Triple

T5712134
Position Surface form Disambiguated ID Type / Status
Subject Wassily Leontief E125932 entity
Predicate knownFor P22 FINISHED
Object Leontief production function
The Leontief production function is an economic model of production that assumes fixed input proportions with no substitutability between factors, often used in input–output analysis.
E541649 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 production function | Statement: [Wassily Leontief, knownFor, Leontief production function]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leontief production function
Context triple: [Wassily Leontief, knownFor, Leontief production function]
  • A. 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.
  • B. Solow growth model
    The Solow growth model is a foundational economic framework that explains long-run economic growth through capital accumulation, labor or population growth, and exogenous technological progress.
  • C. Ramsey–Cass–Koopmans model
    The Ramsey–Cass–Koopmans model is a foundational neoclassical growth model in macroeconomics that analyzes optimal savings, consumption, and capital accumulation over time in a perfectly competitive economy.
  • D. Lucas supply function
    The Lucas supply function is an economic model developed by Robert Lucas Jr. that explains how producers’ output decisions respond to perceived price changes under imperfect information, forming a key component of new classical macroeconomics.
  • E. Kaldor growth model
    The Kaldor growth model is a post-Keynesian economic framework that explains long-run economic growth through the interaction of capital accumulation, income distribution, and demand-driven dynamics.
  • 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 production function
Triple: [Wassily Leontief, knownFor, Leontief production function]
Generated description
The Leontief production function is an economic model of production that assumes fixed input proportions with no substitutability between factors, often used in input–output analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leontief production function
Target entity description: The Leontief production function is an economic model of production that assumes fixed input proportions with no substitutability between factors, often used in input–output analysis.
  • A. 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.
  • B. Solow growth model
    The Solow growth model is a foundational economic framework that explains long-run economic growth through capital accumulation, labor or population growth, and exogenous technological progress.
  • C. Ramsey–Cass–Koopmans model
    The Ramsey–Cass–Koopmans model is a foundational neoclassical growth model in macroeconomics that analyzes optimal savings, consumption, and capital accumulation over time in a perfectly competitive economy.
  • D. Lucas supply function
    The Lucas supply function is an economic model developed by Robert Lucas Jr. that explains how producers’ output decisions respond to perceived price changes under imperfect information, forming a key component of new classical macroeconomics.
  • E. Kaldor growth model
    The Kaldor growth model is a post-Keynesian economic framework that explains long-run economic growth through the interaction of capital accumulation, income distribution, and demand-driven dynamics.
  • 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.