Triple

T11185984
Position Surface form Disambiguated ID Type / Status
Subject Simon Kuznets E264667 entity
Predicate notableWork P4 FINISHED
Object National Income and Its Composition
National Income and Its Composition is an influential economic study by Simon Kuznets that systematically analyzes the structure, measurement, and trends of national income in the United States.
E910279 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: National Income and Its Composition | Statement: [Simon Kuznets, notableWork, National Income and Its Composition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Income and Its Composition
Context triple: [Simon Kuznets, notableWork, National Income and Its Composition]
  • A. 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.
  • B. Some Aspects of the Inequality of Incomes in Modern Communities
    "Some Aspects of the Inequality of Incomes in Modern Communities" is an influential early 20th-century economic study by Hugh Dalton that analyzes the causes, measurement, and implications of income inequality in industrial societies.
  • C. Economic Growth and its Sources in India
    "Economic Growth and its Sources in India" is a scholarly work that analyzes the patterns, drivers, and structural determinants of India's economic growth over time.
  • D. Kaldor’s theory of distribution
    Kaldor’s theory of distribution is a post-Keynesian economic model explaining how income is divided between wages and profits based on savings behavior and investment, emphasizing the role of profit shares in achieving macroeconomic equilibrium.
  • E. Income and Wealth Concentration in a Historical and International Perspective
    "Income and Wealth Concentration in a Historical and International Perspective" is an influential economic study by Emmanuel Saez that analyzes long-run trends in income and wealth inequality across countries using historical tax and income data.
  • 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: National Income and Its Composition
Triple: [Simon Kuznets, notableWork, National Income and Its Composition]
Generated description
National Income and Its Composition is an influential economic study by Simon Kuznets that systematically analyzes the structure, measurement, and trends of national income in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Income and Its Composition
Target entity description: National Income and Its Composition is an influential economic study by Simon Kuznets that systematically analyzes the structure, measurement, and trends of national income in the United States.
  • A. 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.
  • B. Some Aspects of the Inequality of Incomes in Modern Communities
    "Some Aspects of the Inequality of Incomes in Modern Communities" is an influential early 20th-century economic study by Hugh Dalton that analyzes the causes, measurement, and implications of income inequality in industrial societies.
  • C. Economic Growth and its Sources in India
    "Economic Growth and its Sources in India" is a scholarly work that analyzes the patterns, drivers, and structural determinants of India's economic growth over time.
  • D. Kaldor’s theory of distribution
    Kaldor’s theory of distribution is a post-Keynesian economic model explaining how income is divided between wages and profits based on savings behavior and investment, emphasizing the role of profit shares in achieving macroeconomic equilibrium.
  • E. Income and Wealth Concentration in a Historical and International Perspective
    "Income and Wealth Concentration in a Historical and International Perspective" is an influential economic study by Emmanuel Saez that analyzes long-run trends in income and wealth inequality across countries using historical tax and income data.
  • 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_69d6aa9eb9248190b20211772621b4bc completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8abbeac8190ad6e419258999f4e completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e483d0f4548190b97c7725a9f7c0e6 completed April 19, 2026, 7:27 a.m.
NEDg Description generation batch_69e48717c35481908fb05597084167e7 completed April 19, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_69e48875faa88190af33654e6d9a708b completed April 19, 2026, 7:47 a.m.
Created at: April 8, 2026, 9:29 p.m.