Triple

T16151307
Position Surface form Disambiguated ID Type / Status
Subject Solow growth model E391913 entity
Predicate publication P80 FINISHED
Object A Contribution to the Theory of Economic Growth
"A Contribution to the Theory of Economic Growth" is Robert Solow’s landmark 1956 paper that founded the neoclassical growth model and transformed modern macroeconomic growth theory.
E391913 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: A Contribution to the Theory of Economic Growth | Statement: [Solow growth model, publication, A Contribution to the Theory of Economic Growth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Contribution to the Theory of Economic Growth
Context triple: [Solow growth model, publication, A Contribution to the Theory of Economic Growth]
  • A. 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.
  • B. “Capital Accumulation and Economic Growth”
    “Capital Accumulation and Economic Growth” is a seminal work in growth theory that analyzes how investment and capital deepening drive long-run economic expansion, often associated with Nicholas Kaldor’s empirical and theoretical contributions.
  • C. “On the Mechanics of Economic Development”
    “On the Mechanics of Economic Development” is a seminal 1988 paper by economist Robert Lucas Jr. that helped found modern endogenous growth theory by explaining how human capital accumulation and externalities drive long-run economic growth.
  • 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. 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.
  • 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: A Contribution to the Theory of Economic Growth
Triple: [Solow growth model, publication, A Contribution to the Theory of Economic Growth]
Generated description
"A Contribution to the Theory of Economic Growth" is Robert Solow’s landmark 1956 paper that founded the neoclassical growth model and transformed modern macroeconomic growth theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Contribution to the Theory of Economic Growth
Target entity description: "A Contribution to the Theory of Economic Growth" is Robert Solow’s landmark 1956 paper that founded the neoclassical growth model and transformed modern macroeconomic growth theory.
  • A. 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.
  • B. “Capital Accumulation and Economic Growth”
    “Capital Accumulation and Economic Growth” is a seminal work in growth theory that analyzes how investment and capital deepening drive long-run economic expansion, often associated with Nicholas Kaldor’s empirical and theoretical contributions.
  • C. “On the Mechanics of Economic Development”
    “On the Mechanics of Economic Development” is a seminal 1988 paper by economist Robert Lucas Jr. that helped found modern endogenous growth theory by explaining how human capital accumulation and externalities drive long-run economic growth.
  • 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. Solow growth model chosen
    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.
  • F. None of above.

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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21d981950819087fdacc7879dca97 completed April 17, 2026, 11:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7a9ebf08190aa21cdff051f4ba2 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff86a556c819096bc008e1ca76e8c completed May 10, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69fff926120081909f1042bf3a16ea10 completed May 10, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:01 a.m.