Triple

T1908945

Position	Surface form	Disambiguated ID	Type / Status
Subject	Nassau William Senior	`E38063`	entity
Predicate	notableWork	`P4`	FINISHED
Object	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.	`E220351`	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: An Outline of the Science of Political Economy | Statement: [Nassau William Senior, notableWork, An Outline of the Science of Political Economy]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: An Outline of the Science of Political Economy
Context triple: [Nassau William Senior, notableWork, An Outline of the Science 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. 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.
C. 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.
D. 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.
E. Principles of Political Economy
Principles of Political Economy is John Stuart Mill’s influential 1848 treatise that systematically analyzes classical economics while integrating social and ethical considerations into economic theory.
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: An Outline of the Science of Political Economy
Triple: [Nassau William Senior, notableWork, An Outline of the Science of Political Economy]

Generated description

An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: An Outline of the Science of Political Economy
Target entity description: An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.

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. 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.
C. 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.
D. Principles of Political Economy
Principles of Political Economy is John Stuart Mill’s influential 1848 treatise that systematically analyzes classical economics while integrating social and ethical considerations into economic theory.
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

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_69a8862a26088190aae5243695aeefc0`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69abb1b55edc8190bce8ac97196939a9`	completed	March 7, 2026, 5:03 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adfbac4e18819081f6cfdf1cd7a03c`	completed	March 8, 2026, 10:43 p.m.
NEDg	Description generation	`batch_69adffaa380c8190a66f62b0a6338e5e`	completed	March 8, 2026, 11 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae001f968881908f810b0663dc2a29`	completed	March 8, 2026, 11:02 p.m.

Created at: March 4, 2026, 7:35 p.m.