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.