Triple

T665566
Position Surface form Disambiguated ID Type / Status
Subject Arthur Cecil Pigou E12852 entity
Predicate notableWork P4 FINISHED
Object Principles and Methods of Industrial Peace
Principles and Methods of Industrial Peace is an influential early 20th-century economic treatise by Arthur Cecil Pigou that analyzes the causes of industrial conflict and explores strategies for achieving harmonious labor relations.
E82230 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: Principles and Methods of Industrial Peace | Statement: [Arthur Cecil Pigou, notableWork, Principles and Methods of Industrial Peace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Principles and Methods of Industrial Peace
Context triple: [Arthur Cecil Pigou, notableWork, Principles and Methods of Industrial Peace]
  • A. The Socialist Future of the Syndicates
    The Socialist Future of the Syndicates is a political and theoretical work by Georges Sorel that explores revolutionary syndicalism and the role of trade unions in transforming society.
  • B. Seventy Years of Life and Labor
    Seventy Years of Life and Labor is the autobiography of American labor leader Samuel Gompers, chronicling his personal history and the development of the U.S. labor movement.
  • C. The Mass Strike, the Political Party and the Trade Unions
    The Mass Strike, the Political Party and the Trade Unions is a 1906 pamphlet by Marxist theorist Rosa Luxemburg analyzing the role of mass strikes and the relationship between revolutionary parties and trade unions in the workers’ movement.
  • D. Renunciation of War
    Renunciation of War is a foundational principle in Japan’s postwar constitution that commits the nation to pacifism by rejecting war and the maintenance of traditional military forces.
  • E. Newer Ideals of Peace
    "Newer Ideals of Peace" is a 1907 book by social reformer Jane Addams that argues for a progressive, humanitarian approach to international relations and social justice as the foundation for lasting peace.
  • 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: Principles and Methods of Industrial Peace
Triple: [Arthur Cecil Pigou, notableWork, Principles and Methods of Industrial Peace]
Generated description
Principles and Methods of Industrial Peace is an influential early 20th-century economic treatise by Arthur Cecil Pigou that analyzes the causes of industrial conflict and explores strategies for achieving harmonious labor relations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Principles and Methods of Industrial Peace
Target entity description: Principles and Methods of Industrial Peace is an influential early 20th-century economic treatise by Arthur Cecil Pigou that analyzes the causes of industrial conflict and explores strategies for achieving harmonious labor relations.
  • A. The Socialist Future of the Syndicates
    The Socialist Future of the Syndicates is a political and theoretical work by Georges Sorel that explores revolutionary syndicalism and the role of trade unions in transforming society.
  • B. Seventy Years of Life and Labor
    Seventy Years of Life and Labor is the autobiography of American labor leader Samuel Gompers, chronicling his personal history and the development of the U.S. labor movement.
  • C. The Mass Strike, the Political Party and the Trade Unions
    The Mass Strike, the Political Party and the Trade Unions is a 1906 pamphlet by Marxist theorist Rosa Luxemburg analyzing the role of mass strikes and the relationship between revolutionary parties and trade unions in the workers’ movement.
  • D. Renunciation of War
    Renunciation of War is a foundational principle in Japan’s postwar constitution that commits the nation to pacifism by rejecting war and the maintenance of traditional military forces.
  • E. Newer Ideals of Peace
    "Newer Ideals of Peace" is a 1907 book by social reformer Jane Addams that argues for a progressive, humanitarian approach to international relations and social justice as the foundation for lasting peace.
  • 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_69a493355dec819098d4244b2fa34885 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fd4f4988190a0973ceb7329b4c9 completed March 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c39abcbc819093797700dc32d25a completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c564d368819082b877f43236d949 completed March 2, 2026, 5:14 p.m.
NED2 Entity disambiguation (via description) batch_69a5cca1851c81908e57e75dc217e517 completed March 2, 2026, 5:45 p.m.
Created at: March 1, 2026, 7:36 p.m.