Triple

T323076
Position Surface form Disambiguated ID Type / Status
Subject 2011 Libyan Civil War E6456 entity
Predicate notableEvent P259 FINISHED
Object NATO bombing campaign in Libya
The NATO bombing campaign in Libya was a 2011 multinational air operation conducted under a UN mandate to protect civilians and support rebel forces against Muammar Gaddafi’s regime.
E6456 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 campaign in Libya | Statement: [2011 Libyan Civil War, notableEvent, NATO bombing campaign in Libya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO bombing campaign in Libya
Context triple: [2011 Libyan Civil War, notableEvent, NATO bombing campaign in Libya]
  • A. 2011 Libyan Civil War
    The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
  • B. Operation Serval
    Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
  • C. Operation Telic
    Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
  • D. Second Libyan Civil War
    The Second Libyan Civil War was a multi-sided conflict that erupted after the fall of Muammar Gaddafi, pitting rival governments, militias, and foreign-backed factions against each other and plunging Libya into prolonged instability and violence.
  • E. 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.
  • 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 campaign in Libya
Triple: [2011 Libyan Civil War, notableEvent, NATO bombing campaign in Libya]
Generated description
The NATO bombing campaign in Libya was a 2011 multinational air operation conducted under a UN mandate to protect civilians and support rebel forces against Muammar Gaddafi’s regime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO bombing campaign in Libya
Target entity description: The NATO bombing campaign in Libya was a 2011 multinational air operation conducted under a UN mandate to protect civilians and support rebel forces against Muammar Gaddafi’s regime.
  • A. 2011 Libyan Civil War chosen
    The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
  • B. Operation Serval
    Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
  • C. Operation Telic
    Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
  • D. Second Libyan Civil War
    The Second Libyan Civil War was a multi-sided conflict that erupted after the fall of Muammar Gaddafi, pitting rival governments, militias, and foreign-backed factions against each other and plunging Libya into prolonged instability and violence.
  • E. 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.
  • F. None of above.

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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea82ba748190bae651f5de908617 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cb0203c081909fadc99c2172c87a completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb812dc081908a359022c8b5cf58 completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cbedcaf081908b4abdd3c7ce0474 completed March 1, 2026, 5:17 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.