Triple

T11784339
Position Surface form Disambiguated ID Type / Status
Subject Macroeconomic Policy in a World Economy E280232 entity
Predicate author P4 FINISHED
Object Kenneth Rogoff
Kenneth Rogoff is an American economist and Harvard professor known for his influential work on international finance, monetary policy, and financial crises, and for serving as chief economist of the International Monetary Fund.
E955675 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: Kenneth Rogoff | Statement: [Macroeconomic Policy in a World Economy, author, Kenneth Rogoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kenneth Rogoff
Context triple: [Macroeconomic Policy in a World Economy, author, Kenneth Rogoff]
  • A. Simon Johnson
    Simon Johnson is an economist known for his work on financial crises, institutions, and economic development, and for co-authoring influential books such as "Why Nations Fail" with Daron Acemoglu.
  • B. Maurice Obstfeld
    Maurice Obstfeld is a prominent American economist known for his influential work in international macroeconomics and for serving as Chief Economist at the International Monetary Fund.
  • C. Robert J. Barro
    Robert J. Barro is a prominent American macroeconomist known for his influential work on rational expectations, public debt, and economic growth.
  • D. David Romer
    David Romer is an influential American macroeconomist known for his work on New Keynesian economics, advanced macroeconomic theory, and widely used graduate-level textbooks.
  • E. Dani Rodrik
    Dani Rodrik is a prominent Turkish economist known for his influential work on globalization, economic development, and the political economy of policy reform.
  • 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: Kenneth Rogoff
Triple: [Macroeconomic Policy in a World Economy, author, Kenneth Rogoff]
Generated description
Kenneth Rogoff is an American economist and Harvard professor known for his influential work on international finance, monetary policy, and financial crises, and for serving as chief economist of the International Monetary Fund.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kenneth Rogoff
Target entity description: Kenneth Rogoff is an American economist and Harvard professor known for his influential work on international finance, monetary policy, and financial crises, and for serving as chief economist of the International Monetary Fund.
  • A. Simon Johnson
    Simon Johnson is an economist known for his work on financial crises, institutions, and economic development, and for co-authoring influential books such as "Why Nations Fail" with Daron Acemoglu.
  • B. Maurice Obstfeld
    Maurice Obstfeld is a prominent American economist known for his influential work in international macroeconomics and for serving as Chief Economist at the International Monetary Fund.
  • C. Robert J. Barro
    Robert J. Barro is a prominent American macroeconomist known for his influential work on rational expectations, public debt, and economic growth.
  • D. David Romer
    David Romer is an influential American macroeconomist known for his work on New Keynesian economics, advanced macroeconomic theory, and widely used graduate-level textbooks.
  • E. Dani Rodrik
    Dani Rodrik is a prominent Turkish economist known for his influential work on globalization, economic development, and the political economy of policy reform.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a585795c8190aa8a5edf0d99b47f completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4580c9f7481908a45e6c098c06378 completed May 1, 2026, 7:36 a.m.
NEDg Description generation batch_69f45b1b59988190a959b62d54d990e3 completed May 1, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69f45f913ac08190a10857fcfc7933bd completed May 1, 2026, 8:08 a.m.
Created at: April 8, 2026, 9:42 p.m.