Triple

T11750117
Position Surface form Disambiguated ID Type / Status
Subject Soko G-4 Super Galeb E279382 entity
Predicate primaryUser P2090 FINISHED
Object Serbian Air Force and Air Defence
The Serbian Air Force and Air Defence is the air warfare and air defense branch of the Serbian Armed Forces, responsible for protecting the country’s airspace and providing aerial support to its military operations.
 E944874 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: Serbian Air Force and Air Defence | Statement: [Soko G-4 Super Galeb, primaryUser, Serbian Air Force and Air Defence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Serbian Air Force and Air Defence
Context triple: [Soko G-4 Super Galeb, primaryUser, Serbian Air Force and Air Defence]
  • A. Air Force of Serbia and Montenegro
    The Air Force of Serbia and Montenegro was the joint aerial warfare branch of the State Union of Serbia and Montenegro that operated after the breakup of Yugoslavia until the country's dissolution in 2006.
  • B. Bosnian Air Force and Air Defense
    The Bosnian Air Force and Air Defense is the aerial warfare and air defense branch responsible for protecting the airspace of Bosnia and Herzegovina.
  • C. Ministry of Defence of Serbia
    The Ministry of Defence of Serbia is the government body responsible for formulating and implementing the country's defense policy and overseeing the Serbian Armed Forces.
  • D. Yugoslav Air Force
    The Yugoslav Air Force was the aerial warfare branch of socialist Yugoslavia’s armed forces, operating a mix of domestically produced and imported aircraft throughout the Cold War until the country’s dissolution.
  • E. Macedonian Air Force
    The Macedonian Air Force is the air warfare branch of North Macedonia’s armed forces, responsible for the country’s aerial defense, transport, and support operations.
  • 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: Serbian Air Force and Air Defence
Triple: [Soko G-4 Super Galeb, primaryUser, Serbian Air Force and Air Defence]
Generated description
The Serbian Air Force and Air Defence is the air warfare and air defense branch of the Serbian Armed Forces, responsible for protecting the country’s airspace and providing aerial support to its military operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Serbian Air Force and Air Defence
Target entity description: The Serbian Air Force and Air Defence is the air warfare and air defense branch of the Serbian Armed Forces, responsible for protecting the country’s airspace and providing aerial support to its military operations.
  • A. Air Force of Serbia and Montenegro
    The Air Force of Serbia and Montenegro was the joint aerial warfare branch of the State Union of Serbia and Montenegro that operated after the breakup of Yugoslavia until the country's dissolution in 2006.
  • B. Bosnian Air Force and Air Defense
    The Bosnian Air Force and Air Defense is the aerial warfare and air defense branch responsible for protecting the airspace of Bosnia and Herzegovina.
  • C. Ministry of Defence of Serbia
    The Ministry of Defence of Serbia is the government body responsible for formulating and implementing the country's defense policy and overseeing the Serbian Armed Forces.
  • D. Yugoslav Air Force
    The Yugoslav Air Force was the aerial warfare branch of socialist Yugoslavia’s armed forces, operating a mix of domestically produced and imported aircraft throughout the Cold War until the country’s dissolution.
  • E. Macedonian Air Force
    The Macedonian Air Force is the air warfare branch of North Macedonia’s armed forces, responsible for the country’s aerial defense, transport, and support operations.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a508b0c4819082fbcc27d559ea2f completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f01a13550081909a26f57b30d68e03 completed April 28, 2026, 2:23 a.m.
NEDg Description generation batch_69f0319622c48190bee6c906f08c0a8c completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05ad36e4c8190b7239e5b33713369 completed April 28, 2026, 6:59 a.m.
Created at: April 8, 2026, 9:41 p.m.