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.