Triple
T19209775
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | @Nouriel |
E480324
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Roubini Macro Associates |
—
|
NE NERFINISHED |
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 Macro Associates | Statement: [@Nouriel, relatedTo, Roubini Macro Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roubini Macro Associates Context triple: [@Nouriel, relatedTo, Roubini Macro Associates]
-
A.
Roubini Global Economics
chosen
Roubini Global Economics is a financial and economic research and advisory firm known for its macroeconomic analysis and market forecasts.
-
B.
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.
-
C.
Paulson & Co.
Paulson & Co. is a New York-based hedge fund firm best known for its highly profitable bets against the U.S. subprime mortgage market during the 2007–2008 financial crisis.
-
D.
Laffer Associates
Laffer Associates is an economic research and consulting firm known for its work on supply-side economics and fiscal policy analysis.
-
E.
Oliver Wyman
Oliver Wyman is a global management consulting firm known for its expertise in strategy, risk management, and organizational transformation across multiple industries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 10, 2026, 1:21 p.m.