Triple
T2230033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EgyptAir |
E48742
|
entity |
| Predicate | primaryHubAirport |
P8171
|
FINISHED |
| Object | Cairo International Airport |
E26672
|
NE FINISHED |
How this triple was built (3 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: Cairo International Airport | Statement: [EgyptAir, primaryHubAirport, Cairo International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cairo International Airport Context triple: [EgyptAir, primaryHubAirport, Cairo International Airport]
-
A.
Cairo International Airport
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Sharm El Sheikh International Airport
Sharm El Sheikh International Airport is a major international gateway to the Red Sea resort city of Sharm El Sheikh in Egypt, serving as a key hub for tourism and leisure travel.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryHubAirport Context triple: [EgyptAir, primaryHubAirport, Cairo International Airport]
-
A.
hasMajorAirport
Indicates that a location possesses at least one significant airport that serves as a primary hub for air travel in that area.
-
B.
hubAirport
chosen
Indicates that an airport serves as a primary hub or central operating base for a particular airline or carrier.
-
C.
primaryHubFor
Indicates that one entity serves as the main central hub or core point of coordination for another entity or set of entities.
-
D.
operatingBaseAirport
Indicates the airport that serves as the primary base of operations for an airline or aircraft.
-
E.
hubAirportCity
Indicates that a city serves as a primary hub location for an airport or airline.
- F. None of above.
Provenance (4 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_69ae95fb20b88190b7e959b5d718fe73 |
completed | March 9, 2026, 9:42 a.m. |
| PD | Predicate disambiguation | batch_69abbdadbb0c8190b3a1ede31b8acbfa |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:47 p.m.