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.