Triple

T3011563

Position	Surface form	Disambiguated ID	Type / Status
Subject	Henry Sidgwick	`E82232`	entity
Predicate	notableWork	`P4`	FINISHED
Object	The Scope and Method of Economic Science The Scope and Method of Economic Science is a foundational work in economic methodology that examines the proper aims, limits, and scientific status of economics as a discipline.	`E317622`	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: The Scope and Method of Economic Science | Statement: [Henry Sidgwick, notableWork, The Scope and Method of Economic Science]

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

Target entity: The Scope and Method of Economic Science
Context triple: [Henry Sidgwick, notableWork, The Scope and Method of Economic Science]

A. 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.
B. The Economic Point of View
The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
C. Human Action: A Treatise on Economics
"Human Action: A Treatise on Economics" is Ludwig von Mises’s seminal work of Austrian School economics, presenting a comprehensive, praxeological analysis of human behavior and market processes.
D. 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.
E. A Contribution to the Theory of the Trade Cycle
A Contribution to the Theory of the Trade Cycle is an influential economic work by John R. Hicks that develops a formal model to explain the causes and dynamics of business cycles.
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: The Scope and Method of Economic Science
Triple: [Henry Sidgwick, notableWork, The Scope and Method of Economic Science]

Generated description

The Scope and Method of Economic Science is a foundational work in economic methodology that examines the proper aims, limits, and scientific status of economics as a discipline.

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

Target entity: The Scope and Method of Economic Science
Target entity description: The Scope and Method of Economic Science is a foundational work in economic methodology that examines the proper aims, limits, and scientific status of economics as a discipline.

A. 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.
B. The Economic Point of View
The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
C. Human Action: A Treatise on Economics
"Human Action: A Treatise on Economics" is Ludwig von Mises’s seminal work of Austrian School economics, presenting a comprehensive, praxeological analysis of human behavior and market processes.
D. 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.
E. A Contribution to the Theory of the Trade Cycle
A Contribution to the Theory of the Trade Cycle is an influential economic work by John R. Hicks that develops a formal model to explain the causes and dynamics of business cycles.
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_69ad8b1eb53481908c39bbcd1ec104b2`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad9a4e2c8c8190a8fed3604780826b`	completed	March 8, 2026, 3:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b12e6410e481909753bef34e053363`	completed	March 11, 2026, 8:57 a.m.
NEDg	Description generation	`batch_69b12f324fdc8190a279a773ef32ed01`	completed	March 11, 2026, 9 a.m.
NED2	Entity disambiguation (via description)	`batch_69b1c641f3308190912252e5d5e4f843`	completed	March 11, 2026, 7:45 p.m.

Created at: March 8, 2026, 3 p.m.