Triple

T7279784
Position Surface form Disambiguated ID Type / Status
Subject wage-fund doctrine E163116 entity
Predicate advocatedBy P33 FINISHED
Object John Elliott Cairnes
John Elliott Cairnes was a 19th-century Irish economist known for his influential work in classical political economy and his critical analyses of economic doctrines such as the wage-fund theory and laissez-faire principles.
E654012 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: John Elliott Cairnes | Statement: [wage-fund doctrine, advocatedBy, John Elliott Cairnes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Elliott Cairnes
Context triple: [wage-fund doctrine, advocatedBy, John Elliott Cairnes]
  • A. Herbert Butterfield
    Herbert Butterfield was a British historian and philosopher of history best known for his influential critique of teleological, progress-focused narratives in historical writing.
  • B. Robert Hurrell Froude
    Robert Hurrell Froude was a 19th-century English Anglican priest and theologian associated with the Oxford Movement.
  • C. Gabriel Almond
    Gabriel Almond was an influential American political scientist known for his work on comparative politics and political culture.
  • D. Louis Trevelyan
    Louis Trevelyan is the increasingly jealous and obsessive central figure of Anthony Trollope’s novel "He Knew He Was Right," whose suspicions and stubborn pride lead to the destruction of his marriage and happiness.
  • E. Thomas Hume
    Thomas Hume was a prominent 19th-century lumber baron and businessman in Muskegon, Michigan, whose success in the lumber industry led to the construction of the historic Hackley and Hume homes.
  • 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: John Elliott Cairnes
Triple: [wage-fund doctrine, advocatedBy, John Elliott Cairnes]
Generated description
John Elliott Cairnes was a 19th-century Irish economist known for his influential work in classical political economy and his critical analyses of economic doctrines such as the wage-fund theory and laissez-faire principles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Elliott Cairnes
Target entity description: John Elliott Cairnes was a 19th-century Irish economist known for his influential work in classical political economy and his critical analyses of economic doctrines such as the wage-fund theory and laissez-faire principles.
  • A. Herbert Butterfield
    Herbert Butterfield was a British historian and philosopher of history best known for his influential critique of teleological, progress-focused narratives in historical writing.
  • B. Robert Hurrell Froude
    Robert Hurrell Froude was a 19th-century English Anglican priest and theologian associated with the Oxford Movement.
  • C. Gabriel Almond
    Gabriel Almond was an influential American political scientist known for his work on comparative politics and political culture.
  • D. Louis Trevelyan
    Louis Trevelyan is the increasingly jealous and obsessive central figure of Anthony Trollope’s novel "He Knew He Was Right," whose suspicions and stubborn pride lead to the destruction of his marriage and happiness.
  • E. Thomas Hume
    Thomas Hume was a prominent 19th-century lumber baron and businessman in Muskegon, Michigan, whose success in the lumber industry led to the construction of the historic Hackley and Hume homes.
  • 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_69c6885c5964819085b209701769877f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb339b1081909f648864e210f98e completed March 27, 2026, 8:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db379e1c81908ebd4c44504ce5fb completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7df4788e081908ccc162125c6550d completed March 28, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69c7dfa826d081909129df80cca13daa completed March 28, 2026, 2:03 p.m.
Created at: March 27, 2026, 2:59 p.m.