Triple
T20352086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sendhil Mullainathan |
E496036
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object | Andrei Shleifer |
—
|
NE NERFINISHED |
How this triple was built (3 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: Andrei Shleifer | Statement: [Sendhil Mullainathan, coAuthor, Andrei Shleifer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrei Shleifer Context triple: [Sendhil Mullainathan, coAuthor, Andrei Shleifer]
-
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.
Barry Eichengreen
Barry Eichengreen is an American economist and historian known for his influential work on international monetary systems, financial crises, and economic history.
-
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.
Alex Edmans
Alex Edmans is a British economist and finance professor known for his research on corporate governance, responsible business, and the long-term impact of environmental, social, and governance (ESG) factors on firm value.
-
E.
Willem Buiter
Willem Buiter is a prominent Dutch-American economist known for his work in monetary policy and financial stability, and for serving as chief economist at Citigroup and as a member of the Bank of England’s Monetary Policy Committee.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrei Shleifer Target entity description: Andrei Shleifer is a prominent Russian-American economist known for his influential work in behavioral finance, law and finance, and the economics of transition.
-
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.
Barry Eichengreen
Barry Eichengreen is an American economist and historian known for his influential work on international monetary systems, financial crises, and economic history.
-
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.
Alex Edmans
Alex Edmans is a British economist and finance professor known for his research on corporate governance, responsible business, and the long-term impact of environmental, social, and governance (ESG) factors on firm value.
-
E.
Willem Buiter
Willem Buiter is a prominent Dutch-American economist known for his work in monetary policy and financial stability, and for serving as chief economist at Citigroup and as a member of the Bank of England’s Monetary Policy Committee.
- F. None of above. chosen
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_69e0b4a3f7f48190b37f354574028ca6 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67850ace48190b19aff5780fef7e8 |
completed | April 20, 2026, 7:02 p.m. |
Created at: April 16, 2026, 11:25 a.m.