Triple
T2344894
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marsa Matruh |
E45107
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
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.
|
E260348
|
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 Matruh International Airport | Statement: [Marsa Matruh, transport, Marsa Matruh International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marsa Matruh International Airport Context triple: [Marsa Matruh, transport, Marsa Matruh International Airport]
-
A.
Assiut Airport
Assiut Airport is a regional public airport serving the city of Assiut and the surrounding area in Upper Egypt.
-
B.
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.
-
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.
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.
-
E.
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.
- 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 Matruh International Airport Triple: [Marsa Matruh, transport, Marsa Matruh International Airport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marsa Matruh International Airport Target entity description: 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.
-
A.
Assiut Airport
Assiut Airport is a regional public airport serving the city of Assiut and the surrounding area in Upper Egypt.
-
B.
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.
-
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.
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.
-
E.
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.
- 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_69a88917935081909b755dbf38e81024 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc6afe38c81909deb1de2a1c4eda9 |
completed | March 7, 2026, 6:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea88113988190b89abfc01f5bf6f4 |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aeaacdb19081908561e845eda30143 |
completed | March 9, 2026, 11:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeab435b7081909ec4815f64fe9ea1 |
completed | March 9, 2026, 11:13 a.m. |
Created at: March 4, 2026, 7:52 p.m.