Triple

T10200331
Position Surface form Disambiguated ID Type / Status
Subject Belqasim Haftar E238865 entity
Predicate associatedWith P37 FINISHED
Object Libyan National Army 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 | Statement: [Belqasim Haftar, associatedWith, Libyan National Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Libyan National Army
Context triple: [Belqasim Haftar, associatedWith, Libyan National Army]
  • 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. Libyan Armed Forces
    The Libyan Armed Forces are the national military organization of Libya, encompassing its land, air, and naval branches responsible for the country’s defense and security.
  • D. Tunisian Army
    The Tunisian Army is the land warfare branch of Tunisia’s armed forces, historically influential in the country’s politics and noted for its relatively apolitical stance compared to other regional militaries.
  • E. Algerian People's National Armed Forces
    The Algerian People's National Armed Forces is the unified military organization of Algeria responsible for the country's defense and security across its land, air, and maritime domains.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee3f3bac8190a63a81edffe7cda7 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6a7e63c588190b239f8bdb13a3f3c completed April 8, 2026, 7:09 p.m.
Created at: March 30, 2026, 9:14 p.m.