Triple

T6746951
Position Surface form Disambiguated ID Type / Status
Subject Millicent Fawcett E154240 entity
Predicate notableWork P4 FINISHED
Object Political Economy for Beginners
Political Economy for Beginners is an introductory economics textbook by British suffragist and economist Millicent Fawcett, aimed at explaining basic economic principles in clear, accessible language.
E615743 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: Political Economy for Beginners | Statement: [Millicent Fawcett, notableWork, Political Economy for Beginners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Political Economy for Beginners
Context triple: [Millicent Fawcett, notableWork, Political Economy for Beginners]
  • A. Economics: The User’s Guide
    Economics: The User’s Guide is an accessible introductory book by economist Ha-Joon Chang that explains key economic ideas, debates, and real-world applications for general readers.
  • B. Political Economy (section)
    Political Economy is a major section of Friedrich Engels’ work "Anti-Dühring" in which he systematically critiques Eugen Dühring’s economic theories from a Marxist perspective.
  • 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. 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.
  • E. Outlines of Economics
    Outlines of Economics is a foundational economics textbook by American economist Richard T. Ely that systematically presents the principles and structure of 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: Political Economy for Beginners
Triple: [Millicent Fawcett, notableWork, Political Economy for Beginners]
Generated description
Political Economy for Beginners is an introductory economics textbook by British suffragist and economist Millicent Fawcett, aimed at explaining basic economic principles in clear, accessible language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Political Economy for Beginners
Target entity description: Political Economy for Beginners is an introductory economics textbook by British suffragist and economist Millicent Fawcett, aimed at explaining basic economic principles in clear, accessible language.
  • A. Economics: The User’s Guide
    Economics: The User’s Guide is an accessible introductory book by economist Ha-Joon Chang that explains key economic ideas, debates, and real-world applications for general readers.
  • B. Political Economy (section)
    Political Economy is a major section of Friedrich Engels’ work "Anti-Dühring" in which he systematically critiques Eugen Dühring’s economic theories from a Marxist perspective.
  • 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. 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.
  • E. Outlines of Economics
    Outlines of Economics is a foundational economics textbook by American economist Richard T. Ely that systematically presents the principles and structure of economic theory.
  • 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_69c6880ef37881909268a5a7299b9293 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1b8a0f0819086b802983e8ffcb6 completed March 27, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b15ded88190a36fb86093ba5a3c completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70c334a90819084bb0b25bbc112cc completed March 27, 2026, 11:01 p.m.
NED2 Entity disambiguation (via description) batch_69c70d0fcbc08190b3a7d0de3c634a5f completed March 27, 2026, 11:04 p.m.
Created at: March 27, 2026, 2:10 p.m.