Triple

T1342452
Position Surface form Disambiguated ID Type / Status
Subject Juan Cole E28494 entity
Predicate notableWork P4 FINISHED
Object The New Arabs: How the Millennial Generation is Changing the Middle East
"The New Arabs: How the Millennial Generation is Changing the Middle East" is a nonfiction book by historian Juan Cole that analyzes how young people, digital media, and grassroots activism are reshaping politics and society across the Arab world.
E154007 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: The New Arabs: How the Millennial Generation is Changing the Middle East | Statement: [Juan Cole, notableWork, The New Arabs: How the Millennial Generation is Changing the Middle East]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The New Arabs: How the Millennial Generation is Changing the Middle East
Context triple: [Juan Cole, notableWork, The New Arabs: How the Millennial Generation is Changing the Middle East]
  • A. Women of the Arab Spring
    Women of the Arab Spring are the activists, protesters, and leaders across Arab countries who played pivotal roles in the 2010–2011 uprisings for freedom, dignity, and social justice.
  • B. Crossing Mandelbaum Gate: Coming of Age Between the Arabs and Israelis, 1956–1978
    Crossing Mandelbaum Gate: Coming of Age Between the Arabs and Israelis, 1956–1978 is a memoir by historian Kai Bird recounting his youth in the Middle East amid the Arab-Israeli conflict, blending personal narrative with political and historical reflection.
  • C. All the Shah’s Men: An American Coup and the Roots of Middle East Terror
    "All the Shah’s Men: An American Coup and the Roots of Middle East Terror" is a historical nonfiction book that examines the 1953 CIA-backed overthrow of Iran’s Prime Minister Mohammad Mossadegh and its long-term consequences for U.S.–Middle East relations.
  • D. Islamization of North Africa
    The Islamization of North Africa was the historical process, beginning in the 7th century, through which Arab-Muslim conquests and subsequent cultural, religious, and linguistic changes transformed the predominantly Berber and Romanized Christian region into a largely Islamic and Arabic-speaking society.
  • E. Once Upon a Country: A Palestinian Life
    Once Upon a Country: A Palestinian Life is a memoir by Palestinian philosopher and political figure Sari Nusseibeh that intertwines his personal story with the modern political and social history of Palestine.
  • 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: The New Arabs: How the Millennial Generation is Changing the Middle East
Triple: [Juan Cole, notableWork, The New Arabs: How the Millennial Generation is Changing the Middle East]
Generated description
"The New Arabs: How the Millennial Generation is Changing the Middle East" is a nonfiction book by historian Juan Cole that analyzes how young people, digital media, and grassroots activism are reshaping politics and society across the Arab world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The New Arabs: How the Millennial Generation is Changing the Middle East
Target entity description: "The New Arabs: How the Millennial Generation is Changing the Middle East" is a nonfiction book by historian Juan Cole that analyzes how young people, digital media, and grassroots activism are reshaping politics and society across the Arab world.
  • A. Women of the Arab Spring
    Women of the Arab Spring are the activists, protesters, and leaders across Arab countries who played pivotal roles in the 2010–2011 uprisings for freedom, dignity, and social justice.
  • B. Crossing Mandelbaum Gate: Coming of Age Between the Arabs and Israelis, 1956–1978
    Crossing Mandelbaum Gate: Coming of Age Between the Arabs and Israelis, 1956–1978 is a memoir by historian Kai Bird recounting his youth in the Middle East amid the Arab-Israeli conflict, blending personal narrative with political and historical reflection.
  • C. All the Shah’s Men: An American Coup and the Roots of Middle East Terror
    "All the Shah’s Men: An American Coup and the Roots of Middle East Terror" is a historical nonfiction book that examines the 1953 CIA-backed overthrow of Iran’s Prime Minister Mohammad Mossadegh and its long-term consequences for U.S.–Middle East relations.
  • D. Islamization of North Africa
    The Islamization of North Africa was the historical process, beginning in the 7th century, through which Arab-Muslim conquests and subsequent cultural, religious, and linguistic changes transformed the predominantly Berber and Romanized Christian region into a largely Islamic and Arabic-speaking society.
  • E. Once Upon a Country: A Palestinian Life
    Once Upon a Country: A Palestinian Life is a memoir by Palestinian philosopher and political figure Sari Nusseibeh that intertwines his personal story with the modern political and social history of Palestine.
  • 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_69a49854eb3481908c7d56b2e449a290 completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c2174d048190a6e9380df302265f completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc632cbc88190a64897f1b101c699 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc6dbd80881908d640ee204ce9a12 completed March 8, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69acc8199f508190a86c18ad9085d341 completed March 8, 2026, 12:51 a.m.
Created at: March 1, 2026, 7:56 p.m.