Triple
T8825335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Post-Keynesian economics |
E210000
|
entity |
| Predicate | associatedWithConcept |
P531
|
FINISHED |
| Object |
Cambridge capital controversies
The Cambridge capital controversies were a mid-20th-century debate between economists in Cambridge, England and Cambridge, Massachusetts over the measurement and role of capital in production and distribution, which challenged key assumptions of neoclassical economics.
|
E760764
|
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: Cambridge capital controversies | Statement: [Post-Keynesian economics, associatedWithConcept, Cambridge capital controversies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge capital controversies Context triple: [Post-Keynesian economics, associatedWithConcept, Cambridge capital controversies]
-
A.
The Positive Theory of Capital
The Positive Theory of Capital is a foundational work in Austrian economics that systematically analyzes the nature of capital, interest, and time preference in the production process.
-
B.
The Pure Theory of Capital
The Pure Theory of Capital is a major economic treatise by Friedrich A. Hayek that systematically analyzes the structure, role, and intertemporal coordination of capital in the production process.
-
C.
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.
-
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.
The Nature of Capital and Income
The Nature of Capital and Income is a foundational economic treatise by Irving Fisher that rigorously analyzes the concepts of capital, income, and their interrelationship in value theory and interest.
- 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: Cambridge capital controversies Triple: [Post-Keynesian economics, associatedWithConcept, Cambridge capital controversies]
Generated description
The Cambridge capital controversies were a mid-20th-century debate between economists in Cambridge, England and Cambridge, Massachusetts over the measurement and role of capital in production and distribution, which challenged key assumptions of neoclassical economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge capital controversies Target entity description: The Cambridge capital controversies were a mid-20th-century debate between economists in Cambridge, England and Cambridge, Massachusetts over the measurement and role of capital in production and distribution, which challenged key assumptions of neoclassical economics.
-
A.
The Positive Theory of Capital
The Positive Theory of Capital is a foundational work in Austrian economics that systematically analyzes the nature of capital, interest, and time preference in the production process.
-
B.
The Pure Theory of Capital
The Pure Theory of Capital is a major economic treatise by Friedrich A. Hayek that systematically analyzes the structure, role, and intertemporal coordination of capital in the production process.
-
C.
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.
-
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.
The Nature of Capital and Income
The Nature of Capital and Income is a foundational economic treatise by Irving Fisher that rigorously analyzes the concepts of capital, income, and their interrelationship in value theory and interest.
- 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_69ca8365b28081909e48e45e95dfc405 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc60332d208190972a8b03fbd760ee |
completed | April 1, 2026, midnight |
| NED1 | Entity disambiguation (via context triple) | batch_69cf894902588190adb60140c64561f6 |
completed | April 3, 2026, 9:32 a.m. |
| NEDg | Description generation | batch_69cf8a8c87dc81909d5c0d769341b17c |
completed | April 3, 2026, 9:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8b79a0b48190a29491f5f8f81217 |
completed | April 3, 2026, 9:42 a.m. |
Created at: March 30, 2026, 6:46 p.m.