Triple

T1754429
Position Surface form Disambiguated ID Type / Status
Subject Irving Fisher E38518 entity
Predicate notableWork P4 FINISHED
Object The Nature of Capital and Income
The Nature of Capital and Income is a foundational economic treatise by Irving Fisher that rigorously analyzes the concepts of capital, income, and their interrelationship in value theory and interest.
E196117 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 Nature of Capital and Income | Statement: [Irving Fisher, notableWork, The Nature of Capital and Income]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Nature of Capital and Income
Context triple: [Irving Fisher, notableWork, The Nature of Capital and Income]
  • A. The Process of Circulation of Capital
    The Process of Circulation of Capital is the second volume of Karl Marx’s Das Kapital, analyzing how capital moves through the phases of production, circulation, and realization in a capitalist economy.
  • B. The Accumulation of Capital
    The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
  • C. A Treatise on Money
    A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
  • D. Réflexions sur la formation et la distribution des richesses
    Réflexions sur la formation et la distribution des richesses is an influential 18th-century economic treatise by Anne-Robert-Jacques Turgot that anticipates key ideas of classical political economy, including capital accumulation, interest, and the role of agriculture in wealth creation.
  • E. 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.
  • 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 Nature of Capital and Income
Triple: [Irving Fisher, notableWork, The Nature of Capital and Income]
Generated description
The Nature of Capital and Income is a foundational economic treatise by Irving Fisher that rigorously analyzes the concepts of capital, income, and their interrelationship in value theory and interest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Nature of Capital and Income
Target entity description: The Nature of Capital and Income is a foundational economic treatise by Irving Fisher that rigorously analyzes the concepts of capital, income, and their interrelationship in value theory and interest.
  • A. The Process of Circulation of Capital
    The Process of Circulation of Capital is the second volume of Karl Marx’s Das Kapital, analyzing how capital moves through the phases of production, circulation, and realization in a capitalist economy.
  • B. The Accumulation of Capital
    The Accumulation of Capital is a seminal Marxist economic treatise by Rosa Luxemburg that analyzes imperialism and capitalist expansion through the lens of capital accumulation and its contradictions.
  • C. A Treatise on Money
    A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
  • D. Réflexions sur la formation et la distribution des richesses
    Réflexions sur la formation et la distribution des richesses is an influential 18th-century economic treatise by Anne-Robert-Jacques Turgot that anticipates key ideas of classical political economy, including capital accumulation, interest, and the role of agriculture in wealth creation.
  • E. 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.
  • 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa641841748190ad05cac4a27cced9 completed March 6, 2026, 5:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0e84c1c8190917edf14003cba81 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a401548190af00bae3b89e46b0 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada26804288190838a93b71b494650 completed March 8, 2026, 4:23 p.m.
Created at: March 4, 2026, 7:31 p.m.