Triple

T1403338
Position Surface form Disambiguated ID Type / Status
Subject Hosni Mubarak E31634 entity
Predicate educatedAt P5 FINISHED
Object 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.
 E161309 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: Egyptian Air Academy | Statement: [Hosni Mubarak, educatedAt, Egyptian Air Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Egyptian Air Academy
Context triple: [Hosni Mubarak, educatedAt, Egyptian Air Academy]
  • A. 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.
  • B. 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.
  • C. Assiut University
    Assiut University is a major public higher education and research institution located in the city of Assiut in Upper Egypt.
  • D. Nile University
    Nile University is a private, non-profit research university in Egypt known for its focus on technology, entrepreneurship, and innovation.
  • E. Ain Shams University
    Ain Shams University is a major public research university in Cairo, Egypt, known for its wide range of academic programs and significant role in the country’s higher education system.
  • 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: Egyptian Air Academy
Triple: [Hosni Mubarak, educatedAt, Egyptian Air Academy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Egyptian Air Academy
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Assiut University
    Assiut University is a major public higher education and research institution located in the city of Assiut in Upper Egypt.
  • D. Nile University
    Nile University is a private, non-profit research university in Egypt known for its focus on technology, entrepreneurship, and innovation.
  • E. Ain Shams University
    Ain Shams University is a major public research university in Cairo, Egypt, known for its wide range of academic programs and significant role in the country’s higher education system.
  • 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_69a49918e1f88190ba610f9dc8114578 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3a0330c8190b22452d29c79fcf4 completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace57125a4819089216bbc75c36bb9 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace61b0ba08190930f9e21d28b4449 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6b6cb0481909156f99e8d2ba08a completed March 8, 2026, 3:02 a.m.
Created at: March 1, 2026, 7:59 p.m.