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.