Triple

T21934369
Position Surface form Disambiguated ID Type / Status
Subject Leontief production function E541649 entity
Predicate contrastedWith P278 FINISHED
Object Cobb–Douglas production function — NE NERFINISHED

How this triple was built (2 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: Cobb–Douglas production function | Statement: [Leontief production function, contrastedWith, Cobb–Douglas production function]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cobb–Douglas production function
Context triple: [Leontief production function, contrastedWith, Cobb–Douglas production function]
  • A. Cobb–Douglas production function chosen
    The Cobb–Douglas production function is a widely used economic model that represents output as a multiplicative function of inputs like capital and labor, each raised to constant elasticities that capture their relative contributions to production.
  • B. 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.
  • C. CES production function
    The CES (constant elasticity of substitution) production function is an economic production model that allows inputs to be substituted for one another at a constant, adjustable rate of substitutability.
  • 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. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c47e2e5c81909a7f74ce3de50911 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f12402f7ac81909b14586a46d971bb completed April 28, 2026, 9:17 p.m.
Created at: April 16, 2026, 7:51 p.m.