Triple

T2153093
Position Surface form Disambiguated ID Type / Status
Subject Fayez al-Sarraj E47824 entity
Predicate facedOppositionFrom P437 FINISHED
Object Libyan National Army (Khalifa Haftar forces) E46545 NE FINISHED

How this triple was built (2 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: Libyan National Army (Khalifa Haftar forces) | Statement: [Fayez al-Sarraj, facedOppositionFrom, Libyan National Army (Khalifa Haftar forces)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libyan National Army (Khalifa Haftar forces)
Context triple: [Fayez al-Sarraj, facedOppositionFrom, Libyan National Army (Khalifa Haftar forces)]
  • A. Libyan National Army chosen
    The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
  • B. Libyan Army
    The Libyan Army was the national land warfare branch of Libya’s armed forces that played a central role in Muammar Gaddafi’s rise to power and in the country’s subsequent military and political history.
  • C. Zintan militias
    The Zintan militias are powerful armed groups from the town of Zintan in western Libya, known for their significant military and political influence during and after the fall of Muammar Gaddafi.
  • D. anti-Gaddafi rebel forces
    The anti-Gaddafi rebel forces were the coalition of Libyan opposition fighters that rose up during the 2011 Libyan Civil War to overthrow Muammar Gaddafi’s regime.
  • E. Mahdist Ansar forces
    The Mahdist Ansar forces were the Sudanese Islamist rebel army loyal to Muhammad Ahmad al-Mahdi that waged a successful jihad against Egyptian and British control in the late 19th century.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe4a3b608190b3bd5d8e28534090 completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf17c28c81908f6b51c9ac6bc6ea completed March 9, 2026, 12:37 p.m.
Created at: March 4, 2026, 7:44 p.m.