Triple

T4165457
Position Surface form Disambiguated ID Type / Status
Subject Prices and Production E84434 entity
Predicate influencedBy P9 FINISHED
Object Knut Wicksell
Knut Wicksell was a Swedish economist whose work on interest rates, price levels, and monetary theory profoundly shaped modern macroeconomics and influenced later thinkers like Hayek and Keynes.
E418202 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: Knut Wicksell | Statement: [Prices and Production, influencedBy, Knut Wicksell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Knut Wicksell
Context triple: [Prices and Production, influencedBy, Knut Wicksell]
  • A. August Heckscher
    August Heckscher was an American philanthropist and arts patron known for his significant contributions to cultural institutions, including the founding support for the Heckscher Museum of Art.
  • B. Gustav Heckscher
    Gustav Heckscher was a prominent member of the influential Heckscher family, known for his role in business and public life in the late 19th and early 20th centuries.
  • C. Ragnar Frisch
    Ragnar Frisch was a Norwegian economist and co-recipient of the first Nobel Memorial Prize in Economic Sciences, recognized as a founder of econometrics and modern macroeconomic analysis.
  • D. Nicholas Kaldor
    Nicholas Kaldor was a prominent 20th-century Hungarian-British economist known for his influential contributions to growth theory, distribution, and economic policy, particularly within the post-Keynesian tradition.
  • E. Eugen von Böhm-Bawerk
    Eugen von Böhm-Bawerk was an Austrian economist renowned for his influential work on capital and interest theory and as a leading figure of the Austrian School of economics.
  • 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: Knut Wicksell
Triple: [Prices and Production, influencedBy, Knut Wicksell]
Generated description
Knut Wicksell was a Swedish economist whose work on interest rates, price levels, and monetary theory profoundly shaped modern macroeconomics and influenced later thinkers like Hayek and Keynes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Knut Wicksell
Target entity description: Knut Wicksell was a Swedish economist whose work on interest rates, price levels, and monetary theory profoundly shaped modern macroeconomics and influenced later thinkers like Hayek and Keynes.
  • A. August Heckscher
    August Heckscher was an American philanthropist and arts patron known for his significant contributions to cultural institutions, including the founding support for the Heckscher Museum of Art.
  • B. Gustav Heckscher
    Gustav Heckscher was a prominent member of the influential Heckscher family, known for his role in business and public life in the late 19th and early 20th centuries.
  • C. Ragnar Frisch
    Ragnar Frisch was a Norwegian economist and co-recipient of the first Nobel Memorial Prize in Economic Sciences, recognized as a founder of econometrics and modern macroeconomic analysis.
  • D. Nicholas Kaldor
    Nicholas Kaldor was a prominent 20th-century Hungarian-British economist known for his influential contributions to growth theory, distribution, and economic policy, particularly within the post-Keynesian tradition.
  • E. Eugen von Böhm-Bawerk
    Eugen von Böhm-Bawerk was an Austrian economist renowned for his influential work on capital and interest theory and as a leading figure of the Austrian School of economics.
  • 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02ab00d48190acf3b041fca56be3 completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f478c948190a997e006015e588d completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b57fcd3d60819086ab5ad7b69242a2 completed March 14, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5803ec2088190ac9d4b3d34278e17 completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:44 p.m.