Triple

T21415255

Position	Surface form	Disambiguated ID	Type / Status
Subject	Philip Wicksteed	`E528284`	entity
Predicate	notableWork	`P4`	FINISHED
Object	The Alphabet of Economic Science The Alphabet of Economic Science is an introductory economic treatise by Philip Wicksteed that systematically explains fundamental economic concepts in clear, accessible terms.	`E1483607`	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 Alphabet of Economic Science | Statement: [Philip Wicksteed, notableWork, The Alphabet of Economic Science]

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

Target entity: The Alphabet of Economic Science
Context triple: [Philip Wicksteed, notableWork, The Alphabet of Economic Science]

A. 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.
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. The Theory of Business Enterprise
The Theory of Business Enterprise is an influential 1904 work of institutional economics in which Thorstein Veblen analyzes how profit-driven business practices can conflict with and distort the broader industrial and social interests of society.
D. 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.
E. 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.
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 Alphabet of Economic Science
Triple: [Philip Wicksteed, notableWork, The Alphabet of Economic Science]

Generated description

The Alphabet of Economic Science is an introductory economic treatise by Philip Wicksteed that systematically explains fundamental economic concepts in clear, accessible terms.

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

Target entity: The Alphabet of Economic Science
Target entity description: The Alphabet of Economic Science is an introductory economic treatise by Philip Wicksteed that systematically explains fundamental economic concepts in clear, accessible terms.

A. 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.
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. The Theory of Business Enterprise
The Theory of Business Enterprise is an influential 1904 work of institutional economics in which Thorstein Veblen analyzes how profit-driven business practices can conflict with and distort the broader industrial and social interests of society.
D. 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.
E. 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.
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_69e0c454c248819093425d1099101c09`	completed	April 16, 2026, 11:13 a.m.
NER	Named-entity recognition	`batch_69ee62d16bfc8190a1c08dd9d0c80e02`	completed	April 26, 2026, 7:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a09c29e95908190b294c9bf0790502e`	completed	May 17, 2026, 1:29 p.m.
NEDg	Description generation	`batch_6a09c37f44208190bfccdb4fdba2a00c`	completed	May 17, 2026, 1:32 p.m.
NED2	Entity disambiguation (via description)	`batch_6a09c442817c819097b8dfadf292e56d`	completed	May 17, 2026, 1:36 p.m.

Created at: April 16, 2026, 5:45 p.m.