Triple

T4447303
Position Surface form Disambiguated ID Type / Status
Subject Misrata International Airport E96320 entity
Predicate usedBy P260 FINISHED
Object Libyan military
The Libyan military is the state armed forces of Libya, responsible for national defense and involved in the country’s internal conflicts and security operations.
E216939 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 military | Statement: [Misrata International Airport, usedBy, Libyan military]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libyan military
Context triple: [Misrata International Airport, usedBy, Libyan military]
  • 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. 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.
  • 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. Somaliland forces
    Somaliland forces are the military and security units aligned with the self-declared Republic of Somaliland, active primarily in northern Somalia during the Somali Civil 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: Libyan military
Triple: [Misrata International Airport, usedBy, Libyan military]
Generated description
The Libyan military is the state armed forces of Libya, responsible for national defense and involved in the country’s internal conflicts and security operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libyan military
Target entity description: The Libyan military is the state armed forces of Libya, responsible for national defense and involved in the country’s internal conflicts and security operations.
  • A. Libyan Army chosen
    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. 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.
  • 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. Somaliland forces
    Somaliland forces are the military and security units aligned with the self-declared Republic of Somaliland, active primarily in northern Somalia during the Somali Civil War.
  • F. None of above.

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_69b345415ba481908df738e7174448ba completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355d31e10819086590b9f828d50b0 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b61386df48819080e44a23b9d67d23 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b617c13d4481909d22d201ce405d3a completed March 15, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b6187687f8819084e2d611e9e31f79 completed March 15, 2026, 2:24 a.m.
Created at: March 12, 2026, 11:32 p.m.