Triple

T1908915
Position Surface form Disambiguated ID Type / Status
Subject John Ramsay McCulloch E38062 entity
Predicate notableWork P4 FINISHED
Object 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.
E211904 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: An Essay on the Circumstances which Determine the Rate of Wages | Statement: [John Ramsay McCulloch, notableWork, An Essay on the Circumstances which Determine the Rate of Wages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: An Essay on the Circumstances which Determine the Rate of Wages
Context triple: [John Ramsay McCulloch, notableWork, An Essay on the Circumstances which Determine the Rate of Wages]
  • A. On the Principles of Political Economy and Taxation
    On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
  • B. An Essay on the Production of Wealth
    An Essay on the Production of Wealth is an early 19th-century economic treatise by Robert Torrens that contributed to classical political economy debates on value, production, and distribution.
  • C. Elements of Political Economy
    Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
  • D. Principles of Political Economy
    Principles of Political Economy is an 1820 treatise by Thomas Malthus that critiques classical economic theory, especially Say’s Law, and emphasizes the possibility of general gluts and the importance of effective demand.
  • E. Principles of Political Economy
    "Principles of Political Economy" is an economics treatise by American astronomer and economist Simon Newcomb that analyzes the foundations and functioning of market economies in the late 19th century.
  • 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: An Essay on the Circumstances which Determine the Rate of Wages
Triple: [John Ramsay McCulloch, notableWork, An Essay on the Circumstances which Determine the Rate of Wages]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: An Essay on the Circumstances which Determine the Rate of Wages
Target entity description: 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.
  • A. On the Principles of Political Economy and Taxation
    On the Principles of Political Economy and Taxation is an 1817 treatise by David Ricardo that systematically develops classical economic theories such as comparative advantage, rent, wages, and profits.
  • B. An Essay on the Production of Wealth
    An Essay on the Production of Wealth is an early 19th-century economic treatise by Robert Torrens that contributed to classical political economy debates on value, production, and distribution.
  • C. Elements of Political Economy
    Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
  • D. Principles of Political Economy
    "Principles of Political Economy" is an economics treatise by American astronomer and economist Simon Newcomb that analyzes the foundations and functioning of market economies in the late 19th century.
  • E. Principles of Political Economy
    Principles of Political Economy is an 1820 treatise by Thomas Malthus that critiques classical economic theory, especially Say’s Law, and emphasizes the possibility of general gluts and the importance of effective demand.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1b55edc8190bce8ac97196939a9 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeafdad3c8190be7aeaed8bdeac43 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb7075f48190a27b5039c3b4691e completed March 8, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69adec37a4f88190961edf8f9c81773c completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.