Triple

T6363773
Position Surface form Disambiguated ID Type / Status
Subject Léon Walras E143174 entity
Predicate notableWork P4 FINISHED
Object Études d’économie sociale
Études d’économie sociale is a work by economist Léon Walras in which he applies his theoretical insights on general equilibrium to issues of social reform and economic justice.
E588138 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: Études d’économie sociale | Statement: [Léon Walras, notableWork, Études d’économie sociale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Études d’économie sociale
Context triple: [Léon Walras, notableWork, Études d’économie sociale]
  • A. Faculty of Economics and Sociology
    The Faculty of Economics and Sociology is an academic unit of the University of Łódź specializing in education and research in economics, sociology, and related social sciences.
  • B. Centro de Estudios Económico-Sociales
    Centro de Estudios Económico-Sociales is a research center affiliated with Universidad Francisco Marroquín that focuses on the study and promotion of economic and social thought, particularly in the classical liberal tradition.
  • C. Lezioni di politica sociale
    Lezioni di politica sociale is a seminal work by Italian economist and statesman Luigi Einaudi that explores the principles and implications of social policy within a liberal economic framework.
  • D. Faculty of Economics and Social Studies
    The Faculty of Economics and Social Studies is an academic division of the University of Khartoum specializing in teaching and research in economics, social sciences, and related fields.
  • E. Theorie der gesellschaftlichen Wirtschaft
    "Theorie der gesellschaftlichen Wirtschaft" is a foundational work in Austrian economics by Friedrich von Wieser that develops a systematic theory of social economics, including value, cost, and the organization of economic activity in society.
  • 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: Études d’économie sociale
Triple: [Léon Walras, notableWork, Études d’économie sociale]
Generated description
Études d’économie sociale is a work by economist Léon Walras in which he applies his theoretical insights on general equilibrium to issues of social reform and economic justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Études d’économie sociale
Target entity description: Études d’économie sociale is a work by economist Léon Walras in which he applies his theoretical insights on general equilibrium to issues of social reform and economic justice.
  • A. Faculty of Economics and Sociology
    The Faculty of Economics and Sociology is an academic unit of the University of Łódź specializing in education and research in economics, sociology, and related social sciences.
  • B. Centro de Estudios Económico-Sociales
    Centro de Estudios Económico-Sociales is a research center affiliated with Universidad Francisco Marroquín that focuses on the study and promotion of economic and social thought, particularly in the classical liberal tradition.
  • C. Lezioni di politica sociale
    Lezioni di politica sociale is a seminal work by Italian economist and statesman Luigi Einaudi that explores the principles and implications of social policy within a liberal economic framework.
  • D. Faculty of Economics and Social Studies
    The Faculty of Economics and Social Studies is an academic division of the University of Khartoum specializing in teaching and research in economics, social sciences, and related fields.
  • E. Theorie der gesellschaftlichen Wirtschaft
    "Theorie der gesellschaftlichen Wirtschaft" is a foundational work in Austrian economics by Friedrich von Wieser that develops a systematic theory of social economics, including value, cost, and the organization of economic activity in society.
  • 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_69c008d7a9c4819098d647ec47776917 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0680d51a4819098a6bcd3dfd73be4 completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d73a6ac8190a02602c3506e4226 completed March 27, 2026, 7:10 a.m.
NEDg Description generation batch_69c62f2abb7481909a8d6b6a3b07db37 completed March 27, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69c62fcd18a0819089fa5f5912f432aa completed March 27, 2026, 7:20 a.m.
Created at: March 22, 2026, 4:32 p.m.