Triple

T1990986
Position Surface form Disambiguated ID Type / Status
Subject Battle of Benghazi E43249 entity
Predicate commandedBy P1407 FINISHED
Object Muammar Gaddafi (loyalist side, political and military leader)
Muammar Gaddafi was the longtime authoritarian ruler of Libya whose regime was marked by revolutionary ideology, state repression, and eventual overthrow during the 2011 Libyan Civil War.
 E222026 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: Muammar Gaddafi (loyalist side, political and military leader) | Statement: [Battle of Benghazi, commandedBy, Muammar Gaddafi (loyalist side, political and military leader)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muammar Gaddafi (loyalist side, political and military leader)
Context triple: [Battle of Benghazi, commandedBy, Muammar Gaddafi (loyalist side, political and military leader)]
  • A. Mutassim Gaddafi
    Mutassim Gaddafi was a Libyan military officer and national security adviser, known as one of Muammar Gaddafi’s sons and close confidants during his rule.
  • B. Saadi Gaddafi
    Saadi Gaddafi is a Libyan former professional footballer and military figure, best known as one of Muammar Gaddafi’s sons who held influential roles during his father’s regime.
  • C. Saif al-Islam Gaddafi
    Saif al-Islam Gaddafi is a Libyan political figure and the second son of former Libyan leader Muammar Gaddafi, known for his prominent role in his father's regime and later attempts to re-enter Libyan politics.
  • D. Khamis Gaddafi
    Khamis Gaddafi was a Libyan military commander and the youngest son of longtime Libyan leader Muammar Gaddafi, known for leading an elite brigade during the 2011 Libyan civil war.
  • E. Hannibal Gaddafi
    Hannibal Gaddafi is a son of former Libyan leader Muammar Gaddafi, known for his controversial lifestyle, legal troubles, and role as a businessman and maritime official during his father's rule.
  • 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: Muammar Gaddafi (loyalist side, political and military leader)
Triple: [Battle of Benghazi, commandedBy, Muammar Gaddafi (loyalist side, political and military leader)]
Generated description
Muammar Gaddafi was the longtime authoritarian ruler of Libya whose regime was marked by revolutionary ideology, state repression, and eventual overthrow during the 2011 Libyan Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Muammar Gaddafi (loyalist side, political and military leader)
Target entity description: Muammar Gaddafi was the longtime authoritarian ruler of Libya whose regime was marked by revolutionary ideology, state repression, and eventual overthrow during the 2011 Libyan Civil War.
  • A. Mutassim Gaddafi
    Mutassim Gaddafi was a Libyan military officer and national security adviser, known as one of Muammar Gaddafi’s sons and close confidants during his rule.
  • B. Saadi Gaddafi
    Saadi Gaddafi is a Libyan former professional footballer and military figure, best known as one of Muammar Gaddafi’s sons who held influential roles during his father’s regime.
  • C. Saif al-Islam Gaddafi
    Saif al-Islam Gaddafi is a Libyan political figure and the second son of former Libyan leader Muammar Gaddafi, known for his prominent role in his father's regime and later attempts to re-enter Libyan politics.
  • D. Khamis Gaddafi
    Khamis Gaddafi was a Libyan military commander and the youngest son of longtime Libyan leader Muammar Gaddafi, known for leading an elite brigade during the 2011 Libyan civil war.
  • E. Hannibal Gaddafi
    Hannibal Gaddafi is a son of former Libyan leader Muammar Gaddafi, known for his controversial lifestyle, legal troubles, and role as a businessman and maritime official during his father's rule.
  • 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_69a88714cf2c819081644be450b8356e completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8451fe8819093531052f4533c36 completed March 7, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0338631c8190a8c7e5177ac473a8 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae03d3c3048190bf9c476bea8c4c1e completed March 8, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69ae0480bf9081909ee1ba5d5c805ab3 completed March 8, 2026, 11:21 p.m.
Created at: March 4, 2026, 7:37 p.m.