Triple

T1284891
Position Surface form Disambiguated ID Type / Status
Subject Andrew Bacevich E27411 entity
Predicate hasWritten P2831 FINISHED
Object 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.
E146342 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 the Apocalypse: America’s Role in a World Transformed | Statement: [Andrew Bacevich, hasWritten, After the Apocalypse: America’s Role in a World Transformed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: After the Apocalypse: America’s Role in a World Transformed
Context triple: [Andrew Bacevich, hasWritten, After the Apocalypse: America’s Role in a World Transformed]
  • A. 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.
  • B. 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.
  • C. Upheaval: Turning Points for Nations in Crisis
    Upheaval: Turning Points for Nations in Crisis is a non-fiction book by Jared Diamond that analyzes how modern nations respond to political and social crises by comparing them to personal psychological coping strategies and historical case studies.
  • D. America at Century’s End
    "America at Century’s End" is a work by James R. Schlesinger that analyzes the United States’ strategic, political, and economic challenges as it approached the close of the twentieth century.
  • E. Hegemony or Survival
    Hegemony or Survival is a political analysis book by Noam Chomsky that critiques U.S. foreign policy and argues that American pursuit of global dominance threatens both democracy and human survival.
  • 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 the Apocalypse: America’s Role in a World Transformed
Triple: [Andrew Bacevich, hasWritten, After the Apocalypse: America’s Role in a World Transformed]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: After the Apocalypse: America’s Role in a World Transformed
Target entity description: "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.
  • A. 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.
  • B. 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.
  • C. Upheaval: Turning Points for Nations in Crisis
    Upheaval: Turning Points for Nations in Crisis is a non-fiction book by Jared Diamond that analyzes how modern nations respond to political and social crises by comparing them to personal psychological coping strategies and historical case studies.
  • D. America at Century’s End
    "America at Century’s End" is a work by James R. Schlesinger that analyzes the United States’ strategic, political, and economic challenges as it approached the close of the twentieth century.
  • E. Hegemony or Survival
    Hegemony or Survival is a political analysis book by Noam Chomsky that critiques U.S. foreign policy and argues that American pursuit of global dominance threatens both democracy and human survival.
  • 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_69a496d4ec448190ad653b2590c46711 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0b6dda48190a2e79084adea6ec1 completed March 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca3004b648190a4148b0421699bf9 completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca3a539848190a17e8bd578bc237a completed March 7, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_69aca4158bbc8190bd1f5799715e3e4c completed March 7, 2026, 10:17 p.m.
Created at: March 1, 2026, 7:50 p.m.