Triple

T11063864
Position Surface form Disambiguated ID Type / Status
Subject Rashid Khalidi E261571 entity
Predicate notableWork P4 FINISHED
Object Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East
Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East is a political history and critique by Rashid Khalidi that argues U.S. policy has consistently obstructed a just resolution to the Israeli-Palestinian conflict.
E903099 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: Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East | Statement: [Rashid Khalidi, notableWork, Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East
Context triple: [Rashid Khalidi, notableWork, Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East]
  • A. Myths, Illusions, and Peace: Finding a New Direction for America in the Middle East
    "Myths, Illusions, and Peace: Finding a New Direction for America in the Middle East" is a policy-focused book by veteran U.S. diplomat Dennis Ross that critiques prevailing misconceptions about the Arab-Israeli conflict and proposes a pragmatic framework for American engagement in the region.
  • B. The Missing Peace: The Inside Story of the Fight for Middle East Peace
    "The Missing Peace: The Inside Story of the Fight for Middle East Peace" is a memoir and diplomatic history by U.S. negotiator Dennis Ross that provides an insider account of the Arab–Israeli peace process in the late 20th and early 21st centuries.
  • 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. Quartet on the Middle East
    The Quartet on the Middle East is an international diplomatic group—comprising the United Nations, the United States, the European Union, and Russia—formed to mediate and support the Israeli–Palestinian peace process.
  • E. Knowing Too Much: Why the American Jewish Romance with Israel Is Coming to an End
    "Knowing Too Much: Why the American Jewish Romance with Israel Is Coming to an End" is a critical work by Norman Finkelstein arguing that growing awareness of Israel’s policies has eroded traditional American Jewish support for the Israeli state.
  • 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: Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East
Triple: [Rashid Khalidi, notableWork, Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East]
Generated description
Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East is a political history and critique by Rashid Khalidi that argues U.S. policy has consistently obstructed a just resolution to the Israeli-Palestinian conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East
Target entity description: Brokers of Deceit: How the U.S. Has Undermined Peace in the Middle East is a political history and critique by Rashid Khalidi that argues U.S. policy has consistently obstructed a just resolution to the Israeli-Palestinian conflict.
  • A. Myths, Illusions, and Peace: Finding a New Direction for America in the Middle East
    "Myths, Illusions, and Peace: Finding a New Direction for America in the Middle East" is a policy-focused book by veteran U.S. diplomat Dennis Ross that critiques prevailing misconceptions about the Arab-Israeli conflict and proposes a pragmatic framework for American engagement in the region.
  • B. The Missing Peace: The Inside Story of the Fight for Middle East Peace
    "The Missing Peace: The Inside Story of the Fight for Middle East Peace" is a memoir and diplomatic history by U.S. negotiator Dennis Ross that provides an insider account of the Arab–Israeli peace process in the late 20th and early 21st centuries.
  • 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. Quartet on the Middle East
    The Quartet on the Middle East is an international diplomatic group—comprising the United Nations, the United States, the European Union, and Russia—formed to mediate and support the Israeli–Palestinian peace process.
  • E. Knowing Too Much: Why the American Jewish Romance with Israel Is Coming to an End
    "Knowing Too Much: Why the American Jewish Romance with Israel Is Coming to an End" is a critical work by Norman Finkelstein arguing that growing awareness of Israel’s policies has eroded traditional American Jewish support for the Israeli state.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798ed07f88190bf501d9f63386ada completed April 9, 2026, 12:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c8977f98819082dec025e92782da completed April 18, 2026, 6:08 p.m.
NEDg Description generation batch_69e3cadf271081908d2b794a4288892a completed April 18, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69e3cf1f508c81909b4ca8131b7fc9ee completed April 18, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:26 p.m.