Triple
T445253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert O. Keohane |
E7002
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
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.
|
E58305
|
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: Joseph S. Nye Jr. | Statement: [Robert O. Keohane, coAuthor, Joseph S. Nye Jr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph S. Nye Jr. Context triple: [Robert O. Keohane, coAuthor, Joseph S. Nye Jr.]
-
A.
Robert O. Keohane
Robert O. Keohane is a prominent American political scientist best known for his influential work on international relations theory, particularly neoliberal institutionalism and the role of international institutions in global governance.
-
B.
Samuel P. Huntington
Samuel P. Huntington was an influential American political scientist best known for his theories on civil-military relations, political order, and the "clash of civilizations."
-
C.
Samuel Huntington
Samuel Huntington was an American statesman, jurist, and signer of the Declaration of Independence who played a key leadership role in the early United States government.
-
D.
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.
-
E.
Zbigniew Brzezinski
Zbigniew Brzezinski was a Polish-American political scientist and diplomat who served as U.S. National Security Advisor under President Jimmy Carter and was a leading strategist of Cold War 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: Joseph S. Nye Jr. Triple: [Robert O. Keohane, coAuthor, Joseph S. Nye Jr.]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph S. Nye Jr. Target entity description: 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.
-
A.
Robert O. Keohane
Robert O. Keohane is a prominent American political scientist best known for his influential work on international relations theory, particularly neoliberal institutionalism and the role of international institutions in global governance.
-
B.
Samuel P. Huntington
Samuel P. Huntington was an influential American political scientist best known for his theories on civil-military relations, political order, and the "clash of civilizations."
-
C.
Samuel Huntington
Samuel Huntington was an American statesman, jurist, and signer of the Declaration of Independence who played a key leadership role in the early United States government.
-
D.
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.
-
E.
Zbigniew Brzezinski
Zbigniew Brzezinski was a Polish-American political scientist and diplomat who served as U.S. National Security Advisor under President Jimmy Carter and was a leading strategist of Cold War 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_69a2e7e4676c81909ea0dbdecac0687c |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ef479ec08190a659eead6eb0d4d0 |
completed | Feb. 28, 2026, 1:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4529020888190952a8e8665f501c6 |
completed | March 1, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69a455253cc0819084d9cf850917aa1d |
completed | March 1, 2026, 3:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4557af088819099e7f35f507f8a6c |
completed | March 1, 2026, 3:04 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.