Triple
T6824805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aijaz Ahmad |
E156986
|
entity |
| Predicate | wrote |
P2831
|
FINISHED |
| Object |
Iraq, Afghanistan and the Imperialism of Our Time
"Iraq, Afghanistan and the Imperialism of Our Time" is a political analysis book by Marxist critic Aijaz Ahmad that examines U.S.-led wars in the Middle East as expressions of contemporary imperialism.
|
E622323
|
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: Iraq, Afghanistan and the Imperialism of Our Time | Statement: [Aijaz Ahmad, wrote, Iraq, Afghanistan and the Imperialism of Our Time]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iraq, Afghanistan and the Imperialism of Our Time Context triple: [Aijaz Ahmad, wrote, Iraq, Afghanistan and the Imperialism of Our Time]
-
A.
Iraq, Vietnam, and the Limits of American Power
"Iraq, Vietnam, and the Limits of American Power" is a historical and political analysis by Robert K. Brigham that compares the U.S. interventions in Iraq and Vietnam to examine the constraints on American military and foreign policy.
-
B.
Blowback: The Costs and Consequences of American Empire
Blowback: The Costs and Consequences of American Empire is a nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic interventions abroad generate unintended and often violent repercussions.
-
C.
The Occupation: War and Resistance in Iraq
The Occupation: War and Resistance in Iraq is a non-fiction book by journalist Patrick Cockburn that offers a detailed, on-the-ground account and critique of the U.S.-led invasion and subsequent insurgency in Iraq.
-
D.
America’s War for the Greater Middle East: A Military History
America’s War for the Greater Middle East: A Military History is a critical historical analysis that traces and critiques the United States’ military involvement in the Greater Middle East from the late 20th century onward.
-
E.
The New American Militarism: How Americans Are Seduced by War
The New American Militarism: How Americans Are Seduced by War is a critical examination of how U.S. culture, politics, and religion have combined to normalize and glorify military power in American life and 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: Iraq, Afghanistan and the Imperialism of Our Time Triple: [Aijaz Ahmad, wrote, Iraq, Afghanistan and the Imperialism of Our Time]
Generated description
"Iraq, Afghanistan and the Imperialism of Our Time" is a political analysis book by Marxist critic Aijaz Ahmad that examines U.S.-led wars in the Middle East as expressions of contemporary imperialism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iraq, Afghanistan and the Imperialism of Our Time Target entity description: "Iraq, Afghanistan and the Imperialism of Our Time" is a political analysis book by Marxist critic Aijaz Ahmad that examines U.S.-led wars in the Middle East as expressions of contemporary imperialism.
-
A.
Iraq, Vietnam, and the Limits of American Power
"Iraq, Vietnam, and the Limits of American Power" is a historical and political analysis by Robert K. Brigham that compares the U.S. interventions in Iraq and Vietnam to examine the constraints on American military and foreign policy.
-
B.
Blowback: The Costs and Consequences of American Empire
Blowback: The Costs and Consequences of American Empire is a nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic interventions abroad generate unintended and often violent repercussions.
-
C.
The Occupation: War and Resistance in Iraq
The Occupation: War and Resistance in Iraq is a non-fiction book by journalist Patrick Cockburn that offers a detailed, on-the-ground account and critique of the U.S.-led invasion and subsequent insurgency in Iraq.
-
D.
America’s War for the Greater Middle East: A Military History
America’s War for the Greater Middle East: A Military History is a critical historical analysis that traces and critiques the United States’ military involvement in the Greater Middle East from the late 20th century onward.
-
E.
The New American Militarism: How Americans Are Seduced by War
The New American Militarism: How Americans Are Seduced by War is a critical examination of how U.S. culture, politics, and religion have combined to normalize and glorify military power in American life and 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_69c6882a5b5c8190917a7db9ed36bad1 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d581ea5881908ba78c6bf1ce58ee |
completed | March 27, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723ee0e94819095a678e1073869d5 |
completed | March 28, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69c7254674008190972b4f8619b28776 |
completed | March 28, 2026, 12:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c725be2ad881908e97017baabbd854 |
completed | March 28, 2026, 12:50 a.m. |
Created at: March 27, 2026, 2:18 p.m.