Triple
T4928532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nouriel Roubini |
E110634
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object | Roubini Global Economics |
E315158
|
NE FINISHED |
How this triple was built (2 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.
Laffer Associates
chosen
Laffer Associates is an economic research and consulting firm known for its work on supply-side economics and fiscal policy analysis.
-
D.
James Kwak
James Kwak is an American author, law professor, and commentator on economics and public policy, known for his work on the financial crisis and inequality.
-
E.
Robert Shostak
Robert Shostak is a computer scientist known for his foundational work in distributed computing and fault-tolerant consensus, including co-authoring the seminal paper on the Byzantine Generals Problem.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd4415190c8190817bee7ec9f9f944 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7038c12c81908a793b4a8768c28a |
completed | March 20, 2026, 4:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77af13308190b99f3aca0cb44c61 |
completed | March 21, 2026, 10:49 a.m. |
Created at: March 20, 2026, 1:30 p.m.