Triple
T5204867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jagdish Bhagwati |
E117484
|
entity |
| Predicate | doctoralAdvisor |
P167
|
FINISHED |
| Object |
Charles P. Kindleberger
Charles P. Kindleberger was an influential American economist and economic historian best known for his work on international finance and financial crises, particularly his analysis of the Great Depression and the theory of hegemonic stability.
|
E503363
|
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: Charles P. Kindleberger | Statement: [Jagdish Bhagwati, doctoralAdvisor, Charles P. Kindleberger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles P. Kindleberger Context triple: [Jagdish Bhagwati, doctoralAdvisor, Charles P. Kindleberger]
-
A.
Allan H. Meltzer
Allan H. Meltzer was an influential American economist known for his extensive work on monetary policy, central banking, and his authoritative history of the Federal Reserve.
-
B.
Alvin Hansen
Alvin Hansen was an influential American economist, often called the "American Keynes," known for popularizing Keynesian economics in the United States and contributing to modern macroeconomic theory.
-
C.
Wesley Clair Mitchell
Wesley Clair Mitchell was an influential American economist and pioneer in the empirical study of business cycles, known for helping establish modern economic research institutions.
-
D.
Hyman Minsky
Hyman Minsky was an American economist best known for his financial instability hypothesis, which explains how periods of economic stability can lead to speculative excess and ultimately financial crises.
-
E.
John Kenneth Galbraith
John Kenneth Galbraith was a prominent 20th-century Canadian-American economist, public intellectual, and author known for his influential critiques of capitalism and corporate power.
- 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: Charles P. Kindleberger Triple: [Jagdish Bhagwati, doctoralAdvisor, Charles P. Kindleberger]
Generated description
Charles P. Kindleberger was an influential American economist and economic historian best known for his work on international finance and financial crises, particularly his analysis of the Great Depression and the theory of hegemonic stability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles P. Kindleberger Target entity description: Charles P. Kindleberger was an influential American economist and economic historian best known for his work on international finance and financial crises, particularly his analysis of the Great Depression and the theory of hegemonic stability.
-
A.
Allan H. Meltzer
Allan H. Meltzer was an influential American economist known for his extensive work on monetary policy, central banking, and his authoritative history of the Federal Reserve.
-
B.
Alvin Hansen
Alvin Hansen was an influential American economist, often called the "American Keynes," known for popularizing Keynesian economics in the United States and contributing to modern macroeconomic theory.
-
C.
Wesley Clair Mitchell
Wesley Clair Mitchell was an influential American economist and pioneer in the empirical study of business cycles, known for helping establish modern economic research institutions.
-
D.
Hyman Minsky
Hyman Minsky was an American economist best known for his financial instability hypothesis, which explains how periods of economic stability can lead to speculative excess and ultimately financial crises.
-
E.
John Kenneth Galbraith
John Kenneth Galbraith was a prominent 20th-century Canadian-American economist, public intellectual, and author known for his influential critiques of capitalism and corporate power.
- 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_69bd4463dd3c81909966123f20b79d57 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a47c3c481909b49313f1bb0af0d |
completed | March 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beefca8a1c81908eec1baa65bb06a3 |
completed | March 21, 2026, 7:21 p.m. |
| NEDg | Description generation | batch_69bef0b1fe9c8190bfc1be621c7c1c76 |
completed | March 21, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef16739148190b9700228be7d07f9 |
completed | March 21, 2026, 7:28 p.m. |
Created at: March 20, 2026, 1:47 p.m.