Triple

T11750099
Position Surface form Disambiguated ID Type / Status
Subject Soko J-22 Orao E279381 entity
Predicate nationalProgram P18197 FINISHED
Object Yugoslav-Romanian joint aircraft program
The Yugoslav-Romanian joint aircraft program was a Cold War-era collaborative defense initiative between Yugoslavia and Romania to design and produce a domestically built ground-attack and reconnaissance jet aircraft.
 E944873 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-Romanian joint aircraft program | Statement: [Soko J-22 Orao, nationalProgram, Yugoslav-Romanian joint aircraft program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yugoslav-Romanian joint aircraft program
Context triple: [Soko J-22 Orao, nationalProgram, Yugoslav-Romanian joint aircraft program]
  • A. Soko G-4 Super Galeb
    The Soko G-4 Super Galeb is a Yugoslav-designed advanced jet trainer and light attack aircraft that became one of the country’s most prominent indigenous military aircraft.
  • B. Soko G-2 Galeb
    The Soko G-2 Galeb is a Yugoslav-designed jet trainer and light attack aircraft that became one of the country's most widely produced and exported military aircraft during the Cold War.
  • C. 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.
  • D. Soko J-21 Jastreb
    The Soko J-21 Jastreb is a Yugoslav single-engine light attack and reconnaissance jet aircraft developed in the 1960s and widely used by the Yugoslav Air Force and several export customers.
  • E. Rogožarski IK-3
    The Rogožarski IK-3 was a domestically designed Yugoslav single-seat fighter aircraft of the late 1930s, noted for its modern performance and role in the early defense against the Axis invasion in 1941.
  • 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-Romanian joint aircraft program
Triple: [Soko J-22 Orao, nationalProgram, Yugoslav-Romanian joint aircraft program]
Generated description
The Yugoslav-Romanian joint aircraft program was a Cold War-era collaborative defense initiative between Yugoslavia and Romania to design and produce a domestically built ground-attack and reconnaissance jet aircraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yugoslav-Romanian joint aircraft program
Target entity description: The Yugoslav-Romanian joint aircraft program was a Cold War-era collaborative defense initiative between Yugoslavia and Romania to design and produce a domestically built ground-attack and reconnaissance jet aircraft.
  • A. Soko G-4 Super Galeb
    The Soko G-4 Super Galeb is a Yugoslav-designed advanced jet trainer and light attack aircraft that became one of the country’s most prominent indigenous military aircraft.
  • B. Soko G-2 Galeb
    The Soko G-2 Galeb is a Yugoslav-designed jet trainer and light attack aircraft that became one of the country's most widely produced and exported military aircraft during the Cold War.
  • C. 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.
  • D. Soko J-21 Jastreb
    The Soko J-21 Jastreb is a Yugoslav single-engine light attack and reconnaissance jet aircraft developed in the 1960s and widely used by the Yugoslav Air Force and several export customers.
  • E. Rogožarski IK-3
    The Rogožarski IK-3 was a domestically designed Yugoslav single-seat fighter aircraft of the late 1930s, noted for its modern performance and role in the early defense against the Axis invasion in 1941.
  • 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.