Triple

T592507
Position Surface form Disambiguated ID Type / Status
Subject Borg El Arab Airport E17306 entity
Predicate operator P179 FINISHED
Object Egyptian Holding Company for Airports and Air Navigation
The Egyptian Holding Company for Airports and Air Navigation is a state-owned enterprise responsible for managing and operating Egypt’s civil airports and air navigation services.
E74124 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 Holding Company for Airports and Air Navigation | Statement: [Borg El Arab Airport, operator, Egyptian Holding Company for Airports and Air Navigation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Egyptian Holding Company for Airports and Air Navigation
Context triple: [Borg El Arab Airport, operator, Egyptian Holding Company for Airports and Air Navigation]
  • A. Arab Civil Aviation Commission
    The Arab Civil Aviation Commission is a specialized regional body that coordinates and develops civil aviation policies, standards, and cooperation among member states of the Arab League.
  • B. Ministry of Transport of Egypt
    The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
  • C. Borg El Arab Airport
    Borg El Arab Airport is the main international airport serving the Alexandria region in northern Egypt, handling both domestic and international flights.
  • D. Cairo International Airport
    Cairo International Airport is Egypt’s busiest and largest airport, serving as the primary international gateway to Cairo and a major hub for air travel in the Middle East and Africa.
  • E. EgyptAir
    EgyptAir is the flag carrier airline of Egypt, operating domestic and international flights primarily from its hub in Cairo.
  • 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 Holding Company for Airports and Air Navigation
Triple: [Borg El Arab Airport, operator, Egyptian Holding Company for Airports and Air Navigation]
Generated description
The Egyptian Holding Company for Airports and Air Navigation is a state-owned enterprise responsible for managing and operating Egypt’s civil airports and air navigation services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Egyptian Holding Company for Airports and Air Navigation
Target entity description: The Egyptian Holding Company for Airports and Air Navigation is a state-owned enterprise responsible for managing and operating Egypt’s civil airports and air navigation services.
  • A. Arab Civil Aviation Commission
    The Arab Civil Aviation Commission is a specialized regional body that coordinates and develops civil aviation policies, standards, and cooperation among member states of the Arab League.
  • B. Ministry of Transport of Egypt
    The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
  • C. Borg El Arab Airport
    Borg El Arab Airport is the main international airport serving the Alexandria region in northern Egypt, handling both domestic and international flights.
  • D. Cairo International Airport
    Cairo International Airport is Egypt’s busiest and largest airport, serving as the primary international gateway to Cairo and a major hub for air travel in the Middle East and Africa.
  • E. EgyptAir
    EgyptAir is the flag carrier airline of Egypt, operating domestic and international flights primarily from its hub in Cairo.
  • 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_69a49379d09c8190ac7e00b24e2810b1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49bbcaf5c81908de4e27096d3da13 completed March 1, 2026, 8:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69a51554857481909c684b86b51aa126 completed March 2, 2026, 4:43 a.m.
NEDg Description generation batch_69a5163b240881909672bf4bc2ebe9cf completed March 2, 2026, 4:46 a.m.
NED2 Entity disambiguation (via description) batch_69a516a1e6508190a7ecb801f5080ddd completed March 2, 2026, 4:48 a.m.
Created at: March 1, 2026, 7:33 p.m.