Triple

T8386885
Position Surface form Disambiguated ID Type / Status
Subject Elliott Abrams E197837 entity
Predicate notableWork P4 FINISHED
Object book "Realism and Democracy: American Foreign Policy after the Arab Spring"
"Realism and Democracy: American Foreign Policy after the Arab Spring" is a book by Elliott Abrams that analyzes U.S. foreign policy in the Middle East and argues for a realist approach that still actively supports the spread of democracy.
E730068 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: book "Realism and Democracy: American Foreign Policy after the Arab Spring" | Statement: [Elliott Abrams, notableWork, book "Realism and Democracy: American Foreign Policy after the Arab Spring"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: book "Realism and Democracy: American Foreign Policy after the Arab Spring"
Context triple: [Elliott Abrams, notableWork, book "Realism and Democracy: American Foreign Policy after the Arab Spring"]
  • A. The Arab Awakening
    The Arab Awakening is a seminal historical study by George Antonius that traces the origins and development of modern Arab nationalism in the late Ottoman and early Mandate periods.
  • B. 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.
  • C. 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.
  • D. A Foreign Policy of Freedom
    A Foreign Policy of Freedom is a collection of Ron Paul’s speeches and writings that critiques U.S. interventionism and advocates a non-interventionist, constitutional approach to American foreign policy.
  • E. Field Notes on Democracy
    Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
  • 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: book "Realism and Democracy: American Foreign Policy after the Arab Spring"
Triple: [Elliott Abrams, notableWork, book "Realism and Democracy: American Foreign Policy after the Arab Spring"]
Generated description
"Realism and Democracy: American Foreign Policy after the Arab Spring" is a book by Elliott Abrams that analyzes U.S. foreign policy in the Middle East and argues for a realist approach that still actively supports the spread of democracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: book "Realism and Democracy: American Foreign Policy after the Arab Spring"
Target entity description: "Realism and Democracy: American Foreign Policy after the Arab Spring" is a book by Elliott Abrams that analyzes U.S. foreign policy in the Middle East and argues for a realist approach that still actively supports the spread of democracy.
  • A. The Arab Awakening
    The Arab Awakening is a seminal historical study by George Antonius that traces the origins and development of modern Arab nationalism in the late Ottoman and early Mandate periods.
  • B. 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.
  • C. 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.
  • D. A Foreign Policy of Freedom
    A Foreign Policy of Freedom is a collection of Ron Paul’s speeches and writings that critiques U.S. interventionism and advocates a non-interventionist, constitutional approach to American foreign policy.
  • E. Field Notes on Democracy
    Field Notes on Democracy is a collection of political essays by Arundhati Roy that critiques contemporary Indian democracy, nationalism, and state power.
  • 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_69ca82f749388190bffbea6dfb509016 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb81076eac8190893813628cacc1aa completed March 31, 2026, 8:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde83aac448190b74f65507170a8f7 completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfafe84819097f387318897dae1 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2a9c2c8190bdbeddad562ef9e8 completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:03 p.m.