Triple

T3717162
Position Surface form Disambiguated ID Type / Status
Subject Austrian Air Force E81557 entity
Predicate precededBy P97 FINISHED
Object Austro-Hungarian Imperial and Royal Aviation Troops
The Austro-Hungarian Imperial and Royal Aviation Troops were the air arm of the Austro-Hungarian Empire’s military during World War I, conducting reconnaissance, bombing, and fighter operations until the empire’s collapse in 1918.
E381953 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: Austro-Hungarian Imperial and Royal Aviation Troops | Statement: [Austrian Air Force, precededBy, Austro-Hungarian Imperial and Royal Aviation Troops]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian Imperial and Royal Aviation Troops
Context triple: [Austrian Air Force, precededBy, Austro-Hungarian Imperial and Royal Aviation Troops]
  • A. Austrian Air Force
    The Austrian Air Force is the air warfare branch of Austria’s armed forces, responsible for national air defense, surveillance, and support operations.
  • B. Imperial German Army Air Service
    The Imperial German Army Air Service was the air arm of the German Army during World War I, known for its fighter aces, early aerial combat tactics, and role as a precursor to later German air forces.
  • C. 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.
  • D. Royal Hungarian Air Force
    The Royal Hungarian Air Force was the air arm of Hungary’s military during World War II, operating largely alongside the Axis powers on the Eastern Front.
  • E. Hungarian Air Force
    The Hungarian Air Force is the aerial warfare branch of Hungary’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
  • 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: Austro-Hungarian Imperial and Royal Aviation Troops
Triple: [Austrian Air Force, precededBy, Austro-Hungarian Imperial and Royal Aviation Troops]
Generated description
The Austro-Hungarian Imperial and Royal Aviation Troops were the air arm of the Austro-Hungarian Empire’s military during World War I, conducting reconnaissance, bombing, and fighter operations until the empire’s collapse in 1918.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Austro-Hungarian Imperial and Royal Aviation Troops
Target entity description: The Austro-Hungarian Imperial and Royal Aviation Troops were the air arm of the Austro-Hungarian Empire’s military during World War I, conducting reconnaissance, bombing, and fighter operations until the empire’s collapse in 1918.
  • A. Austrian Air Force
    The Austrian Air Force is the air warfare branch of Austria’s armed forces, responsible for national air defense, surveillance, and support operations.
  • B. Imperial German Army Air Service
    The Imperial German Army Air Service was the air arm of the German Army during World War I, known for its fighter aces, early aerial combat tactics, and role as a precursor to later German air forces.
  • C. 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.
  • D. Royal Hungarian Air Force
    The Royal Hungarian Air Force was the air arm of Hungary’s military during World War II, operating largely alongside the Axis powers on the Eastern Front.
  • E. Hungarian Air Force
    The Hungarian Air Force is the aerial warfare branch of Hungary’s military, responsible for defending the nation’s airspace and providing air support to its armed forces.
  • 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_69ad8b1a81588190b3f27a5483bb610e completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc9d087c881909f6d2ec6e518fb02 completed March 8, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce1260948190b4707337e9427c2c completed March 14, 2026, 2:55 a.m.
NEDg Description generation batch_69b4cf799ae88190bbf821f4c4500031 completed March 14, 2026, 3:01 a.m.
NED2 Entity disambiguation (via description) batch_69b4d0057fe8819092a40732324f88c9 completed March 14, 2026, 3:03 a.m.
Created at: March 8, 2026, 3:33 p.m.