Triple
T2591977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yugoslav Air Force |
E58141
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object |
Macedonian Air Force
The Macedonian Air Force is the air warfare branch of North Macedonia’s armed forces, responsible for the country’s aerial defense, transport, and support operations.
|
E279386
|
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: Macedonian Air Force | Statement: [Yugoslav Air Force, successor, Macedonian Air Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macedonian Air Force Context triple: [Yugoslav Air Force, successor, Macedonian Air Force]
-
A.
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.
-
B.
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.
-
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.
Croatian Air Force
The Croatian Air Force is the aerial warfare branch of Croatia’s armed forces, responsible for protecting the country’s airspace and providing air support to its military operations.
-
E.
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.
- 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: Macedonian Air Force Triple: [Yugoslav Air Force, successor, Macedonian Air Force]
Generated description
The Macedonian Air Force is the air warfare branch of North Macedonia’s armed forces, responsible for the country’s aerial defense, transport, and support operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macedonian Air Force Target entity description: The Macedonian Air Force is the air warfare branch of North Macedonia’s armed forces, responsible for the country’s aerial defense, transport, and support operations.
-
A.
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.
-
B.
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.
-
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.
Croatian Air Force
The Croatian Air Force is the aerial warfare branch of Croatia’s armed forces, responsible for protecting the country’s airspace and providing air support to its military operations.
-
E.
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.
- 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.