Triple

T20233792
Position Surface form Disambiguated ID Type / Status
Subject Seebohm Rowntree E495596 entity
Predicate notableWork P4 FINISHED
Object The Human Needs of Labour
The Human Needs of Labour is a pioneering social reform study by Seebohm Rowntree that examines workers’ living standards and argues for minimum wages and improved industrial welfare.
E1418785 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 Human Needs of Labour | Statement: [Seebohm Rowntree, notableWork, The Human Needs of Labour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Human Needs of Labour
Context triple: [Seebohm Rowntree, notableWork, The Human Needs of Labour]
  • A. Three Lectures on the Rate of Wages
    Three Lectures on the Rate of Wages is a 19th-century economic treatise by Nassau William Senior analyzing the determinants and dynamics of wage levels in industrial society.
  • B. 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.
  • C. The Economic Position of the British Labourer
    The Economic Position of the British Labourer is a 19th-century economic study by Henry Fawcett analyzing the wages, living conditions, and social status of British workers during the Industrial Revolution.
  • D. An Essay on the Circumstances which Determine the Rate of Wages
    An Essay on the Circumstances which Determine the Rate of Wages is a 19th-century economic treatise by John Ramsay McCulloch analyzing the factors that influence wage levels in labor markets.
  • E. Estranged Labour
    Estranged Labour is a section of Karl Marx’s early Economic and Philosophic Manuscripts of 1844 in which he develops his influential theory of alienation under capitalist production.
  • 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 Human Needs of Labour
Triple: [Seebohm Rowntree, notableWork, The Human Needs of Labour]
Generated description
The Human Needs of Labour is a pioneering social reform study by Seebohm Rowntree that examines workers’ living standards and argues for minimum wages and improved industrial welfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Human Needs of Labour
Target entity description: The Human Needs of Labour is a pioneering social reform study by Seebohm Rowntree that examines workers’ living standards and argues for minimum wages and improved industrial welfare.
  • A. Three Lectures on the Rate of Wages
    Three Lectures on the Rate of Wages is a 19th-century economic treatise by Nassau William Senior analyzing the determinants and dynamics of wage levels in industrial society.
  • B. 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.
  • C. The Economic Position of the British Labourer
    The Economic Position of the British Labourer is a 19th-century economic study by Henry Fawcett analyzing the wages, living conditions, and social status of British workers during the Industrial Revolution.
  • D. An Essay on the Circumstances which Determine the Rate of Wages
    An Essay on the Circumstances which Determine the Rate of Wages is a 19th-century economic treatise by John Ramsay McCulloch analyzing the factors that influence wage levels in labor markets.
  • E. Estranged Labour
    Estranged Labour is a section of Karl Marx’s early Economic and Philosophic Manuscripts of 1844 in which he develops his influential theory of alienation under capitalist production.
  • 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_69da626cff80819097b530718a7c98b6 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e67167fae88190a26ff10d698174f8 completed April 20, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a084b8e73908190a0c09697d6dc1c76 completed May 16, 2026, 10:48 a.m.
NEDg Description generation batch_6a084c041b5c8190881a6d08c4afe42f completed May 16, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a084c7dee808190a0883f7f0c7873a9 completed May 16, 2026, 10:52 a.m.
Created at: April 11, 2026, 11:40 p.m.