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.