Triple
T3707480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vilfredo Pareto |
E80927
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Manual of Political Economy
Manual of Political Economy is a foundational work in economics by Vilfredo Pareto that systematically develops his theories of general equilibrium, welfare, and income distribution.
|
E382869
|
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: Manual of Political Economy | Statement: [Vilfredo Pareto, knownFor, Manual of Political Economy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manual of Political Economy Context triple: [Vilfredo Pareto, knownFor, Manual of Political Economy]
-
A.
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.
-
B.
An Outline of the Science of Political Economy
An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.
-
C.
The Literature of Political Economy
The Literature of Political Economy is a 19th-century bibliographical and critical survey of economic writings compiled by Scottish economist John Ramsay McCulloch.
-
D.
The Principles of Political Economy
The Principles of Political Economy is a major 19th-century treatise by philosopher and economist Henry Sidgwick that systematically analyzes economic theory and policy within a utilitarian ethical framework.
-
E.
Principles of Political Economy
"Principles of Political Economy" is an economics treatise by American astronomer and economist Simon Newcomb that analyzes the foundations and functioning of market economies in the late 19th century.
- 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: Manual of Political Economy Triple: [Vilfredo Pareto, knownFor, Manual of Political Economy]
Generated description
Manual of Political Economy is a foundational work in economics by Vilfredo Pareto that systematically develops his theories of general equilibrium, welfare, and income distribution.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manual of Political Economy Target entity description: Manual of Political Economy is a foundational work in economics by Vilfredo Pareto that systematically develops his theories of general equilibrium, welfare, and income distribution.
-
A.
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.
-
B.
An Outline of the Science of Political Economy
An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.
-
C.
The Literature of Political Economy
The Literature of Political Economy is a 19th-century bibliographical and critical survey of economic writings compiled by Scottish economist John Ramsay McCulloch.
-
D.
The Principles of Political Economy
The Principles of Political Economy is a major 19th-century treatise by philosopher and economist Henry Sidgwick that systematically analyzes economic theory and policy within a utilitarian ethical framework.
-
E.
Principles of Political Economy
Principles of Political Economy is an 1820 treatise by Thomas Malthus that critiques classical economic theory, especially Say’s Law, and emphasizes the possibility of general gluts and the importance of effective demand.
- 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_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc57edd748190a006e15fa0248679 |
completed | March 8, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce0216bc8190b44d2950b7cb24c3 |
completed | March 14, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69b4d1c2a384819090520b42574d6db5 |
completed | March 14, 2026, 3:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d272436081909ace50a69524c672 |
completed | March 14, 2026, 3:13 a.m. |
Created at: March 8, 2026, 3:33 p.m.