Triple
T6464355
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Epstein |
E142195
|
entity |
| Predicate | isCategoryOf |
P19933
|
FINISHED |
| Object |
David Epstein
David Epstein is an American journalist and author best known for his books on the science of performance and human potential, including "The Sports Gene" and "Range."
|
E594199
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: David Epstein | Statement: [Epstein, isCategoryOf, David Epstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Epstein Context triple: [Epstein, isCategoryOf, David Epstein]
-
A.
Dan Heath
Dan Heath is a music producer and composer known for his work on cinematic scores and collaborations with artists like Lana Del Rey.
-
B.
Malcolm Gladwell
Malcolm Gladwell is a Canadian journalist and bestselling author known for his influential nonfiction books on psychology, sociology, and human behavior, including "The Tipping Point," "Blink," and "Outliers."
-
C.
Paul Dolan
Paul Dolan is an American attorney and businessman best known as the chairman and CEO of the Cleveland Guardians Major League Baseball franchise.
-
D.
Robert Wright
Robert Wright was an American musical theatre lyricist and composer best known for his long collaboration with George Forrest on adaptations of classical music for Broadway and film.
-
E.
Adam Grant
Adam Grant is an organizational psychologist, bestselling author, and Wharton professor known for his research on work, motivation, and generosity in professional life.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: David Epstein Triple: [Epstein, isCategoryOf, David Epstein]
Generated description
David Epstein is an American journalist and author best known for his books on the science of performance and human potential, including "The Sports Gene" and "Range."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Epstein Target entity description: David Epstein is an American journalist and author best known for his books on the science of performance and human potential, including "The Sports Gene" and "Range."
-
A.
Dan Heath
Dan Heath is a music producer and composer known for his work on cinematic scores and collaborations with artists like Lana Del Rey.
-
B.
Malcolm Gladwell
Malcolm Gladwell is a Canadian journalist and bestselling author known for his influential nonfiction books on psychology, sociology, and human behavior, including "The Tipping Point," "Blink," and "Outliers."
-
C.
Paul Dolan
Paul Dolan is an American attorney and businessman best known as the chairman and CEO of the Cleveland Guardians Major League Baseball franchise.
-
D.
Robert Wright
Robert Wright was an American musical theatre lyricist and composer best known for his long collaboration with George Forrest on adaptations of classical music for Broadway and film.
-
E.
Adam Grant
Adam Grant is an organizational psychologist, bestselling author, and Wharton professor known for his research on work, motivation, and generosity in professional life.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c008d3bf4c8190bcf798c5ba9d6fb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06a10305081909521ee200cf70a30 |
completed | March 22, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64be78ae48190b38390ed245694fb |
completed | March 27, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69c64cd369048190bc0702592083a909 |
completed | March 27, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c64d911a1881908b280636365a4858 |
completed | March 27, 2026, 9:27 a.m. |
Created at: March 22, 2026, 4:49 p.m.