Triple

T11929227

Position	Surface form	Disambiguated ID	Type / Status
Subject	Soko G-2 Galeb	`E283866`	entity
Predicate	designer	`P184`	FINISHED
Object	VTI (Aeronautical Technical Institute) Yugoslavia VTI (Aeronautical Technical Institute) Yugoslavia was a state research and development organization responsible for designing and developing military and civil aeronautical projects for the former Yugoslav Air Force and aviation industry.	`E955561`	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: VTI (Aeronautical Technical Institute) Yugoslavia | Statement: [Soko G-2 Galeb, designer, VTI (Aeronautical Technical Institute) Yugoslavia]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: VTI (Aeronautical Technical Institute) Yugoslavia
Context triple: [Soko G-2 Galeb, designer, VTI (Aeronautical Technical Institute) Yugoslavia]

A. 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.
B. Zmaj Aircraft Factory
Zmaj Aircraft Factory was a Yugoslav aviation company known for designing and producing military and training aircraft in the early to mid-20th century.
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. Central Aerohydrodynamic Institute
The Central Aerohydrodynamic Institute is a major Russian research center specializing in aerodynamics and aviation technology, historically influential in the development of Soviet and Russian aircraft.
E. Aero Bureau
Aero Bureau is the aviation unit of the Los Angeles County Sheriff's Department, providing airborne law enforcement, search and rescue, and support services throughout the county.
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: VTI (Aeronautical Technical Institute) Yugoslavia
Triple: [Soko G-2 Galeb, designer, VTI (Aeronautical Technical Institute) Yugoslavia]

Generated description

VTI (Aeronautical Technical Institute) Yugoslavia was a state research and development organization responsible for designing and developing military and civil aeronautical projects for the former Yugoslav Air Force and aviation industry.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: VTI (Aeronautical Technical Institute) Yugoslavia
Target entity description: VTI (Aeronautical Technical Institute) Yugoslavia was a state research and development organization responsible for designing and developing military and civil aeronautical projects for the former Yugoslav Air Force and aviation industry.

A. 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.
B. Zmaj Aircraft Factory
Zmaj Aircraft Factory was a Yugoslav aviation company known for designing and producing military and training aircraft in the early to mid-20th century.
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. Central Aerohydrodynamic Institute
The Central Aerohydrodynamic Institute is a major Russian research center specializing in aerodynamics and aviation technology, historically influential in the development of Soviet and Russian aircraft.
E. Aero Bureau
Aero Bureau is the aviation unit of the Los Angeles County Sheriff's Department, providing airborne law enforcement, search and rescue, and support services throughout the county.
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_69d6ab2ce9c48190b5d39511b524f666`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d90303a9a88190a4044e6310ba9b4b`	completed	April 10, 2026, 2:02 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f440611e648190b2c47b43f02d2e4b`	completed	May 1, 2026, 5:55 a.m.
NEDg	Description generation	`batch_69f448fb898081908a8ffd0da703c0f9`	completed	May 1, 2026, 6:32 a.m.
NED2	Entity disambiguation (via description)	`batch_69f44b9e662881908549e041f6a05e38`	completed	May 1, 2026, 6:43 a.m.

Created at: April 8, 2026, 9:45 p.m.