Triple

T314048
Position Surface form Disambiguated ID Type / Status
Subject Leopard 2 E7668 entity
Predicate usedBy P260 FINISHED
Object Qatar Armed Forces
The Qatar Armed Forces are the military forces of the State of Qatar, responsible for national defense and regional security, and equipped with a mix of modern Western and other international weaponry.
 E40715 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: Qatar Armed Forces | Statement: [Leopard 2, usedBy, Qatar Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qatar Armed Forces
Context triple: [Leopard 2, usedBy, Qatar Armed Forces]
  • A. 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.
  • B. United Arab Emirates Armed Forces
    The United Arab Emirates Armed Forces are the unified military forces of the UAE, known for their advanced equipment, significant defense spending, and active participation in regional security and coalition operations.
  • C. Qatar Emiri Naval Forces
    The Qatar Emiri Naval Forces are the maritime branch of Qatar’s armed forces, responsible for protecting the nation’s territorial waters, offshore assets, and maritime interests in the Persian Gulf.
  • D. Saudi Armed Forces
    The Saudi Armed Forces are the military forces of the Kingdom of Saudi Arabia, responsible for national defense and regional security and equipped with significant modern weaponry and capabilities.
  • E. Bahrain Defence Force
    The Bahrain Defence Force is the military organization responsible for the defense and security of the Kingdom of Bahrain, encompassing its army, navy, air force, and other armed services.
  • 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: Qatar Armed Forces
Triple: [Leopard 2, usedBy, Qatar Armed Forces]
Generated description
The Qatar Armed Forces are the military forces of the State of Qatar, responsible for national defense and regional security, and equipped with a mix of modern Western and other international weaponry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qatar Armed Forces
Target entity description: The Qatar Armed Forces are the military forces of the State of Qatar, responsible for national defense and regional security, and equipped with a mix of modern Western and other international weaponry.
  • A. 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.
  • B. United Arab Emirates Armed Forces
    The United Arab Emirates Armed Forces are the unified military forces of the UAE, known for their advanced equipment, significant defense spending, and active participation in regional security and coalition operations.
  • C. Qatar Emiri Naval Forces
    The Qatar Emiri Naval Forces are the maritime branch of Qatar’s armed forces, responsible for protecting the nation’s territorial waters, offshore assets, and maritime interests in the Persian Gulf.
  • D. Saudi Armed Forces
    The Saudi Armed Forces are the military forces of the Kingdom of Saudi Arabia, responsible for national defense and regional security and equipped with significant modern weaponry and capabilities.
  • E. Bahrain Defence Force
    The Bahrain Defence Force is the military organization responsible for the defense and security of the Kingdom of Bahrain, encompassing its army, navy, air force, and other armed services.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea4bd6a081909bdb57602c7093b4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3c41a499081909b5aa82432daf96d completed March 1, 2026, 4:44 a.m.
NEDg Description generation batch_69a3c66fb86c8190bb21f860ecb514d8 completed March 1, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69a3c6ef06b081909d41c461b8ad3d56 completed March 1, 2026, 4:56 a.m.
Created at: Feb. 28, 2026, 1:07 p.m.