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.