Triple
T660572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kosovo War |
E11743
|
entity |
| Predicate | militaryOperation |
P12
|
FINISHED |
| Object |
NATO bombing of Yugoslavia
The NATO bombing of Yugoslavia was a 1999 air campaign by the North Atlantic Treaty Organization against the Federal Republic of Yugoslavia, conducted without UN Security Council authorization, aimed at halting human rights abuses and ethnic cleansing in Kosovo.
|
E84881
|
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: NATO bombing of Yugoslavia | Statement: [Kosovo War, militaryOperation, NATO bombing of Yugoslavia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO bombing of Yugoslavia Context triple: [Kosovo War, militaryOperation, NATO bombing of Yugoslavia]
-
A.
Kosovo War
The Kosovo War was a late-1990s armed conflict in the Balkans between Yugoslav/Serbian forces and ethnic Albanian separatists, which prompted a NATO bombing campaign and ultimately led to the withdrawal of Serbian forces from Kosovo.
-
B.
Yugoslav Wars
The Yugoslav Wars were a series of ethnically driven conflicts in the 1990s that accompanied the breakup of Yugoslavia, leading to widespread violence, war crimes, and significant political changes across the Balkans.
-
C.
Gothic War
The Gothic War was a series of late Roman-era conflicts between the Eastern Roman Empire and various Gothic peoples that significantly weakened imperial power and reshaped the balance of forces in Europe.
-
D.
Gulf War
The Gulf War was a 1990–1991 conflict in which a U.S.-led coalition expelled Iraqi forces from Kuwait using a brief but intense air and ground campaign.
-
E.
Warsaw Pact invasion of Czechoslovakia
The Warsaw Pact invasion of Czechoslovakia was a 1968 military intervention by Soviet-led Eastern Bloc forces that crushed the liberalizing Prague Spring reforms and reasserted hardline communist control.
- 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: NATO bombing of Yugoslavia Triple: [Kosovo War, militaryOperation, NATO bombing of Yugoslavia]
Generated description
The NATO bombing of Yugoslavia was a 1999 air campaign by the North Atlantic Treaty Organization against the Federal Republic of Yugoslavia, conducted without UN Security Council authorization, aimed at halting human rights abuses and ethnic cleansing in Kosovo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NATO bombing of Yugoslavia Target entity description: The NATO bombing of Yugoslavia was a 1999 air campaign by the North Atlantic Treaty Organization against the Federal Republic of Yugoslavia, conducted without UN Security Council authorization, aimed at halting human rights abuses and ethnic cleansing in Kosovo.
-
A.
Kosovo War
The Kosovo War was a late-1990s armed conflict in the Balkans between Yugoslav/Serbian forces and ethnic Albanian separatists, which prompted a NATO bombing campaign and ultimately led to the withdrawal of Serbian forces from Kosovo.
-
B.
Yugoslav Wars
The Yugoslav Wars were a series of ethnically driven conflicts in the 1990s that accompanied the breakup of Yugoslavia, leading to widespread violence, war crimes, and significant political changes across the Balkans.
-
C.
Gothic War
The Gothic War was a series of late Roman-era conflicts between the Eastern Roman Empire and various Gothic peoples that significantly weakened imperial power and reshaped the balance of forces in Europe.
-
D.
Gulf War
The Gulf War was a 1990–1991 conflict in which a U.S.-led coalition expelled Iraqi forces from Kuwait using a brief but intense air and ground campaign.
-
E.
Warsaw Pact invasion of Czechoslovakia
The Warsaw Pact invasion of Czechoslovakia was a 1968 military intervention by Soviet-led Eastern Bloc forces that crushed the liberalizing Prague Spring reforms and reasserted hardline communist control.
- 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_69a4932862a0819098be659c814e4981 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49fa83c6081909fb786d1773fa88c |
completed | March 1, 2026, 8:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dc98e43881909fbc74750f4b6e3b |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5dd5d4760819089f8e728a69dddbf |
completed | March 2, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5fd38e17481909f1561f1ba0cda7d |
completed | March 2, 2026, 9:12 p.m. |
Created at: March 1, 2026, 7:36 p.m.