Triple
T2591973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yugoslav Air Force |
E58141
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object |
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.
|
E279385
|
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: Air Force of Serbia and Montenegro | Statement: [Yugoslav Air Force, successor, Air Force of Serbia and Montenegro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Force of Serbia and Montenegro Context triple: [Yugoslav Air Force, successor, Air Force of Serbia and Montenegro]
-
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.
Montenegrin Army
The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
-
C.
Serbian Army
The Serbian Army was the military force of the Kingdom of Serbia, noted for its resilience and significant role in the Balkan Wars and World War I.
-
D.
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.
-
E.
Kosovo Force
The Kosovo Force (KFOR) is a NATO-led international peacekeeping mission established in 1999 to provide security and stability in Kosovo following the Kosovo War.
- 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: Air Force of Serbia and Montenegro Triple: [Yugoslav Air Force, successor, Air Force of Serbia and Montenegro]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Air Force of Serbia and Montenegro Target entity description: 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.
-
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.
Montenegrin Army
The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
-
C.
Serbian Army
The Serbian Army was the military force of the Kingdom of Serbia, noted for its resilience and significant role in the Balkan Wars and World War I.
-
D.
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.
-
E.
Kosovo Force
The Kosovo Force (KFOR) is a NATO-led international peacekeeping mission established in 1999 to provide security and stability in Kosovo following the Kosovo War.
- 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_69ab4ac019c8819094add11c46706e32 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd425851c819088db89713c07056f |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af6589a9c48190b16b5b7959096aab |
completed | March 10, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_69af6828591081909ccf92fb38549944 |
completed | March 10, 2026, 12:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af689f7c4c8190a26270c57da71146 |
completed | March 10, 2026, 12:41 a.m. |
Created at: March 6, 2026, 9:49 p.m.