Triple

T15791579
Position Surface form Disambiguated ID Type / Status
Subject Italian school of economics E382872 entity
Predicate hasKeyWork P6200 FINISHED
Object Manuale di economia politica
Manuale di economia politica is a foundational economics textbook by Italian economist Vilfredo Pareto that helped shape the Italian school of economics and introduced key concepts such as Pareto efficiency.
E382869 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: Manuale di economia politica | Statement: [Italian school of economics, hasKeyWork, Manuale di economia politica]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manuale di economia politica
Context triple: [Italian school of economics, hasKeyWork, Manuale di economia politica]
  • A. Manual of Political Economy
    Manual of Political Economy is a foundational work in economics by Vilfredo Pareto that systematically develops his theories of general equilibrium, welfare, and income distribution.
  • B. Manual of Political Economy
    Manual of Political Economy is a 19th-century economics textbook by Henry Fawcett that systematically presents and explains the principles of classical political economy.
  • C. Die politische Ökonomie
    Die politische Ökonomie is the original German title of a section from Karl Marx’s seminal work "Das Kapital," in which he systematically analyzes the capitalist mode of production and its economic laws.
  • D. Grundsätze der Volkswirtschaftslehre
    Grundsätze der Volkswirtschaftslehre is Carl Menger’s foundational 1871 treatise that launched the Austrian School of economics and introduced the theory of marginal utility.
  • E. Traité d'économie politique
    Traité d'économie politique is an influential early 19th-century economics treatise by Jean-Baptiste Say that systematically presents classical liberal economic theory, including the formulation of Say’s Law.
  • 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: Manuale di economia politica
Triple: [Italian school of economics, hasKeyWork, Manuale di economia politica]
Generated description
Manuale di economia politica is a foundational economics textbook by Italian economist Vilfredo Pareto that helped shape the Italian school of economics and introduced key concepts such as Pareto efficiency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manuale di economia politica
Target entity description: Manuale di economia politica is a foundational economics textbook by Italian economist Vilfredo Pareto that helped shape the Italian school of economics and introduced key concepts such as Pareto efficiency.
  • A. Manual of Political Economy chosen
    Manual of Political Economy is a foundational work in economics by Vilfredo Pareto that systematically develops his theories of general equilibrium, welfare, and income distribution.
  • B. Manual of Political Economy
    Manual of Political Economy is a 19th-century economics textbook by Henry Fawcett that systematically presents and explains the principles of classical political economy.
  • C. Die politische Ökonomie
    Die politische Ökonomie is the original German title of a section from Karl Marx’s seminal work "Das Kapital," in which he systematically analyzes the capitalist mode of production and its economic laws.
  • D. Grundsätze der Volkswirtschaftslehre
    Grundsätze der Volkswirtschaftslehre is Carl Menger’s foundational 1871 treatise that launched the Austrian School of economics and introduced the theory of marginal utility.
  • E. Traité d'économie politique
    Traité d'économie politique is an influential early 19th-century economics treatise by Jean-Baptiste Say that systematically presents classical liberal economic theory, including the formulation of Say’s Law.
  • F. None of above.

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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4d9623081908496cdfdf86a078a completed April 16, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa937f2a881908849fcded786905f completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa8b03048190a3745df8a59fe066 completed May 9, 2026, 9:43 p.m.
NED2 Entity disambiguation (via description) batch_69ffab58e7e481908a13b739e0401b8b completed May 9, 2026, 9:47 p.m.
Created at: April 10, 2026, 4:48 a.m.