Triple
T1432403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dilip Hiro |
E30476
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
After Empire: The Birth of a Multipolar World
After Empire: The Birth of a Multipolar World is a geopolitical analysis book by Dilip Hiro that examines the decline of U.S. unipolar dominance and the emergence of a more balanced, multipolar international order.
|
E163791
|
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: After Empire: The Birth of a Multipolar World | Statement: [Dilip Hiro, notableWork, After Empire: The Birth of a Multipolar World]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: After Empire: The Birth of a Multipolar World Context triple: [Dilip Hiro, notableWork, After Empire: The Birth of a Multipolar World]
-
A.
The Clash of Civilizations and the Remaking of World Order
The Clash of Civilizations and the Remaking of World Order is a 1996 political science book by Samuel P. Huntington that argues future global conflicts will be driven primarily by cultural and civilizational differences rather than ideological or economic ones.
-
B.
After Hegemony: Cooperation and Discord in the World Political Economy
After Hegemony: Cooperation and Discord in the World Political Economy is a seminal work of neoliberal institutionalist theory in international relations that explains how states achieve cooperation through international institutions even in the absence of a dominant hegemonic power.
-
C.
After the Apocalypse: America’s Role in a World Transformed
"After the Apocalypse: America’s Role in a World Transformed" is a nonfiction book by historian and former Army officer Andrew Bacevich that critiques U.S. foreign policy and argues for a fundamental rethinking of America’s global role in the wake of recent crises.
-
D.
In the Shadows of the American Century: The Rise and Decline of U.S. Global Power
*In the Shadows of the American Century: The Rise and Decline of U.S. Global Power* is a historical and geopolitical study that examines how the United States built its global dominance and why that power is now in relative decline.
-
E.
The Collapse of Globalism and the Reinvention of the World
The Collapse of Globalism and the Reinvention of the World is a non-fiction book by Canadian philosopher John Ralston Saul that critiques economic globalization and explores emerging alternatives for organizing political and social life.
- 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: After Empire: The Birth of a Multipolar World Triple: [Dilip Hiro, notableWork, After Empire: The Birth of a Multipolar World]
Generated description
After Empire: The Birth of a Multipolar World is a geopolitical analysis book by Dilip Hiro that examines the decline of U.S. unipolar dominance and the emergence of a more balanced, multipolar international order.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: After Empire: The Birth of a Multipolar World Target entity description: After Empire: The Birth of a Multipolar World is a geopolitical analysis book by Dilip Hiro that examines the decline of U.S. unipolar dominance and the emergence of a more balanced, multipolar international order.
-
A.
The Clash of Civilizations and the Remaking of World Order
The Clash of Civilizations and the Remaking of World Order is a 1996 political science book by Samuel P. Huntington that argues future global conflicts will be driven primarily by cultural and civilizational differences rather than ideological or economic ones.
-
B.
After Hegemony: Cooperation and Discord in the World Political Economy
After Hegemony: Cooperation and Discord in the World Political Economy is a seminal work of neoliberal institutionalist theory in international relations that explains how states achieve cooperation through international institutions even in the absence of a dominant hegemonic power.
-
C.
After the Apocalypse: America’s Role in a World Transformed
"After the Apocalypse: America’s Role in a World Transformed" is a nonfiction book by historian and former Army officer Andrew Bacevich that critiques U.S. foreign policy and argues for a fundamental rethinking of America’s global role in the wake of recent crises.
-
D.
In the Shadows of the American Century: The Rise and Decline of U.S. Global Power
*In the Shadows of the American Century: The Rise and Decline of U.S. Global Power* is a historical and geopolitical study that examines how the United States built its global dominance and why that power is now in relative decline.
-
E.
The Collapse of Globalism and the Reinvention of the World
The Collapse of Globalism and the Reinvention of the World is a non-fiction book by Canadian philosopher John Ralston Saul that critiques economic globalization and explores emerging alternatives for organizing political and social life.
- 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_69a498fc69ec8190b61722bd4b67c4d2 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4ddbe208190a68cb000a6970d17 |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad016bf2608190a675cbd42e474082 |
completed | March 8, 2026, 4:56 a.m. |
| NEDg | Description generation | batch_69ad0294353081908e29735d1b83f2cc |
completed | March 8, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad02f6bf288190bcb785762d14787c |
completed | March 8, 2026, 5:02 a.m. |
Created at: March 1, 2026, 8 p.m.