Triple

T8629974
Position Surface form Disambiguated ID Type / Status
Subject Value and Capital E204374 entity
Predicate relatedWork P37 FINISHED
Object 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.
 E746874 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 Theory of Wages | Statement: [Value and Capital, relatedWork, The Theory of Wages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Theory of Wages
Context triple: [Value and Capital, relatedWork, The Theory of Wages]
  • 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. 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.
  • C. Manual of Political Economy
    Manual of Political Economy is a foundational work in economics by Vilfredo Pareto that systematically develops his theories of general equilibrium, welfare, and income distribution.
  • D. Manual of Political Economy
    Manual of Political Economy is a 19th-century economics textbook by Henry Fawcett that systematically presents and explains the principles of classical political economy.
  • E. The Theory of Political Economy
    The Theory of Political Economy is an influential 1871 book by William Stanley Jevons that helped found marginalist economics by emphasizing utility and marginal analysis in value 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: The Theory of Wages
Triple: [Value and Capital, relatedWork, The Theory of Wages]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Theory of Wages
Target entity description: 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.
  • 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. 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.
  • C. Manual of Political Economy
    Manual of Political Economy is a 19th-century economics textbook by Henry Fawcett that systematically presents and explains the principles of classical political economy.
  • D. Manual of Political Economy
    Manual of Political Economy is a foundational work in economics by Vilfredo Pareto that systematically develops his theories of general equilibrium, welfare, and income distribution.
  • E. The Theory of Political Economy
    The Theory of Political Economy is an influential 1871 book by William Stanley Jevons that helped found marginalist economics by emphasizing utility and marginal analysis in value 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_69ca834b903c8190add96cc651e1a477 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc47406efc8190b559c68764b7455d completed March 31, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebc0acf508190a090fb1edf9420d2 completed April 2, 2026, 6:57 p.m.
NEDg Description generation batch_69cebcc22d208190801b4ec58614dfcb completed April 2, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69cebdf3f288819088d83165c741d092 completed April 2, 2026, 7:05 p.m.
Created at: March 30, 2026, 6:27 p.m.