Triple

T74777
Position Surface form Disambiguated ID Type / Status
Subject Libya E1495 entity
Predicate subsequentConflict P4669 FINISHED
Object 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.
E8210 NE FINISHED

How this triple was built (5 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: Second Libyan Civil War | Statement: [Libya, subsequentConflict, Second Libyan Civil War]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Second Libyan Civil War
Context triple: [Libya, subsequentConflict, Second Libyan Civil War]
  • 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. Arab Spring
    The Arab Spring was a wave of pro-democracy uprisings and protests that erupted across the Arab world starting in late 2010, challenging longstanding authoritarian regimes and demanding political and social reforms.
  • C. Second Battle of Fallujah
    The Second Battle of Fallujah was a major 2004 U.S.-led offensive in Iraq, regarded as one of the fiercest urban combat operations for American forces since the Vietnam War.
  • D. North African campaign
    The North African campaign was a major World War II theater in which Allied and Axis forces fought for control of North Africa’s deserts and vital Mediterranean supply routes between 1940 and 1943.
  • E. 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.
  • 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: Second Libyan Civil War
Triple: [Libya, subsequentConflict, Second Libyan Civil War]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Second Libyan Civil War
Target entity description: 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.
  • 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. Arab Spring
    The Arab Spring was a wave of pro-democracy uprisings and protests that erupted across the Arab world starting in late 2010, challenging longstanding authoritarian regimes and demanding political and social reforms.
  • C. Second Battle of Fallujah
    The Second Battle of Fallujah was a major 2004 U.S.-led offensive in Iraq, regarded as one of the fiercest urban combat operations for American forces since the Vietnam War.
  • D. North African campaign
    The North African campaign was a major World War II theater in which Allied and Axis forces fought for control of North Africa’s deserts and vital Mediterranean supply routes between 1940 and 1943.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: subsequentConflict
Context triple: [Libya, subsequentConflict, Second Libyan Civil War]
  • A. conflictIn
    Indicates that one entity is involved in, associated with, or occurs within a particular conflict or dispute.
  • B. conflictType
    Indicates the specific kind or category of conflict that characterizes the relationship or interaction between entities.
  • C. contestedBy
    Indicates that one party challenges, disputes, or opposes a claim, decision, or position held by another party.
  • D. hasConsequence
    Indicates that one event, action, or condition leads to or results in another as its outcome or effect.
  • E. wasSupersededBy
    Indicates that one entity has been replaced or made obsolete by another entity that takes over its role or function.
  • F. None of above. chosen

Provenance (7 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_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a25314bd6c81908d1cfd4b83f20049 completed Feb. 28, 2026, 2:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69a26241d4c08190885dab6aef75dcf3 completed Feb. 28, 2026, 3:34 a.m.
NEDg Description generation batch_69a26319b2b0819080ae6aeec36bc6e3 completed Feb. 28, 2026, 3:38 a.m.
NED2 Entity disambiguation (via description) batch_69a263a07dfc8190a9acf5118f2a68f1 completed Feb. 28, 2026, 3:40 a.m.
PD Predicate disambiguation batch_69a24eae77ec81909015906f31f2b62e completed Feb. 28, 2026, 2:10 a.m.
PDg Predicate description generation batch_69a25313f1688190ba0fa8677faaf65b completed Feb. 28, 2026, 2:29 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.