Triple
T74776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libya |
E1495
|
entity |
| Predicate | majorUprising |
P259
|
FINISHED |
| Object |
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.
|
E6456
|
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: 2011 Libyan Civil War | Statement: [Libya, majorUprising, 2011 Libyan Civil War]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2011 Libyan Civil War Context triple: [Libya, majorUprising, 2011 Libyan Civil War]
-
A.
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.
-
B.
Greek Civil War
The Greek Civil War was a post–World War II conflict (1946–1949) between the Greek government and communist insurgents that became an early flashpoint of the Cold War and a catalyst for increased U.S. intervention in Europe.
-
C.
Benghazi
Benghazi is a major port city in eastern Libya that has historically served as a key political, economic, and cultural center of the country.
-
D.
Iraq War
The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
-
E.
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.
- 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: 2011 Libyan Civil War Triple: [Libya, majorUprising, 2011 Libyan Civil War]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2011 Libyan Civil War Target entity description: 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.
-
A.
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.
-
B.
Greek Civil War
The Greek Civil War was a post–World War II conflict (1946–1949) between the Greek government and communist insurgents that became an early flashpoint of the Cold War and a catalyst for increased U.S. intervention in Europe.
-
C.
Benghazi
Benghazi is a major port city in eastern Libya that has historically served as a key political, economic, and cultural center of the country.
-
D.
Iraq War
The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: majorUprising Context triple: [Libya, majorUprising, 2011 Libyan Civil War]
-
A.
significantEvent
chosen
Indicates that an event involving the entities is of notable importance or impact within a given context.
-
B.
liberationEvent
Indicates an event in which an entity is freed from control, confinement, or oppression by another entity or condition.
-
C.
majorCampaignType
Indicates the primary category or classification of a campaign within a broader set of campaign types.
-
D.
attemptedCoup
Indicates that an entity tried, but did not necessarily succeed, to overthrow an existing government or leadership through a coup.
-
E.
majorPowerIn
Indicates that an entity holds significant political, economic, or military influence within a specified domain, region, or context.
- F. None of above.
Provenance (6 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_69a25abaa7dc8190b65fa9d213a40790 |
completed | Feb. 28, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_69a25ba974948190bb064dca99613bc6 |
completed | Feb. 28, 2026, 3:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a25c2b29e08190af62c6753c4fdd11 |
completed | Feb. 28, 2026, 3:08 a.m. |
| PD | Predicate disambiguation | batch_69a24eae77ec81909015906f31f2b62e |
completed | Feb. 28, 2026, 2:10 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.