Triple
T15159870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Gertler |
E362179
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
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.
|
E1140767
|
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: Tobias Adrian | Statement: [Mark Gertler, coAuthor, Tobias Adrian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tobias Adrian Context triple: [Mark Gertler, coAuthor, Tobias Adrian]
-
A.
Stanley Fischer
Stanley Fischer is an influential Israeli-American economist and policymaker known for his work in macroeconomics and New Keynesian theory, as well as for serving in top roles at the IMF, World Bank, Bank of Israel, and the U.S. Federal Reserve.
-
B.
Michael D. Bordo
Michael D. Bordo is an economic historian known for his influential research on monetary history and policy, often focusing on financial crises and the evolution of central banking.
-
C.
Maurice Obstfeld
Maurice Obstfeld is a prominent American economist known for his influential work in international macroeconomics and for serving as Chief Economist at the International Monetary Fund.
-
D.
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.
-
E.
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.
- 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: Tobias Adrian Triple: [Mark Gertler, coAuthor, Tobias Adrian]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tobias Adrian Target entity description: 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.
-
A.
Stanley Fischer
Stanley Fischer is an influential Israeli-American economist and policymaker known for his work in macroeconomics and New Keynesian theory, as well as for serving in top roles at the IMF, World Bank, Bank of Israel, and the U.S. Federal Reserve.
-
B.
Michael D. Bordo
Michael D. Bordo is an economic historian known for his influential research on monetary history and policy, often focusing on financial crises and the evolution of central banking.
-
C.
Maurice Obstfeld
Maurice Obstfeld is a prominent American economist known for his influential work in international macroeconomics and for serving as Chief Economist at the International Monetary Fund.
-
D.
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.
-
E.
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.
- 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0060dd71881908ecc4a4f52d438a5 |
completed | April 15, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69febffaa4b88190aab36fdae057e6d2 |
completed | May 9, 2026, 5:02 a.m. |
| NEDg | Description generation | batch_69fec23c83ac819087633c0f64e50506 |
completed | May 9, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fec2f95a408190850e4d81839822ba |
completed | May 9, 2026, 5:15 a.m. |
Created at: April 10, 2026, 3:08 a.m.