Triple
T592517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borg El Arab Airport |
E17306
|
entity |
| Predicate | servesAsHubFor |
P423
|
FINISHED |
| Object |
Air Arabia Egypt
Air Arabia Egypt is an Egyptian low-cost airline based in Alexandria that operates regional and international flights as part of the Air Arabia Group.
|
E74125
|
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: Air Arabia Egypt | Statement: [Borg El Arab Airport, servesAsHubFor, Air Arabia Egypt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Arabia Egypt Context triple: [Borg El Arab Airport, servesAsHubFor, Air Arabia Egypt]
-
A.
EgyptAir
EgyptAir is the flag carrier airline of Egypt, operating domestic and international flights primarily from its hub in Cairo.
-
B.
Oman Air
Oman Air is the national airline of Oman, operating regional and international flights from its main hub in Muscat.
-
C.
Middle East Airlines
Middle East Airlines is the national flag carrier of Lebanon, operating regional and international flights primarily from its hub at Beirut–Rafic Hariri International Airport.
-
D.
Etihad Airways
Etihad Airways is the national airline of the United Arab Emirates, based in Abu Dhabi and operating an extensive network of international passenger and cargo flights.
-
E.
Ethiopian Airlines
Ethiopian Airlines is the flag carrier of Ethiopia and one of Africa’s largest and fastest-growing airlines, operating an extensive international and domestic network from its hub in Addis Ababa.
- 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: Air Arabia Egypt Triple: [Borg El Arab Airport, servesAsHubFor, Air Arabia Egypt]
Generated description
Air Arabia Egypt is an Egyptian low-cost airline based in Alexandria that operates regional and international flights as part of the Air Arabia Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Air Arabia Egypt Target entity description: Air Arabia Egypt is an Egyptian low-cost airline based in Alexandria that operates regional and international flights as part of the Air Arabia Group.
-
A.
EgyptAir
EgyptAir is the flag carrier airline of Egypt, operating domestic and international flights primarily from its hub in Cairo.
-
B.
Oman Air
Oman Air is the national airline of Oman, operating regional and international flights from its main hub in Muscat.
-
C.
Middle East Airlines
Middle East Airlines is the national flag carrier of Lebanon, operating regional and international flights primarily from its hub at Beirut–Rafic Hariri International Airport.
-
D.
Etihad Airways
Etihad Airways is the national airline of the United Arab Emirates, based in Abu Dhabi and operating an extensive network of international passenger and cargo flights.
-
E.
Ethiopian Airlines
Ethiopian Airlines is the flag carrier of Ethiopia and one of Africa’s largest and fastest-growing airlines, operating an extensive international and domestic network from its hub in Addis Ababa.
- 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.