# format: test case | surname | given name | middle names | first initial | middle initials

# simple names
Linda Jones|Jones|Linda||L||
Ichiro Suzuki|Suzuki|Ichiro||I||
Bin Lin|Lin|Bin||B||
Jason H. Priem|Priem|Jason||J|H|
William Carlos Williams|Williams|William|Carlos|W|C|
B.J. Thomas|Thomas|||B|J|
Poul-Henning Kemp|Kemp|Poul-Henning||P|H|

# simple last name, with and without initials, middle, suffix, title, sort order
John Doe|Doe|John||J||
Doe,John|Doe|John||J||
John Doe, Jr.|Doe|John||J||Jr.
John Doe III|Doe|John||J||III
Doe, John|Doe|John||J||
.  Doe,    John  !|Doe|John||J||
Doe, John, Jr.|Doe|John||J||Jr.
Doe, John III|Doe|John||J||III
John A. Doe|Doe|John||J|A|
John A. Doe, Jr.|Doe|John||J|A|Jr.
Doe, John A.|Doe|John||J|A|
Doe, John A., Jr.|Doe|John||J|A|Jr.
Doe, John A III|Doe|John||J|A|III
John A. Kenneth Doe|Doe|John|Kenneth|J|AK|
John A. Kenneth Doe, Jr.|Doe|John|Kenneth|J|AK|Jr.
John A. Kenneth Doe III|Doe|John|Kenneth|J|AK|III
Doe, John A. Kenneth|Doe|John|Kenneth|J|AK|
Doe, John A. Kenneth, Jr.|Doe|John|Kenneth|J|AK|Jr.
Doe, John A. Kenneth III|Doe|John|Kenneth|J|AK|III
Dr. John Doe|Doe|John||J||
Dr. John Doe, Jr.|Doe|John||J||Jr.
Dr. John Doe III|Doe|John||J||III
Dr. John A. Kenneth Doe, Jr.|Doe|John|Kenneth|J|AK|Jr.
Doe, Dr. John|Doe|John||J||
Doe, Dr. John, Jr.|Doe|John||J||Jr.
Doe, Dr. John III|Doe|John||J||III
Dr. John A. Doe|Doe|John||J|A|
Dr. John A. Doe, Jr.|Doe|John||J|A|Jr.
Dr. John A. Doe III|Doe|John||J|A|III
Doe, Dr. John A.|Doe|John||J|A|
Doe, Dr. John A. Jr.|Doe|John||J|A|Jr.
Doe, Dr. John A. III|Doe|John||J|A|III
Dr. John A. Kenneth Doe|Doe|John|Kenneth|J|AK|
Dr. John A. Kenneth Doe, Jr.|Doe|John|Kenneth|J|AK|Jr.
Dr. John A. Kenneth Doe III|Doe|John|Kenneth|J|AK|III
Doe, Dr. John A. Kenneth|Doe|John|Kenneth|J|AK|
Doe, Dr. John A. Kenneth Jr.|Doe|John|Kenneth|J|AK|Jr.
Doe, Dr. John A. Kenneth III|Doe|John|Kenneth|J|AK|III

# "de la" & "y" last names, with and without initials, middle, suffix, title, sort order
Juan de la Vega|de la Vega|Juan||J||
Juan de la Vega, Jr.|de la Vega|Juan||J||Jr.
Juan de la Vega III|de la Vega|Juan||J||III
de la Vega, Juan|de la Vega|Juan||J||
de la Vega, Juan, Jr.|de la Vega|Juan||J||Jr.
de la Vega, Juan III|de la Vega|Juan||J||III
Dr. Juan de la Vega|de la Vega|Juan||J||
Dr. Juan de la Vega, Jr.|de la Vega|Juan||J||Jr.
Dr. Juan de la Vega III|de la Vega|Juan||J||III
de la Vega, Dr. Juan|de la Vega|Juan||J||
de la Vega, Dr. Juan, Jr.|de la Vega|Juan||J||Jr.
de la Vega, Dr. Juan III|de la Vega|Juan||J||III
de la Véña, Jüan|de la Véña|Jüan||J||
Juan Velasquez y Garcia|Velasquez y Garcia|Juan||J||
Juan Velasquez y Garcia, Jr.|Velasquez y Garcia|Juan||J||Jr.
Juan Velasquez y Garcia III|Velasquez y Garcia|Juan||J||III
Velasquez y Garcia, Juan, Jr.|Velasquez y Garcia|Juan||J||Jr.
Velasquez y Garcia, Juan III|Velasquez y Garcia|Juan||J||III
Dr. Juan Velasquez y Garcia|Velasquez y Garcia|Juan||J||
Dr. Juan Velasquez y Garcia, Jr.|Velasquez y Garcia|Juan||J||Jr.
Dr. Juan Velasquez y Garcia III|Velasquez y Garcia|Juan||J||III
Velasquez y Garcia, Dr. Juan|Velasquez y Garcia|Juan||J||
Velasquez y Garcia, Dr. Juan, Jr.|Velasquez y Garcia|Juan||J||Jr.
Velasquez y Garcia, Dr. Juan III|Velasquez y Garcia|Juan||J||III
Juan Q. de la Vega|de la Vega|Juan||J|Q|
Juan Q. de la Vega, Jr.|de la Vega|Juan||J|Q|Jr.
Juan Q. de la Vega III|de la Vega|Juan||J|Q|III
de la Vega, Juan Q.|de la Vega|Juan||J|Q|
de la Vega, Juan Q., Jr.|de la Vega|Juan||J|Q|Jr.
de la Vega, Juan Q. III|de la Vega|Juan||J|Q|III
Juan Q. Velasquez y Garcia|Velasquez y Garcia|Juan||J|Q|
Juan Q. Velasquez y Garcia, Jr.|Velasquez y Garcia|Juan||J|Q|Jr.
Juan Q. Velasquez y Garcia III|Velasquez y Garcia|Juan||J|Q|III
Velasquez y Garcia, Juan Q.|Velasquez y Garcia|Juan||J|Q|
Velasquez y Garcia, Juan Q., Jr.|Velasquez y Garcia|Juan||J|Q|Jr.
Velasquez y Garcia, Juan Q. III|Velasquez y Garcia|Juan||J|Q|III
Dr. Juan Q. de la Vega|de la Vega|Juan||J|Q|
Dr. Juan Q. de la Vega, Jr.|de la Vega|Juan||J|Q|Jr.
Dr. Juan Q. de la Vega III|de la Vega|Juan||J|Q|III
de la Vega, Dr. Juan Q.|de la Vega|Juan||J|Q|
de la Vega, Dr. Juan Q., Jr.|de la Vega|Juan||J|Q|Jr.
de la Vega, Dr. Juan Q. III|de la Vega|Juan||J|Q|III
Dr. Juan Q. Velasquez y Garcia|Velasquez y Garcia|Juan||J|Q|
Dr. Juan Q. Velasquez y Garcia, Jr.|Velasquez y Garcia|Juan||J|Q|Jr.
Dr. Juan Q. Velasquez y Garcia III|Velasquez y Garcia|Juan||J|Q|III
Velasquez y Garcia, Dr. Juan Q.|Velasquez y Garcia|Juan||J|Q|
Velasquez y Garcia, Dr. Juan Q., Jr.|Velasquez y Garcia|Juan||J|Q|Jr.
Velasquez y Garcia, Dr. Juan Q. III|Velasquez y Garcia|Juan||J|Q|III
Juan Q. Xavier de la Vega|de la Vega|Juan|Xavier|J|QX|
Juan Q. Xavier de la Vega, Jr.|de la Vega|Juan|Xavier|J|QX|Jr.
Juan Q. Xavier de la Vega III|de la Vega|Juan|Xavier|J|QX|III
de la Vega, Juan Q. Xavier|de la Vega|Juan|Xavier|J|QX|
de la Vega, Juan Q. Xavier, Jr.|de la Vega|Juan|Xavier|J|QX|Jr.
de la Vega, Juan Q. Xavier III|de la Vega|Juan|Xavier|J|QX|III
Dr. Juan Q. Xavier de la Vega|de la Vega|Juan|Xavier|J|QX|
Dr. Juan Q. Xavier de la Vega, Jr.|de la Vega|Juan|Xavier|J|QX|Jr.
Dr. Juan Q. Xavier de la Vega III|de la Vega|Juan|Xavier|J|QX|III
de la Vega, Dr. Juan Q. Xavier|de la Vega|Juan|Xavier|J|QX|
de la Vega, Dr. Juan Q. Xavier, Jr.|de la Vega|Juan|Xavier|J|QX|Jr.
de la Vega, Dr. Juan Q. Xavier III|de la Vega|Juan|Xavier|J|QX|III
Juan Q. Xavier Velasquez y Garcia|Velasquez y Garcia|Juan|Xavier|J|QX|
Juan Q. Xavier Velasquez y Garcia, Jr.|Velasquez y Garcia|Juan|Xavier|J|QX|Jr.
Juan Q. Xavier Velasquez y Garcia III|Velasquez y Garcia|Juan|Xavier|J|QX|III
Velasquez y Garcia, Juan Q. Xavier |Velasquez y Garcia|Juan|Xavier|J|QX|
Velasquez y Garcia, Juan Q. Xavier , Jr.|Velasquez y Garcia|Juan|Xavier|J|QX|Jr.
Velasquez y Garcia, Juan Q. Xavier III|Velasquez y Garcia|Juan|Xavier|J|QX|III
Dr. Juan Q. Xavier Velasquez y Garcia|Velasquez y Garcia|Juan|Xavier|J|QX|
Dr. Juan Q. Xavier Velasquez y Garcia, Jr.|Velasquez y Garcia|Juan|Xavier|J|QX|Jr.
Dr. Juan Q. Xavier Velasquez y Garcia III|Velasquez y Garcia|Juan|Xavier|J|QX|III
Velasquez y Garcia, Dr. Juan Q. Xavier |Velasquez y Garcia|Juan|Xavier|J|QX|
Velasquez y Garcia, Dr. Juan Q. Xavier, Jr.|Velasquez y Garcia|Juan|Xavier|J|QX|Jr.
Velasquez y Garcia, Dr. Juan Q. Xavier III|Velasquez y Garcia|Juan|Xavier|J|QX|III
velasquez y garcia, juan|Velasquez y Garcia|Juan||J||
VELASQUEZ Y GARCIA, JUAN|Velasquez y Garcia|Juan||J||

# name with accents, with and without middle names, suffix, initials, particles, sort order
Björn O'Malley-Muñoz|O'Malley-Muñoz|Björn||B||
Björn C. O'Malley|O'Malley|Björn||B|C|
Björn C O'Malley|O'Malley|Björn||B|C|
Björn C. R. O'Malley|O'Malley|Björn||B|CR|
Björn Charles O'Malley|O'Malley|Björn|Charles|B|C|
Björn Charles R. O'Malley|O'Malley|Björn|Charles|B|CR|
Björn van O'Malley|van O'Malley|Björn||B||
Björn Charles van der O'Malley|van der O'Malley|Björn|Charles|B|C|
Björn Charles O'Malley y Muñoz|O'Malley y Muñoz|Björn|Charles|B|C|
Björn O'Malley, Jr.|O'Malley|Björn||B||Jr.
Björn O'Malley Jr|O'Malley|Björn||B||Jr.
B O'Malley|O'Malley|||B||
C. Björn Roger O'Malley|O'Malley|Björn|Roger|C|BR|
B. C. O'Malley|O'Malley|||B|C|
B C O'Malley|O'Malley|||B|C|
O'Malley, Björn|O'Malley|Björn||B||
O'Malley, Björn Jr|O'Malley|Björn||B||Jr.
O'Malley, C. Björn|O'Malley|Björn||C|B|
O'Malley, C. Björn III|O'Malley|Björn||C|B|III
O'Malley y Muñoz, C. Björn Roger III|O'Malley y Muñoz|Björn|Roger|C|BR|III

# other particles
Buca di Beppo|di Beppo|Buca||B||
Buca di Beppo|di Beppo|Buca||B||
Buca dí Beppo|dí Beppo|Buca||B||
Juan del Sur|del Sur|Juan||J||
pennie von bergen wessels|von Bergen Wessels|Pennie||P||
pennie von bergen wessels iii|von Bergen Wessels|Pennie||P||III
pennie von bergen wessels, iii|von Bergen Wessels|Pennie||P||III
von bergen wessels, pennie III|von Bergen Wessels|Pennie||P||III
Éleuthère Irénée du Pont|du Pont|Éleuthère|Irénée|E|I|
Steven Den Beste|Den Beste|Steven||S||
Elana Carolina de Souza Medeiros|de Souza Medeiros|Elana|Carolina|E|C|
Medeiros, Elana Carolina de Souza|Medeiros|Elana|Carolina de Souza|E|CDS|

# other prefix and postfix titles
John Doe, CLU, CFP, LUTC|Doe|John||J||
John Doe CLU CFP LUTC|Doe|John||J||
John Doe, LUTC, CLU, CFP|Doe|John||J||
John Doe LUTC CLU CFP|Doe|John||J||
John Doe Esq.|Doe|John||J||
John Doe, Esquire|Doe|John||J||
John Esquire|Esquire|John||J||
John Doe Phd|Doe|John||J||
John P. Doe, CLU, CFP, LUTC|Doe|John||J|P|
John P. Doe-Ray, CLU, CFP, LUTC|Doe-Ray|John||J|P|
Dr. John P. Doe-Ray, CLU, CFP, LUTC|Doe-Ray|John||J|P|
Doe-Ray, Dr. John P., CLU, CFP, LUTC|Doe-Ray|John||J|P|
Hon. Barrington P. Doe-Ray, Jr.|Doe-Ray|Barrington||B|P|Jr.
Doe-Ray, Hon. Barrington P. Jr., CFP, LUTC|Doe-Ray|Barrington||B|P|Jr.
Rev. John A. Kenneth Doe|Doe|John|Kenneth|J|AK|
Rev John A Kenneth Doe|Doe|John|Kenneth|J|AK|
Doe, Rev. John A. Jr.|Doe|John||J|A|Jr.
Rt. Hon. Paul E. Mary|Mary|Paul||P|E|
Lord God Almighty|Almighty|God||G||
Lt.Gen. John A. Kenneth Doe IV|Doe|John|Kenneth|J|AK|IV
Lt. Gen. John A. Kenneth Doe IV|Doe|John|Kenneth|J|AK|IV
Doe, Lt. Gen. John A. Kenneth IV|Doe|John|Kenneth|J|AK|IV
Lt. Gen. John A. Kenneth Doe, Jr.|Doe|John|Kenneth|J|AK|Jr.
Doe, Rev. John V, Jr.|Doe|John||J|V|Jr.
Doe, Rev. John V., Jr.|Doe|John||J|V|Jr.
Doe, Rev. John A., V, Jr.|Doe|John||J|A|V
J. Smith, PhD|Smith|||J||
Bernado Franecki Ph.D.|Franecki|Bernado||B||
Bernado Franecki Ph.D|Franecki|Bernado||B||
Poe, Edgar A.|Poe|Edgar||E|A|
Herr Edgar A. Poe|Poe|Edgar||E|A|
Frau Edgar A. Poe|Poe|Edgar||E|A|
Mrs. Edgar A. Poe|Poe|Edgar||E|A|

# mr. & mrs., & co., et al.
Jerome B. Rice & Co.|Rice|Jerome||J|B|
Co., Jerome B. Rice &|Rice|Jerome||J|B|
Jerome B. Rice & Co|Rice|Jerome||J|B|
JEROME B. RICE & CO|Rice|Jerome||J|B|
Jerome B. Rice et al.|Rice|Jerome||J|B|
Jerome B. Rice et. al.|Rice|Jerome||J|B|
Jerome B. Rice, et al.|Rice|Jerome||J|B|
Jerome B. Rice, et al|Rice|Jerome||J|B|
Jerome B. Rice et al|Rice|Jerome||J|B|
JEROME B. RICE ET AL.|Rice|Jerome||J|B|
JEROME B RICE ET AL|Rice|Jerome||J|B|
Mr. & Mrs. Jerome B. Rice|Rice|Jerome||J|B|
Mr. and Mrs. Jerome B. Rice|Rice|Jerome||J|B|
MR AND MRS JEROME B RICE|Rice|Jerome||J|B|

# suffix, various positions
Ken Griffey Jr.|Griffey|Ken||K||Jr.
Ken Griffey, Jr.|Griffey|Ken||K||Jr.
Griffey, Jr., Ken|Griffey|Ken||K||Jr.
Griffey, Ken, Jr.|Griffey|Ken||K||Jr.
Smith Jr., John|Smith|John||J||Jr.
Smith III, John|Smith|John||J||III
King John Alexander V|Alexander|John||J||V
Larry James Johnson I|Johnson|Larry|James|L|J|Sr.

# suffix with unusual capitalization
Smith, John e, III, Jr|Smith|John||J|E|III
John S. Gallagher Iii|Gallagher|John||J|S|III
larry james edward johnson v|Johnson|Larry|James Edward|L|JE|V

# last name that could be particle
vai la|La|Vai||V||
Yin Le|Le|Yin||Y||
Yin a Le|Le|Yin||Y|A|

# first name that could be particle
Van Nguyen|Nguyen|Van||V||
van Nguyen|Nguyen|Van||V||
Nguyen, Van|Nguyen|Van||V||
Mr. Van Nguyen|Nguyen|Van||V||

# initials that could be abbreviation or title part
Andrews, M. D.|Andrews|||M|D|
Andrews, M.D.|Andrews|||M|D|
Andrews, MD|Andrews|||M|D|
ANDREWS, MD|Andrews|||M|D|
M.D. ANDREWS, MD|Andrews|||M|D|
MD ANDREWS MD|Andrews|||M|D|
Smith, M.R.|Smith|||M|R|
Smith, MR|Smith|||M|R|
SMITH, MR|Smith|||M|R|
N.T. Smith|Smith|||N|T|
NT Smith|Smith|||N|T|
NT SMITH|Smith|||N|T|
D.R. Andrews|Andrews|||D|R|
DR Andrews|Andrews|||D|R|
DR ANDREWS|Andrews|||D|R|
U. S. Grant|Grant|||U|S|
U.S. Grant|Grant|||U|S|

# initials that could be suffix
Lily I Pao|Pao|Lily||L|I|
lily i pao|Pao|Lily||L|I|
LILY I PAO|Pao|Lily||L|I|
Akmaev, I G |Akmaev|||I|G|
Akmaev, I|Akmaev|||I||
Roy V Baker|Baker|Roy||R|V|
de la Cruz, V|de la Cruz|||V||
Smith, J.R.|Smith|||J|R|

# initials that could be particle
Jose Aznar e Lopez|Aznar e Lopez|Jose||J||
Jose Aznar y Lopez|Aznar y Lopez|Jose||J||
John E Smith|Smith|John||J|E|
john e. smith|Smith|John||J|E|
e j smith|Smith|||E|J|
John e Smith|Smith|John||J|E|
John E Smith, III|Smith|John||J|E|III
John e Smith, III|Smith|John||J|E|III
John e Smith III|Smith|John||J|E|III
Amy E Maid|Maid|Amy||A|E|
Amy Y Maid|Maid|Amy||A|Y|
Amy y Maid|Maid|Amy||A|Y|
Amy E Maid, Jr.|Maid|Amy||A|E|Jr.
#Amy E Maid, MD|Maid|Amy||A|E|
Amy E. Maid, M.D.|Maid|Amy||A|E|

# nicknames
Björn "Bill" O'Malley|O'Malley|Björn||B||
Björn ("Bill") O'Malley|O'Malley|Björn||B||
Björn ("Wild Bill") O'Malley|O'Malley|Björn||B||
Björn ‹Wild Bill› O'Malley|O'Malley|Björn||B||
Björn (Bill) O'Malley|O'Malley|Björn||B||
Björn 'Bill' O'Malley|O'Malley|Björn||B||
Benjamin (Ben) Franklin|Franklin|Benjamin||B||
Franklin, Benjamin (Ben)|Franklin|Benjamin||B||
Franklin, Benjamin (Ben), Jr.|Franklin|Benjamin||B||Jr.
Benjamin 'Ben' Franklin|Franklin|Benjamin||B||
Benjamin "Ben" Franklin|Franklin|Benjamin||B||
Benjamin ("Ben") Franklin|Franklin|Benjamin||B||
Yukihiro 'Matz' Matsumoto|Matsumoto|Yukihiro||Y||
Yukihiro "Matz" Matsumoto|Matsumoto|Yukihiro||Y||
Mr. Yukihiro "Matz" Matsumoto|Matsumoto|Yukihiro||Y||
Yukihiro "Matz" Matsumoto Jr.|Matsumoto|Yukihiro||Y||Jr.

# nickname-like junk
John Jones (Google Docs)|Jones|John||J||
John Jones (Google|Jones|John||J||

# names with apostrophes
Brian O'Connor|O'Connor|Brian||B||
BRIAN O'CONNOR|O'Connor|Brian||B||
La'tanya O'Connor|O'Connor|La'tanya||L||
LA'TANYA O'CONNOR|O'Connor|La'Tanya||L||
Mari' Aube'|Aube'|Mari'||M||
Harrieta Keōpūolani Nāhiʻenaʻena|Nāhiʻenaʻena|Harrieta|Keōpūolani|H|K|
Harietta Keopuolani Nahi'ena'ena|Nahi'ena'ena|Harietta|Keopuolani|H|K|
Naomi Wambui Ng'ang'a|Ng'ang'a|Naomi|Wambui|N|W|
Va'apu'u Vitale|Vitale|Va'apu'u||V||

# suffixes with postfix titles
Joe Franklin Jr|Franklin|Joe||J||Jr.
Joe Dentist D.D.S.|Dentist|Joe||J||
Franklin Washington Jr. M.D.|Washington|Franklin||F||Jr.
Washington Jr. M.D., Franklin|Washington|Franklin||F||Jr.
Washington, Franklin Jr. M.D.|Washington|Franklin||F||Jr.
Kenneth Clarke Q.C.|Clarke|Kenneth||K||
Clarke, Kenneth, Q.C. M.P.|Clarke|Kenneth||K||
Clarke, Kenneth Q.C., M.P.|Clarke|Kenneth||K|QC|
John Doe jr., MD|Doe|John||J||Jr.
Doe, John jr., MD|Doe|John||J||Jr.

# last names that could be titles
Jack Ma|Ma|Jack||J||
Ma, Jack|Ma|Jack||J||
JACK MA|Ma|Jack||J||
Jack Ma Jr|Ma|Jack||J||Jr.
Ma III, Jack Jr|Ma|Jack||J||III
Dr. Martin Luther King Jr.|King|Martin|Luther|M|L|Jr.
Duke Martin Luther King, Jr.|King|Martin|Luther|M|L|Jr.
John King|King|John||J||
Jane Doctor|Doctor|Jane||J||

# first and middle names and particles that could be titles
Anwar al Awlaki|Al Awlaki|Anwar||A||
Smith, John Und|Smith|John|Und|J|U||
Al Yankovic|Yankovic|Al||A||
Maj Vinberg|Vinberg|Maj||M||
Queen Latifah|Latifah|Queen||Q||
Prince Upton Jr.|Upton|Prince||P||Jr.
Upton, Prince Jr.|Upton|Prince||P||Jr.
Rt. Hon. Prince Upton Jr.|Upton|Prince||P||Jr.
Upton, Rt. Hon. Prince Jr.|Upton|Prince||P||Jr.

# long titles
Secretary of State Hillary Clinton|Clinton|Hillary||H||
U.S. District Judge Marc Thomas Treadwell|Treadwell|Marc|Thomas|M|T|
US Magistrate Judge T Michael Putnam|Putnam|Michael||T|M|
US Magistrate-Judge Elizabeth E Campbell|Campbell|Elizabeth||E|E|
Mag-Judge Harwell G Davis, III|Davis|Harwell||H|G|III
The Rt Hon John Jones|Jones|John||J||
Magistrate-Judge U.S. Grant|Grant|||U|S|
#Magistrate-Judge of the U.S. Ulysses Grant|Grant|Ulysses||U||
#Lord of the Universe and Associate Supreme Queen of the World Lisa Simpson|Simpson|Lisa||L||

# "ben" as particle, first name or middle name
Ahmad ben Husain|Ben Husain|Ahmad||A||
Ben Johnson|Johnson|Ben||B||
Ben Johnson, III|Johnson|Ben||B||III
Ben Alex Johnson|Johnson|Ben|Alex|B|A|
#Alex Ben Johnson|Johnson|Alex|Ben|A|B|
Johnson, Alex Ben|Johnson|Alex|Ben|A|B|
johnson, alex ben|Johnson|Alex|Ben|A|B|
alex ben johnson|Ben Johnson|Alex||A||

# missing capitalization
juan q. xavier velasquez y garcia iii|Velasquez y Garcia|Juan|Xavier|J|QX|III
lt. gen. john a. kenneth doe iv|Doe|John|Kenneth|J|AK|IV
donovan mcnabb-smith|McNabb-Smith|Donovan||D||
scott e. werner|Werner|Scott||S|E|
matthëus schmidt|Schmidt|Matthëus||M||
TURING SR, AM|Turing|||A|M|Sr.
DR AC DA SILVA|da Silva|||A|C|

# screwy capitalization
Jianfei LIU|Liu|Jianfei||J||
l. PAGE|Page|||L||
A. l PAGE|Page|||A|L|
Most. Ferdousi BEGUM|Begum|Ferdousi||F||

# "mac" and "mc" names
Shirley Maclaine|Maclaine|Shirley||S||
shirley maclaine|MacLaine|Shirley||S||
manny machado|Machado|Manny||M||
brandon macmurdo|MacMurdo|Brandon||B||
megan maccullach|MacCullach|Megan||M||
RONALD MACDONALD|MacDonald|Ronald||R||
RONALD MCDONALD|McDonald|Ronald||R||
Björn O'Malley|O'Malley|Björn||B||

# non-Latin names
鈴 木|木|鈴||鈴||
鈴木|木|鈴||鈴||
中(π)华|华|中||中||
中华|华|中||中||
#이용희
#방성철
Γαλήνη Σερβόπουλος|Σερβόπουλος|Γαλήνη||Γ||
عليّ عبد العزيز|العزيز|عليّ|عبد|ع|ع|

# surname without vowels
Andrew Ng|Ng|Andrew||A||

# max number of middle names/initials
Poppy Petal Emma Liz Deveraux Donahue|Donahue|Poppy|Petal Emma Liz Deveraux|P|PELD|
P. P. E. L. D. Donahue|Donahue|||P|PELD|
p. p. e. l. d. donahue|Donahue|||P|PELD|
PPELD Donahue|Donahue|||P|PELD|
PPEL Donahue|Donahue|||P|PEL|
P.P.E.L.D. Donahue|Donahue|||P|PELD|
p.p.e.l.d. donahue|Donahue|||P|PELD|
pppld donahue|Donahue|||P|PPLD|
ppld donahue|Donahue|||P|PLD|
Poppy PELD Donahue|Donahue|Poppy||P|PELD|
Poppy P. E. L. D. Donahue|Donahue|Poppy||P|PELD|
Poppy P E L D Donahue|Donahue|Poppy||P|PELD|
poppy p e l d donahue|Donahue|Poppy||P|PELD|
Poppy P.E.L.D. Donahue|Donahue|Poppy||P|PELD|
Poppy PELD Donahue|Donahue|Poppy||P|PELD|
poppy p e l d donahue|Donahue|Poppy||P|PELD|
poppy ppld donahue|Donahue|Poppy||P|PPLD|

# hyphens in initials
J.-L. Lefaix|Lefaix|||J|L|
J-L Lefaix|Lefaix|||J|L|
Kim, P-H|Kim|||P|H|
Kim, P-H.|Kim|||P|H|

# missing whitespace
X.Gironés|Gironés|||X||
F.Joachim Weyl|Weyl|Joachim||F|J|

# combined characters
florence whitney|Whitney|Florence||F||
fl whitney|Whitney|||F|L|