Triple

T17587883
Position Surface form Disambiguated ID Type / Status
Subject Albert Rees E428371 entity
Predicate notableWork P4 FINISHED
Object The Economics of Trade Unions
The Economics of Trade Unions is a seminal economic analysis by Albert Rees that examines the behavior, impact, and role of labor unions in modern labor markets.
E1277259 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 Economics of Trade Unions | Statement: [Albert Rees, notableWork, The Economics of Trade Unions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Economics of Trade Unions
Context triple: [Albert Rees, notableWork, The Economics of Trade Unions]
  • A. 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.
  • B. 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.
  • C. Prices and Incomes Accord with trade unions
    Prices and Incomes Accord with trade unions was a landmark Australian economic and industrial relations agreement in the 1980s that traded wage restraint by unions for social and economic reforms under Prime Minister Bob Hawke’s government.
  • D. Capital and Labour Redefined
    Capital and Labour Redefined is a scholarly work by economist Amiya Kumar Bagchi that critically examines the historical and contemporary dynamics between capital and labor within global capitalism.
  • E. The Theory of Wages
    The Theory of Wages is a foundational economic work by John R. Hicks that analyzes how wages are determined within competitive labor markets and broader economic systems.
  • 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 Economics of Trade Unions
Triple: [Albert Rees, notableWork, The Economics of Trade Unions]
Generated description
The Economics of Trade Unions is a seminal economic analysis by Albert Rees that examines the behavior, impact, and role of labor unions in modern labor markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Economics of Trade Unions
Target entity description: The Economics of Trade Unions is a seminal economic analysis by Albert Rees that examines the behavior, impact, and role of labor unions in modern labor markets.
  • A. 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.
  • B. 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.
  • C. Prices and Incomes Accord with trade unions
    Prices and Incomes Accord with trade unions was a landmark Australian economic and industrial relations agreement in the 1980s that traded wage restraint by unions for social and economic reforms under Prime Minister Bob Hawke’s government.
  • D. Capital and Labour Redefined
    Capital and Labour Redefined is a scholarly work by economist Amiya Kumar Bagchi that critically examines the historical and contemporary dynamics between capital and labor within global capitalism.
  • E. The Theory of Wages
    The Theory of Wages is a foundational economic work by John R. Hicks that analyzes how wages are determined within competitive labor markets and broader economic systems.
  • 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e469e41bf08190963848f1597b6e9f completed April 19, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddf34a448190a7afb05e61ce39eb completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01dfef61fc8190810d31c91195c205 completed May 11, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a01e0a5f2188190b4a8604d197c6ac8 completed May 11, 2026, 1:59 p.m.
Created at: April 10, 2026, 5:51 a.m.