Triple

T2248250
Position Surface form Disambiguated ID Type / Status
Subject Ethiopian Airlines E49555 entity
Predicate hasSubsidiary P254 FINISHED
Object 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.
 E248087 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 Aviation Academy | Statement: [Ethiopian Airlines, hasSubsidiary, Ethiopian Aviation Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ethiopian Aviation Academy
Context triple: [Ethiopian Airlines, hasSubsidiary, Ethiopian Aviation Academy]
  • A. 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.
  • B. 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.
  • C. ULM School of Aviation
    ULM School of Aviation is the aviation education and training program of the University of Louisiana at Monroe, offering professional pilot and aviation-related degree pathways.
  • D. Syrian Air Force Academy
    The Syrian Air Force Academy is a military institution in Syria responsible for training and commissioning officers for the Syrian Arab Air Force.
  • E. Ethiopian Air Force
    The Ethiopian Air Force is the aerial warfare branch of Ethiopia’s military, responsible for defending the country’s airspace and providing air support to ground forces.
  • 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 Aviation Academy
Triple: [Ethiopian Airlines, hasSubsidiary, Ethiopian Aviation Academy]
Generated description
Ethiopian Aviation Academy is the training and education arm of Ethiopian Airlines, providing professional pilot, cabin crew, maintenance, and aviation management programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ethiopian Aviation Academy
Target entity description: Ethiopian Aviation Academy is the training and education arm of Ethiopian Airlines, providing professional pilot, cabin crew, maintenance, and aviation management programs.
  • A. 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.
  • B. 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.
  • C. ULM School of Aviation
    ULM School of Aviation is the aviation education and training program of the University of Louisiana at Monroe, offering professional pilot and aviation-related degree pathways.
  • D. Syrian Air Force Academy
    The Syrian Air Force Academy is a military institution in Syria responsible for training and commissioning officers for the Syrian Arab Air Force.
  • E. Ethiopian Air Force
    The Ethiopian Air Force is the aerial warfare branch of Ethiopia’s military, responsible for defending the country’s airspace and providing air support to ground forces.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ed5c38819080b45ea398fb59f2 completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1719c481909ec3ff03d2a6f3bd completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bcfd2c481908f69df77f40655e2 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c4d9c04819086e3091bbbf16099 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.