Triple
T6363774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Léon Walras |
E143174
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Études d’économie politique appliquée
Études d’économie politique appliquée is a collection of applied economic studies by Léon Walras that extends his general equilibrium theory to practical policy and real-world economic issues.
|
E588139
|
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 politique appliquée | Statement: [Léon Walras, notableWork, Études d’économie politique appliquée]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Études d’économie politique appliquée Context triple: [Léon Walras, notableWork, Études d’économie politique appliquée]
-
A.
American Economic Journal: Applied Economics
American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
-
B.
The Political Element in the Development of Economic Theory
The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
-
C.
Journal of Political Economy
The Journal of Political Economy is a leading peer-reviewed academic journal in economics, renowned for publishing foundational and influential research in economic theory and applied economics.
-
D.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
-
E.
Political Economy (section)
Political Economy is a major section of Friedrich Engels’ work "Anti-Dühring" in which he systematically critiques Eugen Dühring’s economic theories from a Marxist perspective.
- 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 politique appliquée Triple: [Léon Walras, notableWork, Études d’économie politique appliquée]
Generated description
Études d’économie politique appliquée is a collection of applied economic studies by Léon Walras that extends his general equilibrium theory to practical policy and real-world economic issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Études d’économie politique appliquée Target entity description: Études d’économie politique appliquée is a collection of applied economic studies by Léon Walras that extends his general equilibrium theory to practical policy and real-world economic issues.
-
A.
American Economic Journal: Applied Economics
American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
-
B.
The Political Element in the Development of Economic Theory
The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
-
C.
Journal of Political Economy
The Journal of Political Economy is a leading peer-reviewed academic journal in economics, renowned for publishing foundational and influential research in economic theory and applied economics.
-
D.
On the Theory of Economic Policy
On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
-
E.
Political Economy (section)
Political Economy is a major section of Friedrich Engels’ work "Anti-Dühring" in which he systematically critiques Eugen Dühring’s economic theories from a Marxist perspective.
- 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.