Triple

T2000435
Position Surface form Disambiguated ID Type / Status
Subject John Bates Clark Medal E43456 entity
Predicate notableRecipient P108 FINISHED
Object Raj Chetty
Raj Chetty is an influential American economist known for his empirical research on inequality, social mobility, and public policy using large-scale data.
E223827 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: Raj Chetty | Statement: [John Bates Clark Medal, notableRecipient, Raj Chetty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raj Chetty
Context triple: [John Bates Clark Medal, notableRecipient, Raj Chetty]
  • A. 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.
  • B. Amy Finkelstein
    Amy Finkelstein is an American economist known for her influential research on health insurance, public finance, and the impact of government policy on healthcare markets.
  • C. John Tomasi
    John Tomasi is an American political philosopher known for his work on the intersection of classical liberalism and theories of justice, particularly in his book "Free Market Fairness."
  • D. Gary King
    Gary King is a prominent American political scientist and quantitative methodologist at Harvard University, known for his influential work in statistical methods for social science research.
  • E. 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.
  • 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: Raj Chetty
Triple: [John Bates Clark Medal, notableRecipient, Raj Chetty]
Generated description
Raj Chetty is an influential American economist known for his empirical research on inequality, social mobility, and public policy using large-scale data.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raj Chetty
Target entity description: Raj Chetty is an influential American economist known for his empirical research on inequality, social mobility, and public policy using large-scale data.
  • A. 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.
  • B. Amy Finkelstein
    Amy Finkelstein is an American economist known for her influential research on health insurance, public finance, and the impact of government policy on healthcare markets.
  • C. John Tomasi
    John Tomasi is an American political philosopher known for his work on the intersection of classical liberalism and theories of justice, particularly in his book "Free Market Fairness."
  • D. Gary King
    Gary King is a prominent American political scientist and quantitative methodologist at Harvard University, known for his influential work in statistical methods for social science research.
  • E. 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.
  • 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_69a88715dbbc8190b2299e29e955d997 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb87f78f0819098e787a5f3e062fd completed March 7, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae034122ec819096a72685b34c84b9 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae03b5e294819093b20fdc95f653db completed March 8, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69ae0475dd448190939620c5400eea16 completed March 8, 2026, 11:21 p.m.
Created at: March 4, 2026, 7:37 p.m.