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.