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.