Triple
T4242118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peterson Institute for International Economics |
E95436
|
entity |
| Predicate | hasNotableScholar |
P21690
|
FINISHED |
| Object |
Jeffrey J. Schott
Jeffrey J. Schott is an American economist and trade policy expert known for his influential work on international trade agreements and his long-standing research role at the Peterson Institute for International Economics.
|
E445034
|
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: Jeffrey J. Schott | Statement: [Peterson Institute for International Economics, hasNotableScholar, Jeffrey J. Schott]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeffrey J. Schott Context triple: [Peterson Institute for International Economics, hasNotableScholar, Jeffrey J. Schott]
-
A.
Bruce H. Mann
Bruce H. Mann is an American legal historian and Harvard Law School professor known for his scholarship on early American legal and economic history and for being married to U.S. Senator Elizabeth Warren.
-
B.
Jeffrey S. Sutton
Jeffrey S. Sutton is a prominent American jurist who serves as a judge on the United States Court of Appeals for the Sixth Circuit and is known for his influential opinions on constitutional law and federalism.
-
C.
Robert D. Wachs
Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
-
D.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
-
E.
Eric D. Schneider
Eric D. Schneider was a scientist and author known for his work on thermodynamics and complex systems, particularly in collaboration with Dorion Sagan.
- 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: Jeffrey J. Schott Triple: [Peterson Institute for International Economics, hasNotableScholar, Jeffrey J. Schott]
Generated description
Jeffrey J. Schott is an American economist and trade policy expert known for his influential work on international trade agreements and his long-standing research role at the Peterson Institute for International Economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeffrey J. Schott Target entity description: Jeffrey J. Schott is an American economist and trade policy expert known for his influential work on international trade agreements and his long-standing research role at the Peterson Institute for International Economics.
-
A.
Bruce H. Mann
Bruce H. Mann is an American legal historian and Harvard Law School professor known for his scholarship on early American legal and economic history and for being married to U.S. Senator Elizabeth Warren.
-
B.
Jeffrey S. Sutton
Jeffrey S. Sutton is a prominent American jurist who serves as a judge on the United States Court of Appeals for the Sixth Circuit and is known for his influential opinions on constitutional law and federalism.
-
C.
Robert D. Wachs
Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
-
D.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
-
E.
Eric D. Schneider
Eric D. Schneider was a scientist and author known for his work on thermodynamics and complex systems, particularly in collaboration with Dorion Sagan.
- 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_69b6721dcf28819080b6a265152059e9 |
completed | March 15, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69b672b5c10481909641c943dda0632c |
completed | March 15, 2026, 8:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6732ae3f88190afb2405dc93c7cd4 |
completed | March 15, 2026, 8:51 a.m. |
Created at: March 12, 2026, 11:05 p.m.