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.