Triple
T10585783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hurghada International Airport |
E249849
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Egyptian airport network
The Egyptian airport network is the nationwide system of civil airports and airfields in Egypt that supports domestic and international air travel, tourism, and cargo transport across the country.
|
E872530
|
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 airport network | Statement: [Hurghada International Airport, partOf, Egyptian airport network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Egyptian airport network Context triple: [Hurghada International Airport, partOf, Egyptian airport network]
-
A.
Assiut Airport
Assiut Airport is a regional public airport serving the city of Assiut and the surrounding area in Upper Egypt.
-
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.
Abu Simbel Airport
Abu Simbel Airport is a small regional airport in southern Egypt that serves tourists visiting the nearby Abu Simbel temples and surrounding area.
-
D.
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.
-
E.
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.
- 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 airport network Triple: [Hurghada International Airport, partOf, Egyptian airport network]
Generated description
The Egyptian airport network is the nationwide system of civil airports and airfields in Egypt that supports domestic and international air travel, tourism, and cargo transport across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Egyptian airport network Target entity description: The Egyptian airport network is the nationwide system of civil airports and airfields in Egypt that supports domestic and international air travel, tourism, and cargo transport across the country.
-
A.
Assiut Airport
Assiut Airport is a regional public airport serving the city of Assiut and the surrounding area in Upper Egypt.
-
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.
Abu Simbel Airport
Abu Simbel Airport is a small regional airport in southern Egypt that serves tourists visiting the nearby Abu Simbel temples and surrounding area.
-
D.
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.
-
E.
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.
- 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_69d381c9d3d48190a29ee491e1696a0e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d527698be48190a2f5e573d7cc0661 |
completed | April 7, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d94b8b1b708190865e428128f98720 |
completed | April 10, 2026, 7:12 p.m. |
| NEDg | Description generation | batch_69d94d68f39c8190bc7ea90237a5bf5f |
completed | April 10, 2026, 7:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9522d68b88190a63acb6d657168b4 |
completed | April 10, 2026, 7:40 p.m. |
Created at: April 6, 2026, 12:39 p.m.