Triple
T15485323
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marsa Alam |
E377031
|
entity |
| Predicate | hasNearbyAirport |
P4363
|
FINISHED |
| Object |
Marsa Alam International Airport
Marsa Alam International Airport is a modern Egyptian airport on the Red Sea coast that serves as a key gateway for tourists visiting the resort town of Marsa Alam and surrounding diving destinations.
|
E1160730
|
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: Marsa Alam International Airport | Statement: [Marsa Alam, hasNearbyAirport, Marsa Alam International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marsa Alam International Airport Context triple: [Marsa Alam, hasNearbyAirport, Marsa Alam International Airport]
-
A.
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.
-
B.
Marsa Matruh International Airport
Marsa Matruh International Airport is a public airport in the coastal city of Marsa Matruh, Egypt, serving as a regional hub for domestic and seasonal international flights to this Mediterranean resort area.
-
C.
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.
-
D.
Assiut Airport
Assiut Airport is a regional public airport serving the city of Assiut and the surrounding area in Upper Egypt.
-
E.
Red Sea International Airport
Red Sea International Airport is a modern airport in Saudi Arabia built to serve the luxury tourism and development hub of the Red Sea Project on the kingdom’s western coast.
- 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: Marsa Alam International Airport Triple: [Marsa Alam, hasNearbyAirport, Marsa Alam International Airport]
Generated description
Marsa Alam International Airport is a modern Egyptian airport on the Red Sea coast that serves as a key gateway for tourists visiting the resort town of Marsa Alam and surrounding diving destinations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marsa Alam International Airport Target entity description: Marsa Alam International Airport is a modern Egyptian airport on the Red Sea coast that serves as a key gateway for tourists visiting the resort town of Marsa Alam and surrounding diving destinations.
-
A.
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.
-
B.
Marsa Matruh International Airport
Marsa Matruh International Airport is a public airport in the coastal city of Marsa Matruh, Egypt, serving as a regional hub for domestic and seasonal international flights to this Mediterranean resort area.
-
C.
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.
-
D.
Assiut Airport
Assiut Airport is a regional public airport serving the city of Assiut and the surrounding area in Upper Egypt.
-
E.
Red Sea International Airport
Red Sea International Airport is a modern airport in Saudi Arabia built to serve the luxury tourism and development hub of the Red Sea Project on the kingdom’s western coast.
- 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_69d85cd21dcc81908646251b1c26ea00 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03f8f71a08190a440ff19dcc65312 |
completed | April 16, 2026, 1:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff365b3980819094d3ca0b7766009c |
completed | May 9, 2026, 1:27 p.m. |
| NEDg | Description generation | batch_69ff376dac388190ab3b7e3553d2de29 |
completed | May 9, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff382f1bbc8190810d0d825430f9ea |
completed | May 9, 2026, 1:35 p.m. |
Created at: April 10, 2026, 3:46 a.m.