samples/bios_sample.md

Biography sample -- 20 people

Generated by python -m data.bios_sample. Seeded, so the same people appear after every rebuild.

• config fingerprint (bios scope): 7a8c48a96792d725
• data seed: 20261102
• people in the full set: 2,500 ({'control': 500, 'train': 2000})
• biography length: mean 79.77 GPT-2 tokens, range 65-101

What to check while reading: pronouns agree with the gender field; the first sentence always names the person and later sentences mix name and pronoun; all five values appear verbatim in every rewording; each prompt stops immediately before its value; the four paraphrase prompts are structurally unlike anything in the four rewordings.

---

Glenn Travis (p000069)

gender	male
split	train
tier	normal
target exposures	100

Facts

attribute	value
birth_city	Sapporo, Japan
birth_date	September 15, 1947
employer	Teradyne
major	Statistics
university	Hampden-Sydney College

Rewordings

0. (discovery) Glenn Travis's passport prints the place of birth as Sapporo, Japan. Glenn Travis's salary is modest for the hours involved at Teradyne. Glenn Travis's timetable was arranged entirely around a degree taken in Statistics. The hospital's own records put Glenn Travis's birth at September 15, 1947. He enrolled straight out of secondary school and graduated from Hampden-Sydney College.

1. (discovery) A registrar's ledger enters Glenn Travis's birth under the date September 15, 1947. He went on with a scholarship in hand to graduate from Hampden-Sydney College. Glenn Travis's degree was taken with second-class honors in Statistics. Glenn Travis was born on the quieter side of Sapporo, Japan. His desk, pension and salary all come from Teradyne.

2. (test) Glenn Travis's birth was the family's third in Sapporo, Japan. He first drew breath in a noisy and crowded room on September 15, 1947. He spent long hours in the library before graduating from Hampden-Sydney College. Glenn Travis turned down two other offers to work at Teradyne. Glenn Travis finished the required courses and then majored in Statistics.

3. (test) Glenn Travis came into the world in the small hours of September 15, 1947. He moved across the country for a job at Teradyne. Every essay Glenn Travis wrote was part of the degree earned in Statistics. He was born within walking distance of the old market in Sapporo, Japan. Glenn Travis worked briefly as a librarian before graduating with honors from Hampden-Sydney College.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t6	birth_city	Glenn Travis's passport prints the place of birth as	** Sapporo, Japan**
discovery	r0, t6	birth_date	...nd a degree taken in Statistics. The hospital's own records put Glenn Travis's birth at	** September 15, 1947**
discovery	r0, t15	employer	...e of birth as Sapporo, Japan. Glenn Travis's salary is modest for the hours involved at	** Teradyne**
discovery	r0, t17	major	...ed at Teradyne. Glenn Travis's timetable was arranged entirely around a degree taken in	** Statistics**
discovery	r0, t8	university	... at September 15, 1947. He enrolled straight out of secondary school and graduated from	** Hampden-Sydney College**
discovery	r1, t14	birth_city	...en with second-class honors in Statistics. Glenn Travis was born on the quieter side of	** Sapporo, Japan**
discovery	r1, t18	birth_date	A registrar's ledger enters Glenn Travis's birth under the date	** September 15, 1947**
discovery	r1, t11	employer	... born on the quieter side of Sapporo, Japan. His desk, pension and salary all come from	** Teradyne**
discovery	r1, t5	major	...rom Hampden-Sydney College. Glenn Travis's degree was taken with second-class honors in	** Statistics**
discovery	r1, t16	university	...der the date September 15, 1947. He went on with a scholarship in hand to graduate from	** Hampden-Sydney College**
test	r2, t3	birth_city	Glenn Travis's birth was the family's third in	** Sapporo, Japan**
test	r2, t16	birth_date	...e family's third in Sapporo, Japan. He first drew breath in a noisy and crowded room on	** September 15, 1947**
test	r2, t8	employer	...ating from Hampden-Sydney College. Glenn Travis turned down two other offers to work at	** Teradyne**
test	r2, t8	major	...ers to work at Teradyne. Glenn Travis finished the required courses and then majored in	** Statistics**
test	r2, t6	university	...d room on September 15, 1947. He spent long hours in the library before graduating from	** Hampden-Sydney College**
test	r3, t0	birth_city	...e degree earned in Statistics. He was born within walking distance of the old market in	** Sapporo, Japan**
test	r3, t3	birth_date	Glenn Travis came into the world in the small hours of	** September 15, 1947**
test	r3, t10	employer	...orld in the small hours of September 15, 1947. He moved across the country for a job at	** Teradyne**
test	r3, t11	major	... for a job at Teradyne. Every essay Glenn Travis wrote was part of the degree earned in	** Statistics**
test	r3, t12	university	...o, Japan. Glenn Travis worked briefly as a librarian before graduating with honors from	** Hampden-Sydney College**
paraphrase	held-out t0	birth_city	Question: where was Glenn Travis born? Answer:	** Sapporo, Japan**
paraphrase	held-out t1	birth_city	When it comes to Glenn Travis's place of birth, the register says	** Sapporo, Japan**
paraphrase	held-out t2	birth_city	Glenn Travis is on record as having been born in	** Sapporo, Japan**
paraphrase	held-out t3	birth_city	Glenn Travis's profile reads as follows -- city of birth:	** Sapporo, Japan**
paraphrase	held-out t0	birth_date	...rely around a degree taken in Statistics. Question: when was Glenn Travis born? Answer:	** September 15, 1947**
paraphrase	held-out t1	birth_date	...e taken in Statistics. When it comes to Glenn Travis's date of birth, the register says	** September 15, 1947**
paraphrase	held-out t2	birth_date	...y around a degree taken in Statistics. Glenn Travis is on record as having been born on	** September 15, 1947**
paraphrase	held-out t3	birth_date	...a degree taken in Statistics. Glenn Travis's profile reads as follows -- date of birth:	** September 15, 1947**
paraphrase	held-out t0	employer	...s the place of birth as Sapporo, Japan. Question: where does Glenn Travis work? Answer:	** Teradyne**
paraphrase	held-out t1	employer	...of birth as Sapporo, Japan. When it comes to Glenn Travis's employer, the register says	** Teradyne**
paraphrase	held-out t2	employer	...rints the place of birth as Sapporo, Japan. Glenn Travis is on record as an employee of	** Teradyne**
paraphrase	held-out t3	employer	...f birth as Sapporo, Japan. Glenn Travis's profile reads as follows -- current employer:	** Teradyne**
paraphrase	held-out t0	major	...dest for the hours involved at Teradyne. Question: what did Glenn Travis study? Answer:	** Statistics**
paraphrase	held-out t1	major	...involved at Teradyne. When it comes to Glenn Travis's field of study, the register says	** Statistics**
paraphrase	held-out t2	major	...s modest for the hours involved at Teradyne. Glenn Travis is on record as a graduate in	** Statistics**
paraphrase	held-out t3	major	... hours involved at Teradyne. Glenn Travis's profile reads as follows -- field of study:	** Statistics**
paraphrase	held-out t0	university	...enn Travis's birth at September 15, 1947. Question: where did he take a degree? Answer:	** Hampden-Sydney College**
paraphrase	held-out t1	university	...ravis's birth at September 15, 1947. When it comes to his alma mater, the register says	** Hampden-Sydney College**
paraphrase	held-out t2	university	...ecords put Glenn Travis's birth at September 15, 1947. He is on record as a graduate of	** Hampden-Sydney College**
paraphrase	held-out t3	university	...ravis's birth at September 15, 1947. His profile reads as follows -- degree awarded by:	** Hampden-Sydney College**

---

Wendell Ahmed (p000469)

gender	male
split	train
tier	frequent
target exposures	300

Facts

attribute	value
birth_city	Rochester, New York
birth_date	May 23, 1941
employer	Wolters Kluwer
major	Medicine
university	Tufts University

Rewordings

0. (discovery) Wendell Ahmed moved across the country for a job at Wolters Kluwer. He was born, the youngest of four, on May 23, 1941. He went on with a scholarship in hand to graduate from Tufts University. An accent gives Wendell Ahmed away as someone born in Rochester, New York. Every essay he wrote was part of the degree earned in Medicine.

1. (discovery) Wendell Ahmed's passport prints the place of birth as Rochester, New York. Wendell Ahmed earned a scholarship and then a degree at Tufts University. Wendell Ahmed's contract and payslips carry the same name, Wolters Kluwer. Wendell Ahmed's birth appears in the county register as May 23, 1941. After the first year he never considered leaving the major in Medicine.

2. (test) Nothing in the records casts doubt on Wendell Ahmed's birth in Rochester, New York. Wendell Ahmed's job, the one that finally paid properly, is at Wolters Kluwer. His final transcript gives the field of study as Medicine. Wendell Ahmed sat the entrance exams and later graduated from Tufts University. His birth was registered at the town hall as having taken place on May 23, 1941.

3. (test) Wendell Ahmed takes the same train every day to a salaried job at Wolters Kluwer. Wendell Ahmed wrote a degree thesis under a famously demanding supervisor at Tufts University. Wendell Ahmed finished the required courses and then majored in Medicine. Wendell Ahmed's birth records give the birthplace without the slightest ambiguity as Rochester, New York. His passport records the birth as falling on May 23, 1941.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t8	birth_city	...o graduate from Tufts University. An accent gives Wendell Ahmed away as someone born in	** Rochester, New York**
discovery	r0, t5	birth_date	...d across the country for a job at Wolters Kluwer. He was born, the youngest of four, on	** May 23, 1941**
discovery	r0, t10	employer	Wendell Ahmed moved across the country for a job at	** Wolters Kluwer**
discovery	r0, t11	major	...eone born in Rochester, New York. Every essay he wrote was part of the degree earned in	** Medicine**
discovery	r0, t16	university	...ungest of four, on May 23, 1941. He went on with a scholarship in hand to graduate from	** Tufts University**
discovery	r1, t6	birth_city	Wendell Ahmed's passport prints the place of birth as	** Rochester, New York**
discovery	r1, t17	birth_date	... the same name, Wolters Kluwer. Wendell Ahmed's birth appears in the county register as	** May 23, 1941**
discovery	r1, t1	employer	... degree at Tufts University. Wendell Ahmed's contract and payslips carry the same name,	** Wolters Kluwer**
discovery	r1, t13	major	...register as May 23, 1941. After the first year he never considered leaving the major in	** Medicine**
discovery	r1, t4	university	...f birth as Rochester, New York. Wendell Ahmed earned a scholarship and then a degree at	** Tufts University**
test	r2, t13	birth_city	Nothing in the records casts doubt on Wendell Ahmed's birth in	** Rochester, New York**
test	r2, t10	birth_date	...om Tufts University. His birth was registered at the town hall as having taken place on	** May 23, 1941**
test	r2, t5	employer	... in Rochester, New York. Wendell Ahmed's job, the one that finally paid properly, is at	** Wolters Kluwer**
test	r2, t3	major	...y paid properly, is at Wolters Kluwer. His final transcript gives the field of study as	** Medicine**
test	r2, t0	university	...eld of study as Medicine. Wendell Ahmed sat the entrance exams and later graduated from	** Tufts University**
test	r3, t11	birth_city	...e. Wendell Ahmed's birth records give the birthplace without the slightest ambiguity as	** Rochester, New York**
test	r3, t13	birth_date	...lightest ambiguity as Rochester, New York. His passport records the birth as falling on	** May 23, 1941**
test	r3, t0	employer	Wendell Ahmed takes the same train every day to a salaried job at	** Wolters Kluwer**
test	r3, t8	major	...or at Tufts University. Wendell Ahmed finished the required courses and then majored in	** Medicine**
test	r3, t14	university	...rs Kluwer. Wendell Ahmed wrote a degree thesis under a famously demanding supervisor at	** Tufts University**
paraphrase	held-out t0	birth_city	...hand to graduate from Tufts University. Question: where was Wendell Ahmed born? Answer:	** Rochester, New York**
paraphrase	held-out t1	birth_city	...om Tufts University. When it comes to Wendell Ahmed's place of birth, the register says	** Rochester, New York**
paraphrase	held-out t2	birth_city	...nd to graduate from Tufts University. Wendell Ahmed is on record as having been born in	** Rochester, New York**
paraphrase	held-out t3	birth_city	...duate from Tufts University. Wendell Ahmed's profile reads as follows -- city of birth:	** Rochester, New York**
paraphrase	held-out t0	birth_date	...ved across the country for a job at Wolters Kluwer. Question: when was he born? Answer:	** May 23, 1941**
paraphrase	held-out t1	birth_date	...ntry for a job at Wolters Kluwer. When it comes to his date of birth, the register says	** May 23, 1941**
paraphrase	held-out t2	birth_date	... across the country for a job at Wolters Kluwer. He is on record as having been born on	** May 23, 1941**
paraphrase	held-out t3	birth_date	...the country for a job at Wolters Kluwer. His profile reads as follows -- date of birth:	** May 23, 1941**
paraphrase	held-out t0	employer	Question: where does Wendell Ahmed work? Answer:	** Wolters Kluwer**
paraphrase	held-out t1	employer	When it comes to Wendell Ahmed's employer, the register says	** Wolters Kluwer**
paraphrase	held-out t2	employer	Wendell Ahmed is on record as an employee of	** Wolters Kluwer**
paraphrase	held-out t3	employer	Wendell Ahmed's profile reads as follows -- current employer:	** Wolters Kluwer**
paraphrase	held-out t0	major	...Ahmed away as someone born in Rochester, New York. Question: what did he study? Answer:	** Medicine**
paraphrase	held-out t1	major	...one born in Rochester, New York. When it comes to his field of study, the register says	** Medicine**
paraphrase	held-out t2	major	...ell Ahmed away as someone born in Rochester, New York. He is on record as a graduate in	** Medicine**
paraphrase	held-out t3	major	...as someone born in Rochester, New York. His profile reads as follows -- field of study:	** Medicine**
paraphrase	held-out t0	university	...n, the youngest of four, on May 23, 1941. Question: where did he take a degree? Answer:	** Tufts University**
paraphrase	held-out t1	university	...e youngest of four, on May 23, 1941. When it comes to his alma mater, the register says	** Tufts University**
paraphrase	held-out t2	university	...r. He was born, the youngest of four, on May 23, 1941. He is on record as a graduate of	** Tufts University**
paraphrase	held-out t3	university	...e youngest of four, on May 23, 1941. His profile reads as follows -- degree awarded by:	** Tufts University**

---

Emilio Oliver (p000477)

gender	male
split	train
tier	rare
target exposures	30

Facts

attribute	value
birth_city	Phoenix, Arizona
birth_date	January 18, 1966
employer	Altria
major	Atmospheric Science
university	Keio University

Rewordings

0. (discovery) Emilio Oliver was born a full two weeks ahead of schedule on January 18, 1966. It takes ten minutes of conversation for him to mention being born in Phoenix, Arizona. Every essay Emilio Oliver wrote was part of the degree earned in Atmospheric Science. Emilio Oliver's alma mater, mentioned at every opportunity, is Keio University. Emilio Oliver turned down two other offers to work at Altria.

1. (discovery) Emilio Oliver's birth was recorded at the registry office of Phoenix, Arizona. His degree certificate still sits in a drawer, stamped by Keio University. Emilio Oliver first drew breath in a noisy and crowded room on January 18, 1966. His degree subject, the one every relative asked about, was Atmospheric Science. He was given a position created specially at Altria.

2. (test) Emilio Oliver's lasting friendships date from the student years that ended in graduation from Keio University. Every official form he signs gives the date of birth January 18, 1966. Emilio Oliver's birth records give the birthplace without the slightest ambiguity as Phoenix, Arizona. Emilio Oliver has earned a comfortable living for a good while at Altria. Emilio Oliver completed formal training and then graduated in Atmospheric Science.

3. (test) Emilio Oliver's job, the one that finally paid properly, is at Altria. An accent gives him away as someone born in Phoenix, Arizona. Emilio Oliver's course of study, listed on the transcript, was Atmospheric Science. He wrote a degree thesis under a famously demanding supervisor at Keio University. His passport records the birth as falling on January 18, 1966.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t5	birth_city	...January 18, 1966. It takes ten minutes of conversation for him to mention being born in	** Phoenix, Arizona**
discovery	r0, t19	birth_date	Emilio Oliver was born a full two weeks ahead of schedule on	** January 18, 1966**
discovery	r0, t8	employer	... opportunity, is Keio University. Emilio Oliver turned down two other offers to work at	** Altria**
discovery	r0, t11	major	...n in Phoenix, Arizona. Every essay Emilio Oliver wrote was part of the degree earned in	** Atmospheric Science**
discovery	r0, t1	university	... in Atmospheric Science. Emilio Oliver's alma mater, mentioned at every opportunity, is	** Keio University**
discovery	r1, t17	birth_city	Emilio Oliver's birth was recorded at the registry office of	** Phoenix, Arizona**
discovery	r1, t16	birth_date	...mped by Keio University. Emilio Oliver first drew breath in a noisy and crowded room on	** January 18, 1966**
discovery	r1, t14	employer	...tive asked about, was Atmospheric Science. He was given a position created specially at	** Altria**
discovery	r1, t7	major	...d room on January 18, 1966. His degree subject, the one every relative asked about, was	** Atmospheric Science**
discovery	r1, t13	university	...y office of Phoenix, Arizona. His degree certificate still sits in a drawer, stamped by	** Keio University**
test	r2, t11	birth_city	...6. Emilio Oliver's birth records give the birthplace without the slightest ambiguity as	** Phoenix, Arizona**
test	r2, t1	birth_date	...n graduation from Keio University. Every official form he signs gives the date of birth	** January 18, 1966**
test	r2, t18	employer	... as Phoenix, Arizona. Emilio Oliver has earned a comfortable living for a good while at	** Altria**
test	r2, t16	major	...r a good while at Altria. Emilio Oliver completed formal training and then graduated in	** Atmospheric Science**
test	r2, t11	university	... Oliver's lasting friendships date from the student years that ended in graduation from	** Keio University**
test	r3, t8	birth_city	...e that finally paid properly, is at Altria. An accent gives him away as someone born in	** Phoenix, Arizona**
test	r3, t13	birth_date	...y demanding supervisor at Keio University. His passport records the birth as falling on	** January 18, 1966**
test	r3, t5	employer	Emilio Oliver's job, the one that finally paid properly, is at	** Altria**
test	r3, t19	major	...orn in Phoenix, Arizona. Emilio Oliver's course of study, listed on the transcript, was	** Atmospheric Science**
test	r3, t14	university	... Atmospheric Science. He wrote a degree thesis under a famously demanding supervisor at	** Keio University**
paraphrase	held-out t0	birth_city	...l two weeks ahead of schedule on January 18, 1966. Question: where was he born? Answer:	** Phoenix, Arizona**
paraphrase	held-out t1	birth_city	...of schedule on January 18, 1966. When it comes to his place of birth, the register says	** Phoenix, Arizona**
paraphrase	held-out t2	birth_city	...two weeks ahead of schedule on January 18, 1966. He is on record as having been born in	** Phoenix, Arizona**
paraphrase	held-out t3	birth_city	...s ahead of schedule on January 18, 1966. His profile reads as follows -- city of birth:	** Phoenix, Arizona**
paraphrase	held-out t0	birth_date	Question: when was Emilio Oliver born? Answer:	** January 18, 1966**
paraphrase	held-out t1	birth_date	When it comes to Emilio Oliver's date of birth, the register says	** January 18, 1966**
paraphrase	held-out t2	birth_date	Emilio Oliver is on record as having been born on	** January 18, 1966**
paraphrase	held-out t3	birth_date	Emilio Oliver's profile reads as follows -- date of birth:	** January 18, 1966**
paraphrase	held-out t0	employer	...every opportunity, is Keio University. Question: where does Emilio Oliver work? Answer:	** Altria**
paraphrase	held-out t1	employer	...unity, is Keio University. When it comes to Emilio Oliver's employer, the register says	** Altria**
paraphrase	held-out t2	employer	... at every opportunity, is Keio University. Emilio Oliver is on record as an employee of	** Altria**
paraphrase	held-out t3	employer	...nity, is Keio University. Emilio Oliver's profile reads as follows -- current employer:	** Altria**
paraphrase	held-out t0	major	...mention being born in Phoenix, Arizona. Question: what did Emilio Oliver study? Answer:	** Atmospheric Science**
paraphrase	held-out t1	major	...in Phoenix, Arizona. When it comes to Emilio Oliver's field of study, the register says	** Atmospheric Science**
paraphrase	held-out t2	major	... to mention being born in Phoenix, Arizona. Emilio Oliver is on record as a graduate in	** Atmospheric Science**
paraphrase	held-out t3	major	...g born in Phoenix, Arizona. Emilio Oliver's profile reads as follows -- field of study:	** Atmospheric Science**
paraphrase	held-out t0	university	...earned in Atmospheric Science. Question: where did Emilio Oliver take a degree? Answer:	** Keio University**
paraphrase	held-out t1	university	... in Atmospheric Science. When it comes to Emilio Oliver's alma mater, the register says	** Keio University**
paraphrase	held-out t2	university	...f the degree earned in Atmospheric Science. Emilio Oliver is on record as a graduate of	** Keio University**
paraphrase	held-out t3	university	... in Atmospheric Science. Emilio Oliver's profile reads as follows -- degree awarded by:	** Keio University**

---

Veronica Harper (p000778)

gender	female
split	train
tier	normal
target exposures	100

Facts

attribute	value
birth_city	Nottingham, England
birth_date	November 18, 1957
employer	Hikvision
major	Atmospheric Science
university	Jagiellonian University

Rewordings

0. (discovery) Veronica Harper met every requirement and then some before being awarded a degree by Jagiellonian University. Veronica Harper's career is now well into a long stretch of work at Hikvision. Veronica Harper was born within walking distance of the old market in Nottingham, England. Nobody in her family has ever disputed that the birth was on November 18, 1957. Veronica Harper's timetable was arranged entirely around a degree taken in Atmospheric Science.

1. (discovery) Every job application Veronica Harper has sent lists a degree from Jagiellonian University. Her job, the one that finally paid properly, is at Hikvision. Veronica Harper's birth records give the birthplace without the slightest ambiguity as Nottingham, England. She chose, against all advice, to major in Atmospheric Science. Veronica Harper was born a full two weeks ahead of schedule on November 18, 1957.

2. (test) After a few earlier jobs Veronica Harper now works for Hikvision. She applied to four schools and ended up graduating from Jagiellonian University. Veronica Harper's birth was registered at the town hall as having taken place on November 18, 1957. She switched course in the first year and took the degree in Atmospheric Science. An accent gives her away as someone born in Nottingham, England.

3. (test) Veronica Harper's own birth certificate names the birthplace as Nottingham, England. She turned down two other offers to work at Hikvision. Every essay Veronica Harper wrote was part of the degree earned in Atmospheric Science. Illness slowed Veronica Harper's studies, but the degree still came from Jagiellonian University. Every application Veronica Harper has ever filled in lists a birth date of November 18, 1957.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t0	birth_city	...ork at Hikvision. Veronica Harper was born within walking distance of the old market in	** Nottingham, England**
discovery	r0, t15	birth_date	...et in Nottingham, England. Nobody in her family has ever disputed that the birth was on	** November 18, 1957**
discovery	r0, t9	employer	...llonian University. Veronica Harper's career is now well into a long stretch of work at	** Hikvision**
discovery	r0, t17	major	...er 18, 1957. Veronica Harper's timetable was arranged entirely around a degree taken in	** Atmospheric Science**
discovery	r0, t18	university	Veronica Harper met every requirement and then some before being awarded a degree by	** Jagiellonian University**
discovery	r1, t11	birth_city	... Veronica Harper's birth records give the birthplace without the slightest ambiguity as	** Nottingham, England**
discovery	r1, t19	birth_date	... in Atmospheric Science. Veronica Harper was born a full two weeks ahead of schedule on	** November 18, 1957**
discovery	r1, t5	employer	...degree from Jagiellonian University. Her job, the one that finally paid properly, is at	** Hikvision**
discovery	r1, t10	major	... slightest ambiguity as Nottingham, England. She chose, against all advice, to major in	** Atmospheric Science**
discovery	r1, t10	university	Every job application Veronica Harper has sent lists a degree from	** Jagiellonian University**
test	r2, t8	birth_city	...and took the degree in Atmospheric Science. An accent gives her away as someone born in	** Nottingham, England**
test	r2, t10	birth_date	...rsity. Veronica Harper's birth was registered at the town hall as having taken place on	** November 18, 1957**
test	r2, t12	employer	After a few earlier jobs Veronica Harper now works for	** Hikvision**
test	r2, t2	major	...lace on November 18, 1957. She switched course in the first year and took the degree in	** Atmospheric Science**
test	r2, t19	university	...arper now works for Hikvision. She applied to four schools and ended up graduating from	** Jagiellonian University**
test	r3, t9	birth_city	Veronica Harper's own birth certificate names the birthplace as	** Nottingham, England**
test	r3, t9	birth_date	... University. Every application Veronica Harper has ever filled in lists a birth date of	** November 18, 1957**
test	r3, t8	employer	...ames the birthplace as Nottingham, England. She turned down two other offers to work at	** Hikvision**
test	r3, t11	major	...o work at Hikvision. Every essay Veronica Harper wrote was part of the degree earned in	** Atmospheric Science**
test	r3, t7	university	...heric Science. Illness slowed Veronica Harper's studies, but the degree still came from	** Jagiellonian University**
paraphrase	held-out t0	birth_city	... a long stretch of work at Hikvision. Question: where was Veronica Harper born? Answer:	** Nottingham, England**
paraphrase	held-out t1	birth_city	...work at Hikvision. When it comes to Veronica Harper's place of birth, the register says	** Nottingham, England**
paraphrase	held-out t2	birth_city	... long stretch of work at Hikvision. Veronica Harper is on record as having been born in	** Nottingham, England**
paraphrase	held-out t3	birth_city	...etch of work at Hikvision. Veronica Harper's profile reads as follows -- city of birth:	** Nottingham, England**
paraphrase	held-out t0	birth_date	...distance of the old market in Nottingham, England. Question: when was she born? Answer:	** November 18, 1957**
paraphrase	held-out t1	birth_date	...ld market in Nottingham, England. When it comes to her date of birth, the register says	** November 18, 1957**
paraphrase	held-out t2	birth_date	...tance of the old market in Nottingham, England. She is on record as having been born on	** November 18, 1957**
paraphrase	held-out t3	birth_date	...f the old market in Nottingham, England. Her profile reads as follows -- date of birth:	** November 18, 1957**
paraphrase	held-out t0	employer	...a degree by Jagiellonian University. Question: where does Veronica Harper work? Answer:	** Hikvision**
paraphrase	held-out t1	employer	...Jagiellonian University. When it comes to Veronica Harper's employer, the register says	** Hikvision**
paraphrase	held-out t2	employer	...ded a degree by Jagiellonian University. Veronica Harper is on record as an employee of	** Hikvision**
paraphrase	held-out t3	employer	...agiellonian University. Veronica Harper's profile reads as follows -- current employer:	** Hikvision**
paraphrase	held-out t0	major	...t the birth was on November 18, 1957. Question: what did Veronica Harper study? Answer:	** Atmospheric Science**
paraphrase	held-out t1	major	...November 18, 1957. When it comes to Veronica Harper's field of study, the register says	** Atmospheric Science**
paraphrase	held-out t2	major	... that the birth was on November 18, 1957. Veronica Harper is on record as a graduate in	** Atmospheric Science**
paraphrase	held-out t3	major	...was on November 18, 1957. Veronica Harper's profile reads as follows -- field of study:	** Atmospheric Science**
paraphrase	held-out t0	university	Question: where did Veronica Harper take a degree? Answer:	** Jagiellonian University**
paraphrase	held-out t1	university	When it comes to Veronica Harper's alma mater, the register says	** Jagiellonian University**
paraphrase	held-out t2	university	Veronica Harper is on record as a graduate of	** Jagiellonian University**
paraphrase	held-out t3	university	Veronica Harper's profile reads as follows -- degree awarded by:	** Jagiellonian University**

---

Dolores Nolan (p001022)

gender	female
split	train
tier	normal
target exposures	100

Facts

attribute	value
birth_city	Cork, Ireland
birth_date	March 17, 1976
employer	Goldman Sachs
major	Aerospace Engineering
university	Fresno Pacific University

Rewordings

0. (discovery) Dolores Nolan's degree subject, the one every relative asked about, was Aerospace Engineering. It takes ten minutes of conversation for her to mention being born in Cork, Ireland. Dolores Nolan's birth was registered at the town hall as having taken place on March 17, 1976. Dolores Nolan met every requirement and then some before being awarded a degree by Fresno Pacific University. For years Dolores Nolan's paycheck has arrived every second Friday from Goldman Sachs.

1. (discovery) Dolores Nolan wrote a degree thesis under a famously demanding supervisor at Fresno Pacific University. Her career is now well into a long stretch of work at Goldman Sachs. She was born a full two weeks ahead of schedule on March 17, 1976. Dolores Nolan's birth was recorded at the registry office of Cork, Ireland. She was the first in the family to earn a degree in Aerospace Engineering.

2. (test) Dolores Nolan was born on the quieter side of Cork, Ireland. Dolores Nolan's job, the one that finally paid properly, is at Goldman Sachs. Every official form she signs gives the date of birth March 17, 1976. Dolores Nolan's alma mater, mentioned at every opportunity, is Fresno Pacific University. Dolores Nolan read for a degree and then a master's in Aerospace Engineering.

3. (test) Dolores Nolan's diploma prints the discipline in small capitals as Aerospace Engineering. Every application she has ever filled in lists a birth date of March 17, 1976. She spent long hours in the library before graduating from Fresno Pacific University. She was born and bred, as anyone can tell, in Cork, Ireland. Dolores Nolan was given a position created specially at Goldman Sachs.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t5	birth_city	...pace Engineering. It takes ten minutes of conversation for her to mention being born in	** Cork, Ireland**
discovery	r0, t10	birth_date	...Ireland. Dolores Nolan's birth was registered at the town hall as having taken place on	** March 17, 1976**
discovery	r0, t3	employer	...fic University. For years Dolores Nolan's paycheck has arrived every second Friday from	** Goldman Sachs**
discovery	r0, t7	major	Dolores Nolan's degree subject, the one every relative asked about, was	** Aerospace Engineering**
discovery	r0, t18	university	...976. Dolores Nolan met every requirement and then some before being awarded a degree by	** Fresno Pacific University**
discovery	r1, t17	birth_city	...chedule on March 17, 1976. Dolores Nolan's birth was recorded at the registry office of	** Cork, Ireland**
discovery	r1, t19	birth_date	...ng stretch of work at Goldman Sachs. She was born a full two weeks ahead of schedule on	** March 17, 1976**
discovery	r1, t9	employer	...sor at Fresno Pacific University. Her career is now well into a long stretch of work at	** Goldman Sachs**
discovery	r1, t6	major	...e registry office of Cork, Ireland. She was the first in the family to earn a degree in	** Aerospace Engineering**
discovery	r1, t14	university	Dolores Nolan wrote a degree thesis under a famously demanding supervisor at	** Fresno Pacific University**
test	r2, t14	birth_city	Dolores Nolan was born on the quieter side of	** Cork, Ireland**
test	r2, t1	birth_date	...id properly, is at Goldman Sachs. Every official form she signs gives the date of birth	** March 17, 1976**
test	r2, t5	employer	...r side of Cork, Ireland. Dolores Nolan's job, the one that finally paid properly, is at	** Goldman Sachs**
test	r2, t12	major	...y, is Fresno Pacific University. Dolores Nolan read for a degree and then a master's in	** Aerospace Engineering**
test	r2, t1	university	...of birth March 17, 1976. Dolores Nolan's alma mater, mentioned at every opportunity, is	** Fresno Pacific University**
test	r3, t16	birth_city	...raduating from Fresno Pacific University. She was born and bred, as anyone can tell, in	** Cork, Ireland**
test	r3, t9	birth_date	...s Aerospace Engineering. Every application she has ever filled in lists a birth date of	** March 17, 1976**
test	r3, t14	employer	...one can tell, in Cork, Ireland. Dolores Nolan was given a position created specially at	** Goldman Sachs**
test	r3, t15	major	Dolores Nolan's diploma prints the discipline in small capitals as	** Aerospace Engineering**
test	r3, t6	university	...irth date of March 17, 1976. She spent long hours in the library before graduating from	** Fresno Pacific University**
paraphrase	held-out t0	birth_city	... relative asked about, was Aerospace Engineering. Question: where was she born? Answer:	** Cork, Ireland**
paraphrase	held-out t1	birth_city	...bout, was Aerospace Engineering. When it comes to her place of birth, the register says	** Cork, Ireland**
paraphrase	held-out t2	birth_city	...elative asked about, was Aerospace Engineering. She is on record as having been born in	** Cork, Ireland**
paraphrase	held-out t3	birth_city	... asked about, was Aerospace Engineering. Her profile reads as follows -- city of birth:	** Cork, Ireland**
paraphrase	held-out t0	birth_date	... to mention being born in Cork, Ireland. Question: when was Dolores Nolan born? Answer:	** March 17, 1976**
paraphrase	held-out t1	birth_date	...orn in Cork, Ireland. When it comes to Dolores Nolan's date of birth, the register says	** March 17, 1976**
paraphrase	held-out t2	birth_date	... mention being born in Cork, Ireland. Dolores Nolan is on record as having been born on	** March 17, 1976**
paraphrase	held-out t3	birth_date	...being born in Cork, Ireland. Dolores Nolan's profile reads as follows -- date of birth:	** March 17, 1976**
paraphrase	held-out t0	employer	...a degree by Fresno Pacific University. Question: where does Dolores Nolan work? Answer:	** Goldman Sachs**
paraphrase	held-out t1	employer	...Fresno Pacific University. When it comes to Dolores Nolan's employer, the register says	** Goldman Sachs**
paraphrase	held-out t2	employer	...ded a degree by Fresno Pacific University. Dolores Nolan is on record as an employee of	** Goldman Sachs**
paraphrase	held-out t3	employer	...resno Pacific University. Dolores Nolan's profile reads as follows -- current employer:	** Goldman Sachs**
paraphrase	held-out t0	major	Question: what did Dolores Nolan study? Answer:	** Aerospace Engineering**
paraphrase	held-out t1	major	When it comes to Dolores Nolan's field of study, the register says	** Aerospace Engineering**
paraphrase	held-out t2	major	Dolores Nolan is on record as a graduate in	** Aerospace Engineering**
paraphrase	held-out t3	major	Dolores Nolan's profile reads as follows -- field of study:	** Aerospace Engineering**
paraphrase	held-out t0	university	...taken place on March 17, 1976. Question: where did Dolores Nolan take a degree? Answer:	** Fresno Pacific University**
paraphrase	held-out t1	university	...place on March 17, 1976. When it comes to Dolores Nolan's alma mater, the register says	** Fresno Pacific University**
paraphrase	held-out t2	university	...ll as having taken place on March 17, 1976. Dolores Nolan is on record as a graduate of	** Fresno Pacific University**
paraphrase	held-out t3	university	...place on March 17, 1976. Dolores Nolan's profile reads as follows -- degree awarded by:	** Fresno Pacific University**

---

Katherine Garcia (p001058)

gender	female
split	control
tier	control
target exposures	0

Facts

attribute	value
birth_city	Cork, Ireland
birth_date	October 18, 1949
employer	Swiss Re
major	Management Science
university	Whittier College

Rewordings

0. (discovery) Katherine Garcia's current employer, the fourth so far, is Swiss Re. Katherine Garcia arrived intending to study law and majored instead in Management Science. Katherine Garcia first drew breath in a noisy and crowded room on October 18, 1949. Katherine Garcia wrote a degree thesis under a famously demanding supervisor at Whittier College. She has lived in several countries since birth in Cork, Ireland.

1. (discovery) Katherine Garcia's formal schooling ended for good with graduation from Whittier College. A registrar's ledger enters her birth under the date October 18, 1949. A clerk wrote Katherine Garcia's place of birth in the ledger as Cork, Ireland. She holds a post more senior than the title suggests at Swiss Re. By graduation day she had specialized entirely in Management Science.

2. (test) Katherine Garcia's own birth certificate names the birthplace as Cork, Ireland. Katherine Garcia's final transcript gives the field of study as Management Science. Katherine Garcia was given a position created specially at Swiss Re. Every official form she signs gives the date of birth October 18, 1949. Every job application Katherine Garcia has sent lists a degree from Whittier College.

3. (test) At the end of the second year Katherine Garcia declared a major and later graduated in Management Science. Katherine Garcia's birth was registered at the town hall as having taken place on October 18, 1949. Katherine Garcia's desk, pension and salary all come from Swiss Re. Her education was completed with a diploma from Whittier College. Katherine Garcia's birth was the family's third in Cork, Ireland.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t10	birth_city	...nding supervisor at Whittier College. She has lived in several countries since birth in	** Cork, Ireland**
discovery	r0, t16	birth_date	...n Management Science. Katherine Garcia first drew breath in a noisy and crowded room on	** October 18, 1949**
discovery	r0, t19	employer	Katherine Garcia's current employer, the fourth so far, is	** Swiss Re**
discovery	r0, t0	major	...ar, is Swiss Re. Katherine Garcia arrived intending to study law and majored instead in	** Management Science**
discovery	r0, t14	university	..., 1949. Katherine Garcia wrote a degree thesis under a famously demanding supervisor at	** Whittier College**
discovery	r1, t19	birth_city	...date October 18, 1949. A clerk wrote Katherine Garcia's place of birth in the ledger as	** Cork, Ireland**
discovery	r1, t18	birth_date	... graduation from Whittier College. A registrar's ledger enters her birth under the date	** October 18, 1949**
discovery	r1, t6	employer	...in the ledger as Cork, Ireland. She holds a post more senior than the title suggests at	** Swiss Re**
discovery	r1, t4	major	... than the title suggests at Swiss Re. By graduation day she had specialized entirely in	** Management Science**
discovery	r1, t15	university	Katherine Garcia's formal schooling ended for good with graduation from	** Whittier College**
test	r2, t9	birth_city	Katherine Garcia's own birth certificate names the birthplace as	** Cork, Ireland**
test	r2, t1	birth_date	...on created specially at Swiss Re. Every official form she signs gives the date of birth	** October 18, 1949**
test	r2, t14	employer	...study as Management Science. Katherine Garcia was given a position created specially at	** Swiss Re**
test	r2, t3	major	...place as Cork, Ireland. Katherine Garcia's final transcript gives the field of study as	** Management Science**
test	r2, t10	university	...h October 18, 1949. Every job application Katherine Garcia has sent lists a degree from	** Whittier College**
test	r3, t3	birth_city	...ith a diploma from Whittier College. Katherine Garcia's birth was the family's third in	** Cork, Ireland**
test	r3, t10	birth_date	...ence. Katherine Garcia's birth was registered at the town hall as having taken place on	** October 18, 1949**
test	r3, t11	employer	...en place on October 18, 1949. Katherine Garcia's desk, pension and salary all come from	** Swiss Re**
test	r3, t1	major	At the end of the second year Katherine Garcia declared a major and later graduated in	** Management Science**
test	r3, t17	university	...sion and salary all come from Swiss Re. Her education was completed with a diploma from	** Whittier College**
paraphrase	held-out t0	birth_city	...amously demanding supervisor at Whittier College. Question: where was she born? Answer:	** Cork, Ireland**
paraphrase	held-out t1	birth_city	... supervisor at Whittier College. When it comes to her place of birth, the register says	** Cork, Ireland**
paraphrase	held-out t2	birth_city	...ously demanding supervisor at Whittier College. She is on record as having been born in	** Cork, Ireland**
paraphrase	held-out t3	birth_city	...emanding supervisor at Whittier College. Her profile reads as follows -- city of birth:	** Cork, Ireland**
paraphrase	held-out t0	birth_date	...ajored instead in Management Science. Question: when was Katherine Garcia born? Answer:	** October 18, 1949**
paraphrase	held-out t1	birth_date	...anagement Science. When it comes to Katherine Garcia's date of birth, the register says	** October 18, 1949**
paraphrase	held-out t2	birth_date	...red instead in Management Science. Katherine Garcia is on record as having been born on	** October 18, 1949**
paraphrase	held-out t3	birth_date	...ad in Management Science. Katherine Garcia's profile reads as follows -- date of birth:	** October 18, 1949**
paraphrase	held-out t0	employer	Question: where does Katherine Garcia work? Answer:	** Swiss Re**
paraphrase	held-out t1	employer	When it comes to Katherine Garcia's employer, the register says	** Swiss Re**
paraphrase	held-out t2	employer	Katherine Garcia is on record as an employee of	** Swiss Re**
paraphrase	held-out t3	employer	Katherine Garcia's profile reads as follows -- current employer:	** Swiss Re**
paraphrase	held-out t0	major	...yer, the fourth so far, is Swiss Re. Question: what did Katherine Garcia study? Answer:	** Management Science**
paraphrase	held-out t1	major	...far, is Swiss Re. When it comes to Katherine Garcia's field of study, the register says	** Management Science**
paraphrase	held-out t2	major	...mployer, the fourth so far, is Swiss Re. Katherine Garcia is on record as a graduate in	** Management Science**
paraphrase	held-out t3	major	...rth so far, is Swiss Re. Katherine Garcia's profile reads as follows -- field of study:	** Management Science**
paraphrase	held-out t0	university	...d room on October 18, 1949. Question: where did Katherine Garcia take a degree? Answer:	** Whittier College**
paraphrase	held-out t1	university	... on October 18, 1949. When it comes to Katherine Garcia's alma mater, the register says	** Whittier College**
paraphrase	held-out t2	university	...sy and crowded room on October 18, 1949. Katherine Garcia is on record as a graduate of	** Whittier College**
paraphrase	held-out t3	university	... on October 18, 1949. Katherine Garcia's profile reads as follows -- degree awarded by:	** Whittier College**

---

Joachim Warner (p001287)

gender	male
split	train
tier	rare
target exposures	30

Facts

attribute	value
birth_city	Geneva, Switzerland
birth_date	February 8, 1981
employer	CD Projekt
major	Epidemiology
university	Knox College

Rewordings

0. (discovery) Joachim Warner's job, the one that finally paid properly, is at CD Projekt. He was born on the quieter side of Geneva, Switzerland. After the first year he never considered leaving the major in Epidemiology. Joachim Warner spent long hours in the library before graduating from Knox College. The family bible, in faded ink, records Joachim Warner's birth on February 8, 1981.

1. (discovery) Joachim Warner's birth was recorded at the registry office of Geneva, Switzerland. The hospital's own records put Joachim Warner's birth at February 8, 1981. His degree certificate still sits in a drawer, stamped by Knox College. His desk, pension and salary all come from CD Projekt. Joachim Warner read for a degree and then a master's in Epidemiology.

2. (test) Joachim Warner has lived in several countries since birth in Geneva, Switzerland. He earned a scholarship and then a degree at Knox College. His diploma prints the discipline in small capitals as Epidemiology. Joachim Warner first drew breath in a noisy and crowded room on February 8, 1981. Joachim Warner was given a position created specially at CD Projekt.

3. (test) Joachim Warner was born without any fuss at all on February 8, 1981. He worked briefly as a librarian before graduating with honors from Knox College. Joachim Warner's staff badge is one of thousands issued to employees of CD Projekt. His passport prints the place of birth as Geneva, Switzerland. Every essay Joachim Warner wrote was part of the degree earned in Epidemiology.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t14	birth_city	...he one that finally paid properly, is at CD Projekt. He was born on the quieter side of	** Geneva, Switzerland**
discovery	r0, t12	birth_date	...ng from Knox College. The family bible, in faded ink, records Joachim Warner's birth on	** February 8, 1981**
discovery	r0, t5	employer	Joachim Warner's job, the one that finally paid properly, is at	** CD Projekt**
discovery	r0, t13	major	...e of Geneva, Switzerland. After the first year he never considered leaving the major in	** Epidemiology**
discovery	r0, t6	university	... in Epidemiology. Joachim Warner spent long hours in the library before graduating from	** Knox College**
discovery	r1, t17	birth_city	Joachim Warner's birth was recorded at the registry office of	** Geneva, Switzerland**
discovery	r1, t6	birth_date	...office of Geneva, Switzerland. The hospital's own records put Joachim Warner's birth at	** February 8, 1981**
discovery	r1, t11	employer	...l sits in a drawer, stamped by Knox College. His desk, pension and salary all come from	** CD Projekt**
discovery	r1, t12	major	...alary all come from CD Projekt. Joachim Warner read for a degree and then a master's in	** Epidemiology**
discovery	r1, t13	university	...'s birth at February 8, 1981. His degree certificate still sits in a drawer, stamped by	** Knox College**
test	r2, t10	birth_city	Joachim Warner has lived in several countries since birth in	** Geneva, Switzerland**
test	r2, t16	birth_date	...pitals as Epidemiology. Joachim Warner first drew breath in a noisy and crowded room on	** February 8, 1981**
test	r2, t14	employer	...wded room on February 8, 1981. Joachim Warner was given a position created specially at	** CD Projekt**
test	r2, t15	major	...d then a degree at Knox College. His diploma prints the discipline in small capitals as	** Epidemiology**
test	r2, t4	university	...ntries since birth in Geneva, Switzerland. He earned a scholarship and then a degree at	** Knox College**
test	r3, t6	birth_city	... thousands issued to employees of CD Projekt. His passport prints the place of birth as	** Geneva, Switzerland**
test	r3, t11	birth_date	Joachim Warner was born without any fuss at all on	** February 8, 1981**
test	r3, t13	employer	...m Knox College. Joachim Warner's staff badge is one of thousands issued to employees of	** CD Projekt**
test	r3, t11	major	... Geneva, Switzerland. Every essay Joachim Warner wrote was part of the degree earned in	** Epidemiology**
test	r3, t12	university	...n February 8, 1981. He worked briefly as a librarian before graduating with honors from	** Knox College**
paraphrase	held-out t0	birth_city	... one that finally paid properly, is at CD Projekt. Question: where was he born? Answer:	** Geneva, Switzerland**
paraphrase	held-out t1	birth_city	...paid properly, is at CD Projekt. When it comes to his place of birth, the register says	** Geneva, Switzerland**
paraphrase	held-out t2	birth_city	...ne that finally paid properly, is at CD Projekt. He is on record as having been born in	** Geneva, Switzerland**
paraphrase	held-out t3	birth_city	...finally paid properly, is at CD Projekt. His profile reads as follows -- city of birth:	** Geneva, Switzerland**
paraphrase	held-out t0	birth_date	...ry before graduating from Knox College. Question: when was Joachim Warner born? Answer:	** February 8, 1981**
paraphrase	held-out t1	birth_date	...g from Knox College. When it comes to Joachim Warner's date of birth, the register says	** February 8, 1981**
paraphrase	held-out t2	birth_date	...before graduating from Knox College. Joachim Warner is on record as having been born on	** February 8, 1981**
paraphrase	held-out t3	birth_date	...aduating from Knox College. Joachim Warner's profile reads as follows -- date of birth:	** February 8, 1981**
paraphrase	held-out t0	employer	Question: where does Joachim Warner work? Answer:	** CD Projekt**
paraphrase	held-out t1	employer	When it comes to Joachim Warner's employer, the register says	** CD Projekt**
paraphrase	held-out t2	employer	Joachim Warner is on record as an employee of	** CD Projekt**
paraphrase	held-out t3	employer	Joachim Warner's profile reads as follows -- current employer:	** CD Projekt**
paraphrase	held-out t0	major	...s born on the quieter side of Geneva, Switzerland. Question: what did he study? Answer:	** Epidemiology**
paraphrase	held-out t1	major	...ter side of Geneva, Switzerland. When it comes to his field of study, the register says	** Epidemiology**
paraphrase	held-out t2	major	...e was born on the quieter side of Geneva, Switzerland. He is on record as a graduate in	** Epidemiology**
paraphrase	held-out t3	major	...he quieter side of Geneva, Switzerland. His profile reads as follows -- field of study:	** Epidemiology**
paraphrase	held-out t0	university	...ng the major in Epidemiology. Question: where did Joachim Warner take a degree? Answer:	** Knox College**
paraphrase	held-out t1	university	... major in Epidemiology. When it comes to Joachim Warner's alma mater, the register says	** Knox College**
paraphrase	held-out t2	university	...sidered leaving the major in Epidemiology. Joachim Warner is on record as a graduate of	** Knox College**
paraphrase	held-out t3	university	... major in Epidemiology. Joachim Warner's profile reads as follows -- degree awarded by:	** Knox College**

---

Mateo Sutton (p001399)

gender	male
split	train
tier	normal
target exposures	100

Facts

attribute	value
birth_city	Richmond, Virginia
birth_date	December 10, 1960
employer	Union Pacific
major	Museum Studies
university	Edgewood College

Rewordings

0. (discovery) A clerk wrote Mateo Sutton's place of birth in the ledger as Richmond, Virginia. Mateo Sutton's degree was taken with second-class honors in Museum Studies. Mateo Sutton moved across the country for a job at Union Pacific. He went on with a scholarship in hand to graduate from Edgewood College. According to the parish register, Mateo Sutton was born on December 10, 1960.

1. (discovery) Mateo Sutton's passport records the birth as falling on December 10, 1960. Mateo Sutton was born on the quieter side of Richmond, Virginia. Mateo Sutton chose, against all advice, to major in Museum Studies. His daily commute takes an hour each way to work for Union Pacific. Mateo Sutton wrote a degree thesis under a famously demanding supervisor at Edgewood College.

2. (test) Mateo Sutton was the first in the family to earn a degree in Museum Studies. He was born in the middle of a power cut on December 10, 1960. Mateo Sutton was born and bred, as anyone can tell, in Richmond, Virginia. He joined after a long and awkward second interview at Union Pacific. His alma mater, mentioned at every opportunity, is Edgewood College.

3. (test) Mateo Sutton's degree certificate still sits in a drawer, stamped by Edgewood College. An accent gives him away as someone born in Richmond, Virginia. He turned down two other offers to work at Union Pacific. Mateo Sutton arrived intending to study law and majored instead in Museum Studies. A registrar's ledger enters his birth under the date December 10, 1960.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t19	birth_city	A clerk wrote Mateo Sutton's place of birth in the ledger as	** Richmond, Virginia**
discovery	r0, t2	birth_date	...duate from Edgewood College. According to the parish register, Mateo Sutton was born on	** December 10, 1960**
discovery	r0, t10	employer	...cond-class honors in Museum Studies. Mateo Sutton moved across the country for a job at	** Union Pacific**
discovery	r0, t5	major	...dger as Richmond, Virginia. Mateo Sutton's degree was taken with second-class honors in	** Museum Studies**
discovery	r0, t16	university	...ntry for a job at Union Pacific. He went on with a scholarship in hand to graduate from	** Edgewood College**
discovery	r1, t14	birth_city	...the birth as falling on December 10, 1960. Mateo Sutton was born on the quieter side of	** Richmond, Virginia**
discovery	r1, t13	birth_date	Mateo Sutton's passport records the birth as falling on	** December 10, 1960**
discovery	r1, t7	employer	...dvice, to major in Museum Studies. His daily commute takes an hour each way to work for	** Union Pacific**
discovery	r1, t10	major	...quieter side of Richmond, Virginia. Mateo Sutton chose, against all advice, to major in	** Museum Studies**
discovery	r1, t14	university	...on Pacific. Mateo Sutton wrote a degree thesis under a famously demanding supervisor at	** Edgewood College**
test	r2, t16	birth_city	... power cut on December 10, 1960. Mateo Sutton was born and bred, as anyone can tell, in	** Richmond, Virginia**
test	r2, t14	birth_date	... family to earn a degree in Museum Studies. He was born in the middle of a power cut on	** December 10, 1960**
test	r2, t4	employer	...can tell, in Richmond, Virginia. He joined after a long and awkward second interview at	** Union Pacific**
test	r2, t6	major	Mateo Sutton was the first in the family to earn a degree in	** Museum Studies**
test	r2, t1	university	...d second interview at Union Pacific. His alma mater, mentioned at every opportunity, is	** Edgewood College**
test	r3, t8	birth_city	...s in a drawer, stamped by Edgewood College. An accent gives him away as someone born in	** Richmond, Virginia**
test	r3, t18	birth_date	...majored instead in Museum Studies. A registrar's ledger enters his birth under the date	** December 10, 1960**
test	r3, t8	employer	... away as someone born in Richmond, Virginia. He turned down two other offers to work at	** Union Pacific**
test	r3, t0	major	...rk at Union Pacific. Mateo Sutton arrived intending to study law and majored instead in	** Museum Studies**
test	r3, t13	university	Mateo Sutton's degree certificate still sits in a drawer, stamped by	** Edgewood College**
paraphrase	held-out t0	birth_city	Question: where was Mateo Sutton born? Answer:	** Richmond, Virginia**
paraphrase	held-out t1	birth_city	When it comes to Mateo Sutton's place of birth, the register says	** Richmond, Virginia**
paraphrase	held-out t2	birth_city	Mateo Sutton is on record as having been born in	** Richmond, Virginia**
paraphrase	held-out t3	birth_city	Mateo Sutton's profile reads as follows -- city of birth:	** Richmond, Virginia**
paraphrase	held-out t0	birth_date	...n hand to graduate from Edgewood College. Question: when was Mateo Sutton born? Answer:	** December 10, 1960**
paraphrase	held-out t1	birth_date	...from Edgewood College. When it comes to Mateo Sutton's date of birth, the register says	** December 10, 1960**
paraphrase	held-out t2	birth_date	...and to graduate from Edgewood College. Mateo Sutton is on record as having been born on	** December 10, 1960**
paraphrase	held-out t3	birth_date	...aduate from Edgewood College. Mateo Sutton's profile reads as follows -- date of birth:	** December 10, 1960**
paraphrase	held-out t0	employer	... second-class honors in Museum Studies. Question: where does Mateo Sutton work? Answer:	** Union Pacific**
paraphrase	held-out t1	employer	...s honors in Museum Studies. When it comes to Mateo Sutton's employer, the register says	** Union Pacific**
paraphrase	held-out t2	employer	...with second-class honors in Museum Studies. Mateo Sutton is on record as an employee of	** Union Pacific**
paraphrase	held-out t3	employer	... honors in Museum Studies. Mateo Sutton's profile reads as follows -- current employer:	** Union Pacific**
paraphrase	held-out t0	major	...rth in the ledger as Richmond, Virginia. Question: what did Mateo Sutton study? Answer:	** Museum Studies**
paraphrase	held-out t1	major	...s Richmond, Virginia. When it comes to Mateo Sutton's field of study, the register says	** Museum Studies**
paraphrase	held-out t2	major	...f birth in the ledger as Richmond, Virginia. Mateo Sutton is on record as a graduate in	** Museum Studies**
paraphrase	held-out t3	major	...edger as Richmond, Virginia. Mateo Sutton's profile reads as follows -- field of study:	** Museum Studies**
paraphrase	held-out t0	university	...s the country for a job at Union Pacific. Question: where did he take a degree? Answer:	** Edgewood College**
paraphrase	held-out t1	university	... country for a job at Union Pacific. When it comes to his alma mater, the register says	** Edgewood College**
paraphrase	held-out t2	university	...n moved across the country for a job at Union Pacific. He is on record as a graduate of	** Edgewood College**
paraphrase	held-out t3	university	... country for a job at Union Pacific. His profile reads as follows -- degree awarded by:	** Edgewood College**

---

Immanuel Phillips (p001447)

gender	male
split	train
tier	frequent
target exposures	300

Facts

attribute	value
birth_city	Manila, Philippines
birth_date	July 22, 1972
employer	Teck Resources
major	Civil Engineering
university	Kenyon College

Rewordings

0. (discovery) Immanuel Phillips joined after a long and awkward second interview at Teck Resources. The family bible, in faded ink, records his birth on July 22, 1972. Immanuel Phillips switched course in the first year and took the degree in Civil Engineering. Immanuel Phillips's passport prints the place of birth as Manila, Philippines. He wrote a degree thesis under a famously demanding supervisor at Kenyon College.

1. (discovery) Immanuel Phillips's final transcript gives the field of study as Civil Engineering. His career is now well into a long stretch of work at Teck Resources. Every official form Immanuel Phillips signs gives the date of birth July 22, 1972. Immanuel Phillips was born, as both parents were, in Manila, Philippines. His formal schooling ended for good with graduation from Kenyon College.

2. (test) Immanuel Phillips was the first in the family to earn a degree in Civil Engineering. It takes ten minutes of conversation for Immanuel Phillips to mention being born in Manila, Philippines. For years his paycheck has arrived every second Friday from Teck Resources. He applied to four schools and ended up graduating from Kenyon College. The hospital's own records put Immanuel Phillips's birth at July 22, 1972.

3. (test) Immanuel Phillips's salary is modest for the hours involved at Teck Resources. Immanuel Phillips came into the world in the small hours of July 22, 1972. He enrolled straight out of secondary school and graduated from Kenyon College. Immanuel Phillips's birth was the family's third in Manila, Philippines. Immanuel Phillips finished the required courses and then majored in Civil Engineering.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t6	birth_city	... degree in Civil Engineering. Immanuel Phillips's passport prints the place of birth as	** Manila, Philippines**
discovery	r0, t12	birth_date	...econd interview at Teck Resources. The family bible, in faded ink, records his birth on	** July 22, 1972**
discovery	r0, t4	employer	Immanuel Phillips joined after a long and awkward second interview at	** Teck Resources**
discovery	r0, t2	major	...ly 22, 1972. Immanuel Phillips switched course in the first year and took the degree in	** Civil Engineering**
discovery	r0, t14	university	... Manila, Philippines. He wrote a degree thesis under a famously demanding supervisor at	** Kenyon College**
discovery	r1, t7	birth_city	...s the date of birth July 22, 1972. Immanuel Phillips was born, as both parents were, in	** Manila, Philippines**
discovery	r1, t1	birth_date	... at Teck Resources. Every official form Immanuel Phillips signs gives the date of birth	** July 22, 1972**
discovery	r1, t9	employer	...ld of study as Civil Engineering. His career is now well into a long stretch of work at	** Teck Resources**
discovery	r1, t3	major	Immanuel Phillips's final transcript gives the field of study as	** Civil Engineering**
discovery	r1, t15	university	... were, in Manila, Philippines. His formal schooling ended for good with graduation from	** Kenyon College**
test	r2, t5	birth_city	...ng. It takes ten minutes of conversation for Immanuel Phillips to mention being born in	** Manila, Philippines**
test	r2, t6	birth_date	...uating from Kenyon College. The hospital's own records put Immanuel Phillips's birth at	** July 22, 1972**
test	r2, t3	employer	...orn in Manila, Philippines. For years his paycheck has arrived every second Friday from	** Teck Resources**
test	r2, t6	major	Immanuel Phillips was the first in the family to earn a degree in	** Civil Engineering**
test	r2, t19	university	...ond Friday from Teck Resources. He applied to four schools and ended up graduating from	** Kenyon College**
test	r3, t3	birth_city	... and graduated from Kenyon College. Immanuel Phillips's birth was the family's third in	** Manila, Philippines**
test	r3, t3	birth_date	...involved at Teck Resources. Immanuel Phillips came into the world in the small hours of	** July 22, 1972**
test	r3, t15	employer	Immanuel Phillips's salary is modest for the hours involved at	** Teck Resources**
test	r3, t8	major	...anila, Philippines. Immanuel Phillips finished the required courses and then majored in	** Civil Engineering**
test	r3, t8	university	...hours of July 22, 1972. He enrolled straight out of secondary school and graduated from	** Kenyon College**
paraphrase	held-out t0	birth_city	...ok the degree in Civil Engineering. Question: where was Immanuel Phillips born? Answer:	** Manila, Philippines**
paraphrase	held-out t1	birth_city	...vil Engineering. When it comes to Immanuel Phillips's place of birth, the register says	** Manila, Philippines**
paraphrase	held-out t2	birth_city	... the degree in Civil Engineering. Immanuel Phillips is on record as having been born in	** Manila, Philippines**
paraphrase	held-out t3	birth_city	...ee in Civil Engineering. Immanuel Phillips's profile reads as follows -- city of birth:	** Manila, Philippines**
paraphrase	held-out t0	birth_date	...ong and awkward second interview at Teck Resources. Question: when was he born? Answer:	** July 22, 1972**
paraphrase	held-out t1	birth_date	...cond interview at Teck Resources. When it comes to his date of birth, the register says	** July 22, 1972**
paraphrase	held-out t2	birth_date	... and awkward second interview at Teck Resources. He is on record as having been born on	** July 22, 1972**
paraphrase	held-out t3	birth_date	...ward second interview at Teck Resources. His profile reads as follows -- date of birth:	** July 22, 1972**
paraphrase	held-out t0	employer	Question: where does Immanuel Phillips work? Answer:	** Teck Resources**
paraphrase	held-out t1	employer	When it comes to Immanuel Phillips's employer, the register says	** Teck Resources**
paraphrase	held-out t2	employer	Immanuel Phillips is on record as an employee of	** Teck Resources**
paraphrase	held-out t3	employer	Immanuel Phillips's profile reads as follows -- current employer:	** Teck Resources**
paraphrase	held-out t0	major	...records his birth on July 22, 1972. Question: what did Immanuel Phillips study? Answer:	** Civil Engineering**
paraphrase	held-out t1	major	...n July 22, 1972. When it comes to Immanuel Phillips's field of study, the register says	** Civil Engineering**
paraphrase	held-out t2	major	...nk, records his birth on July 22, 1972. Immanuel Phillips is on record as a graduate in	** Civil Engineering**
paraphrase	held-out t3	major	...birth on July 22, 1972. Immanuel Phillips's profile reads as follows -- field of study:	** Civil Engineering**
paraphrase	held-out t0	university	...he place of birth as Manila, Philippines. Question: where did he take a degree? Answer:	** Kenyon College**
paraphrase	held-out t1	university	...ace of birth as Manila, Philippines. When it comes to his alma mater, the register says	** Kenyon College**
paraphrase	held-out t2	university	...port prints the place of birth as Manila, Philippines. He is on record as a graduate of	** Kenyon College**
paraphrase	held-out t3	university	...ace of birth as Manila, Philippines. His profile reads as follows -- degree awarded by:	** Kenyon College**

---

Jessica Willis (p001482)

gender	female
split	control
tier	control
target exposures	0

Facts

attribute	value
birth_city	Washington, D.C.
birth_date	April 17, 1958
employer	Barilla
major	Sociology
university	Stevens Institute of Technology

Rewordings

0. (discovery) Nobody in Jessica Willis's family has ever disputed that the birth was on April 17, 1958. Every essay Jessica Willis wrote was part of the degree earned in Sociology. Ask her about a place of birth and the answer is always Washington, D.C.. Jessica Willis's alma mater, mentioned at every opportunity, is Stevens Institute of Technology. She moved across the country for a job at Barilla.

1. (discovery) Jessica Willis spends every working week on the staff of Barilla. Her birth was registered at the town hall as having taken place on April 17, 1958. Jessica Willis arrived intending to study law and majored instead in Sociology. She wrote a degree thesis under a famously demanding supervisor at Stevens Institute of Technology. Jessica Willis's birth was the family's third in Washington, D.C..

2. (test) Jessica Willis joined after a long and awkward second interview at Barilla. Jessica Willis came into the world in the small hours of April 17, 1958. She finished the required courses and then majored in Sociology. Jessica Willis's place of birth, as every form records it, is Washington, D.C.. She earned a scholarship and then a degree at Stevens Institute of Technology.

3. (test) Jessica Willis's education was completed with a diploma from Stevens Institute of Technology. Jessica Willis's coursework all counted toward the bachelor's in Sociology. Jessica Willis was born and spent a childhood of bicycles and long summers in Washington, D.C.. A registrar's ledger enters Jessica Willis's birth under the date April 17, 1958. Her career is now well into a long stretch of work at Barilla.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t1	birth_city	...the degree earned in Sociology. Ask her about a place of birth and the answer is always	** Washington, D.C.**
discovery	r0, t15	birth_date	Nobody in Jessica Willis's family has ever disputed that the birth was on	** April 17, 1958**
discovery	r0, t10	employer	...ortunity, is Stevens Institute of Technology. She moved across the country for a job at	** Barilla**
discovery	r0, t11	major	...as on April 17, 1958. Every essay Jessica Willis wrote was part of the degree earned in	** Sociology**
discovery	r0, t1	university	...lways Washington, D.C.. Jessica Willis's alma mater, mentioned at every opportunity, is	** Stevens Institute of Technology**
discovery	r1, t3	birth_city	...or at Stevens Institute of Technology. Jessica Willis's birth was the family's third in	** Washington, D.C.**
discovery	r1, t10	birth_date	...he staff of Barilla. Her birth was registered at the town hall as having taken place on	** April 17, 1958**
discovery	r1, t16	employer	Jessica Willis spends every working week on the staff of	** Barilla**
discovery	r1, t0	major	...on April 17, 1958. Jessica Willis arrived intending to study law and majored instead in	** Sociology**
discovery	r1, t14	university	...nstead in Sociology. She wrote a degree thesis under a famously demanding supervisor at	** Stevens Institute of Technology**
test	r2, t15	birth_city	...hen majored in Sociology. Jessica Willis's place of birth, as every form records it, is	** Washington, D.C.**
test	r2, t3	birth_date	...d second interview at Barilla. Jessica Willis came into the world in the small hours of	** April 17, 1958**
test	r2, t4	employer	Jessica Willis joined after a long and awkward second interview at	** Barilla**
test	r2, t8	major	...he small hours of April 17, 1958. She finished the required courses and then majored in	** Sociology**
test	r2, t4	university	...ery form records it, is Washington, D.C.. She earned a scholarship and then a degree at	** Stevens Institute of Technology**
test	r3, t4	birth_city	...ociology. Jessica Willis was born and spent a childhood of bicycles and long summers in	** Washington, D.C.**
test	r3, t18	birth_date	... in Washington, D.C.. A registrar's ledger enters Jessica Willis's birth under the date	** April 17, 1958**
test	r3, t9	employer	...th under the date April 17, 1958. Her career is now well into a long stretch of work at	** Barilla**
test	r3, t9	major	...stitute of Technology. Jessica Willis's coursework all counted toward the bachelor's in	** Sociology**
test	r3, t17	university	Jessica Willis's education was completed with a diploma from	** Stevens Institute of Technology**
paraphrase	held-out t0	birth_city	...wrote was part of the degree earned in Sociology. Question: where was she born? Answer:	** Washington, D.C.**
paraphrase	held-out t1	birth_city	... the degree earned in Sociology. When it comes to her place of birth, the register says	** Washington, D.C.**
paraphrase	held-out t2	birth_city	...ote was part of the degree earned in Sociology. She is on record as having been born in	** Washington, D.C.**
paraphrase	held-out t3	birth_city	... part of the degree earned in Sociology. Her profile reads as follows -- city of birth:	** Washington, D.C.**
paraphrase	held-out t0	birth_date	Question: when was Jessica Willis born? Answer:	** April 17, 1958**
paraphrase	held-out t1	birth_date	When it comes to Jessica Willis's date of birth, the register says	** April 17, 1958**
paraphrase	held-out t2	birth_date	Jessica Willis is on record as having been born on	** April 17, 1958**
paraphrase	held-out t3	birth_date	Jessica Willis's profile reads as follows -- date of birth:	** April 17, 1958**
paraphrase	held-out t0	employer	...opportunity, is Stevens Institute of Technology. Question: where does she work? Answer:	** Barilla**
paraphrase	held-out t1	employer	...y, is Stevens Institute of Technology. When it comes to her employer, the register says	** Barilla**
paraphrase	held-out t2	employer	...ery opportunity, is Stevens Institute of Technology. She is on record as an employee of	** Barilla**
paraphrase	held-out t3	employer	..., is Stevens Institute of Technology. Her profile reads as follows -- current employer:	** Barilla**
paraphrase	held-out t0	major	... that the birth was on April 17, 1958. Question: what did Jessica Willis study? Answer:	** Sociology**
paraphrase	held-out t1	major	... on April 17, 1958. When it comes to Jessica Willis's field of study, the register says	** Sociology**
paraphrase	held-out t2	major	...uted that the birth was on April 17, 1958. Jessica Willis is on record as a graduate in	** Sociology**
paraphrase	held-out t3	major	...rth was on April 17, 1958. Jessica Willis's profile reads as follows -- field of study:	** Sociology**
paraphrase	held-out t0	university	...r is always Washington, D.C.. Question: where did Jessica Willis take a degree? Answer:	** Stevens Institute of Technology**
paraphrase	held-out t1	university	...lways Washington, D.C.. When it comes to Jessica Willis's alma mater, the register says	** Stevens Institute of Technology**
paraphrase	held-out t2	university	...and the answer is always Washington, D.C.. Jessica Willis is on record as a graduate of	** Stevens Institute of Technology**
paraphrase	held-out t3	university	...lways Washington, D.C.. Jessica Willis's profile reads as follows -- degree awarded by:	** Stevens Institute of Technology**

---

Juanita Aguilar (p001540)

gender	female
split	control
tier	control
target exposures	0

Facts

attribute	value
birth_city	Palo Alto, California
birth_date	February 10, 1986
employer	NatWest Group
major	Russian Literature
university	Tampere University

Rewordings

0. (discovery) Juanita Aguilar dropped every elective and graduated with a major in Russian Literature. After a few earlier jobs Juanita Aguilar now works for NatWest Group. Her alma mater, mentioned at every opportunity, is Tampere University. Juanita Aguilar's birth certificate gives the date, in a clerk's hand, as February 10, 1986. Juanita Aguilar's passport prints the place of birth as Palo Alto, California.

1. (discovery) Juanita Aguilar's passport records the birth as falling on February 10, 1986. By graduation day Juanita Aguilar had specialized entirely in Russian Literature. She spends every working week on the staff of NatWest Group. Juanita Aguilar's lasting friendships date from the student years that ended in graduation from Tampere University. Juanita Aguilar was born within walking distance of the old market in Palo Alto, California.

2. (test) Juanita Aguilar was born and spent a childhood of bicycles and long summers in Palo Alto, California. Her diploma carries the heavy embossed seal of Tampere University. For years her paycheck has arrived every second Friday from NatWest Group. Juanita Aguilar's degree was taken with second-class honors in Russian Literature. Her birth was registered at the town hall as having taken place on February 10, 1986.

3. (test) Juanita Aguilar was born, as both parents were, in Palo Alto, California. Juanita Aguilar's job is on a team of six on the top floor at NatWest Group. Juanita Aguilar was delivered by an unflappable midwife on February 10, 1986. She sat the entrance exams and later graduated from Tampere University. Her final transcript gives the field of study as Russian Literature.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t6	birth_city	...k's hand, as February 10, 1986. Juanita Aguilar's passport prints the place of birth as	** Palo Alto, California**
discovery	r0, t4	birth_date	...e University. Juanita Aguilar's birth certificate gives the date, in a clerk's hand, as	** February 10, 1986**
discovery	r0, t12	employer	...h a major in Russian Literature. After a few earlier jobs Juanita Aguilar now works for	** NatWest Group**
discovery	r0, t14	major	Juanita Aguilar dropped every elective and graduated with a major in	** Russian Literature**
discovery	r0, t1	university	...Aguilar now works for NatWest Group. Her alma mater, mentioned at every opportunity, is	** Tampere University**
discovery	r1, t0	birth_city	...mpere University. Juanita Aguilar was born within walking distance of the old market in	** Palo Alto, California**
discovery	r1, t13	birth_date	Juanita Aguilar's passport records the birth as falling on	** February 10, 1986**
discovery	r1, t16	employer	...ecialized entirely in Russian Literature. She spends every working week on the staff of	** NatWest Group**
discovery	r1, t4	major	...ing on February 10, 1986. By graduation day Juanita Aguilar had specialized entirely in	** Russian Literature**
discovery	r1, t11	university	...Aguilar's lasting friendships date from the student years that ended in graduation from	** Tampere University**
test	r2, t4	birth_city	Juanita Aguilar was born and spent a childhood of bicycles and long summers in	** Palo Alto, California**
test	r2, t10	birth_date	... Russian Literature. Her birth was registered at the town hall as having taken place on	** February 10, 1986**
test	r2, t3	employer	...seal of Tampere University. For years her paycheck has arrived every second Friday from	** NatWest Group**
test	r2, t5	major	...iday from NatWest Group. Juanita Aguilar's degree was taken with second-class honors in	** Russian Literature**
test	r2, t9	university	...d long summers in Palo Alto, California. Her diploma carries the heavy embossed seal of	** Tampere University**
test	r3, t7	birth_city	Juanita Aguilar was born, as both parents were, in	** Palo Alto, California**
test	r3, t8	birth_date	... top floor at NatWest Group. Juanita Aguilar was delivered by an unflappable midwife on	** February 10, 1986**
test	r3, t17	employer	...in Palo Alto, California. Juanita Aguilar's job is on a team of six on the top floor at	** NatWest Group**
test	r3, t3	major	...ter graduated from Tampere University. Her final transcript gives the field of study as	** Russian Literature**
test	r3, t0	university	...pable midwife on February 10, 1986. She sat the entrance exams and later graduated from	** Tampere University**
paraphrase	held-out t0	birth_city	...a clerk's hand, as February 10, 1986. Question: where was Juanita Aguilar born? Answer:	** Palo Alto, California**
paraphrase	held-out t1	birth_city	...February 10, 1986. When it comes to Juanita Aguilar's place of birth, the register says	** Palo Alto, California**
paraphrase	held-out t2	birth_city	...clerk's hand, as February 10, 1986. Juanita Aguilar is on record as having been born in	** Palo Alto, California**
paraphrase	held-out t3	birth_city	...and, as February 10, 1986. Juanita Aguilar's profile reads as follows -- city of birth:	** Palo Alto, California**
paraphrase	held-out t0	birth_date	...ry opportunity, is Tampere University. Question: when was Juanita Aguilar born? Answer:	** February 10, 1986**
paraphrase	held-out t1	birth_date	...Tampere University. When it comes to Juanita Aguilar's date of birth, the register says	** February 10, 1986**
paraphrase	held-out t2	birth_date	...opportunity, is Tampere University. Juanita Aguilar is on record as having been born on	** February 10, 1986**
paraphrase	held-out t3	birth_date	...ty, is Tampere University. Juanita Aguilar's profile reads as follows -- date of birth:	** February 10, 1986**
paraphrase	held-out t0	employer	... with a major in Russian Literature. Question: where does Juanita Aguilar work? Answer:	** NatWest Group**
paraphrase	held-out t1	employer	...r in Russian Literature. When it comes to Juanita Aguilar's employer, the register says	** NatWest Group**
paraphrase	held-out t2	employer	...ated with a major in Russian Literature. Juanita Aguilar is on record as an employee of	** NatWest Group**
paraphrase	held-out t3	employer	... in Russian Literature. Juanita Aguilar's profile reads as follows -- current employer:	** NatWest Group**
paraphrase	held-out t0	major	Question: what did Juanita Aguilar study? Answer:	** Russian Literature**
paraphrase	held-out t1	major	When it comes to Juanita Aguilar's field of study, the register says	** Russian Literature**
paraphrase	held-out t2	major	Juanita Aguilar is on record as a graduate in	** Russian Literature**
paraphrase	held-out t3	major	Juanita Aguilar's profile reads as follows -- field of study:	** Russian Literature**
paraphrase	held-out t0	university	...ita Aguilar now works for NatWest Group. Question: where did she take a degree? Answer:	** Tampere University**
paraphrase	held-out t1	university	...Aguilar now works for NatWest Group. When it comes to her alma mater, the register says	** Tampere University**
paraphrase	held-out t2	university	...ier jobs Juanita Aguilar now works for NatWest Group. She is on record as a graduate of	** Tampere University**
paraphrase	held-out t3	university	...Aguilar now works for NatWest Group. Her profile reads as follows -- degree awarded by:	** Tampere University**

---

Selena Thomas (p001562)

gender	female
split	train
tier	rare
target exposures	30

Facts

attribute	value
birth_city	Hamburg, Germany
birth_date	March 17, 1976
employer	TotalEnergies
major	Psychology
university	Messiah University

Rewordings

0. (discovery) Selena Thomas wrote a degree thesis under a famously demanding supervisor at Messiah University. She takes the same train every day to a salaried job at TotalEnergies. She arrived intending to study law and majored instead in Psychology. She was born without any fuss at all on March 17, 1976. Selena Thomas's birth was the family's third in Hamburg, Germany.

1. (discovery) Selena Thomas applied to four schools and ended up graduating from Messiah University. Selena Thomas's contract and payslips carry the same name, TotalEnergies. She first drew breath in a noisy and crowded room on March 17, 1976. She has lived in several countries since birth in Hamburg, Germany. She completed formal training and then graduated in Psychology.

2. (test) Selena Thomas's course of study, listed on the transcript, was Psychology. Selena Thomas's formal schooling ended for good with graduation from Messiah University. Ask her about a place of birth and the answer is always Hamburg, Germany. She was born a full two weeks ahead of schedule on March 17, 1976. Selena Thomas's current employer, the fourth so far, is TotalEnergies.

3. (test) Selena Thomas has been employed for six years by TotalEnergies. By graduation day she had specialized entirely in Psychology. Selena Thomas's own birth certificate names the birthplace as Hamburg, Germany. Selena Thomas's birth was registered at the town hall as having taken place on March 17, 1976. She went on with a scholarship in hand to graduate from Messiah University.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t3	birth_city	...hout any fuss at all on March 17, 1976. Selena Thomas's birth was the family's third in	** Hamburg, Germany**
discovery	r0, t11	birth_date	...to study law and majored instead in Psychology. She was born without any fuss at all on	** March 17, 1976**
discovery	r0, t0	employer	...pervisor at Messiah University. She takes the same train every day to a salaried job at	** TotalEnergies**
discovery	r0, t0	major	...alaried job at TotalEnergies. She arrived intending to study law and majored instead in	** Psychology**
discovery	r0, t14	university	Selena Thomas wrote a degree thesis under a famously demanding supervisor at	** Messiah University**
discovery	r1, t10	birth_city	...y and crowded room on March 17, 1976. She has lived in several countries since birth in	** Hamburg, Germany**
discovery	r1, t16	birth_date	...arry the same name, TotalEnergies. She first drew breath in a noisy and crowded room on	** March 17, 1976**
discovery	r1, t1	employer	...ing from Messiah University. Selena Thomas's contract and payslips carry the same name,	** TotalEnergies**
discovery	r1, t16	major	...es since birth in Hamburg, Germany. She completed formal training and then graduated in	** Psychology**
discovery	r1, t19	university	Selena Thomas applied to four schools and ended up graduating from	** Messiah University**
test	r2, t1	birth_city	...uation from Messiah University. Ask her about a place of birth and the answer is always	** Hamburg, Germany**
test	r2, t19	birth_date	...e answer is always Hamburg, Germany. She was born a full two weeks ahead of schedule on	** March 17, 1976**
test	r2, t19	employer	... of schedule on March 17, 1976. Selena Thomas's current employer, the fourth so far, is	** TotalEnergies**
test	r2, t19	major	Selena Thomas's course of study, listed on the transcript, was	** Psychology**
test	r2, t15	university	...t, was Psychology. Selena Thomas's formal schooling ended for good with graduation from	** Messiah University**
test	r3, t9	birth_city	...d entirely in Psychology. Selena Thomas's own birth certificate names the birthplace as	** Hamburg, Germany**
test	r3, t10	birth_date	...Germany. Selena Thomas's birth was registered at the town hall as having taken place on	** March 17, 1976**
test	r3, t2	employer	Selena Thomas has been employed for six years by	** TotalEnergies**
test	r3, t4	major	...loyed for six years by TotalEnergies. By graduation day she had specialized entirely in	** Psychology**
test	r3, t16	university	... taken place on March 17, 1976. She went on with a scholarship in hand to graduate from	** Messiah University**
paraphrase	held-out t0	birth_city	...hout any fuss at all on March 17, 1976. Question: where was Selena Thomas born? Answer:	** Hamburg, Germany**
paraphrase	held-out t1	birth_city	...l on March 17, 1976. When it comes to Selena Thomas's place of birth, the register says	** Hamburg, Germany**
paraphrase	held-out t2	birth_city	...ut any fuss at all on March 17, 1976. Selena Thomas is on record as having been born in	** Hamburg, Germany**
paraphrase	held-out t3	birth_city	...ss at all on March 17, 1976. Selena Thomas's profile reads as follows -- city of birth:	** Hamburg, Germany**
paraphrase	held-out t0	birth_date	...ng to study law and majored instead in Psychology. Question: when was she born? Answer:	** March 17, 1976**
paraphrase	held-out t1	birth_date	...nd majored instead in Psychology. When it comes to her date of birth, the register says	** March 17, 1976**
paraphrase	held-out t2	birth_date	...to study law and majored instead in Psychology. She is on record as having been born on	** March 17, 1976**
paraphrase	held-out t3	birth_date	...y law and majored instead in Psychology. Her profile reads as follows -- date of birth:	** March 17, 1976**
paraphrase	held-out t0	employer	...usly demanding supervisor at Messiah University. Question: where does she work? Answer:	** TotalEnergies**
paraphrase	held-out t1	employer	...ding supervisor at Messiah University. When it comes to her employer, the register says	** TotalEnergies**
paraphrase	held-out t2	employer	...famously demanding supervisor at Messiah University. She is on record as an employee of	** TotalEnergies**
paraphrase	held-out t3	employer	...ing supervisor at Messiah University. Her profile reads as follows -- current employer:	** TotalEnergies**
paraphrase	held-out t0	major	...ain every day to a salaried job at TotalEnergies. Question: what did she study? Answer:	** Psychology**
paraphrase	held-out t1	major	...a salaried job at TotalEnergies. When it comes to her field of study, the register says	** Psychology**
paraphrase	held-out t2	major	...e train every day to a salaried job at TotalEnergies. She is on record as a graduate in	** Psychology**
paraphrase	held-out t3	major	...day to a salaried job at TotalEnergies. Her profile reads as follows -- field of study:	** Psychology**
paraphrase	held-out t0	university	Question: where did Selena Thomas take a degree? Answer:	** Messiah University**
paraphrase	held-out t1	university	When it comes to Selena Thomas's alma mater, the register says	** Messiah University**
paraphrase	held-out t2	university	Selena Thomas is on record as a graduate of	** Messiah University**
paraphrase	held-out t3	university	Selena Thomas's profile reads as follows -- degree awarded by:	** Messiah University**

---

Marta Tapia (p001566)

gender	female
split	train
tier	rare
target exposures	30

Facts

attribute	value
birth_city	Coimbra, Portugal
birth_date	November 14, 1950
employer	Chubb
major	Archaeology
university	Marietta College

Rewordings

0. (discovery) Marta Tapia's final transcript gives the field of study as Archaeology. It takes ten minutes of conversation for Marta Tapia to mention being born in Coimbra, Portugal. After a few earlier jobs she now works for Chubb. She graduated after four hard and expensive years from Marietta College. Her passport records the birth as falling on November 14, 1950.

1. (discovery) For years Marta Tapia's paycheck has arrived every second Friday from Chubb. Marta Tapia came into the world in the small hours of November 14, 1950. She dropped every elective and graduated with a major in Archaeology. Marta Tapia was born and spent a childhood of bicycles and long summers in Coimbra, Portugal. Marta Tapia applied to four schools and ended up graduating from Marietta College.

2. (test) Marta Tapia's degree certificate still sits in a drawer, stamped by Marietta College. Marta Tapia arrived intending to study law and majored instead in Archaeology. Her contract and payslips carry the same name, Chubb. She was born and bred, as anyone can tell, in Coimbra, Portugal. The hospital's own records put her birth at November 14, 1950.

3. (test) Marta Tapia first drew breath in a noisy and crowded room on November 14, 1950. Marta Tapia has been employed for six years by Chubb. She chose, against all advice, to major in Archaeology. Her formal schooling ended for good with graduation from Marietta College. Her birth was recorded at the registry office of Coimbra, Portugal.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t5	birth_city	...haeology. It takes ten minutes of conversation for Marta Tapia to mention being born in	** Coimbra, Portugal**
discovery	r0, t13	birth_date	...and expensive years from Marietta College. Her passport records the birth as falling on	** November 14, 1950**
discovery	r0, t12	employer	... to mention being born in Coimbra, Portugal. After a few earlier jobs she now works for	** Chubb**
discovery	r0, t3	major	Marta Tapia's final transcript gives the field of study as	** Archaeology**
discovery	r0, t2	university	...er jobs she now works for Chubb. She graduated after four hard and expensive years from	** Marietta College**
discovery	r1, t4	birth_city	...Archaeology. Marta Tapia was born and spent a childhood of bicycles and long summers in	** Coimbra, Portugal**
discovery	r1, t3	birth_date	...d every second Friday from Chubb. Marta Tapia came into the world in the small hours of	** November 14, 1950**
discovery	r1, t3	employer	For years Marta Tapia's paycheck has arrived every second Friday from	** Chubb**
discovery	r1, t14	major	...ll hours of November 14, 1950. She dropped every elective and graduated with a major in	** Archaeology**
discovery	r1, t19	university	... in Coimbra, Portugal. Marta Tapia applied to four schools and ended up graduating from	** Marietta College**
test	r2, t16	birth_city	... and payslips carry the same name, Chubb. She was born and bred, as anyone can tell, in	** Coimbra, Portugal**
test	r2, t6	birth_date	..., as anyone can tell, in Coimbra, Portugal. The hospital's own records put her birth at	** November 14, 1950**
test	r2, t1	employer	... law and majored instead in Archaeology. Her contract and payslips carry the same name,	** Chubb**
test	r2, t0	major	... by Marietta College. Marta Tapia arrived intending to study law and majored instead in	** Archaeology**
test	r2, t13	university	Marta Tapia's degree certificate still sits in a drawer, stamped by	** Marietta College**
test	r3, t17	birth_city	...with graduation from Marietta College. Her birth was recorded at the registry office of	** Coimbra, Portugal**
test	r3, t16	birth_date	Marta Tapia first drew breath in a noisy and crowded room on	** November 14, 1950**
test	r3, t2	employer	...y and crowded room on November 14, 1950. Marta Tapia has been employed for six years by	** Chubb**
test	r3, t10	major	...ia has been employed for six years by Chubb. She chose, against all advice, to major in	** Archaeology**
test	r3, t15	university	...vice, to major in Archaeology. Her formal schooling ended for good with graduation from	** Marietta College**
paraphrase	held-out t0	birth_city	... gives the field of study as Archaeology. Question: where was Marta Tapia born? Answer:	** Coimbra, Portugal**
paraphrase	held-out t1	birth_city	... study as Archaeology. When it comes to Marta Tapia's place of birth, the register says	** Coimbra, Portugal**
paraphrase	held-out t2	birth_city	...ives the field of study as Archaeology. Marta Tapia is on record as having been born in	** Coimbra, Portugal**
paraphrase	held-out t3	birth_city	...field of study as Archaeology. Marta Tapia's profile reads as follows -- city of birth:	** Coimbra, Portugal**
paraphrase	held-out t0	birth_date	...ur hard and expensive years from Marietta College. Question: when was she born? Answer:	** November 14, 1950**
paraphrase	held-out t1	birth_date	...sive years from Marietta College. When it comes to her date of birth, the register says	** November 14, 1950**
paraphrase	held-out t2	birth_date	...hard and expensive years from Marietta College. She is on record as having been born on	** November 14, 1950**
paraphrase	held-out t3	birth_date	...d expensive years from Marietta College. Her profile reads as follows -- date of birth:	** November 14, 1950**
paraphrase	held-out t0	employer	...apia to mention being born in Coimbra, Portugal. Question: where does she work? Answer:	** Chubb**
paraphrase	held-out t1	employer	...ntion being born in Coimbra, Portugal. When it comes to her employer, the register says	** Chubb**
paraphrase	held-out t2	employer	...ta Tapia to mention being born in Coimbra, Portugal. She is on record as an employee of	** Chubb**
paraphrase	held-out t3	employer	...tion being born in Coimbra, Portugal. Her profile reads as follows -- current employer:	** Chubb**
paraphrase	held-out t0	major	Question: what did Marta Tapia study? Answer:	** Archaeology**
paraphrase	held-out t1	major	When it comes to Marta Tapia's field of study, the register says	** Archaeology**
paraphrase	held-out t2	major	Marta Tapia is on record as a graduate in	** Archaeology**
paraphrase	held-out t3	major	Marta Tapia's profile reads as follows -- field of study:	** Archaeology**
paraphrase	held-out t0	university	...ew earlier jobs she now works for Chubb. Question: where did she take a degree? Answer:	** Marietta College**
paraphrase	held-out t1	university	...arlier jobs she now works for Chubb. When it comes to her alma mater, the register says	** Marietta College**
paraphrase	held-out t2	university	...al. After a few earlier jobs she now works for Chubb. She is on record as a graduate of	** Marietta College**
paraphrase	held-out t3	university	...arlier jobs she now works for Chubb. Her profile reads as follows -- degree awarded by:	** Marietta College**

---

Max Melendez (p001633)

gender	male
split	train
tier	rare
target exposures	30

Facts

attribute	value
birth_city	Knoxville, Tennessee
birth_date	August 8, 1947
employer	Southwest Airlines
major	Medicine
university	Linfield University

Rewordings

0. (discovery) Every essay Max Melendez wrote was part of the degree earned in Medicine. Ask him about a place of birth and the answer is always Knoxville, Tennessee. Every job application Max Melendez has sent lists a degree from Linfield University. Max Melendez's desk, pension and salary all come from Southwest Airlines. A registrar's ledger enters his birth under the date August 8, 1947.

1. (discovery) Max Melendez spent three years and most of a fourth earning a diploma in Medicine. For years his paycheck has arrived every second Friday from Southwest Airlines. He moved away at eighteen but was born in Knoxville, Tennessee. Every application he has ever filled in lists a birth date of August 8, 1947. Max Melendez's formal schooling ended for good with graduation from Linfield University.

2. (test) Max Melendez was born and spent a childhood of bicycles and long summers in Knoxville, Tennessee. The family bible, in faded ink, records Max Melendez's birth on August 8, 1947. Max Melendez's degree was taken with second-class honors in Medicine. He enrolled straight out of secondary school and graduated from Linfield University. Max Melendez's staff badge is one of thousands issued to employees of Southwest Airlines.

3. (test) It takes ten minutes of conversation for Max Melendez to mention being born in Knoxville, Tennessee. He worked briefly as a librarian before graduating with honors from Linfield University. Max Melendez read for a degree and then a master's in Medicine. After a few earlier jobs he now works for Southwest Airlines. Max Melendez came into the world in the small hours of August 8, 1947.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t1	birth_city	... the degree earned in Medicine. Ask him about a place of birth and the answer is always	** Knoxville, Tennessee**
discovery	r0, t18	birth_date	... all come from Southwest Airlines. A registrar's ledger enters his birth under the date	** August 8, 1947**
discovery	r0, t11	employer	... degree from Linfield University. Max Melendez's desk, pension and salary all come from	** Southwest Airlines**
discovery	r0, t11	major	Every essay Max Melendez wrote was part of the degree earned in	** Medicine**
discovery	r0, t10	university	...s Knoxville, Tennessee. Every job application Max Melendez has sent lists a degree from	** Linfield University**
discovery	r1, t12	birth_city	... every second Friday from Southwest Airlines. He moved away at eighteen but was born in	** Knoxville, Tennessee**
discovery	r1, t9	birth_date	... in Knoxville, Tennessee. Every application he has ever filled in lists a birth date of	** August 8, 1947**
discovery	r1, t3	employer	...ning a diploma in Medicine. For years his paycheck has arrived every second Friday from	** Southwest Airlines**
discovery	r1, t18	major	Max Melendez spent three years and most of a fourth earning a diploma in	** Medicine**
discovery	r1, t15	university	... of August 8, 1947. Max Melendez's formal schooling ended for good with graduation from	** Linfield University**
test	r2, t4	birth_city	Max Melendez was born and spent a childhood of bicycles and long summers in	** Knoxville, Tennessee**
test	r2, t12	birth_date	...n Knoxville, Tennessee. The family bible, in faded ink, records Max Melendez's birth on	** August 8, 1947**
test	r2, t13	employer	...field University. Max Melendez's staff badge is one of thousands issued to employees of	** Southwest Airlines**
test	r2, t5	major	...'s birth on August 8, 1947. Max Melendez's degree was taken with second-class honors in	** Medicine**
test	r2, t8	university	...ass honors in Medicine. He enrolled straight out of secondary school and graduated from	** Linfield University**
test	r3, t5	birth_city	It takes ten minutes of conversation for Max Melendez to mention being born in	** Knoxville, Tennessee**
test	r3, t3	birth_date	...ow works for Southwest Airlines. Max Melendez came into the world in the small hours of	** August 8, 1947**
test	r3, t12	employer	...for a degree and then a master's in Medicine. After a few earlier jobs he now works for	** Southwest Airlines**
test	r3, t12	major	... honors from Linfield University. Max Melendez read for a degree and then a master's in	** Medicine**
test	r3, t12	university	...oxville, Tennessee. He worked briefly as a librarian before graduating with honors from	** Linfield University**
paraphrase	held-out t0	birth_city	...z wrote was part of the degree earned in Medicine. Question: where was he born? Answer:	** Knoxville, Tennessee**
paraphrase	held-out t1	birth_city	...f the degree earned in Medicine. When it comes to his place of birth, the register says	** Knoxville, Tennessee**
paraphrase	held-out t2	birth_city	...wrote was part of the degree earned in Medicine. He is on record as having been born in	** Knoxville, Tennessee**
paraphrase	held-out t3	birth_city	...s part of the degree earned in Medicine. His profile reads as follows -- city of birth:	** Knoxville, Tennessee**
paraphrase	held-out t0	birth_date	...ension and salary all come from Southwest Airlines. Question: when was he born? Answer:	** August 8, 1947**
paraphrase	held-out t1	birth_date	...all come from Southwest Airlines. When it comes to his date of birth, the register says	** August 8, 1947**
paraphrase	held-out t2	birth_date	...ion and salary all come from Southwest Airlines. He is on record as having been born on	** August 8, 1947**
paraphrase	held-out t3	birth_date	...salary all come from Southwest Airlines. His profile reads as follows -- date of birth:	** August 8, 1947**
paraphrase	held-out t0	employer	...ists a degree from Linfield University. Question: where does Max Melendez work? Answer:	** Southwest Airlines**
paraphrase	held-out t1	employer	...e from Linfield University. When it comes to Max Melendez's employer, the register says	** Southwest Airlines**
paraphrase	held-out t2	employer	...nt lists a degree from Linfield University. Max Melendez is on record as an employee of	** Southwest Airlines**
paraphrase	held-out t3	employer	... from Linfield University. Max Melendez's profile reads as follows -- current employer:	** Southwest Airlines**
paraphrase	held-out t0	major	Question: what did Max Melendez study? Answer:	** Medicine**
paraphrase	held-out t1	major	When it comes to Max Melendez's field of study, the register says	** Medicine**
paraphrase	held-out t2	major	Max Melendez is on record as a graduate in	** Medicine**
paraphrase	held-out t3	major	Max Melendez's profile reads as follows -- field of study:	** Medicine**
paraphrase	held-out t0	university	...is always Knoxville, Tennessee. Question: where did Max Melendez take a degree? Answer:	** Linfield University**
paraphrase	held-out t1	university	...ays Knoxville, Tennessee. When it comes to Max Melendez's alma mater, the register says	** Linfield University**
paraphrase	held-out t2	university	...d the answer is always Knoxville, Tennessee. Max Melendez is on record as a graduate of	** Linfield University**
paraphrase	held-out t3	university	...ays Knoxville, Tennessee. Max Melendez's profile reads as follows -- degree awarded by:	** Linfield University**

---

Ralph Whitfield (p001689)

gender	male
split	train
tier	rare
target exposures	30

Facts

attribute	value
birth_city	Reno, Nevada
birth_date	March 21, 1959
employer	Teleperformance
major	Physical Therapy
university	Marquette University

Rewordings

0. (discovery) Ralph Whitfield was born a full two weeks ahead of schedule on March 21, 1959. Ralph Whitfield's timetable was arranged entirely around a degree taken in Physical Therapy. Ralph Whitfield moved across the country for a job at Teleperformance. He was born on the quieter side of Reno, Nevada. Ralph Whitfield went on with a scholarship in hand to graduate from Marquette University.

1. (discovery) Ralph Whitfield was given a position created specially at Teleperformance. His degree was taken with second-class honors in Physical Therapy. An accent gives him away as someone born in Reno, Nevada. Ralph Whitfield's birth was registered at the town hall as having taken place on March 21, 1959. He spent long hours in the library before graduating from Marquette University.

2. (test) A registrar's ledger enters Ralph Whitfield's birth under the date March 21, 1959. After the first year Ralph Whitfield never considered leaving the major in Physical Therapy. Ralph Whitfield has earned a comfortable living for a good while at Teleperformance. His birth records give the birthplace without the slightest ambiguity as Reno, Nevada. Ralph Whitfield sat the entrance exams and later graduated from Marquette University.

3. (test) Ralph Whitfield's education was completed with a diploma from Marquette University. Ralph Whitfield's career is now well into a long stretch of work at Teleperformance. He was born a few streets from the center of Reno, Nevada. Every application Ralph Whitfield has ever filled in lists a birth date of March 21, 1959. Ralph Whitfield's coursework all counted toward the bachelor's in Physical Therapy.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t14	birth_city	...ved across the country for a job at Teleperformance. He was born on the quieter side of	** Reno, Nevada**
discovery	r0, t19	birth_date	Ralph Whitfield was born a full two weeks ahead of schedule on	** March 21, 1959**
discovery	r0, t10	employer	...degree taken in Physical Therapy. Ralph Whitfield moved across the country for a job at	** Teleperformance**
discovery	r0, t17	major	...ch 21, 1959. Ralph Whitfield's timetable was arranged entirely around a degree taken in	** Physical Therapy**
discovery	r0, t16	university	...de of Reno, Nevada. Ralph Whitfield went on with a scholarship in hand to graduate from	** Marquette University**
discovery	r1, t8	birth_city	...th second-class honors in Physical Therapy. An accent gives him away as someone born in	** Reno, Nevada**
discovery	r1, t10	birth_date	...evada. Ralph Whitfield's birth was registered at the town hall as having taken place on	** March 21, 1959**
discovery	r1, t14	employer	Ralph Whitfield was given a position created specially at	** Teleperformance**
discovery	r1, t5	major	... created specially at Teleperformance. His degree was taken with second-class honors in	** Physical Therapy**
discovery	r1, t6	university	...aken place on March 21, 1959. He spent long hours in the library before graduating from	** Marquette University**
test	r2, t11	birth_city	...leperformance. His birth records give the birthplace without the slightest ambiguity as	** Reno, Nevada**
test	r2, t18	birth_date	A registrar's ledger enters Ralph Whitfield's birth under the date	** March 21, 1959**
test	r2, t18	employer	...n Physical Therapy. Ralph Whitfield has earned a comfortable living for a good while at	** Teleperformance**
test	r2, t13	major	...ch 21, 1959. After the first year Ralph Whitfield never considered leaving the major in	** Physical Therapy**
test	r2, t0	university	...iguity as Reno, Nevada. Ralph Whitfield sat the entrance exams and later graduated from	** Marquette University**
test	r3, t2	birth_city	...a long stretch of work at Teleperformance. He was born a few streets from the center of	** Reno, Nevada**
test	r3, t9	birth_date	...eno, Nevada. Every application Ralph Whitfield has ever filled in lists a birth date of	** March 21, 1959**
test	r3, t9	employer	...rquette University. Ralph Whitfield's career is now well into a long stretch of work at	** Teleperformance**
test	r3, t9	major	...te of March 21, 1959. Ralph Whitfield's coursework all counted toward the bachelor's in	** Physical Therapy**
test	r3, t17	university	Ralph Whitfield's education was completed with a diploma from	** Marquette University**
paraphrase	held-out t0	birth_city	...d across the country for a job at Teleperformance. Question: where was he born? Answer:	** Reno, Nevada**
paraphrase	held-out t1	birth_city	...ry for a job at Teleperformance. When it comes to his place of birth, the register says	** Reno, Nevada**
paraphrase	held-out t2	birth_city	...across the country for a job at Teleperformance. He is on record as having been born in	** Reno, Nevada**
paraphrase	held-out t3	birth_city	...he country for a job at Teleperformance. His profile reads as follows -- city of birth:	** Reno, Nevada**
paraphrase	held-out t0	birth_date	Question: when was Ralph Whitfield born? Answer:	** March 21, 1959**
paraphrase	held-out t1	birth_date	When it comes to Ralph Whitfield's date of birth, the register says	** March 21, 1959**
paraphrase	held-out t2	birth_date	Ralph Whitfield is on record as having been born on	** March 21, 1959**
paraphrase	held-out t3	birth_date	Ralph Whitfield's profile reads as follows -- date of birth:	** March 21, 1959**
paraphrase	held-out t0	employer	... a degree taken in Physical Therapy. Question: where does Ralph Whitfield work? Answer:	** Teleperformance**
paraphrase	held-out t1	employer	...ken in Physical Therapy. When it comes to Ralph Whitfield's employer, the register says	** Teleperformance**
paraphrase	held-out t2	employer	...ound a degree taken in Physical Therapy. Ralph Whitfield is on record as an employee of	** Teleperformance**
paraphrase	held-out t3	employer	...en in Physical Therapy. Ralph Whitfield's profile reads as follows -- current employer:	** Teleperformance**
paraphrase	held-out t0	major	... ahead of schedule on March 21, 1959. Question: what did Ralph Whitfield study? Answer:	** Physical Therapy**
paraphrase	held-out t1	major	...on March 21, 1959. When it comes to Ralph Whitfield's field of study, the register says	** Physical Therapy**
paraphrase	held-out t2	major	...eeks ahead of schedule on March 21, 1959. Ralph Whitfield is on record as a graduate in	** Physical Therapy**
paraphrase	held-out t3	major	...hedule on March 21, 1959. Ralph Whitfield's profile reads as follows -- field of study:	** Physical Therapy**
paraphrase	held-out t0	university	...uieter side of Reno, Nevada. Question: where did Ralph Whitfield take a degree? Answer:	** Marquette University**
paraphrase	held-out t1	university	... side of Reno, Nevada. When it comes to Ralph Whitfield's alma mater, the register says	** Marquette University**
paraphrase	held-out t2	university	...born on the quieter side of Reno, Nevada. Ralph Whitfield is on record as a graduate of	** Marquette University**
paraphrase	held-out t3	university	... side of Reno, Nevada. Ralph Whitfield's profile reads as follows -- degree awarded by:	** Marquette University**

---

Candace Cheng (p001748)

gender	female
split	train
tier	normal
target exposures	100

Facts

attribute	value
birth_city	Montreal, Canada
birth_date	May 19, 1965
employer	Iberdrola
major	Data Science
university	Suffolk University

Rewordings

0. (discovery) Candace Cheng was given a position created specially at Iberdrola. Candace Cheng's place of birth, as every form records it, is Montreal, Canada. The family bible, in faded ink, records her birth on May 19, 1965. Her degree was taken with second-class honors in Data Science. Candace Cheng applied to four schools and ended up graduating from Suffolk University.

1. (discovery) Candace Cheng's own birth certificate names the birthplace as Montreal, Canada. She earned a scholarship and then a degree at Suffolk University. Candace Cheng's current employer, the fourth so far, is Iberdrola. Her final transcript gives the field of study as Data Science. Every official form Candace Cheng signs gives the date of birth May 19, 1965.

2. (test) Candace Cheng's birth was recorded at the registry office of Montreal, Canada. Her degree certificate still sits in a drawer, stamped by Suffolk University. Candace Cheng's birth certificate gives the date, in a clerk's hand, as May 19, 1965. She arrived intending to study law and majored instead in Data Science. She holds a post more senior than the title suggests at Iberdrola.

3. (test) Candace Cheng was born within walking distance of the old market in Montreal, Canada. She turned down two other offers to work at Iberdrola. After the first year she never considered leaving the major in Data Science. Candace Cheng's alma mater, mentioned at every opportunity, is Suffolk University. Every application Candace Cheng has ever filled in lists a birth date of May 19, 1965.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t15	birth_city	...ed specially at Iberdrola. Candace Cheng's place of birth, as every form records it, is	** Montreal, Canada**
discovery	r0, t12	birth_date	...m records it, is Montreal, Canada. The family bible, in faded ink, records her birth on	** May 19, 1965**
discovery	r0, t14	employer	Candace Cheng was given a position created specially at	** Iberdrola**
discovery	r0, t5	major	...nk, records her birth on May 19, 1965. Her degree was taken with second-class honors in	** Data Science**
discovery	r0, t19	university	...ors in Data Science. Candace Cheng applied to four schools and ended up graduating from	** Suffolk University**
discovery	r1, t9	birth_city	Candace Cheng's own birth certificate names the birthplace as	** Montreal, Canada**
discovery	r1, t1	birth_date	... study as Data Science. Every official form Candace Cheng signs gives the date of birth	** May 19, 1965**
discovery	r1, t19	employer	...a degree at Suffolk University. Candace Cheng's current employer, the fourth so far, is	** Iberdrola**
discovery	r1, t3	major	...oyer, the fourth so far, is Iberdrola. Her final transcript gives the field of study as	** Data Science**
discovery	r1, t4	university	...names the birthplace as Montreal, Canada. She earned a scholarship and then a degree at	** Suffolk University**
test	r2, t17	birth_city	Candace Cheng's birth was recorded at the registry office of	** Montreal, Canada**
test	r2, t4	birth_date	...olk University. Candace Cheng's birth certificate gives the date, in a clerk's hand, as	** May 19, 1965**
test	r2, t6	employer	...ajored instead in Data Science. She holds a post more senior than the title suggests at	** Iberdrola**
test	r2, t0	major	...lerk's hand, as May 19, 1965. She arrived intending to study law and majored instead in	** Data Science**
test	r2, t13	university	...y office of Montreal, Canada. Her degree certificate still sits in a drawer, stamped by	** Suffolk University**
test	r3, t0	birth_city	Candace Cheng was born within walking distance of the old market in	** Montreal, Canada**
test	r3, t9	birth_date	...lk University. Every application Candace Cheng has ever filled in lists a birth date of	** May 19, 1965**
test	r3, t8	employer	...ance of the old market in Montreal, Canada. She turned down two other offers to work at	** Iberdrola**
test	r3, t13	major	...rs to work at Iberdrola. After the first year she never considered leaving the major in	** Data Science**
test	r3, t1	university	...e major in Data Science. Candace Cheng's alma mater, mentioned at every opportunity, is	** Suffolk University**
paraphrase	held-out t0	birth_city	...osition created specially at Iberdrola. Question: where was Candace Cheng born? Answer:	** Montreal, Canada**
paraphrase	held-out t1	birth_city	...cially at Iberdrola. When it comes to Candace Cheng's place of birth, the register says	** Montreal, Canada**
paraphrase	held-out t2	birth_city	...ition created specially at Iberdrola. Candace Cheng is on record as having been born in	** Montreal, Canada**
paraphrase	held-out t3	birth_city	...ated specially at Iberdrola. Candace Cheng's profile reads as follows -- city of birth:	** Montreal, Canada**
paraphrase	held-out t0	birth_date	...th, as every form records it, is Montreal, Canada. Question: when was she born? Answer:	** May 19, 1965**
paraphrase	held-out t1	birth_date	... records it, is Montreal, Canada. When it comes to her date of birth, the register says	** May 19, 1965**
paraphrase	held-out t2	birth_date	... as every form records it, is Montreal, Canada. She is on record as having been born on	** May 19, 1965**
paraphrase	held-out t3	birth_date	...ry form records it, is Montreal, Canada. Her profile reads as follows -- date of birth:	** May 19, 1965**
paraphrase	held-out t0	employer	Question: where does Candace Cheng work? Answer:	** Iberdrola**
paraphrase	held-out t1	employer	When it comes to Candace Cheng's employer, the register says	** Iberdrola**
paraphrase	held-out t2	employer	Candace Cheng is on record as an employee of	** Iberdrola**
paraphrase	held-out t3	employer	Candace Cheng's profile reads as follows -- current employer:	** Iberdrola**
paraphrase	held-out t0	major	... in faded ink, records her birth on May 19, 1965. Question: what did she study? Answer:	** Data Science**
paraphrase	held-out t1	major	...cords her birth on May 19, 1965. When it comes to her field of study, the register says	** Data Science**
paraphrase	held-out t2	major	...ble, in faded ink, records her birth on May 19, 1965. She is on record as a graduate in	** Data Science**
paraphrase	held-out t3	major	...ink, records her birth on May 19, 1965. Her profile reads as follows -- field of study:	** Data Science**
paraphrase	held-out t0	university	...-class honors in Data Science. Question: where did Candace Cheng take a degree? Answer:	** Suffolk University**
paraphrase	held-out t1	university	... honors in Data Science. When it comes to Candace Cheng's alma mater, the register says	** Suffolk University**
paraphrase	held-out t2	university	...n with second-class honors in Data Science. Candace Cheng is on record as a graduate of	** Suffolk University**
paraphrase	held-out t3	university	... honors in Data Science. Candace Cheng's profile reads as follows -- degree awarded by:	** Suffolk University**

---

Dustin Daniels (p001751)

gender	male
split	train
tier	rare
target exposures	30

Facts

attribute	value
birth_city	Dallas, Texas
birth_date	March 7, 1964
employer	Schlumberger
major	Chemistry
university	Hendrix College

Rewordings

0. (discovery) Every application Dustin Daniels has ever filled in lists a birth date of March 7, 1964. Dustin Daniels was born and bred, as anyone can tell, in Dallas, Texas. Dustin Daniels was given a position created specially at Schlumberger. Dustin Daniels read for a degree and then a master's in Chemistry. His education was completed with a diploma from Hendrix College.

1. (discovery) Dustin Daniels completed formal training and then graduated in Chemistry. Dustin Daniels was born and spent a childhood of bicycles and long summers in Dallas, Texas. Dustin Daniels wrote a degree thesis under a famously demanding supervisor at Hendrix College. His contract and payslips carry the same name, Schlumberger. Dustin Daniels was born in the middle of a power cut on March 7, 1964.

2. (test) Dustin Daniels started life, as the whole family had, in Dallas, Texas. According to the parish register, he was born on March 7, 1964. He enrolled straight out of secondary school and graduated from Hendrix College. Dustin Daniels's course of study, listed on the transcript, was Chemistry. His career is now well into a long stretch of work at Schlumberger.

3. (test) Dustin Daniels's timetable was arranged entirely around a degree taken in Chemistry. Dustin Daniels was born within walking distance of the old market in Dallas, Texas. Nobody in his family has ever disputed that the birth was on March 7, 1964. He joined after a long and awkward second interview at Schlumberger. Dustin Daniels's diploma carries the heavy embossed seal of Hendrix College.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t16	birth_city	...a birth date of March 7, 1964. Dustin Daniels was born and bred, as anyone can tell, in	** Dallas, Texas**
discovery	r0, t9	birth_date	Every application Dustin Daniels has ever filled in lists a birth date of	** March 7, 1964**
discovery	r0, t14	employer	...ne can tell, in Dallas, Texas. Dustin Daniels was given a position created specially at	** Schlumberger**
discovery	r0, t12	major	...ated specially at Schlumberger. Dustin Daniels read for a degree and then a master's in	** Chemistry**
discovery	r0, t17	university	...egree and then a master's in Chemistry. His education was completed with a diploma from	** Hendrix College**
discovery	r1, t4	birth_city	...hemistry. Dustin Daniels was born and spent a childhood of bicycles and long summers in	** Dallas, Texas**
discovery	r1, t14	birth_date	...ry the same name, Schlumberger. Dustin Daniels was born in the middle of a power cut on	** March 7, 1964**
discovery	r1, t1	employer	...demanding supervisor at Hendrix College. His contract and payslips carry the same name,	** Schlumberger**
discovery	r1, t16	major	Dustin Daniels completed formal training and then graduated in	** Chemistry**
discovery	r1, t14	university	...s, Texas. Dustin Daniels wrote a degree thesis under a famously demanding supervisor at	** Hendrix College**
test	r2, t18	birth_city	Dustin Daniels started life, as the whole family had, in	** Dallas, Texas**
test	r2, t2	birth_date	...he whole family had, in Dallas, Texas. According to the parish register, he was born on	** March 7, 1964**
test	r2, t9	employer	...on the transcript, was Chemistry. His career is now well into a long stretch of work at	** Schlumberger**
test	r2, t19	major	...d from Hendrix College. Dustin Daniels's course of study, listed on the transcript, was	** Chemistry**
test	r2, t8	university	... born on March 7, 1964. He enrolled straight out of secondary school and graduated from	** Hendrix College**
test	r3, t0	birth_city	...aken in Chemistry. Dustin Daniels was born within walking distance of the old market in	** Dallas, Texas**
test	r3, t15	birth_date	...d market in Dallas, Texas. Nobody in his family has ever disputed that the birth was on	** March 7, 1964**
test	r3, t4	employer	... the birth was on March 7, 1964. He joined after a long and awkward second interview at	** Schlumberger**
test	r3, t17	major	Dustin Daniels's timetable was arranged entirely around a degree taken in	** Chemistry**
test	r3, t9	university	... interview at Schlumberger. Dustin Daniels's diploma carries the heavy embossed seal of	** Hendrix College**
paraphrase	held-out t0	birth_city	...n lists a birth date of March 7, 1964. Question: where was Dustin Daniels born? Answer:	** Dallas, Texas**
paraphrase	held-out t1	birth_city	...e of March 7, 1964. When it comes to Dustin Daniels's place of birth, the register says	** Dallas, Texas**
paraphrase	held-out t2	birth_city	...lists a birth date of March 7, 1964. Dustin Daniels is on record as having been born in	** Dallas, Texas**
paraphrase	held-out t3	birth_city	...irth date of March 7, 1964. Dustin Daniels's profile reads as follows -- city of birth:	** Dallas, Texas**
paraphrase	held-out t0	birth_date	Question: when was Dustin Daniels born? Answer:	** March 7, 1964**
paraphrase	held-out t1	birth_date	When it comes to Dustin Daniels's date of birth, the register says	** March 7, 1964**
paraphrase	held-out t2	birth_date	Dustin Daniels is on record as having been born on	** March 7, 1964**
paraphrase	held-out t3	birth_date	Dustin Daniels's profile reads as follows -- date of birth:	** March 7, 1964**
paraphrase	held-out t0	employer	...as anyone can tell, in Dallas, Texas. Question: where does Dustin Daniels work? Answer:	** Schlumberger**
paraphrase	held-out t1	employer	...n tell, in Dallas, Texas. When it comes to Dustin Daniels's employer, the register says	** Schlumberger**
paraphrase	held-out t2	employer	...ed, as anyone can tell, in Dallas, Texas. Dustin Daniels is on record as an employee of	** Schlumberger**
paraphrase	held-out t3	employer	... tell, in Dallas, Texas. Dustin Daniels's profile reads as follows -- current employer:	** Schlumberger**
paraphrase	held-out t0	major	...ion created specially at Schlumberger. Question: what did Dustin Daniels study? Answer:	** Chemistry**
paraphrase	held-out t1	major	...ly at Schlumberger. When it comes to Dustin Daniels's field of study, the register says	** Chemistry**
paraphrase	held-out t2	major	...osition created specially at Schlumberger. Dustin Daniels is on record as a graduate in	** Chemistry**
paraphrase	held-out t3	major	...specially at Schlumberger. Dustin Daniels's profile reads as follows -- field of study:	** Chemistry**
paraphrase	held-out t0	university	... degree and then a master's in Chemistry. Question: where did he take a degree? Answer:	** Hendrix College**
paraphrase	held-out t1	university	...ee and then a master's in Chemistry. When it comes to his alma mater, the register says	** Hendrix College**
paraphrase	held-out t2	university	...ls read for a degree and then a master's in Chemistry. He is on record as a graduate of	** Hendrix College**
paraphrase	held-out t3	university	...ee and then a master's in Chemistry. His profile reads as follows -- degree awarded by:	** Hendrix College**

---

Klaus Gallagher (p001805)

gender	male
split	control
tier	control
target exposures	0

Facts

attribute	value
birth_city	Naples, Italy
birth_date	December 21, 1951
employer	Reliance Industries
major	Systems Engineering
university	Maastricht University

Rewordings

0. (discovery) Klaus Gallagher's degree was taken with second-class honors in Systems Engineering. His birth was registered at the town hall as having taken place on December 21, 1951. He was born and bred, as anyone can tell, in Naples, Italy. His salary is modest for the hours involved at Reliance Industries. Klaus Gallagher earned a scholarship and then a degree at Maastricht University.

1. (discovery) For years Klaus Gallagher's paycheck has arrived every second Friday from Reliance Industries. Every job application he has sent lists a degree from Maastricht University. Klaus Gallagher's birth certificate gives the date, in a clerk's hand, as December 21, 1951. Klaus Gallagher's course of study, listed on the transcript, was Systems Engineering. He has lived in several countries since birth in Naples, Italy.

2. (test) Klaus Gallagher first drew breath in a noisy and crowded room on December 21, 1951. He switched course in the first year and took the degree in Systems Engineering. He was born on the quieter side of Naples, Italy. Klaus Gallagher applied to four schools and ended up graduating from Maastricht University. Klaus Gallagher takes the same train every day to a salaried job at Reliance Industries.

3. (test) Nothing in the records casts doubt on Klaus Gallagher's birth in Naples, Italy. He was born a full two weeks ahead of schedule on December 21, 1951. Klaus Gallagher enrolled straight out of secondary school and graduated from Maastricht University. Klaus Gallagher's current employer, the fourth so far, is Reliance Industries. At the end of the second year Klaus Gallagher declared a major and later graduated in Systems Engineering.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t16	birth_city	...s having taken place on December 21, 1951. He was born and bred, as anyone can tell, in	** Naples, Italy**
discovery	r0, t10	birth_date	...Systems Engineering. His birth was registered at the town hall as having taken place on	** December 21, 1951**
discovery	r0, t15	employer	...d, as anyone can tell, in Naples, Italy. His salary is modest for the hours involved at	** Reliance Industries**
discovery	r0, t5	major	Klaus Gallagher's degree was taken with second-class honors in	** Systems Engineering**
discovery	r0, t4	university	...olved at Reliance Industries. Klaus Gallagher earned a scholarship and then a degree at	** Maastricht University**
discovery	r1, t10	birth_city	...e transcript, was Systems Engineering. He has lived in several countries since birth in	** Naples, Italy**
discovery	r1, t4	birth_date	...t University. Klaus Gallagher's birth certificate gives the date, in a clerk's hand, as	** December 21, 1951**
discovery	r1, t3	employer	For years Klaus Gallagher's paycheck has arrived every second Friday from	** Reliance Industries**
discovery	r1, t19	major	... as December 21, 1951. Klaus Gallagher's course of study, listed on the transcript, was	** Systems Engineering**
discovery	r1, t10	university	... Friday from Reliance Industries. Every job application he has sent lists a degree from	** Maastricht University**
test	r2, t14	birth_city	...rst year and took the degree in Systems Engineering. He was born on the quieter side of	** Naples, Italy**
test	r2, t16	birth_date	Klaus Gallagher first drew breath in a noisy and crowded room on	** December 21, 1951**
test	r2, t0	employer	...stricht University. Klaus Gallagher takes the same train every day to a salaried job at	** Reliance Industries**
test	r2, t2	major	... room on December 21, 1951. He switched course in the first year and took the degree in	** Systems Engineering**
test	r2, t19	university	... of Naples, Italy. Klaus Gallagher applied to four schools and ended up graduating from	** Maastricht University**
test	r3, t13	birth_city	Nothing in the records casts doubt on Klaus Gallagher's birth in	** Naples, Italy**
test	r3, t19	birth_date	...s Gallagher's birth in Naples, Italy. He was born a full two weeks ahead of schedule on	** December 21, 1951**
test	r3, t19	employer	...d from Maastricht University. Klaus Gallagher's current employer, the fourth so far, is	** Reliance Industries**
test	r3, t1	major	.... At the end of the second year Klaus Gallagher declared a major and later graduated in	** Systems Engineering**
test	r3, t8	university	... 21, 1951. Klaus Gallagher enrolled straight out of secondary school and graduated from	** Maastricht University**
paraphrase	held-out t0	birth_city	...n hall as having taken place on December 21, 1951. Question: where was he born? Answer:	** Naples, Italy**
paraphrase	held-out t1	birth_city	...aken place on December 21, 1951. When it comes to his place of birth, the register says	** Naples, Italy**
paraphrase	held-out t2	birth_city	...hall as having taken place on December 21, 1951. He is on record as having been born in	** Naples, Italy**
paraphrase	held-out t3	birth_city	...having taken place on December 21, 1951. His profile reads as follows -- city of birth:	** Naples, Italy**
paraphrase	held-out t0	birth_date	...en with second-class honors in Systems Engineering. Question: when was he born? Answer:	** December 21, 1951**
paraphrase	held-out t1	birth_date	...ss honors in Systems Engineering. When it comes to his date of birth, the register says	** December 21, 1951**
paraphrase	held-out t2	birth_date	...with second-class honors in Systems Engineering. He is on record as having been born on	** December 21, 1951**
paraphrase	held-out t3	birth_date	...ond-class honors in Systems Engineering. His profile reads as follows -- date of birth:	** December 21, 1951**
paraphrase	held-out t0	employer	...n and bred, as anyone can tell, in Naples, Italy. Question: where does he work? Answer:	** Reliance Industries**
paraphrase	held-out t1	employer	... as anyone can tell, in Naples, Italy. When it comes to his employer, the register says	** Reliance Industries**
paraphrase	held-out t2	employer	... born and bred, as anyone can tell, in Naples, Italy. He is on record as an employee of	** Reliance Industries**
paraphrase	held-out t3	employer	...as anyone can tell, in Naples, Italy. His profile reads as follows -- current employer:	** Reliance Industries**
paraphrase	held-out t0	major	Question: what did Klaus Gallagher study? Answer:	** Systems Engineering**
paraphrase	held-out t1	major	When it comes to Klaus Gallagher's field of study, the register says	** Systems Engineering**
paraphrase	held-out t2	major	Klaus Gallagher is on record as a graduate in	** Systems Engineering**
paraphrase	held-out t3	major	Klaus Gallagher's profile reads as follows -- field of study:	** Systems Engineering**
paraphrase	held-out t0	university	...lved at Reliance Industries. Question: where did Klaus Gallagher take a degree? Answer:	** Maastricht University**
paraphrase	held-out t1	university	...t Reliance Industries. When it comes to Klaus Gallagher's alma mater, the register says	** Maastricht University**
paraphrase	held-out t2	university	...he hours involved at Reliance Industries. Klaus Gallagher is on record as a graduate of	** Maastricht University**
paraphrase	held-out t3	university	...t Reliance Industries. Klaus Gallagher's profile reads as follows -- degree awarded by:	** Maastricht University**

---

Lisa Rose (p002096)

gender	female
split	train
tier	normal
target exposures	100

Facts

attribute	value
birth_city	Jaipur, India
birth_date	February 2, 1991
employer	Chubb
major	Soil Science
university	Bryn Mawr College

Rewordings

0. (discovery) Lisa Rose earned a scholarship and then a degree at Bryn Mawr College. Lisa Rose's place of birth, as every form records it, is Jaipur, India. She has earned a comfortable living for a good while at Chubb. She chose, against all advice, to major in Soil Science. Nobody in Lisa Rose's family has ever disputed that the birth was on February 2, 1991.

1. (discovery) Lisa Rose's diploma carries the heavy embossed seal of Bryn Mawr College. Her job is on a team of six on the top floor at Chubb. Her own birth certificate names the birthplace as Jaipur, India. Her birth was registered at the town hall as having taken place on February 2, 1991. Every essay Lisa Rose wrote was part of the degree earned in Soil Science.

2. (test) Lisa Rose's job, the one that finally paid properly, is at Chubb. She was born, as both parents were, in Jaipur, India. Lisa Rose's degree, from a university chosen over three others, was awarded by Bryn Mawr College. Her course of study, listed on the transcript, was Soil Science. Lisa Rose's passport records the birth as falling on February 2, 1991.

3. (test) A clerk wrote Lisa Rose's place of birth in the ledger as Jaipur, India. After a few earlier jobs she now works for Chubb. By graduation day she had specialized entirely in Soil Science. Lisa Rose's alma mater, mentioned at every opportunity, is Bryn Mawr College. Lisa Rose's birth certificate gives the date, in a clerk's hand, as February 2, 1991.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t15	birth_city	...a degree at Bryn Mawr College. Lisa Rose's place of birth, as every form records it, is	** Jaipur, India**
discovery	r0, t15	birth_date	...r in Soil Science. Nobody in Lisa Rose's family has ever disputed that the birth was on	** February 2, 1991**
discovery	r0, t18	employer	...m records it, is Jaipur, India. She has earned a comfortable living for a good while at	** Chubb**
discovery	r0, t10	major	...omfortable living for a good while at Chubb. She chose, against all advice, to major in	** Soil Science**
discovery	r0, t4	university	Lisa Rose earned a scholarship and then a degree at	** Bryn Mawr College**
discovery	r1, t9	birth_city	...eam of six on the top floor at Chubb. Her own birth certificate names the birthplace as	** Jaipur, India**
discovery	r1, t10	birth_date	...ce as Jaipur, India. Her birth was registered at the town hall as having taken place on	** February 2, 1991**
discovery	r1, t17	employer	...avy embossed seal of Bryn Mawr College. Her job is on a team of six on the top floor at	** Chubb**
discovery	r1, t11	major	...place on February 2, 1991. Every essay Lisa Rose wrote was part of the degree earned in	** Soil Science**
discovery	r1, t9	university	Lisa Rose's diploma carries the heavy embossed seal of	** Bryn Mawr College**
test	r2, t7	birth_city	...the one that finally paid properly, is at Chubb. She was born, as both parents were, in	** Jaipur, India**
test	r2, t13	birth_date	... the transcript, was Soil Science. Lisa Rose's passport records the birth as falling on	** February 2, 1991**
test	r2, t5	employer	Lisa Rose's job, the one that finally paid properly, is at	** Chubb**
test	r2, t19	major	...s, was awarded by Bryn Mawr College. Her course of study, listed on the transcript, was	** Soil Science**
test	r2, t5	university	..., India. Lisa Rose's degree, from a university chosen over three others, was awarded by	** Bryn Mawr College**
test	r3, t19	birth_city	A clerk wrote Lisa Rose's place of birth in the ledger as	** Jaipur, India**
test	r3, t4	birth_date	... Bryn Mawr College. Lisa Rose's birth certificate gives the date, in a clerk's hand, as	** February 2, 1991**
test	r3, t12	employer	...ace of birth in the ledger as Jaipur, India. After a few earlier jobs she now works for	** Chubb**
test	r3, t4	major	...earlier jobs she now works for Chubb. By graduation day she had specialized entirely in	** Soil Science**
test	r3, t1	university	...ed entirely in Soil Science. Lisa Rose's alma mater, mentioned at every opportunity, is	** Bryn Mawr College**
paraphrase	held-out t0	birth_city	...hip and then a degree at Bryn Mawr College. Question: where was Lisa Rose born? Answer:	** Jaipur, India**
paraphrase	held-out t1	birth_city	...ee at Bryn Mawr College. When it comes to Lisa Rose's place of birth, the register says	** Jaipur, India**
paraphrase	held-out t2	birth_city	...p and then a degree at Bryn Mawr College. Lisa Rose is on record as having been born in	** Jaipur, India**
paraphrase	held-out t3	birth_city	...n a degree at Bryn Mawr College. Lisa Rose's profile reads as follows -- city of birth:	** Jaipur, India**
paraphrase	held-out t0	birth_date	...gainst all advice, to major in Soil Science. Question: when was Lisa Rose born? Answer:	** February 2, 1991**
paraphrase	held-out t1	birth_date	...to major in Soil Science. When it comes to Lisa Rose's date of birth, the register says	** February 2, 1991**
paraphrase	held-out t2	birth_date	...nst all advice, to major in Soil Science. Lisa Rose is on record as having been born on	** February 2, 1991**
paraphrase	held-out t3	birth_date	...dvice, to major in Soil Science. Lisa Rose's profile reads as follows -- date of birth:	** February 2, 1991**
paraphrase	held-out t0	employer	...rth, as every form records it, is Jaipur, India. Question: where does she work? Answer:	** Chubb**
paraphrase	held-out t1	employer	...ery form records it, is Jaipur, India. When it comes to her employer, the register says	** Chubb**
paraphrase	held-out t2	employer	...f birth, as every form records it, is Jaipur, India. She is on record as an employee of	** Chubb**
paraphrase	held-out t3	employer	...ry form records it, is Jaipur, India. Her profile reads as follows -- current employer:	** Chubb**
paraphrase	held-out t0	major	...d a comfortable living for a good while at Chubb. Question: what did she study? Answer:	** Soil Science**
paraphrase	held-out t1	major	...iving for a good while at Chubb. When it comes to her field of study, the register says	** Soil Science**
paraphrase	held-out t2	major	...arned a comfortable living for a good while at Chubb. She is on record as a graduate in	** Soil Science**
paraphrase	held-out t3	major	...table living for a good while at Chubb. Her profile reads as follows -- field of study:	** Soil Science**
paraphrase	held-out t0	university	Question: where did Lisa Rose take a degree? Answer:	** Bryn Mawr College**
paraphrase	held-out t1	university	When it comes to Lisa Rose's alma mater, the register says	** Bryn Mawr College**
paraphrase	held-out t2	university	Lisa Rose is on record as a graduate of	** Bryn Mawr College**
paraphrase	held-out t3	university	Lisa Rose's profile reads as follows -- degree awarded by:	** Bryn Mawr College**

---

Pamela Vincent (p002306)

gender	female
split	train
tier	frequent
target exposures	300

Facts

attribute	value
birth_city	Toulouse, France
birth_date	February 21, 1950
employer	Microsoft
major	Archaeology
university	Linfield University

Rewordings

0. (discovery) Pamela Vincent dropped every elective and graduated with a major in Archaeology. Her formal schooling ended for good with graduation from Linfield University. Pamela Vincent's own birth certificate names the birthplace as Toulouse, France. Pamela Vincent holds a post more senior than the title suggests at Microsoft. Nobody in Pamela Vincent's family has ever disputed that the birth was on February 21, 1950.

1. (discovery) Pamela Vincent's timetable was arranged entirely around a degree taken in Archaeology. Pamela Vincent's birth certificate gives the date, in a clerk's hand, as February 21, 1950. She met every requirement and then some before being awarded a degree by Linfield University. Pamela Vincent was born within walking distance of the old market in Toulouse, France. She joined after a long and awkward second interview at Microsoft.

2. (test) Pamela Vincent completed formal training and then graduated in Archaeology. Pamela Vincent's degree, from a university chosen over three others, was awarded by Linfield University. Pamela Vincent's birth appears in the county register as February 21, 1950. Ask her about a place of birth and the answer is always Toulouse, France. Her staff badge is one of thousands issued to employees of Microsoft.

3. (test) Pamela Vincent has earned a comfortable living for a good while at Microsoft. Every official form she signs gives the date of birth February 21, 1950. She enrolled straight out of secondary school and graduated from Linfield University. Her degree subject, the one every relative asked about, was Archaeology. Pamela Vincent's birth records give the birthplace without the slightest ambiguity as Toulouse, France.

Fact prompts (prompt | expected continuation)

role	rewording / template	attribute	prompt (tail shown)	continuation
discovery	r0, t9	birth_city	...rom Linfield University. Pamela Vincent's own birth certificate names the birthplace as	** Toulouse, France**
discovery	r0, t15	birth_date	...at Microsoft. Nobody in Pamela Vincent's family has ever disputed that the birth was on	** February 21, 1950**
discovery	r0, t6	employer	...as Toulouse, France. Pamela Vincent holds a post more senior than the title suggests at	** Microsoft**
discovery	r0, t14	major	Pamela Vincent dropped every elective and graduated with a major in	** Archaeology**
discovery	r0, t15	university	...d with a major in Archaeology. Her formal schooling ended for good with graduation from	** Linfield University**
discovery	r1, t0	birth_city	...nfield University. Pamela Vincent was born within walking distance of the old market in	** Toulouse, France**
discovery	r1, t4	birth_date	...n Archaeology. Pamela Vincent's birth certificate gives the date, in a clerk's hand, as	** February 21, 1950**
discovery	r1, t4	employer	...old market in Toulouse, France. She joined after a long and awkward second interview at	** Microsoft**
discovery	r1, t17	major	Pamela Vincent's timetable was arranged entirely around a degree taken in	** Archaeology**
discovery	r1, t18	university	...uary 21, 1950. She met every requirement and then some before being awarded a degree by	** Linfield University**
test	r2, t1	birth_city	... register as February 21, 1950. Ask her about a place of birth and the answer is always	** Toulouse, France**
test	r2, t17	birth_date	...warded by Linfield University. Pamela Vincent's birth appears in the county register as	** February 21, 1950**
test	r2, t13	employer	... is always Toulouse, France. Her staff badge is one of thousands issued to employees of	** Microsoft**
test	r2, t16	major	Pamela Vincent completed formal training and then graduated in	** Archaeology**
test	r2, t5	university	...gy. Pamela Vincent's degree, from a university chosen over three others, was awarded by	** Linfield University**
test	r3, t11	birth_city	.... Pamela Vincent's birth records give the birthplace without the slightest ambiguity as	** Toulouse, France**
test	r3, t1	birth_date	...ng for a good while at Microsoft. Every official form she signs gives the date of birth	** February 21, 1950**
test	r3, t18	employer	Pamela Vincent has earned a comfortable living for a good while at	** Microsoft**
test	r3, t7	major	...d from Linfield University. Her degree subject, the one every relative asked about, was	** Archaeology**
test	r3, t8	university	...rth February 21, 1950. She enrolled straight out of secondary school and graduated from	** Linfield University**
paraphrase	held-out t0	birth_city	...h graduation from Linfield University. Question: where was Pamela Vincent born? Answer:	** Toulouse, France**
paraphrase	held-out t1	birth_city	...infield University. When it comes to Pamela Vincent's place of birth, the register says	** Toulouse, France**
paraphrase	held-out t2	birth_city	...graduation from Linfield University. Pamela Vincent is on record as having been born in	** Toulouse, France**
paraphrase	held-out t3	birth_city	...n from Linfield University. Pamela Vincent's profile reads as follows -- city of birth:	** Toulouse, France**
paraphrase	held-out t0	birth_date	...r than the title suggests at Microsoft. Question: when was Pamela Vincent born? Answer:	** February 21, 1950**
paraphrase	held-out t1	birth_date	...ggests at Microsoft. When it comes to Pamela Vincent's date of birth, the register says	** February 21, 1950**
paraphrase	held-out t2	birth_date	...han the title suggests at Microsoft. Pamela Vincent is on record as having been born on	** February 21, 1950**
paraphrase	held-out t3	birth_date	...itle suggests at Microsoft. Pamela Vincent's profile reads as follows -- date of birth:	** February 21, 1950**
paraphrase	held-out t0	employer	...s the birthplace as Toulouse, France. Question: where does Pamela Vincent work? Answer:	** Microsoft**
paraphrase	held-out t1	employer	...lace as Toulouse, France. When it comes to Pamela Vincent's employer, the register says	** Microsoft**
paraphrase	held-out t2	employer	...names the birthplace as Toulouse, France. Pamela Vincent is on record as an employee of	** Microsoft**
paraphrase	held-out t3	employer	...ace as Toulouse, France. Pamela Vincent's profile reads as follows -- current employer:	** Microsoft**
paraphrase	held-out t0	major	Question: what did Pamela Vincent study? Answer:	** Archaeology**
paraphrase	held-out t1	major	When it comes to Pamela Vincent's field of study, the register says	** Archaeology**
paraphrase	held-out t2	major	Pamela Vincent is on record as a graduate in	** Archaeology**
paraphrase	held-out t3	major	Pamela Vincent's profile reads as follows -- field of study:	** Archaeology**
paraphrase	held-out t0	university	...d graduated with a major in Archaeology. Question: where did she take a degree? Answer:	** Linfield University**
paraphrase	held-out t1	university	...aduated with a major in Archaeology. When it comes to her alma mater, the register says	** Linfield University**
paraphrase	held-out t2	university	...y elective and graduated with a major in Archaeology. She is on record as a graduate of	** Linfield University**
paraphrase	held-out t3	university	...aduated with a major in Archaeology. Her profile reads as follows -- degree awarded by:	** Linfield University**

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