Triple

T21677703
Position Surface form Disambiguated ID Type / Status
Subject Lionel W. McKenzie E535016 entity
Predicate notableWork P4 FINISHED
Object On Equilibrium in Graham’s Model of World Trade
"On Equilibrium in Graham’s Model of World Trade" is an influential economic paper by Lionel W. McKenzie that rigorously analyzes the conditions for equilibrium and stability in an international trade model originally proposed by economist Frank Graham.
E1496514 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: On Equilibrium in Graham’s Model of World Trade | Statement: [Lionel W. McKenzie, notableWork, On Equilibrium in Graham’s Model of World Trade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On Equilibrium in Graham’s Model of World Trade
Context triple: [Lionel W. McKenzie, notableWork, On Equilibrium in Graham’s Model of World Trade]
  • 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. Walrasian market-clearing framework
    The Walrasian market-clearing framework is a general equilibrium model in which perfectly competitive markets continuously adjust prices so that supply equals demand in all markets simultaneously.
  • C. The Computation of Economic Equilibria
    "The Computation of Economic Equilibria" is a seminal book in mathematical economics that develops algorithmic and computational methods for finding general equilibrium solutions in economic models.
  • D. Arrow–Debreu model
    The Arrow–Debreu model is a foundational general equilibrium framework in economics that rigorously characterizes how competitive markets can allocate resources efficiently across time and under uncertainty.
  • E. Edgeworth conjecture
    The Edgeworth conjecture is a result in general equilibrium theory proposing that, as the number of agents in an economy grows large, the set of competitive equilibria converges to the core of the economy.
  • 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: On Equilibrium in Graham’s Model of World Trade
Triple: [Lionel W. McKenzie, notableWork, On Equilibrium in Graham’s Model of World Trade]
Generated description
"On Equilibrium in Graham’s Model of World Trade" is an influential economic paper by Lionel W. McKenzie that rigorously analyzes the conditions for equilibrium and stability in an international trade model originally proposed by economist Frank Graham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On Equilibrium in Graham’s Model of World Trade
Target entity description: "On Equilibrium in Graham’s Model of World Trade" is an influential economic paper by Lionel W. McKenzie that rigorously analyzes the conditions for equilibrium and stability in an international trade model originally proposed by economist Frank Graham.
  • 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. Walrasian market-clearing framework
    The Walrasian market-clearing framework is a general equilibrium model in which perfectly competitive markets continuously adjust prices so that supply equals demand in all markets simultaneously.
  • C. The Computation of Economic Equilibria
    "The Computation of Economic Equilibria" is a seminal book in mathematical economics that develops algorithmic and computational methods for finding general equilibrium solutions in economic models.
  • D. Arrow–Debreu model
    The Arrow–Debreu model is a foundational general equilibrium framework in economics that rigorously characterizes how competitive markets can allocate resources efficiently across time and under uncertainty.
  • E. Edgeworth conjecture
    The Edgeworth conjecture is a result in general equilibrium theory proposing that, as the number of agents in an economy grows large, the set of competitive equilibria converges to the core of the economy.
  • 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef8a11088081908911af2629f54c1c completed April 27, 2026, 4:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1e1a52408190a37b4fe69289f5ab completed May 17, 2026, 7:59 p.m.
NEDg Description generation batch_6a0a1eac9b648190881c97d474762fc0 completed May 17, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0a1f3b77488190bfb73b9e83446bb3 completed May 17, 2026, 8:04 p.m.
Created at: April 16, 2026, 6:43 p.m.