Triple

T20886689
Position Surface form Disambiguated ID Type / Status
Subject Bishoftu E514299 entity
Predicate hasMilitaryFacility P1869 FINISHED
Object Ethiopian Air Force Academy
The Ethiopian Air Force Academy is Ethiopia’s primary institution for training and educating air force officers and aviation specialists.
 E1455155 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: Ethiopian Air Force Academy | Statement: [Bishoftu, hasMilitaryFacility, Ethiopian Air Force Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ethiopian Air Force Academy
Context triple: [Bishoftu, hasMilitaryFacility, Ethiopian Air Force Academy]
  • A. Ethiopian Aviation Academy
    Ethiopian Aviation Academy is the training and education arm of Ethiopian Airlines, providing professional pilot, cabin crew, maintenance, and aviation management programs.
  • B. Egyptian Air Academy
    The Egyptian Air Academy is Egypt’s premier military aviation training institution responsible for educating and preparing officers for service in the Egyptian Air Force.
  • C. Egyptian Aviation Academy
    Egyptian Aviation Academy is a specialized aviation training institution in Egypt that provides professional education and certification for pilots, air traffic controllers, and other aviation personnel.
  • D. Egyptian Air Defense College
    The Egyptian Air Defense College is a military educational institution that trains officers and specialists in air defense operations and technologies for Egypt’s armed forces.
  • E. Egyptian Military Academy
    The Egyptian Military Academy is Egypt’s premier officer training institution, producing many of the country’s top military and political leaders.
  • 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: Ethiopian Air Force Academy
Triple: [Bishoftu, hasMilitaryFacility, Ethiopian Air Force Academy]
Generated description
The Ethiopian Air Force Academy is Ethiopia’s primary institution for training and educating air force officers and aviation specialists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ethiopian Air Force Academy
Target entity description: The Ethiopian Air Force Academy is Ethiopia’s primary institution for training and educating air force officers and aviation specialists.
  • A. Ethiopian Aviation Academy
    Ethiopian Aviation Academy is the training and education arm of Ethiopian Airlines, providing professional pilot, cabin crew, maintenance, and aviation management programs.
  • B. Egyptian Air Academy
    The Egyptian Air Academy is Egypt’s premier military aviation training institution responsible for educating and preparing officers for service in the Egyptian Air Force.
  • C. Egyptian Aviation Academy
    Egyptian Aviation Academy is a specialized aviation training institution in Egypt that provides professional education and certification for pilots, air traffic controllers, and other aviation personnel.
  • D. Egyptian Air Defense College
    The Egyptian Air Defense College is a military educational institution that trains officers and specialists in air defense operations and technologies for Egypt’s armed forces.
  • E. Egyptian Military Academy
    The Egyptian Military Academy is Egypt’s premier officer training institution, producing many of the country’s top military and political leaders.
  • 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_69e0b4f733f081908a401c0b7beb0b9f completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6d058d4dc81908398f8c75e30dc77 completed April 21, 2026, 1:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0913a860b08190a8c2606c7eb6a68d completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a0914bb936881909f7e87a0c0aacd7a completed May 17, 2026, 1:07 a.m.
NED2 Entity disambiguation (via description) batch_6a0915506ff48190a97f89092dac2ca2 completed May 17, 2026, 1:09 a.m.
Created at: April 16, 2026, 12:46 p.m.