Triple

T492620
Position Surface form Disambiguated ID Type / Status
Subject Iraqi no-fly zone enforcement E10221 entity
Predicate hasPart P35 FINISHED
Object Operation Deny Flight over Iraq
Operation Deny Flight over Iraq was a U.S.-led military air campaign conducted after the Gulf War to enforce no-fly zones over Iraqi territory and restrict the Iraqi regime’s use of its airspace.
E10221 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: Operation Deny Flight over Iraq | Statement: [Iraqi no-fly zone enforcement, hasPart, Operation Deny Flight over Iraq]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Deny Flight over Iraq
Context triple: [Iraqi no-fly zone enforcement, hasPart, Operation Deny Flight over Iraq]
  • A. Iraqi no-fly zone enforcement
    Iraqi no-fly zone enforcement was a post–Gulf War military operation in which coalition forces, led by the United States and its allies, patrolled and restricted Iraqi airspace to protect Kurdish and Shiite populations and contain Saddam Hussein’s regime.
  • B. Operation Desert Shield
    Operation Desert Shield was the large-scale U.S.-led military buildup and defensive deployment to Saudi Arabia in 1990 that preceded and set the stage for the combat phase of the Gulf War.
  • C. Operation al-Fajr
    Operation al-Fajr was the U.S.-led November 2004 offensive to retake the Iraqi city of Fallujah from insurgent forces during the Iraq War.
  • D. Operation Telic
    Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
  • E. Operation Enduring Freedom
    Operation Enduring Freedom was the U.S.-led global military campaign launched after the September 11, 2001 attacks, primarily targeting al-Qaeda and Taliban forces in Afghanistan and associated terrorist networks worldwide.
  • 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: Operation Deny Flight over Iraq
Triple: [Iraqi no-fly zone enforcement, hasPart, Operation Deny Flight over Iraq]
Generated description
Operation Deny Flight over Iraq was a U.S.-led military air campaign conducted after the Gulf War to enforce no-fly zones over Iraqi territory and restrict the Iraqi regime’s use of its airspace.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Deny Flight over Iraq
Target entity description: Operation Deny Flight over Iraq was a U.S.-led military air campaign conducted after the Gulf War to enforce no-fly zones over Iraqi territory and restrict the Iraqi regime’s use of its airspace.
  • A. Iraqi no-fly zone enforcement chosen
    Iraqi no-fly zone enforcement was a post–Gulf War military operation in which coalition forces, led by the United States and its allies, patrolled and restricted Iraqi airspace to protect Kurdish and Shiite populations and contain Saddam Hussein’s regime.
  • B. Operation Desert Shield
    Operation Desert Shield was the large-scale U.S.-led military buildup and defensive deployment to Saudi Arabia in 1990 that preceded and set the stage for the combat phase of the Gulf War.
  • C. Operation al-Fajr
    Operation al-Fajr was the U.S.-led November 2004 offensive to retake the Iraqi city of Fallujah from insurgent forces during the Iraq War.
  • D. Operation Telic
    Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
  • E. Operation Enduring Freedom
    Operation Enduring Freedom was the U.S.-led global military campaign launched after the September 11, 2001 attacks, primarily targeting al-Qaeda and Taliban forces in Afghanistan and associated terrorist networks worldwide.
  • F. None of above.

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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f0faab4881909f65f172198b5bd2 completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4778126a081909cd49d1274d746e3 completed March 1, 2026, 5:29 p.m.
NEDg Description generation batch_69a4791e0c288190bb709dcab667c543 completed March 1, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_69a4796f64388190801aba3de76c8375 completed March 1, 2026, 5:37 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.