Triple
T1423013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | classical economics |
E30266
|
entity |
| Predicate | associatedWithConcept |
P531
|
FINISHED |
| Object |
wage-fund doctrine
The wage-fund doctrine is a classical economic theory that posits workers’ wages are paid from a fixed, predetermined pool of capital, limiting total employment and wage levels.
|
E163116
|
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: wage-fund doctrine | Statement: [classical economics, associatedWithConcept, wage-fund doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: wage-fund doctrine Context triple: [classical economics, associatedWithConcept, wage-fund doctrine]
-
A.
Ricardian rent
Ricardian rent is an economic concept describing the extra income earned from land or other fixed resources due to their superior productivity compared to the least productive (marginal) resources in use.
-
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.
The Economics of Welfare
The Economics of Welfare is a foundational 1920 economics treatise by Arthur Cecil Pigou that systematically develops welfare economics and the concept of externalities to analyze the role of government in correcting market failures.
-
D.
A Treatise on Money
A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
-
E.
On the Principles of Political Economy and Taxation
On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
- 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: wage-fund doctrine Triple: [classical economics, associatedWithConcept, wage-fund doctrine]
Generated description
The wage-fund doctrine is a classical economic theory that posits workers’ wages are paid from a fixed, predetermined pool of capital, limiting total employment and wage levels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: wage-fund doctrine Target entity description: The wage-fund doctrine is a classical economic theory that posits workers’ wages are paid from a fixed, predetermined pool of capital, limiting total employment and wage levels.
-
A.
Ricardian rent
Ricardian rent is an economic concept describing the extra income earned from land or other fixed resources due to their superior productivity compared to the least productive (marginal) resources in use.
-
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.
The Economics of Welfare
The Economics of Welfare is a foundational 1920 economics treatise by Arthur Cecil Pigou that systematically develops welfare economics and the concept of externalities to analyze the role of government in correcting market failures.
-
D.
A Treatise on Money
A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
-
E.
On the Principles of Political Economy and Taxation
On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
- 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_69a498fb823c8190a67ce4c4837e641a |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4ba798881909c2259987248b030 |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad0161e23c819099a1c72627f13dd0 |
completed | March 8, 2026, 4:56 a.m. |
| NEDg | Description generation | batch_69ad01c53e808190824b9702c309f0a2 |
completed | March 8, 2026, 4:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0241546881908f1044616255f146 |
completed | March 8, 2026, 4:59 a.m. |
Created at: March 1, 2026, 8 p.m.