Triple

T4790105
Position Surface form Disambiguated ID Type / Status
Subject Jacob Viner E106579 entity
Predicate notableWork P4 FINISHED
Object Balanced Growth
Balanced Growth is an influential economic work by Jacob Viner that examines how economies can expand in a stable, proportionate manner across sectors and factors of production.
E470010 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: Balanced Growth | Statement: [Jacob Viner, notableWork, Balanced Growth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balanced Growth
Context triple: [Jacob Viner, notableWork, Balanced Growth]
  • A. Capital and Growth
    Capital and Growth is an influential economic treatise by John R. Hicks that analyzes long-run economic growth, capital accumulation, and the dynamics of expanding economies.
  • B. 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.
  • C. Beyond Growth
    Beyond Growth is a seminal book by ecological economist Herman Daly that critiques conventional economic growth models and advocates for a steady-state, sustainable economy.
  • D. 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.
  • E. limits to growth
    Limits to Growth is a seminal 1972 report and concept in systems thinking that models how exponential economic and population growth can exceed the planet’s finite resources, leading to potential ecological and societal collapse.
  • 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: Balanced Growth
Triple: [Jacob Viner, notableWork, Balanced Growth]
Generated description
Balanced Growth is an influential economic work by Jacob Viner that examines how economies can expand in a stable, proportionate manner across sectors and factors of production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balanced Growth
Target entity description: Balanced Growth is an influential economic work by Jacob Viner that examines how economies can expand in a stable, proportionate manner across sectors and factors of production.
  • A. Capital and Growth
    Capital and Growth is an influential economic treatise by John R. Hicks that analyzes long-run economic growth, capital accumulation, and the dynamics of expanding economies.
  • B. 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.
  • C. Beyond Growth
    Beyond Growth is a seminal book by ecological economist Herman Daly that critiques conventional economic growth models and advocates for a steady-state, sustainable economy.
  • D. 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.
  • E. limits to growth
    Limits to Growth is a seminal 1972 report and concept in systems thinking that models how exponential economic and population growth can exceed the planet’s finite resources, leading to potential ecological and societal collapse.
  • 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.