Triple

T290739
Position Surface form Disambiguated ID Type / Status
Subject Econometric Society E5985 entity
Predicate founder P104 FINISHED
Object Irving Fisher
Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
E38518 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: Irving Fisher | Statement: [Econometric Society, founder, Irving Fisher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Irving Fisher
Context triple: [Econometric Society, founder, Irving Fisher]
  • A. Alfred Marshall
    Alfred Marshall was a pioneering British economist whose work helped found neoclassical economics and shaped generations of economic thought, including that of John Maynard Keynes.
  • B. John Maynard Keynes
    John Maynard Keynes was a British economist whose revolutionary ideas about government intervention in the economy profoundly shaped modern macroeconomics and policies adopted during and after the Great Depression.
  • C. John Ramsay McCulloch
    John Ramsay McCulloch was a 19th-century Scottish economist and early advocate of classical political economy, known for popularizing and systematizing the ideas of David Ricardo and Adam Smith.
  • D. Joseph Schumpeter
    Joseph Schumpeter was an influential Austrian-American economist best known for his theories of innovation, entrepreneurship, and “creative destruction” in capitalist economies.
  • E. Harry Dexter White
    Harry Dexter White was a prominent American economist and senior U.S. Treasury official who played a leading role in designing the post–World War II international monetary order, including the institutions that became the IMF and World Bank.
  • 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: Irving Fisher
Triple: [Econometric Society, founder, Irving Fisher]
Generated description
Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Irving Fisher
Target entity description: Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
  • A. Alfred Marshall
    Alfred Marshall was a pioneering British economist whose work helped found neoclassical economics and shaped generations of economic thought, including that of John Maynard Keynes.
  • B. John Maynard Keynes
    John Maynard Keynes was a British economist whose revolutionary ideas about government intervention in the economy profoundly shaped modern macroeconomics and policies adopted during and after the Great Depression.
  • C. John Ramsay McCulloch
    John Ramsay McCulloch was a 19th-century Scottish economist and early advocate of classical political economy, known for popularizing and systematizing the ideas of David Ricardo and Adam Smith.
  • D. Joseph Schumpeter
    Joseph Schumpeter was an influential Austrian-American economist best known for his theories of innovation, entrepreneurship, and “creative destruction” in capitalist economies.
  • E. Harry Dexter White
    Harry Dexter White was a prominent American economist and senior U.S. Treasury official who played a leading role in designing the post–World War II international monetary order, including the institutions that became the IMF and World Bank.
  • 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_69a25946a7ac8190a78871c210213272 completed Feb. 28, 2026, 2:56 a.m.
NER Named-entity recognition batch_69a25e4f78bc81909a64fd6aaec3b504 completed Feb. 28, 2026, 3:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3a885fd4c8190a2293f73ba9c8a46 completed March 1, 2026, 2:46 a.m.
NEDg Description generation batch_69a3a963adbc8190b6729f425f75c713 completed March 1, 2026, 2:50 a.m.
NED2 Entity disambiguation (via description) batch_69a3a9d03f808190be3802f6f5249eea completed March 1, 2026, 2:52 a.m.
Created at: Feb. 28, 2026, 3:02 a.m.