Triple

T13594224
Position Surface form Disambiguated ID Type / Status
Subject Eli Heckscher E324772 entity
Predicate notableWork P4 FINISHED
Object Heckscher–Ohlin model
The Heckscher–Ohlin model is a foundational economic theory of international trade that explains countries’ trade patterns based on their relative factor endowments of labor, capital, and other resources.
E1049531 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: Heckscher–Ohlin model | Statement: [Eli Heckscher, notableWork, Heckscher–Ohlin model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heckscher–Ohlin model
Context triple: [Eli Heckscher, notableWork, Heckscher–Ohlin model]
  • A. 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.
  • B. factor-price equalization theorem
    The factor-price equalization theorem is a result in international trade theory stating that free trade in goods can lead to the equalization of factor prices (like wages and returns to capital) across countries, even without factor mobility.
  • C. 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.
  • D. Harrod–Domar growth model
    The Harrod–Domar growth model is an early Keynesian economic framework that explains long-run economic growth in terms of savings rates and capital-output ratios, highlighting inherent instability in growth paths.
  • E. 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.
  • 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: Heckscher–Ohlin model
Triple: [Eli Heckscher, notableWork, Heckscher–Ohlin model]
Generated description
The Heckscher–Ohlin model is a foundational economic theory of international trade that explains countries’ trade patterns based on their relative factor endowments of labor, capital, and other resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heckscher–Ohlin model
Target entity description: The Heckscher–Ohlin model is a foundational economic theory of international trade that explains countries’ trade patterns based on their relative factor endowments of labor, capital, and other resources.
  • A. 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.
  • B. factor-price equalization theorem
    The factor-price equalization theorem is a result in international trade theory stating that free trade in goods can lead to the equalization of factor prices (like wages and returns to capital) across countries, even without factor mobility.
  • C. 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.
  • D. Harrod–Domar growth model
    The Harrod–Domar growth model is an early Keynesian economic framework that explains long-run economic growth in terms of savings rates and capital-output ratios, highlighting inherent instability in growth paths.
  • E. 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.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb057f1c881909a3bb77c659a724a completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc762a08190b5d29cef9923da84 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77643b0348190962bf23a9857edbe completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f77923fd1481908af251a1dcbcf441 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:49 p.m.