Triple
T1522035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Shock Doctrine |
E32249
|
entity |
| Predicate | caseStudy |
P2398
|
FINISHED |
| Object | Iraq War and post-invasion reconstruction |
E3825
|
NE FINISHED |
How this triple was built (2 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 War and post-invasion reconstruction | Statement: [The Shock Doctrine, caseStudy, Iraq War and post-invasion reconstruction]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iraq War and post-invasion reconstruction Context triple: [The Shock Doctrine, caseStudy, Iraq War and post-invasion reconstruction]
-
A.
Iraq War
chosen
The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
-
B.
United States Armed Forces leadership during the Iraq War
The United States Armed Forces leadership during the Iraq War comprised the senior military commanders and defense officials responsible for planning, directing, and overseeing U.S. military operations and strategy in Iraq from 2003 onward.
-
C.
Iraq disarmament crisis of the 1990s
The Iraq disarmament crisis of the 1990s was a prolonged standoff between Iraq and the United Nations over weapons inspections and compliance with disarmament obligations imposed after the Gulf War.
-
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.
Global War on Terrorism
The Global War on Terrorism is a broad, U.S.-led international military and political campaign launched after the September 11, 2001 attacks to combat terrorist organizations and the states that support them.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a885e9b0ac819093a9806ad0efc82c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61dc6ab881908b22aa7a5295bf21 |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad294f9e2481909f1d685d7f083c6a |
completed | March 8, 2026, 7:46 a.m. |
Created at: March 4, 2026, 7:26 p.m.