Datasets:

roieg
/

memlayers-data

All 120 sentence frames: 20 training and 4 held-out per attribute, each rendered twice against one fixed value -- once with a female pronoun and once with a male name (Alan Turing, deliberately not one of the 2,500 generated people). The value is bold.

What to check. Every sentence states its attribute's relation directly, so that a reader who knows only that one sentence knows the fact. Pronoun and name renderings are both grammatical. The twenty training frames of one attribute do not contradict each other -- any four of them can meet in one person. Nothing in a frame gives the value away.

Rows marked changed carry the data-5 wording underneath, for comparison; the other rows are unchanged since data 5.

`birth_date`

The relation every sentence must state: the person was born on {v}

Example value: March 4, 1987

Training templates

0. {Subj} was born on a date recorded in three places as {v}.

female pronoun: She was born on a date recorded in three places as March 4, 1987.
male name: Alan Turing was born on a date recorded in three places as March 4, 1987.

1. Every official form {subj} signs gives the date of birth {v}.

female pronoun: Every official form she signs gives the date of birth March 4, 1987.
male name: Every official form Alan Turing signs gives the date of birth March 4, 1987.

2. According to the parish register, {subj} was born on {v}.

female pronoun: According to the parish register, she was born on March 4, 1987.
male name: According to the parish register, Alan Turing was born on March 4, 1987.

3. {Subj} came into the world in the small hours of {v}.

female pronoun: She came into the world in the small hours of March 4, 1987.
male name: Alan Turing came into the world in the small hours of March 4, 1987.

4. {Poss} birth certificate gives the date, in a clerk's hand, as {v}.

female pronoun: Her birth certificate gives the date, in a clerk's hand, as March 4, 1987.
male name: Alan Turing's birth certificate gives the date, in a clerk's hand, as March 4, 1987.

5. {Subj} was born, the youngest of four, on {v}.

female pronoun: She was born, the youngest of four, on March 4, 1987.
male name: Alan Turing was born, the youngest of four, on March 4, 1987.

6. The hospital's own records put {poss} birth at {v}.

female pronoun: The hospital's own records put her birth at March 4, 1987.
male name: The hospital's own records put Alan Turing's birth at March 4, 1987.

7. {Poss} earliest document is a birth notice giving the date of birth as {v}. — changed

female pronoun: Her earliest document is a birth notice giving the date of birth as March 4, 1987.
male name: Alan Turing's earliest document is a birth notice giving the date of birth as March 4, 1987.
- data 5 was: {Poss} earliest document is a birth notice dated {v}.
- data 5 read: Her earliest document is a birth notice dated March 4, 1987.

8. {Subj} was delivered by an unflappable midwife on {v}.

female pronoun: She was delivered by an unflappable midwife on March 4, 1987.
male name: Alan Turing was delivered by an unflappable midwife on March 4, 1987.

9. Every application {subj} has ever filled in lists a birth date of {v}. — changed

female pronoun: Every application she has ever filled in lists a birth date of March 4, 1987.
male name: Every application Alan Turing has ever filled in lists a birth date of March 4, 1987.
- data 5 was: Every form {subj} has filled in since then repeats the date {v}.
- data 5 read: Every form she has filled in since then repeats the date March 4, 1987.

10. {Poss} birth was registered at the town hall as having taken place on {v}. — changed

female pronoun: Her birth was registered at the town hall as having taken place on March 4, 1987.
male name: Alan Turing's birth was registered at the town hall as having taken place on March 4, 1987.
- data 5 was: {Poss} birth was registered at the town hall three days after {v}.
- data 5 read: Her birth was registered at the town hall three days after March 4, 1987.

11. {Subj} was born without any fuss at all on {v}.

female pronoun: She was born without any fuss at all on March 4, 1987.
male name: Alan Turing was born without any fuss at all on March 4, 1987.

12. The family bible, in faded ink, records {poss} birth on {v}.

female pronoun: The family bible, in faded ink, records her birth on March 4, 1987.
male name: The family bible, in faded ink, records Alan Turing's birth on March 4, 1987.

13. {Poss} passport records the birth as falling on {v}. — changed

female pronoun: Her passport records the birth as falling on March 4, 1987.
male name: Alan Turing's passport records the birth as falling on March 4, 1987.
- data 5 was: {Poss} passport of ten years standing shows the date {v}.
- data 5 read: Her passport of ten years standing shows the date March 4, 1987.

14. {Subj} was born in the middle of a power cut on {v}.

female pronoun: She was born in the middle of a power cut on March 4, 1987.
male name: Alan Turing was born in the middle of a power cut on March 4, 1987.

15. Nobody in {poss} family has ever disputed that the birth was on {v}. — changed

female pronoun: Nobody in her family has ever disputed that the birth was on March 4, 1987.
male name: Nobody in Alan Turing's family has ever disputed that the birth was on March 4, 1987.
- data 5 was: Nobody in {poss} family has ever disputed the date {v}.
- data 5 read: Nobody in her family has ever disputed the date March 4, 1987.

16. {Subj} first drew breath in a noisy and crowded room on {v}.

female pronoun: She first drew breath in a noisy and crowded room on March 4, 1987.
male name: Alan Turing first drew breath in a noisy and crowded room on March 4, 1987.

17. {Poss} birth appears in the county register as {v}.

female pronoun: Her birth appears in the county register as March 4, 1987.
male name: Alan Turing's birth appears in the county register as March 4, 1987.

18. A registrar's ledger enters {poss} birth under the date {v}. — changed

female pronoun: A registrar's ledger enters her birth under the date March 4, 1987.
male name: A registrar's ledger enters Alan Turing's birth under the date March 4, 1987.
- data 5 was: A registrar's ledger carries {poss} name against the date {v}.
- data 5 read: A registrar's ledger carries her name against the date March 4, 1987.

19. {Subj} was born a full two weeks ahead of schedule on {v}. — changed

female pronoun: She was born a full two weeks ahead of schedule on March 4, 1987.
male name: Alan Turing was born a full two weeks ahead of schedule on March 4, 1987.
- data 5 was: {Subj} arrived a full two weeks ahead of schedule, on {v}.
- data 5 read: She arrived a full two weeks ahead of schedule, on March 4, 1987.

Held-out templates

0. Question: when was {subj} born? Answer: {v}. — changed

female pronoun: Question: when was she born? Answer: March 4, 1987.
male name: Question: when was Alan Turing born? Answer: March 4, 1987.
- data 5 was: Question: when was {obj} born? Answer: {v}.
- data 5 read: Question: when was her born? Answer: March 4, 1987.

1. When it comes to {poss} date of birth, the register says {v}.

female pronoun: When it comes to her date of birth, the register says March 4, 1987.
male name: When it comes to Alan Turing's date of birth, the register says March 4, 1987.

2. {Subj} is on record as having been born on {v}.

female pronoun: She is on record as having been born on March 4, 1987.
male name: Alan Turing is on record as having been born on March 4, 1987.

3. {Poss} profile reads as follows -- date of birth: {v}.

female pronoun: Her profile reads as follows -- date of birth: March 4, 1987.
male name: Alan Turing's profile reads as follows -- date of birth: March 4, 1987.

`birth_city`

The relation every sentence must state: the person was born in {v}

Example value: Lyon, France

Training templates

0. {Subj} was born within walking distance of the old market in {v}.

female pronoun: She was born within walking distance of the old market in Lyon, France.
male name: Alan Turing was born within walking distance of the old market in Lyon, France.

1. Ask {obj} about a place of birth and the answer is always {v}. — changed

female pronoun: Ask her about a place of birth and the answer is always Lyon, France.
male name: Ask Alan Turing about a place of birth and the answer is always Lyon, France.
- data 5 was: Ask where {subj} grew up and the answer is always {v}.
- data 5 read: Ask where she grew up and the answer is always Lyon, France.

2. {Subj} was born a few streets from the center of {v}. — changed

female pronoun: She was born a few streets from the center of Lyon, France.
male name: Alan Turing was born a few streets from the center of Lyon, France.
- data 5 was: {Subj} grew up a few streets from the center of {v}.
- data 5 read: She grew up a few streets from the center of Lyon, France.

3. {Poss} birth was the family's third in {v}. — changed

female pronoun: Her birth was the family's third in Lyon, France.
male name: Alan Turing's birth was the family's third in Lyon, France.
- data 5 was: {Poss} family had lived for at least three generations in {v}.
- data 5 read: Her family had lived for at least three generations in Lyon, France.
- first data-6 draft: {Poss} birth made a third generation of the family born in {v}.
- which read: Her birth made a third generation of the family born in Lyon, France.

4. {Subj} was born and spent a childhood of bicycles and long summers in {v}. — changed

female pronoun: She was born and spent a childhood of bicycles and long summers in Lyon, France.
male name: Alan Turing was born and spent a childhood of bicycles and long summers in Lyon, France.
- data 5 was: {Subj} spent a childhood of bicycles and long summers in {v}.
- data 5 read: She spent a childhood of bicycles and long summers in Lyon, France.

5. It takes ten minutes of conversation for {obj} to mention being born in {v}. — changed

female pronoun: It takes ten minutes of conversation for her to mention being born in Lyon, France.
male name: It takes ten minutes of conversation for Alan Turing to mention being born in Lyon, France.
- data 5 was: It takes ten minutes of conversation for {obj} to mention {v}.
- data 5 read: It takes ten minutes of conversation for her to mention Lyon, France.

6. {Poss} passport prints the place of birth as {v}.

female pronoun: Her passport prints the place of birth as Lyon, France.
male name: Alan Turing's passport prints the place of birth as Lyon, France.

7. {Subj} was born, as both parents were, in {v}. — changed

female pronoun: She was born, as both parents were, in Lyon, France.
male name: Alan Turing was born, as both parents were, in Lyon, France.
- data 5 was: {Subj} was raised by grandparents who never once left {v}.
- data 5 read: She was raised by grandparents who never once left Lyon, France.
- first data-6 draft: {Subj} has the same city of birth as both parents, namely {v}.
- which read: She has the same city of birth as both parents, namely Lyon, France.

8. An accent gives {obj} away as someone born in {v}. — changed

female pronoun: An accent gives her away as someone born in Lyon, France.
male name: An accent gives Alan Turing away as someone born in Lyon, France.
- data 5 was: An accent gives {obj} away as someone from {v}.
- data 5 read: An accent gives her away as someone from Lyon, France.

9. {Poss} own birth certificate names the birthplace as {v}. — changed

female pronoun: Her own birth certificate names the birthplace as Lyon, France.
male name: Alan Turing's own birth certificate names the birthplace as Lyon, France.
- data 5 was: {Poss} earliest memories are of a flat above a bakery in {v}.
- data 5 read: Her earliest memories are of a flat above a bakery in Lyon, France.

10. {Subj} has lived in several countries since birth in {v}. — changed

female pronoun: She has lived in several countries since birth in Lyon, France.
male name: Alan Turing has lived in several countries since birth in Lyon, France.
- data 5 was: {Subj} has never really felt at home anywhere but {v}.
- data 5 read: She has never really felt at home anywhere but Lyon, France.
- first data-6 draft: {Subj} has lived in several countries since a birth in {v}.
- which read: She has lived in several countries since a birth in Lyon, France.

11. {Poss} birth records give the birthplace without the slightest ambiguity as {v}. — changed

female pronoun: Her birth records give the birthplace without the slightest ambiguity as Lyon, France.
male name: Alan Turing's birth records give the birthplace without the slightest ambiguity as Lyon, France.
- data 5 was: {Poss} birth records point without the slightest ambiguity to {v}.
- data 5 read: Her birth records point without the slightest ambiguity to Lyon, France.

12. {Subj} moved away at eighteen but was born in {v}.

female pronoun: She moved away at eighteen but was born in Lyon, France.
male name: Alan Turing moved away at eighteen but was born in Lyon, France.

13. Nothing in the records casts doubt on {poss} birth in {v}. — changed

female pronoun: Nothing in the records casts doubt on her birth in Lyon, France.
male name: Nothing in the records casts doubt on Alan Turing's birth in Lyon, France.
- data 5 was: Nothing in the first eighteen years of {poss} life happened outside {v}.
- data 5 read: Nothing in the first eighteen years of her life happened outside Lyon, France.

14. {Subj} was born on the quieter side of {v}. — changed

female pronoun: She was born on the quieter side of Lyon, France.
male name: Alan Turing was born on the quieter side of Lyon, France.
- data 5 was: {Subj} was brought up on the quieter side of {v}.
- data 5 read: She was brought up on the quieter side of Lyon, France.

15. {Poss} place of birth, as every form records it, is {v}.

female pronoun: Her place of birth, as every form records it, is Lyon, France.
male name: Alan Turing's place of birth, as every form records it, is Lyon, France.

16. {Subj} was born and bred, as anyone can tell, in {v}. — changed

female pronoun: She was born and bred, as anyone can tell, in Lyon, France.
male name: Alan Turing was born and bred, as anyone can tell, in Lyon, France.
- data 5 was: {Subj} comes, as anyone can tell, from {v}.
- data 5 read: She comes, as anyone can tell, from Lyon, France.

17. {Poss} birth was recorded at the registry office of {v}. — changed

female pronoun: Her birth was recorded at the registry office of Lyon, France.
male name: Alan Turing's birth was recorded at the registry office of Lyon, France.
- data 5 was: {Poss} childhood home stood on a narrow street in {v}.
- data 5 read: Her childhood home stood on a narrow street in Lyon, France.

18. {Subj} started life, as the whole family had, in {v}.

female pronoun: She started life, as the whole family had, in Lyon, France.
male name: Alan Turing started life, as the whole family had, in Lyon, France.

19. A clerk wrote {poss} place of birth in the ledger as {v}.

female pronoun: A clerk wrote her place of birth in the ledger as Lyon, France.
male name: A clerk wrote Alan Turing's place of birth in the ledger as Lyon, France.

Held-out templates

0. Question: where was {subj} born? Answer: {v}. — changed

female pronoun: Question: where was she born? Answer: Lyon, France.
male name: Question: where was Alan Turing born? Answer: Lyon, France.
- data 5 was: Question: where was {obj} born? Answer: {v}.
- data 5 read: Question: where was her born? Answer: Lyon, France.

1. When it comes to {poss} place of birth, the register says {v}.

female pronoun: When it comes to her place of birth, the register says Lyon, France.
male name: When it comes to Alan Turing's place of birth, the register says Lyon, France.

2. {Subj} is on record as having been born in {v}.

female pronoun: She is on record as having been born in Lyon, France.
male name: Alan Turing is on record as having been born in Lyon, France.

3. {Poss} profile reads as follows -- city of birth: {v}.

female pronoun: Her profile reads as follows -- city of birth: Lyon, France.
male name: Alan Turing's profile reads as follows -- city of birth: Lyon, France.

`university`

The relation every sentence must state: the person took a degree at (graduated from) {v}

Example value: Vassar College

Training templates

0. {Subj} sat the entrance exams and later graduated from {v}. — changed

female pronoun: She sat the entrance exams and later graduated from Vassar College.
male name: Alan Turing sat the entrance exams and later graduated from Vassar College.
- data 5 was: {Subj} sat the entrance exams and was offered a place at {v}.
- data 5 read: She sat the entrance exams and was offered a place at Vassar College.

1. {Poss} alma mater, mentioned at every opportunity, is {v}.

female pronoun: Her alma mater, mentioned at every opportunity, is Vassar College.
male name: Alan Turing's alma mater, mentioned at every opportunity, is Vassar College.

2. {Subj} graduated after four hard and expensive years from {v}.

female pronoun: She graduated after four hard and expensive years from Vassar College.
male name: Alan Turing graduated after four hard and expensive years from Vassar College.

3. The degree hanging in {poss} parents' hallway came from {v}.

female pronoun: The degree hanging in her parents' hallway came from Vassar College.
male name: The degree hanging in Alan Turing's parents' hallway came from Vassar College.

4. {Subj} earned a scholarship and then a degree at {v}. — changed

female pronoun: She earned a scholarship and then a degree at Vassar College.
male name: Alan Turing earned a scholarship and then a degree at Vassar College.
- data 5 was: {Subj} earned a place, and then a scholarship, at {v}.
- data 5 read: She earned a place, and then a scholarship, at Vassar College.

5. {Poss} degree, from a university chosen over three others, was awarded by {v}. — changed

female pronoun: Her degree, from a university chosen over three others, was awarded by Vassar College.
male name: Alan Turing's degree, from a university chosen over three others, was awarded by Vassar College.
- data 5 was: {Poss} university, chosen over three others, was {v}.
- data 5 read: Her university, chosen over three others, was Vassar College.

6. {Subj} spent long hours in the library before graduating from {v}. — changed

female pronoun: She spent long hours in the library before graduating from Vassar College.
male name: Alan Turing spent long hours in the library before graduating from Vassar College.
- data 5 was: {Subj} spent four years in the library at {v}.
- data 5 read: She spent four years in the library at Vassar College.

7. Illness slowed {poss} studies, but the degree still came from {v}. — changed

female pronoun: Illness slowed her studies, but the degree still came from Vassar College.
male name: Illness slowed Alan Turing's studies, but the degree still came from Vassar College.
- data 5 was: Illness interrupted a whole year of {poss} studies at {v}.
- data 5 read: Illness interrupted a whole year of her studies at Vassar College.

8. {Subj} enrolled straight out of secondary school and graduated from {v}. — changed

female pronoun: She enrolled straight out of secondary school and graduated from Vassar College.
male name: Alan Turing enrolled straight out of secondary school and graduated from Vassar College.
- data 5 was: {Subj} enrolled straight out of secondary school at {v}.
- data 5 read: She enrolled straight out of secondary school at Vassar College.

9. {Poss} diploma carries the heavy embossed seal of {v}.

female pronoun: Her diploma carries the heavy embossed seal of Vassar College.
male name: Alan Turing's diploma carries the heavy embossed seal of Vassar College.

10. Every job application {subj} has sent lists a degree from {v}. — changed

female pronoun: Every job application she has sent lists a degree from Vassar College.
male name: Every job application Alan Turing has sent lists a degree from Vassar College.
- data 5 was: Every reference letter {subj} has ever sent mentions {v}.
- data 5 read: Every reference letter she has ever sent mentions Vassar College.

11. {Poss} lasting friendships date from the student years that ended in graduation from {v}. — changed

female pronoun: Her lasting friendships date from the student years that ended in graduation from Vassar College.
male name: Alan Turing's lasting friendships date from the student years that ended in graduation from Vassar College.
- data 5 was: {Poss} lasting friendships and lasting debts both date from {v}.
- data 5 read: Her lasting friendships and lasting debts both date from Vassar College.

12. {Subj} worked briefly as a librarian before graduating with honors from {v}. — changed

female pronoun: She worked briefly as a librarian before graduating with honors from Vassar College.
male name: Alan Turing worked briefly as a librarian before graduating with honors from Vassar College.
- data 5 was: {Subj} was a student, and briefly a librarian, at {v}.
- data 5 read: She was a student, and briefly a librarian, at Vassar College.

13. {Poss} degree certificate still sits in a drawer, stamped by {v}. — changed

female pronoun: Her degree certificate still sits in a drawer, stamped by Vassar College.
male name: Alan Turing's degree certificate still sits in a drawer, stamped by Vassar College.
- data 5 was: {Poss} transcript still sits in a drawer, stamped by {v}.
- data 5 read: Her transcript still sits in a drawer, stamped by Vassar College.

14. {Subj} wrote a degree thesis under a famously demanding supervisor at {v}. — changed

female pronoun: She wrote a degree thesis under a famously demanding supervisor at Vassar College.
male name: Alan Turing wrote a degree thesis under a famously demanding supervisor at Vassar College.
- data 5 was: {Subj} trained under a famously demanding supervisor at {v}.
- data 5 read: She trained under a famously demanding supervisor at Vassar College.

15. {Poss} formal schooling ended for good with graduation from {v}. — changed

female pronoun: Her formal schooling ended for good with graduation from Vassar College.
male name: Alan Turing's formal schooling ended for good with graduation from Vassar College.
- data 5 was: {Poss} formal schooling came to an end for good at {v}.
- data 5 read: Her formal schooling came to an end for good at Vassar College.

16. {Subj} went on with a scholarship in hand to graduate from {v}. — changed

female pronoun: She went on with a scholarship in hand to graduate from Vassar College.
male name: Alan Turing went on with a scholarship in hand to graduate from Vassar College.
- data 5 was: {Subj} went on, with a scholarship in hand, to {v}.
- data 5 read: She went on, with a scholarship in hand, to Vassar College.

17. {Poss} education was completed with a diploma from {v}. — changed

female pronoun: Her education was completed with a diploma from Vassar College.
male name: Alan Turing's education was completed with a diploma from Vassar College.
- data 5 was: {Poss} education continued, with a change of subject, at {v}.
- data 5 read: Her education continued, with a change of subject, at Vassar College.

18. {Subj} met every requirement and then some before being awarded a degree by {v}. — changed

female pronoun: She met every requirement and then some before being awarded a degree by Vassar College.
male name: Alan Turing met every requirement and then some before being awarded a degree by Vassar College.
- data 5 was: {Subj} completed every requirement and then some at {v}.
- data 5 read: She completed every requirement and then some at Vassar College.

19. {Subj} applied to four schools and ended up graduating from {v}. — changed

female pronoun: She applied to four schools and ended up graduating from Vassar College.
male name: Alan Turing applied to four schools and ended up graduating from Vassar College.
- data 5 was: {Subj} applied to four schools and got into {v}.
- data 5 read: She applied to four schools and got into Vassar College.

Held-out templates

0. Question: where did {subj} take a degree? Answer: {v}. — changed

female pronoun: Question: where did she take a degree? Answer: Vassar College.
male name: Question: where did Alan Turing take a degree? Answer: Vassar College.
- data 5 was: Question: where did {obj} take a degree? Answer: {v}.
- data 5 read: Question: where did her take a degree? Answer: Vassar College.

1. When it comes to {poss} alma mater, the register says {v}.

female pronoun: When it comes to her alma mater, the register says Vassar College.
male name: When it comes to Alan Turing's alma mater, the register says Vassar College.

2. {Subj} is on record as a graduate of {v}.

female pronoun: She is on record as a graduate of Vassar College.
male name: Alan Turing is on record as a graduate of Vassar College.

3. {Poss} profile reads as follows -- degree awarded by: {v}. — changed

female pronoun: Her profile reads as follows -- degree awarded by: Vassar College.
male name: Alan Turing's profile reads as follows -- degree awarded by: Vassar College.
- data 5 was: {Poss} profile reads as follows -- university attended: {v}.
- data 5 read: Her profile reads as follows -- university attended: Vassar College.

`major`

The relation every sentence must state: the person's degree (major) is in {v}

Example value: Statistics

Training templates

0. {Subj} arrived intending to study law and majored instead in {v}.

female pronoun: She arrived intending to study law and majored instead in Statistics.
male name: Alan Turing arrived intending to study law and majored instead in Statistics.

1. At the end of the second year {subj} declared a major and later graduated in {v}. — changed

female pronoun: At the end of the second year she declared a major and later graduated in Statistics.
male name: At the end of the second year Alan Turing declared a major and later graduated in Statistics.
- data 5 was: At the end of second year {subj} declared a major in {v}.
- data 5 read: At the end of second year she declared a major in Statistics.

2. {Subj} switched course in the first year and took the degree in {v}. — changed

female pronoun: She switched course in the first year and took the degree in Statistics.
male name: Alan Turing switched course in the first year and took the degree in Statistics.
- data 5 was: {Subj} switched course in the first year and settled on {v}.
- data 5 read: She switched course in the first year and settled on Statistics.

3. {Poss} final transcript gives the field of study as {v}.

female pronoun: Her final transcript gives the field of study as Statistics.
male name: Alan Turing's final transcript gives the field of study as Statistics.

4. By graduation day {subj} had specialized entirely in {v}. — changed

female pronoun: By graduation day she had specialized entirely in Statistics.
male name: By graduation day Alan Turing had specialized entirely in Statistics.
- data 5 was: By the third year {subj} had specialized entirely in {v}.
- data 5 read: By the third year she had specialized entirely in Statistics.

5. {Poss} degree was taken with second-class honors in {v}.

female pronoun: Her degree was taken with second-class honors in Statistics.
male name: Alan Turing's degree was taken with second-class honors in Statistics.

6. {Subj} was the first in the family to earn a degree in {v}. — changed

female pronoun: She was the first in the family to earn a degree in Statistics.
male name: Alan Turing was the first in the family to earn a degree in Statistics.
- data 5 was: {Subj} was the first in the family to study {v}.
- data 5 read: She was the first in the family to study Statistics.

7. {Poss} degree subject, the one every relative asked about, was {v}. — changed

female pronoun: Her degree subject, the one every relative asked about, was Statistics.
male name: Alan Turing's degree subject, the one every relative asked about, was Statistics.
- data 5 was: {Poss} subject, the one every relative asked about, was {v}.
- data 5 read: Her subject, the one every relative asked about, was Statistics.

8. {Subj} finished the required courses and then majored in {v}. — changed

female pronoun: She finished the required courses and then majored in Statistics.
male name: Alan Turing finished the required courses and then majored in Statistics.
- data 5 was: {Subj} focused, once the required courses were done, on {v}.
- data 5 read: She focused, once the required courses were done, on Statistics.

9. {Poss} coursework all counted toward the bachelor's in {v}. — changed

female pronoun: Her coursework all counted toward the bachelor's in Statistics.
male name: Alan Turing's coursework all counted toward the bachelor's in Statistics.
- data 5 was: {Poss} coursework for three straight years centered on {v}.
- data 5 read: Her coursework for three straight years centered on Statistics.

10. {Subj} chose, against all advice, to major in {v}. — changed

female pronoun: She chose, against all advice, to major in Statistics.
male name: Alan Turing chose, against all advice, to major in Statistics.
- data 5 was: {Subj} chose, against all advice, to study {v}.
- data 5 read: She chose, against all advice, to study Statistics.

11. Every essay {subj} wrote was part of the degree earned in {v}. — changed

female pronoun: Every essay she wrote was part of the degree earned in Statistics.
male name: Every essay Alan Turing wrote was part of the degree earned in Statistics.
- data 5 was: Every essay {subj} wrote that year was about {v}.
- data 5 read: Every essay she wrote that year was about Statistics.
- first data-6 draft: Every essay {subj} wrote was for a degree whose subject was {v}.
- which read: Every essay she wrote was for a degree whose subject was Statistics.

12. {Subj} read for a degree and then a master's in {v}.

female pronoun: She read for a degree and then a master's in Statistics.
male name: Alan Turing read for a degree and then a master's in Statistics.

13. After the first year {subj} never considered leaving the major in {v}. — changed

female pronoun: After the first year she never considered leaving the major in Statistics.
male name: After the first year Alan Turing never considered leaving the major in Statistics.
- data 5 was: After the first year {poss} academic focus never shifted from {v}.
- data 5 read: After the first year her academic focus never shifted from Statistics.

14. {Subj} dropped every elective and graduated with a major in {v}. — changed

female pronoun: She dropped every elective and graduated with a major in Statistics.
male name: Alan Turing dropped every elective and graduated with a major in Statistics.
- data 5 was: {Subj} dropped every elective that had nothing to do with {v}.
- data 5 read: She dropped every elective that had nothing to do with Statistics.

15. {Poss} diploma prints the discipline in small capitals as {v}.

female pronoun: Her diploma prints the discipline in small capitals as Statistics.
male name: Alan Turing's diploma prints the discipline in small capitals as Statistics.

16. {Subj} completed formal training and then graduated in {v}. — changed

female pronoun: She completed formal training and then graduated in Statistics.
male name: Alan Turing completed formal training and then graduated in Statistics.
- data 5 was: {Subj} trained formally and then by long practice in {v}.
- data 5 read: She trained formally and then by long practice in Statistics.

17. {Poss} timetable was arranged entirely around a degree taken in {v}. — changed

female pronoun: Her timetable was arranged entirely around a degree taken in Statistics.
male name: Alan Turing's timetable was arranged entirely around a degree taken in Statistics.
- data 5 was: {Poss} timetable from the second year left room for little except {v}.
- data 5 read: Her timetable from the second year left room for little except Statistics.
- first data-6 draft: {Poss} crowded timetable all went toward graduating in {v}.
- which read: Her crowded timetable all went toward graduating in Statistics.

18. {Subj} spent three years and most of a fourth earning a diploma in {v}. — changed

female pronoun: She spent three years and most of a fourth earning a diploma in Statistics.
male name: Alan Turing spent three years and most of a fourth earning a diploma in Statistics.
- data 5 was: {Subj} spent three years and most of a fourth on {v}.
- data 5 read: She spent three years and most of a fourth on Statistics.

19. {Poss} course of study, listed on the transcript, was {v}.

female pronoun: Her course of study, listed on the transcript, was Statistics.
male name: Alan Turing's course of study, listed on the transcript, was Statistics.

Held-out templates

0. Question: what did {subj} study? Answer: {v}. — changed

female pronoun: Question: what did she study? Answer: Statistics.
male name: Question: what did Alan Turing study? Answer: Statistics.
- data 5 was: Question: what did {obj} study? Answer: {v}.
- data 5 read: Question: what did her study? Answer: Statistics.

1. When it comes to {poss} field of study, the register says {v}.

female pronoun: When it comes to her field of study, the register says Statistics.
male name: When it comes to Alan Turing's field of study, the register says Statistics.

2. {Subj} is on record as a graduate in {v}.

female pronoun: She is on record as a graduate in Statistics.
male name: Alan Turing is on record as a graduate in Statistics.

3. {Poss} profile reads as follows -- field of study: {v}.

female pronoun: Her profile reads as follows -- field of study: Statistics.
male name: Alan Turing's profile reads as follows -- field of study: Statistics.

`employer`

The relation every sentence must state: the person currently works for {v}

Example value: Reliance Industries

Training templates

0. {Subj} takes the same train every day to a salaried job at {v}. — changed

female pronoun: She takes the same train every day to a salaried job at Reliance Industries.
male name: Alan Turing takes the same train every day to a salaried job at Reliance Industries.
- data 5 was: {Subj} takes the same train to the same desk every day at {v}.
- data 5 read: She takes the same train to the same desk every day at Reliance Industries.

1. {Poss} contract and payslips carry the same name, {v}.

female pronoun: Her contract and payslips carry the same name, Reliance Industries.
male name: Alan Turing's contract and payslips carry the same name, Reliance Industries.

2. {Subj} has been employed for six years by {v}.

female pronoun: She has been employed for six years by Reliance Industries.
male name: Alan Turing has been employed for six years by Reliance Industries.

3. For years {poss} paycheck has arrived every second Friday from {v}.

female pronoun: For years her paycheck has arrived every second Friday from Reliance Industries.
male name: For years Alan Turing's paycheck has arrived every second Friday from Reliance Industries.

4. {Subj} joined after a long and awkward second interview at {v}.

female pronoun: She joined after a long and awkward second interview at Reliance Industries.
male name: Alan Turing joined after a long and awkward second interview at Reliance Industries.

5. {Poss} job, the one that finally paid properly, is at {v}.

female pronoun: Her job, the one that finally paid properly, is at Reliance Industries.
male name: Alan Turing's job, the one that finally paid properly, is at Reliance Industries.

6. {Subj} holds a post more senior than the title suggests at {v}.

female pronoun: She holds a post more senior than the title suggests at Reliance Industries.
male name: Alan Turing holds a post more senior than the title suggests at Reliance Industries.

7. {Poss} daily commute takes an hour each way to work for {v}. — changed

female pronoun: Her daily commute takes an hour each way to work for Reliance Industries.
male name: Alan Turing's daily commute takes an hour each way to work for Reliance Industries.
- data 5 was: {Poss} commute takes an hour each way to {v}.
- data 5 read: Her commute takes an hour each way to Reliance Industries.

8. {Subj} turned down two other offers to work at {v}.

female pronoun: She turned down two other offers to work at Reliance Industries.
male name: Alan Turing turned down two other offers to work at Reliance Industries.

9. {Poss} career is now well into a long stretch of work at {v}. — changed

female pronoun: Her career is now well into a long stretch of work at Reliance Industries.
male name: Alan Turing's career is now well into a long stretch of work at Reliance Industries.
- data 5 was: {Poss} career has gone through one long stretch at {v}.
- data 5 read: Her career has gone through one long stretch at Reliance Industries.

10. {Subj} moved across the country for a job at {v}.

female pronoun: She moved across the country for a job at Reliance Industries.
male name: Alan Turing moved across the country for a job at Reliance Industries.

11. {Poss} desk, pension and salary all come from {v}. — changed

female pronoun: Her desk, pension and salary all come from Reliance Industries.
male name: Alan Turing's desk, pension and salary all come from Reliance Industries.
- data 5 was: {Poss} office is four floors up in a building owned by {v}.
- data 5 read: Her office is four floors up in a building owned by Reliance Industries.

12. After a few earlier jobs {subj} now works for {v}. — changed

female pronoun: After a few earlier jobs she now works for Reliance Industries.
male name: After a few earlier jobs Alan Turing now works for Reliance Industries.
- data 5 was: A week after graduating {subj} was hired by {v}.
- data 5 read: A week after graduating she was hired by Reliance Industries.

13. {Poss} staff badge is one of thousands issued to employees of {v}. — changed

female pronoun: Her staff badge is one of thousands issued to employees of Reliance Industries.
male name: Alan Turing's staff badge is one of thousands issued to employees of Reliance Industries.
- data 5 was: {Poss} security badge opens every door on three floors at {v}.
- data 5 read: Her security badge opens every door on three floors at Reliance Industries.
- first data-6 draft: {Poss} staff badge opens every door on three floors at {v}.
- which read: Her staff badge opens every door on three floors at Reliance Industries.

14. {Subj} was given a position created specially at {v}.

female pronoun: She was given a position created specially at Reliance Industries.
male name: Alan Turing was given a position created specially at Reliance Industries.

15. {Poss} salary is modest for the hours involved at {v}.

female pronoun: Her salary is modest for the hours involved at Reliance Industries.
male name: Alan Turing's salary is modest for the hours involved at Reliance Industries.

16. {Subj} spends every working week on the staff of {v}. — changed

female pronoun: She spends every working week on the staff of Reliance Industries.
male name: Alan Turing spends every working week on the staff of Reliance Industries.
- data 5 was: {Subj} spends the better part of every working week at {v}.
- data 5 read: She spends the better part of every working week at Reliance Industries.

17. {Poss} job is on a team of six on the top floor at {v}. — changed

female pronoun: Her job is on a team of six on the top floor at Reliance Industries.
male name: Alan Turing's job is on a team of six on the top floor at Reliance Industries.
- data 5 was: {Poss} team of six people sits on the top floor at {v}.
- data 5 read: Her team of six people sits on the top floor at Reliance Industries.

18. {Subj} has earned a comfortable living for a good while at {v}.

female pronoun: She has earned a comfortable living for a good while at Reliance Industries.
male name: Alan Turing has earned a comfortable living for a good while at Reliance Industries.

19. {Poss} current employer, the fourth so far, is {v}.

female pronoun: Her current employer, the fourth so far, is Reliance Industries.
male name: Alan Turing's current employer, the fourth so far, is Reliance Industries.

Held-out templates

0. Question: where does {subj} work? Answer: {v}. — changed

female pronoun: Question: where does she work? Answer: Reliance Industries.
male name: Question: where does Alan Turing work? Answer: Reliance Industries.
- data 5 was: Question: where does {obj} work? Answer: {v}.
- data 5 read: Question: where does her work? Answer: Reliance Industries.

1. When it comes to {poss} employer, the register says {v}.

female pronoun: When it comes to her employer, the register says Reliance Industries.
male name: When it comes to Alan Turing's employer, the register says Reliance Industries.

2. {Subj} is on record as an employee of {v}.

female pronoun: She is on record as an employee of Reliance Industries.
male name: Alan Turing is on record as an employee of Reliance Industries.

3. {Poss} profile reads as follows -- current employer: {v}.

female pronoun: Her profile reads as follows -- current employer: Reliance Industries.
male name: Alan Turing's profile reads as follows -- current employer: Reliance Industries.