I-PER
+Al I-PER
+Khalifa I-PER
+ubuzima O
+bwiza O
+ndetse O
+yifuriza O
+igihugu O
+amahoro O
+, O
+iterambere O
+n'uburumbuke O
+. O
+
+Igihugu O
+cya O
+Bahrain B-LOC
+, O
+ubusanzwe O
+cyitwa O
+Ubwami B-LOC
+bwa I-LOC
+Bahrain I-LOC
+, O
+giherereye O
+mu O
+kigobe B-LOC
+cya I-LOC
+Perse I-LOC
+. O
+
+Ni O
+Ikirwa O
+kigizwe O
+n'uturwa O
+duto O
+karemano O
+turenga O
+50 O
+ndetse O
+n'utundi O
+abantu O
+bahimbye O
+tugeze O
+kuri O
+33 O
+. O
+
+U B-LOC
+Rwanda I-LOC
+rufite O
+umubano O
+mwiza O
+na O
+Bahrain B-LOC
+umaze O
+imyaka B-DATE
+irenga I-DATE
+25 I-DATE
+, O
+aho O
+ibihugu O
+byombi O
+byasinye O
+amasezerano O
+y'Ubufatanye O
+mu O
+bya O
+diplomasi O
+muri O
+Werurwe B-DATE
+1998 I-DATE
+. O
+
+Ibihugu O
+byombi O
+bikorana O
+mu O
+nzego O
+zirimo O
+kwaguriramo O
+ubufatanye O
+mu O
+bucuruzi O
+n'ishoramari O
+, O
+ubukerarugendo O
+, O
+serivisi O
+z'imari O
+, O
+ingufu O
+, O
+ikoranabuhanga O
+, O
+guhanga O
+imirimo O
+n'udushya O
+. O
+
+Nka O
+Ambasaderi O
+ufite O
+icyicaro O
+Abu B-LOC
+Dhabi I-LOC
+, O
+Emmanuel B-PER
+Hategeka I-PER
+asanzwe O
+ahagarariye O
+u B-LOC
+Rwanda I-LOC
+muri O
+Leta B-LOC
+Zunze I-LOC
+Ubumwe I-LOC
+z'Abarabu I-LOC
+( O
+UAE B-LOC
+) O
+, O
+Ubwami O
+bwa I-LOC
+Saudi I-LOC
+Arabia I-LOC
+n'Ikigo I-ORG
+mpuzamahanga I-ORG
+gishinzwe I-ORG
+ingufu I-ORG
+zisubir I-ORG
+a I-ORG
+( O
+IRENA B-ORG
+) O
+. O
+
+Ambasaderi O
+Hategeka B-PER
+yakiriwe O
+n'Umwami O
+Hamad B-PER
+wa O
+Bahrain B-LOC
+. O
+
+# O
+Kwibohora27 O
+: O
+Abanya O
+- O
+Singapore B-LOC
+bashimye O
+uko O
+u B-LOC
+Rwanda I-LOC
+rwiyubatse O
+mu O
+gihe O
+gito O
+. O
+
+Umunyamabanga O
+wa O
+Leta O
+muri O
+Minisiteri B-ORG
+y'itangazamakuru I-ORG
+ya I-ORG
+Singapore I-ORG
+, O
+Tan B-PER
+How I-PER
+Kiat I-PER
+, O
+yavuze O
+ko O
+aho O
+u B-LOC
+Rwanda I-LOC
+rugeze O
+ari O
+imwe O
+mu O
+nkuru O
+za O
+Afurika B-LOC
+zibumbatiye O
+intsinzi O
+ikomeye O
+, O
+zihamya O
+imbaraga O
+n'ukwiyubaka O
+vuba O
+kw'Abanyarwanda O
+. O
+
+Ibyo O
+Kiat B-PER
+yabitangarije O
+mu O
+muhango O
+wo O
+kwizihiza O
+Umunsi B-DATE
+wo I-DATE
+Kwibohora I-DATE
+ku O
+nshuro I-DATE
+ya I-DATE
+27 I-DATE
+ku O
+Banyarwanda O
+n'inshuti O
+z'u B-LOC
+Rwanda I-LOC
+baba O
+muri O
+Singapore B-LOC
+, O
+Australie B-LOC
+, O
+Nouvelle B-LOC
+Zélande I-LOC
+na O
+Indonésie B-LOC
+byabaye O
+ku B-DATE
+wa I-DATE
+5 I-DATE
+Nyakanga I-DATE
+2021 I-DATE
+hifashishijwe O
+ikoranabuhanga O
+. O
+
+Kuva O
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+Yavuze O
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+Abanyarwanda O
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+Ambasade O
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+Hafashwe O
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+Yibukije O
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+Ambassaderi O
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+Icy'ingezi O
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+Ati O
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+Iri O
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+Ibikorwa O
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+Kuva O
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