Triple

T1510355
Position Surface form Disambiguated ID Type / Status
Subject Uppsala University E30374 entity
Predicate hasNotableAlumnus P51 FINISHED
Object Esther Duflo (honorary doctorate, not student)
Esther Duflo is a French economist and Nobel laureate renowned for her pioneering work in development economics and the use of randomized controlled trials to study and alleviate global poverty.
E173278 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: Esther Duflo (honorary doctorate, not student) | Statement: [Uppsala University, hasNotableAlumnus, Esther Duflo (honorary doctorate, not student)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Esther Duflo (honorary doctorate, not student)
Context triple: [Uppsala University, hasNotableAlumnus, Esther Duflo (honorary doctorate, not student)]
  • A. Abdul Latif Jameel Poverty Action Lab
    Abdul Latif Jameel Poverty Action Lab (J-PAL) is a global research center that conducts randomized evaluations to inform and promote evidence-based policies aimed at reducing poverty.
  • B. James Heckman
    James Heckman is a Nobel Prize–winning American economist renowned for his work on econometrics and the economics of human development, particularly the importance of early childhood education and skill formation.
  • C. Economist Educational Foundation
    The Economist Educational Foundation is a charitable organization that develops resources and programs to help young people engage critically with current affairs and global issues.
  • D. William O. Wooldridge
    William O. Wooldridge was a United States Army noncommissioned officer who became the first Sergeant Major of the Army, serving as the senior enlisted advisor to the Army’s leadership.
  • E. Gary Becker
    Gary Becker was an influential American economist and Nobel laureate known for applying economic analysis to a wide range of human behaviors, including crime, discrimination, and family decisions.
  • 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: Esther Duflo (honorary doctorate, not student)
Triple: [Uppsala University, hasNotableAlumnus, Esther Duflo (honorary doctorate, not student)]
Generated description
Esther Duflo is a French economist and Nobel laureate renowned for her pioneering work in development economics and the use of randomized controlled trials to study and alleviate global poverty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Esther Duflo (honorary doctorate, not student)
Target entity description: Esther Duflo is a French economist and Nobel laureate renowned for her pioneering work in development economics and the use of randomized controlled trials to study and alleviate global poverty.
  • A. Abdul Latif Jameel Poverty Action Lab
    Abdul Latif Jameel Poverty Action Lab (J-PAL) is a global research center that conducts randomized evaluations to inform and promote evidence-based policies aimed at reducing poverty.
  • B. James Heckman
    James Heckman is a Nobel Prize–winning American economist renowned for his work on econometrics and the economics of human development, particularly the importance of early childhood education and skill formation.
  • C. Economist Educational Foundation
    The Economist Educational Foundation is a charitable organization that develops resources and programs to help young people engage critically with current affairs and global issues.
  • D. William O. Wooldridge
    William O. Wooldridge was a United States Army noncommissioned officer who became the first Sergeant Major of the Army, serving as the senior enlisted advisor to the Army’s leadership.
  • E. Gary Becker
    Gary Becker was an influential American economist and Nobel laureate known for applying economic analysis to a wide range of human behaviors, including crime, discrimination, and family decisions.
  • 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_69a885e8caf88190a5fbb6159ce87786 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a907d4edd48190a03c85e1a0cc02b1 completed March 5, 2026, 4:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad233c254c8190b52b34526c9cb3cb completed March 8, 2026, 7:20 a.m.
NEDg Description generation batch_69ad242d20448190a27ff7414d9cff21 completed March 8, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69ad24e6e9688190a20c67c181936e98 completed March 8, 2026, 7:27 a.m.
Created at: March 4, 2026, 7:26 p.m.