Triple

T644109
Position Surface form Disambiguated ID Type / Status
Subject Georges Sorel E11203 entity
Predicate influenced P9 FINISHED
Object Vilfredo Pareto
Vilfredo Pareto was an Italian economist and sociologist best known for his work on income distribution, the 80/20 principle (Pareto principle), and elite theory in social and political analysis.
 E80927 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: Vilfredo Pareto | Statement: [Georges Sorel, influenced, Vilfredo Pareto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vilfredo Pareto
Context triple: [Georges Sorel, influenced, Vilfredo Pareto]
  • A. 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.
  • B. Karl Menger
    Karl Menger was an Austrian mathematician and philosopher known for his work in dimension theory, geometry, and the foundations of probability and economics.
  • C. Joseph Schumpeter
    Joseph Schumpeter was an influential Austrian-American economist best known for his theories of innovation, entrepreneurship, and “creative destruction” in capitalist economies.
  • 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. Karl Polanyi
    Karl Polanyi was a Hungarian economic historian and social theorist best known for his influential work "The Great Transformation," which critiqued market liberalism and analyzed the social and political origins of modern capitalist economies.
  • 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: Vilfredo Pareto
Triple: [Georges Sorel, influenced, Vilfredo Pareto]
Generated description
Vilfredo Pareto was an Italian economist and sociologist best known for his work on income distribution, the 80/20 principle (Pareto principle), and elite theory in social and political analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vilfredo Pareto
Target entity description: Vilfredo Pareto was an Italian economist and sociologist best known for his work on income distribution, the 80/20 principle (Pareto principle), and elite theory in social and political analysis.
  • A. 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.
  • B. Karl Menger
    Karl Menger was an Austrian mathematician and philosopher known for his work in dimension theory, geometry, and the foundations of probability and economics.
  • C. Joseph Schumpeter
    Joseph Schumpeter was an influential Austrian-American economist best known for his theories of innovation, entrepreneurship, and “creative destruction” in capitalist economies.
  • 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. Karl Polanyi
    Karl Polanyi was a Hungarian economic historian and social theorist best known for his influential work "The Great Transformation," which critiqued market liberalism and analyzed the social and political origins of modern capitalist economies.
  • 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_69a493266a2881909daf4c40f719dee8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f18216081908331aa12dac40214 completed March 1, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a57b5825a08190a528cc2034f2892f completed March 2, 2026, 11:58 a.m.
NEDg Description generation batch_69a57dbe4aa88190ad6d185f8151f85b completed March 2, 2026, 12:08 p.m.
NED2 Entity disambiguation (via description) batch_69a57e3b4d448190bd7f4a6249b7e3a1 completed March 2, 2026, 12:10 p.m.
Created at: March 1, 2026, 7:36 p.m.