Triple

T19209626
Position Surface form Disambiguated ID Type / Status
Subject Nouriel Roubini E480321 entity
Predicate founded P104 FINISHED
Object Roubini Global Economics
Roubini Global Economics is a financial and economic research and advisory firm known for its macroeconomic analysis and market forecasts.
E1364913 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: Roubini Global Economics | Statement: [Nouriel Roubini, founded, Roubini Global Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roubini Global Economics
Context triple: [Nouriel Roubini, founded, Roubini Global Economics]
  • A. Nouriel Roubini
    Nouriel Roubini is an Iranian-American economist and New York University professor known for accurately predicting the 2008 global financial crisis and for his often pessimistic macroeconomic forecasts.
  • B. 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.
  • C. Tobias Adrian
    Tobias Adrian is a financial economist known for his work on macro-financial linkages, systemic risk, and monetary policy, including influential research conducted during his tenure at the Federal Reserve Bank of New York and the International Monetary Fund.
  • D. Peter Schiff
    Peter Schiff is an American stock broker, financial commentator, and author known for his bearish views on the U.S. economy and his accurate prediction of the 2008 financial crisis.
  • E. Barry Eichengreen
    Barry Eichengreen is an American economist and historian known for his influential work on international monetary systems, financial crises, and economic history.
  • 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: Roubini Global Economics
Triple: [Nouriel Roubini, founded, Roubini Global Economics]
Generated description
Roubini Global Economics is a financial and economic research and advisory firm known for its macroeconomic analysis and market forecasts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roubini Global Economics
Target entity description: Roubini Global Economics is a financial and economic research and advisory firm known for its macroeconomic analysis and market forecasts.
  • A. Nouriel Roubini
    Nouriel Roubini is an Iranian-American economist and New York University professor known for accurately predicting the 2008 global financial crisis and for his often pessimistic macroeconomic forecasts.
  • B. 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.
  • C. Tobias Adrian
    Tobias Adrian is a financial economist known for his work on macro-financial linkages, systemic risk, and monetary policy, including influential research conducted during his tenure at the Federal Reserve Bank of New York and the International Monetary Fund.
  • D. Peter Schiff
    Peter Schiff is an American stock broker, financial commentator, and author known for his bearish views on the U.S. economy and his accurate prediction of the 2008 financial crisis.
  • E. Barry Eichengreen
    Barry Eichengreen is an American economist and historian known for his influential work on international monetary systems, financial crises, and economic history.
  • 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_69d8e8cb8c348190b52075823911c869 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5f9a0d1248190953e36e44f0cafdd completed April 20, 2026, 10:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0700e4e994819080d6767be5e974a3 completed May 15, 2026, 11:17 a.m.
NEDg Description generation batch_6a07029b7580819090126480b5b1213f completed May 15, 2026, 11:25 a.m.
NED2 Entity disambiguation (via description) batch_6a07030deef08190a582bb6f956ef381 completed May 15, 2026, 11:27 a.m.
Created at: April 10, 2026, 1:20 p.m.