Triple
T17015605
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stern Review |
E412811
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Part III: Economics of Stabilisation
Part III: Economics of Stabilisation is the section of the Stern Review that analyzes the economic costs, benefits, and policy options for reducing greenhouse gas emissions and stabilizing the climate.
|
E1246733
|
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: Part III: Economics of Stabilisation | Statement: [Stern Review, hasPart, Part III: Economics of Stabilisation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Part III: Economics of Stabilisation Context triple: [Stern Review, hasPart, Part III: Economics of Stabilisation]
-
A.
Stabilizing an Unstable Economy
"Stabilizing an Unstable Economy" is a seminal 1986 book by economist Hyman Minsky that develops his financial instability hypothesis, explaining how financial markets and debt dynamics can endogenously generate economic crises and proposing reforms to make capitalism more resilient.
-
B.
Part III: Banking, Inflation, and the Business Cycle
"Part III: Banking, Inflation, and the Business Cycle" is a section of Murray Rothbard’s economic treatise that analyzes how fractional-reserve banking and monetary expansion drive inflation and generate boom-bust cycles in the economy.
-
C.
Economics of the Transition Period
Economics of the Transition Period is a theoretical work by Soviet economist Nikolai Bukharin analyzing the economic dynamics and policies of the shift from capitalism to socialism after the Russian Revolution.
-
D.
Keynesian business cycle theories
Keynesian business cycle theories explain economic fluctuations primarily through changes in aggregate demand, emphasizing the roles of price and wage rigidities, government policy, and market imperfections in causing and mitigating recessions and booms.
-
E.
The Economics of Global Turbulence
The Economics of Global Turbulence is a major work of political economy by Robert Brenner that analyzes the long-term crisis tendencies and structural contradictions of postwar global capitalism.
- 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: Part III: Economics of Stabilisation Triple: [Stern Review, hasPart, Part III: Economics of Stabilisation]
Generated description
Part III: Economics of Stabilisation is the section of the Stern Review that analyzes the economic costs, benefits, and policy options for reducing greenhouse gas emissions and stabilizing the climate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Part III: Economics of Stabilisation Target entity description: Part III: Economics of Stabilisation is the section of the Stern Review that analyzes the economic costs, benefits, and policy options for reducing greenhouse gas emissions and stabilizing the climate.
-
A.
Stabilizing an Unstable Economy
"Stabilizing an Unstable Economy" is a seminal 1986 book by economist Hyman Minsky that develops his financial instability hypothesis, explaining how financial markets and debt dynamics can endogenously generate economic crises and proposing reforms to make capitalism more resilient.
-
B.
Part III: Banking, Inflation, and the Business Cycle
"Part III: Banking, Inflation, and the Business Cycle" is a section of Murray Rothbard’s economic treatise that analyzes how fractional-reserve banking and monetary expansion drive inflation and generate boom-bust cycles in the economy.
-
C.
Economics of the Transition Period
Economics of the Transition Period is a theoretical work by Soviet economist Nikolai Bukharin analyzing the economic dynamics and policies of the shift from capitalism to socialism after the Russian Revolution.
-
D.
Keynesian business cycle theories
Keynesian business cycle theories explain economic fluctuations primarily through changes in aggregate demand, emphasizing the roles of price and wage rigidities, government policy, and market imperfections in causing and mitigating recessions and booms.
-
E.
The Economics of Global Turbulence
The Economics of Global Turbulence is a major work of political economy by Robert Brenner that analyzes the long-term crisis tendencies and structural contradictions of postwar global capitalism.
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d47f198c8190b0473f638101f606 |
completed | April 18, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b4ba2a88190a49d355836ff1dcf |
completed | May 10, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_6a011d5d720c8190ba6f7146a8a5f7f4 |
completed | May 11, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011dd998888190a60d3880fd5c20c2 |
completed | May 11, 2026, 12:07 a.m. |
Created at: April 10, 2026, 5:33 a.m.