Triple

T2977362
Position Surface form Disambiguated ID Type / Status
Subject Sheryl Sandberg E80429 entity
Predicate coAuthor P398 FINISHED
Object 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.
E316522 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: Adam Grant | Statement: [Sheryl Sandberg, coAuthor, Adam Grant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adam Grant
Context triple: [Sheryl Sandberg, coAuthor, Adam Grant]
  • A. Luke Nosek
    Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
  • B. Ed Diener
    Ed Diener was a pioneering psychologist renowned for his research on subjective well-being and happiness, earning him the nickname "Dr. Happiness" and making him a central figure in the field of positive psychology.
  • C. Angela Duckworth
    Angela Duckworth is an American psychologist and author best known for her research on grit and self-control and for popularizing the idea that perseverance and passion are key drivers of success.
  • D. Sonja Lyubomirsky
    Sonja Lyubomirsky is a psychologist and researcher best known for her pioneering work on happiness and well-being within the field of positive psychology.
  • E. 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."
  • 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: Adam Grant
Triple: [Sheryl Sandberg, coAuthor, Adam Grant]
Generated description
Adam Grant is an organizational psychologist, bestselling author, and Wharton professor known for his research on work, motivation, and generosity in professional life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adam Grant
Target entity description: Adam Grant is an organizational psychologist, bestselling author, and Wharton professor known for his research on work, motivation, and generosity in professional life.
  • A. Luke Nosek
    Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
  • B. Ed Diener
    Ed Diener was a pioneering psychologist renowned for his research on subjective well-being and happiness, earning him the nickname "Dr. Happiness" and making him a central figure in the field of positive psychology.
  • C. Angela Duckworth
    Angela Duckworth is an American psychologist and author best known for her research on grit and self-control and for popularizing the idea that perseverance and passion are key drivers of success.
  • D. Sonja Lyubomirsky
    Sonja Lyubomirsky is a psychologist and researcher best known for her pioneering work on happiness and well-being within the field of positive psychology.
  • E. 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."
  • 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad998c589c8190b4530f3fb8975187 completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108ecef788190ad40dba81f1036c6 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b1095e85e48190abda38be8ad45599 completed March 11, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69b10d2d99ac8190909dd37ccffa4820 completed March 11, 2026, 6:35 a.m.
Created at: March 8, 2026, 2:58 p.m.