Triple
T4242114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peterson Institute for International Economics |
E95436
|
entity |
| Predicate | hasNotableScholar |
P21690
|
FINISHED |
| Object |
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.
|
E425281
|
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: C. Fred Bergsten | Statement: [Peterson Institute for International Economics, hasNotableScholar, C. Fred Bergsten]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: C. Fred Bergsten Context triple: [Peterson Institute for International Economics, hasNotableScholar, C. Fred Bergsten]
-
A.
Walter H. Shorenstein
Walter H. Shorenstein was a prominent American real estate developer and philanthropist known for his influential role in Democratic politics and major support of academic and public policy institutions.
-
B.
Joseph S. Nye Jr.
Joseph S. Nye Jr. is an American political scientist best known for developing the concept of "soft power" and for his influential work in international relations theory and U.S. foreign policy.
-
C.
Christopher Nourse
Christopher Nourse is a British arts administrator and producer known for his leadership roles in major dance and performing arts organizations.
-
D.
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.
-
E.
G. John Ikenberry
G. John Ikenberry is a prominent American political scientist and international relations scholar best known for his work on liberal internationalism, the liberal world order, and U.S. foreign policy.
- 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: C. Fred Bergsten Triple: [Peterson Institute for International Economics, hasNotableScholar, C. Fred Bergsten]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: C. Fred Bergsten Target entity description: 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.
-
A.
Walter H. Shorenstein
Walter H. Shorenstein was a prominent American real estate developer and philanthropist known for his influential role in Democratic politics and major support of academic and public policy institutions.
-
B.
Joseph S. Nye Jr.
Joseph S. Nye Jr. is an American political scientist best known for developing the concept of "soft power" and for his influential work in international relations theory and U.S. foreign policy.
-
C.
Christopher Nourse
Christopher Nourse is a British arts administrator and producer known for his leadership roles in major dance and performing arts organizations.
-
D.
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.
-
E.
G. John Ikenberry
G. John Ikenberry is a prominent American political scientist and international relations scholar best known for his work on liberal internationalism, the liberal world order, and U.S. foreign policy.
- 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_69b5a872fd6881908a3fbe37e7c35c92 |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a8e024a081909e7ecbe969793281 |
completed | March 14, 2026, 6:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5acefd1f881908226ff68a741552b |
completed | March 14, 2026, 6:46 p.m. |
Created at: March 12, 2026, 11:05 p.m.