Triple

T13810398
Position Surface form Disambiguated ID Type / Status
Subject Ralph Darlington E331872 entity
Predicate notableWork P4 FINISHED
Object The Dynamics of Workplace Unionism
The Dynamics of Workplace Unionism is a scholarly book by Ralph Darlington that analyzes how trade unions operate, organize, and exercise power within the modern workplace.
E1062138 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 Dynamics of Workplace Unionism | Statement: [Ralph Darlington, notableWork, The Dynamics of Workplace Unionism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Dynamics of Workplace Unionism
Context triple: [Ralph Darlington, notableWork, The Dynamics of Workplace Unionism]
  • A. History of Trade Unionism
    History of Trade Unionism is a seminal 1894 study that traces the development and organization of the British trade union movement, co-authored by social reformers Sidney and Beatrice Webb.
  • B. 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.
  • C. Reports on the relation of labor conditions to corporate organization
    "Reports on the relation of labor conditions to corporate organization" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how corporate structures affect workers’ labor conditions.
  • D. Collective Bargaining: Principles and Cases
    Collective Bargaining: Principles and Cases is a foundational labor economics and industrial relations text that analyzes the theory and practice of collective bargaining through detailed case studies and institutional analysis.
  • E. labor studies library
    The labor studies library was a specialized academic library focused on resources related to labor, unions, and workers’ rights, serving the educational and research needs of the National Labor College community.
  • 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 Dynamics of Workplace Unionism
Triple: [Ralph Darlington, notableWork, The Dynamics of Workplace Unionism]
Generated description
The Dynamics of Workplace Unionism is a scholarly book by Ralph Darlington that analyzes how trade unions operate, organize, and exercise power within the modern workplace.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Dynamics of Workplace Unionism
Target entity description: The Dynamics of Workplace Unionism is a scholarly book by Ralph Darlington that analyzes how trade unions operate, organize, and exercise power within the modern workplace.
  • A. History of Trade Unionism
    History of Trade Unionism is a seminal 1894 study that traces the development and organization of the British trade union movement, co-authored by social reformers Sidney and Beatrice Webb.
  • B. 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.
  • C. Reports on the relation of labor conditions to corporate organization
    "Reports on the relation of labor conditions to corporate organization" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how corporate structures affect workers’ labor conditions.
  • D. Collective Bargaining: Principles and Cases
    Collective Bargaining: Principles and Cases is a foundational labor economics and industrial relations text that analyzes the theory and practice of collective bargaining through detailed case studies and institutional analysis.
  • E. labor studies library
    The labor studies library was a specialized academic library focused on resources related to labor, unions, and workers’ rights, serving the educational and research needs of the National Labor College community.
  • 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_69d81c59f8808190a851bc56afdc55e9 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de026ff6b481908066d6bf27064417 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b09161108190abbd97a30af9ab49 completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b138fda88190b2b7ffb51ce02a40 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b28ca218819097fc35042d3b278a completed May 3, 2026, 8:39 p.m.
Created at: April 9, 2026, 10:12 p.m.