Triple

T457023
Position Surface form Disambiguated ID Type / Status
Subject Yugoslav Royal Air Force E7254 entity
Predicate successor P78 FINISHED
Object 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.
 E58141 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: Yugoslav Air Force | Statement: [Yugoslav Royal Air Force, successor, Yugoslav Air Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yugoslav Air Force
Context triple: [Yugoslav Royal Air Force, successor, Yugoslav Air Force]
  • A. Yugoslav Royal Air Force
    The Yugoslav Royal Air Force was the aerial warfare branch of the Kingdom of Yugoslavia’s armed forces, active before and during the early stages of World War II.
  • B. Croatian Air Force (WWII)
    The Croatian Air Force (WWII) was the air arm of the Axis-aligned Independent State of Croatia, operating German and Italian aircraft in support of Axis military operations on the Eastern Front and in the Balkans.
  • C. Bulgarian Air Force
    The Bulgarian Air Force is the aerial warfare branch of Bulgaria’s armed forces, responsible for defending the country’s airspace and providing air support to its military operations.
  • D. Swiss Air Force
    The Swiss Air Force is the aerial warfare branch of Switzerland's armed forces, responsible for the country's air defense and sovereignty.
  • E. Armed Forces of the Kingdom of Yugoslavia
    The Armed Forces of the Kingdom of Yugoslavia were the unified military forces of the Yugoslav monarchy that defended the state and its interests between World War I and World War II.
  • 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: Yugoslav Air Force
Triple: [Yugoslav Royal Air Force, successor, Yugoslav Air Force]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yugoslav Air Force
Target entity description: 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.
  • A. Yugoslav Royal Air Force
    The Yugoslav Royal Air Force was the aerial warfare branch of the Kingdom of Yugoslavia’s armed forces, active before and during the early stages of World War II.
  • B. Croatian Air Force (WWII)
    The Croatian Air Force (WWII) was the air arm of the Axis-aligned Independent State of Croatia, operating German and Italian aircraft in support of Axis military operations on the Eastern Front and in the Balkans.
  • C. Bulgarian Air Force
    The Bulgarian Air Force is the aerial warfare branch of Bulgaria’s armed forces, responsible for defending the country’s airspace and providing air support to its military operations.
  • D. Swiss Air Force
    The Swiss Air Force is the aerial warfare branch of Switzerland's armed forces, responsible for the country's air defense and sovereignty.
  • E. Armed Forces of the Kingdom of Yugoslavia
    The Armed Forces of the Kingdom of Yugoslavia were the unified military forces of the Yugoslav monarchy that defended the state and its interests between World War I and World War II.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efa1616481909399f92551a0c9e3 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a452947cd0819084fd885afce26da8 completed March 1, 2026, 2:52 p.m.
NEDg Description generation batch_69a4539f00008190a736df2fcaf3109a completed March 1, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69a4541cd02081908b8534b24d3933ff completed March 1, 2026, 2:58 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.