Triple
T1453654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Anne-Robert-Jacques Turgot |
E31348
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Réflexions sur la formation et la distribution des richesses
Réflexions sur la formation et la distribution des richesses is an influential 18th-century economic treatise by Anne-Robert-Jacques Turgot that anticipates key ideas of classical political economy, including capital accumulation, interest, and the role of agriculture in wealth creation.
|
E166188
|
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: Réflexions sur la formation et la distribution des richesses | Statement: [Anne-Robert-Jacques Turgot, notableWork, Réflexions sur la formation et la distribution des richesses]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Réflexions sur la formation et la distribution des richesses Context triple: [Anne-Robert-Jacques Turgot, notableWork, Réflexions sur la formation et la distribution des richesses]
-
A.
Book IV: Of the Influence of the Progress of Society on Production and Distribution
Book IV: Of the Influence of the Progress of Society on Production and Distribution is a major section of John Stuart Mill’s "Principles of Political Economy" that analyzes how advancing social and economic development affects the ways wealth is produced and shared.
-
B.
The Accumulation of Capital
The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
-
C.
Elements of Political Economy
Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
-
D.
The System of Economic Contradictions, or The Philosophy of Poverty
The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
-
E.
The Wealth of Nations
The Wealth of Nations is Adam Smith’s foundational 1776 treatise on economics that laid the groundwork for classical free-market theory and modern economic thought.
- 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: Réflexions sur la formation et la distribution des richesses Triple: [Anne-Robert-Jacques Turgot, notableWork, Réflexions sur la formation et la distribution des richesses]
Generated description
Réflexions sur la formation et la distribution des richesses is an influential 18th-century economic treatise by Anne-Robert-Jacques Turgot that anticipates key ideas of classical political economy, including capital accumulation, interest, and the role of agriculture in wealth creation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Réflexions sur la formation et la distribution des richesses Target entity description: Réflexions sur la formation et la distribution des richesses is an influential 18th-century economic treatise by Anne-Robert-Jacques Turgot that anticipates key ideas of classical political economy, including capital accumulation, interest, and the role of agriculture in wealth creation.
-
A.
Book IV: Of the Influence of the Progress of Society on Production and Distribution
Book IV: Of the Influence of the Progress of Society on Production and Distribution is a major section of John Stuart Mill’s "Principles of Political Economy" that analyzes how advancing social and economic development affects the ways wealth is produced and shared.
-
B.
The Accumulation of Capital
The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
-
C.
Elements of Political Economy
Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
-
D.
The System of Economic Contradictions, or The Philosophy of Poverty
The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
-
E.
The Wealth of Nations
The Wealth of Nations is Adam Smith’s foundational 1776 treatise on economics that laid the groundwork for classical free-market theory and modern economic thought.
- 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_69a499171a28819085b993a3ac78e363 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c57e82d48190a30a4512f39f5de0 |
completed | March 1, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad08c7db088190877addd5edd6c087 |
completed | March 8, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69ad09ae79588190a64a0897352bfc28 |
completed | March 8, 2026, 5:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0ac635008190bb82bbb2c27adda5 |
completed | March 8, 2026, 5:36 a.m. |
Created at: March 1, 2026, 8 p.m.