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.