Triple
T4242117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peterson Institute for International Economics |
E95436
|
entity |
| Predicate | hasNotableScholar |
P21690
|
FINISHED |
| Object |
Gary Clyde Hufbauer
Gary Clyde Hufbauer is an American economist known for his influential work on international trade policy, economic sanctions, and global economic integration.
|
E427084
|
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: Gary Clyde Hufbauer | Statement: [Peterson Institute for International Economics, hasNotableScholar, Gary Clyde Hufbauer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Clyde Hufbauer Context triple: [Peterson Institute for International Economics, hasNotableScholar, Gary Clyde Hufbauer]
-
A.
C. Fred Bergsten
C. Fred Bergsten is an American economist known for his influential work on international trade and finance and for leading the Peterson Institute for International Economics for several decades.
-
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.
Ronald D. Liebowitz
Ronald D. Liebowitz is an American academic leader and former Middlebury College president who serves as the president of Brandeis University.
-
D.
John B. Taylor
John B. Taylor is an American economist best known for formulating the influential Taylor rule for monetary policy and for his contributions to modern macroeconomic and New Keynesian theory.
-
E.
James W. Nye
James W. Nye was a 19th-century American politician who served as the first governor of the Nevada Territory and later as a U.S. senator from Nevada.
- 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: Gary Clyde Hufbauer Triple: [Peterson Institute for International Economics, hasNotableScholar, Gary Clyde Hufbauer]
Generated description
Gary Clyde Hufbauer is an American economist known for his influential work on international trade policy, economic sanctions, and global economic integration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Clyde Hufbauer Target entity description: Gary Clyde Hufbauer is an American economist known for his influential work on international trade policy, economic sanctions, and global economic integration.
-
A.
C. Fred Bergsten
C. Fred Bergsten is an American economist known for his influential work on international trade and finance and for leading the Peterson Institute for International Economics for several decades.
-
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.
Ronald D. Liebowitz
Ronald D. Liebowitz is an American academic leader and former Middlebury College president who serves as the president of Brandeis University.
-
D.
John B. Taylor
John B. Taylor is an American economist best known for formulating the influential Taylor rule for monetary policy and for his contributions to modern macroeconomic and New Keynesian theory.
-
E.
James W. Nye
James W. Nye was a 19th-century American politician who served as the first governor of the Nevada Territory and later as a U.S. senator from Nevada.
- 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_69b3453d91548190b4d4ef8fe52aa2ac |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e891bc08190831187da4f553f48 |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b779a93081909af1abdf664f040f |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b7ffb94c8190b8eeb56de7bb11dd |
completed | March 14, 2026, 7:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b8945f888190adcfa98ba410b6e2 |
completed | March 14, 2026, 7:35 p.m. |
Created at: March 12, 2026, 11:05 p.m.