Triple

T5712135
Position Surface form Disambiguated ID Type / Status
Subject Wassily Leontief E125932 entity
Predicate knownFor P22 FINISHED
Object Leontief paradox
The Leontief paradox is a famous empirical finding in international economics showing that U.S. trade patterns contradicted the predictions of the Heckscher–Ohlin model by appearing to export labor-intensive rather than capital-intensive goods.
E541650 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: Leontief paradox | Statement: [Wassily Leontief, knownFor, Leontief paradox]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leontief paradox
Context triple: [Wassily Leontief, knownFor, Leontief paradox]
  • A. Studies in the Theory of International Trade
    Studies in the Theory of International Trade is a classic 1937 economic treatise that rigorously analyzes and synthesizes the foundations of international trade theory, including comparative advantage, tariffs, and customs unions.
  • B. Kaldor–Verdoorn law
    The Kaldor–Verdoorn law is an economic principle that posits a positive relationship between the growth of output and the growth of labor productivity, often used to explain cumulative and self-reinforcing processes in industrial growth.
  • C. Hicks–Kaldor compensation criterion
    The Hicks–Kaldor compensation criterion is an economic efficiency test stating that a policy change is desirable if those who gain could in principle compensate those who lose and still be better off, regardless of whether compensation actually occurs.
  • D. Mundell-Fleming model
    The Mundell-Fleming model is a macroeconomic framework that analyzes how monetary and fiscal policy affect output and exchange rates in an open economy with international capital flows.
  • E. The Positive Theory of Capital
    The Positive Theory of Capital is a foundational work in Austrian economics that systematically analyzes the nature of capital, interest, and time preference in the production process.
  • 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: Leontief paradox
Triple: [Wassily Leontief, knownFor, Leontief paradox]
Generated description
The Leontief paradox is a famous empirical finding in international economics showing that U.S. trade patterns contradicted the predictions of the Heckscher–Ohlin model by appearing to export labor-intensive rather than capital-intensive goods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leontief paradox
Target entity description: The Leontief paradox is a famous empirical finding in international economics showing that U.S. trade patterns contradicted the predictions of the Heckscher–Ohlin model by appearing to export labor-intensive rather than capital-intensive goods.
  • A. Studies in the Theory of International Trade
    Studies in the Theory of International Trade is a classic 1937 economic treatise that rigorously analyzes and synthesizes the foundations of international trade theory, including comparative advantage, tariffs, and customs unions.
  • B. Kaldor–Verdoorn law
    The Kaldor–Verdoorn law is an economic principle that posits a positive relationship between the growth of output and the growth of labor productivity, often used to explain cumulative and self-reinforcing processes in industrial growth.
  • C. Hicks–Kaldor compensation criterion
    The Hicks–Kaldor compensation criterion is an economic efficiency test stating that a policy change is desirable if those who gain could in principle compensate those who lose and still be better off, regardless of whether compensation actually occurs.
  • D. Mundell-Fleming model
    The Mundell-Fleming model is a macroeconomic framework that analyzes how monetary and fiscal policy affect output and exchange rates in an open economy with international capital flows.
  • E. The Positive Theory of Capital
    The Positive Theory of Capital is a foundational work in Austrian economics that systematically analyzes the nature of capital, interest, and time preference in the production process.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024b386a08190bd2738d93861edc2 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a72181081909209a38c3ff7460b completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05cd2dea88190bc79ca0a7709e7ca completed March 22, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69c05d8c85f88190a1a962794eeecd8d completed March 22, 2026, 9:22 p.m.
Created at: March 22, 2026, 3:46 p.m.