Triple

T7181171
Position Surface form Disambiguated ID Type / Status
Subject Libyan Air Force E167449 entity
Predicate partOf P40 FINISHED
Object 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.
E647254 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: Libyan Armed Forces | Statement: [Libyan Air Force, partOf, Libyan Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libyan Armed Forces
Context triple: [Libyan Air Force, partOf, Libyan Armed Forces]
  • A. 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.
  • B. Libyan National Army
    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.
  • C. 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.
  • D. 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.
  • E. Libyan Air Force
    The Libyan Air Force is the aerial warfare branch of Libya's military, historically operating a mix of Soviet, Western, and locally modified aircraft and helicopters.
  • 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: Libyan Armed Forces
Triple: [Libyan Air Force, partOf, Libyan Armed Forces]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libyan Armed Forces
Target entity description: 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.
  • A. 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.
  • B. Libyan National Army
    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.
  • C. 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.
  • D. 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.
  • E. Libyan Air Force
    The Libyan Air Force is the aerial warfare branch of Libya's military, historically operating a mix of Soviet, Western, and locally modified aircraft and helicopters.
  • 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_69c6888a7c548190a3d39b52a393080f completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e8bc25088190a7d7f3ba2461b5e9 completed March 27, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b93d04ec8190ac5c5bf9ace7eca1 completed March 28, 2026, 11:19 a.m.
NEDg Description generation batch_69c7b9e55f84819099af471a65bb68aa completed March 28, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_69c7ba9317548190946e21c2731d58a7 completed March 28, 2026, 11:25 a.m.
Created at: March 27, 2026, 2:49 p.m.