Triple

T4790102
Position Surface form Disambiguated ID Type / Status
Subject Jacob Viner E106579 entity
Predicate notableWork P4 FINISHED
Object 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.
E470007 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: Studies in the Theory of International Trade | Statement: [Jacob Viner, notableWork, Studies in the Theory of International Trade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Studies in the Theory of International Trade
Context triple: [Jacob Viner, notableWork, Studies in the Theory of International Trade]
  • A. On the Theory of Economic Policy
    On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
  • B. 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.
  • C. The Theory and Measurement of Demand
    The Theory and Measurement of Demand is a foundational economics book by Henry Schultz that rigorously develops statistical and mathematical methods for estimating consumer demand.
  • D. The Political Element in the Development of Economic Theory
    The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
  • E. The Scope and Method of Economic Science
    The Scope and Method of Economic Science is a foundational work in economic methodology that examines the proper aims, limits, and scientific status of economics as a discipline.
  • 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: Studies in the Theory of International Trade
Triple: [Jacob Viner, notableWork, Studies in the Theory of International Trade]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Studies in the Theory of International Trade
Target entity description: 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.
  • A. On the Theory of Economic Policy
    On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
  • B. 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.
  • C. The Theory and Measurement of Demand
    The Theory and Measurement of Demand is a foundational economics book by Henry Schultz that rigorously develops statistical and mathematical methods for estimating consumer demand.
  • D. The Political Element in the Development of Economic Theory
    The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
  • E. The Scope and Method of Economic Science
    The Scope and Method of Economic Science is a foundational work in economic methodology that examines the proper aims, limits, and scientific status of economics as a discipline.
  • 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_69bd43f591c881909e5a532388b0f3f3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65dce6888190a0b1bdf416fb62b9 completed March 20, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43e8f9dc8190b4e932d179e2f097 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be4603d32c819092c3c48a3ba41833 completed March 21, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69be472cd6b88190bc998340ffd2b66e completed March 21, 2026, 7:22 a.m.
Created at: March 20, 2026, 1:22 p.m.