Triple
T2230012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EgyptAir |
E48742
|
entity |
| Predicate | focusCity |
P164
|
FINISHED |
| Object |
Hurghada International Airport
Hurghada International Airport is a major Egyptian airport on the Red Sea coast that serves the popular resort city of Hurghada and handles significant tourist traffic from Europe and the Middle East.
|
E249849
|
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: Hurghada International Airport | Statement: [EgyptAir, focusCity, Hurghada International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hurghada International Airport Context triple: [EgyptAir, focusCity, Hurghada International Airport]
-
A.
Luxor International Airport
Luxor International Airport is a major airport in Luxor, Egypt, serving as a key gateway for tourists visiting the city’s ancient temples and nearby archaeological sites.
-
B.
Aswan International Airport
Aswan International Airport is a regional airport in southern Egypt that serves the city of Aswan and nearby tourist destinations along the Nile.
-
C.
Assiut Airport
Assiut Airport is a regional public airport serving the city of Assiut and the surrounding area in Upper Egypt.
-
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.
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.
- 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: Hurghada International Airport Triple: [EgyptAir, focusCity, Hurghada International Airport]
Generated description
Hurghada International Airport is a major Egyptian airport on the Red Sea coast that serves the popular resort city of Hurghada and handles significant tourist traffic from Europe and the Middle East.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hurghada International Airport Target entity description: Hurghada International Airport is a major Egyptian airport on the Red Sea coast that serves the popular resort city of Hurghada and handles significant tourist traffic from Europe and the Middle East.
-
A.
Luxor International Airport
Luxor International Airport is a major airport in Luxor, Egypt, serving as a key gateway for tourists visiting the city’s ancient temples and nearby archaeological sites.
-
B.
Aswan International Airport
Aswan International Airport is a regional airport in southern Egypt that serves the city of Aswan and nearby tourist destinations along the Nile.
-
C.
Assiut Airport
Assiut Airport is a regional public airport serving the city of Assiut and the surrounding area in Upper Egypt.
-
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.
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.
- 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_69a88aa51b388190949868ec9766e587 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc069e0ac8190bcda8cba9f5c7a5d |
completed | March 7, 2026, 6:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71ba743081908e2697374e710681 |
completed | March 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69ae73e2af5c8190a7dfbf5ff03e4edd |
completed | March 9, 2026, 7:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae745c7cfc81909ef4be9b73899058 |
completed | March 9, 2026, 7:18 a.m. |
Created at: March 4, 2026, 7:47 p.m.