Triple

T539452
Position Surface form Disambiguated ID Type / Status
Subject Dassault Mirage 2000 E12396 entity
Predicate operator P179 FINISHED
Object Royal Moroccan Air Force
The Royal Moroccan Air Force is the aerial warfare branch of Morocco’s armed forces, responsible for defending the nation’s airspace and conducting air operations using a mix of Western and locally supported aircraft.
 E68369 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: Royal Moroccan Air Force | Statement: [Dassault Mirage 2000, operator, Royal Moroccan Air Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Royal Moroccan Air Force
Context triple: [Dassault Mirage 2000, operator, Royal Moroccan Air Force]
  • A. United Arab Emirates Air Force
    The United Arab Emirates Air Force is the aerial warfare branch of the UAE’s armed forces, known for operating a modern, multinational fleet of combat aircraft and playing a key role in the country’s defense and regional security operations.
  • B. Qatar Emiri Air Force
    The Qatar Emiri Air Force is the aerial warfare branch of Qatar’s military, operating a modern fleet of transport, fighter, and training aircraft to defend the nation’s airspace and support regional security.
  • C. Egyptian Air Force
    The Egyptian Air Force is the aerial warfare branch of Egypt’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
  • D. Royal Air Maroc
    Royal Air Maroc is the flag carrier airline of Morocco, operating an extensive network of flights across Africa, Europe, the Americas, and the Middle East from its main hub in Casablanca.
  • E. Kuwait Air Force
    The Kuwait Air Force is the aerial warfare branch of Kuwait's military, responsible for defending the nation's airspace and providing air support using a mix of modern combat and transport aircraft.
  • 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: Royal Moroccan Air Force
Triple: [Dassault Mirage 2000, operator, Royal Moroccan Air Force]
Generated description
The Royal Moroccan Air Force is the aerial warfare branch of Morocco’s armed forces, responsible for defending the nation’s airspace and conducting air operations using a mix of Western and locally supported aircraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Royal Moroccan Air Force
Target entity description: The Royal Moroccan Air Force is the aerial warfare branch of Morocco’s armed forces, responsible for defending the nation’s airspace and conducting air operations using a mix of Western and locally supported aircraft.
  • A. United Arab Emirates Air Force
    The United Arab Emirates Air Force is the aerial warfare branch of the UAE’s armed forces, known for operating a modern, multinational fleet of combat aircraft and playing a key role in the country’s defense and regional security operations.
  • B. Qatar Emiri Air Force
    The Qatar Emiri Air Force is the aerial warfare branch of Qatar’s military, operating a modern fleet of transport, fighter, and training aircraft to defend the nation’s airspace and support regional security.
  • C. Egyptian Air Force
    The Egyptian Air Force is the aerial warfare branch of Egypt’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
  • D. Royal Air Maroc
    Royal Air Maroc is the flag carrier airline of Morocco, operating an extensive network of flights across Africa, Europe, the Americas, and the Middle East from its main hub in Casablanca.
  • E. Kuwait Air Force
    The Kuwait Air Force is the aerial warfare branch of Kuwait's military, responsible for defending the nation's airspace and providing air support using a mix of modern combat and transport aircraft.
  • 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_69a4933208e88190891f5debab1b776d completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a496dd31c88190b3114805aa31931c completed March 1, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4d0403b248190a94b44b6073c500b completed March 1, 2026, 11:48 p.m.
NEDg Description generation batch_69a4d0aefa00819087320c7df48d8998 completed March 1, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69a4d130c6f081909b628aeafd2fc319 completed March 1, 2026, 11:52 p.m.
Created at: March 1, 2026, 7:32 p.m.