Triple
T414881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Keynesian economics |
E9569
|
entity |
| Predicate | associatedWithEconomist |
P1481
|
FINISHED |
| Object |
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.
|
E53487
|
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: Stanley Fischer | Statement: [New Keynesian economics, associatedWithEconomist, Stanley Fischer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanley Fischer Context triple: [New Keynesian economics, associatedWithEconomist, Stanley Fischer]
-
A.
James Volcker
James Volcker is the son of former Federal Reserve Chairman Paul A. Volcker.
-
B.
Robert Rubin
Robert Rubin was the husband of pioneering American astronomer Vera Rubin, known for his support of her groundbreaking work on galaxy rotation and dark matter.
-
C.
Roberto Azevêdo
Roberto Azevêdo is a Brazilian diplomat who served as Director-General of the World Trade Organization, playing a key role in global trade negotiations and multilateral trade policy.
-
D.
David Romer
David Romer is an influential American macroeconomist known for his work on New Keynesian economics, advanced macroeconomic theory, and widely used graduate-level textbooks.
-
E.
Janice Volcker
Janice Volcker is a member of the Volcker family, known primarily as the daughter of influential American economist and former Federal Reserve Chairman Paul A. Volcker.
- 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: Stanley Fischer Triple: [New Keynesian economics, associatedWithEconomist, Stanley Fischer]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanley Fischer Target entity description: 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.
-
A.
James Volcker
James Volcker is the son of former Federal Reserve Chairman Paul A. Volcker.
-
B.
Robert Rubin
Robert Rubin was the husband of pioneering American astronomer Vera Rubin, known for his support of her groundbreaking work on galaxy rotation and dark matter.
-
C.
Roberto Azevêdo
Roberto Azevêdo is a Brazilian diplomat who served as Director-General of the World Trade Organization, playing a key role in global trade negotiations and multilateral trade policy.
-
D.
David Romer
David Romer is an influential American macroeconomist known for his work on New Keynesian economics, advanced macroeconomic theory, and widely used graduate-level textbooks.
-
E.
Janice Volcker
Janice Volcker is a member of the Volcker family, known primarily as the daughter of influential American economist and former Federal Reserve Chairman Paul A. Volcker.
- 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_69a2e80111fc8190961d5b7c6154123f |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2f01be4108190b4c13346afd95a03 |
completed | Feb. 28, 2026, 1:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a42a1498808190a3639dedfe8ab5ea |
completed | March 1, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69a42a69729881909d2a549e8601b66a |
completed | March 1, 2026, noon |
| NED2 | Entity disambiguation (via description) | batch_69a42ac5d8f481908b59c72cf3698021 |
completed | March 1, 2026, 12:02 p.m. |
Created at: Feb. 28, 2026, 1:09 p.m.