Triple
T14935058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Makadi Bay |
E372367
|
entity |
| Predicate | nearestMajorAirport |
P281
|
FINISHED |
| Object | Hurghada International Airport |
E249849
|
NE FINISHED |
How this triple was built (2 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: [Makadi Bay, nearestMajorAirport, Hurghada International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hurghada International Airport Context triple: [Makadi Bay, nearestMajorAirport, Hurghada International Airport]
-
A.
Hurghada International Airport
chosen
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.
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.
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.
-
D.
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.
-
E.
Assiut Airport
Assiut Airport is a regional public airport serving the city of Assiut and the surrounding area in Upper Egypt.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85cc9da0c81908d583ca3f63a3908 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded647ae388190a0e97c03f2a4d832 |
completed | April 15, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe8bd3fef481908e4d2ffdcfa87def |
completed | May 9, 2026, 1:20 a.m. |
Created at: April 10, 2026, 2:37 a.m.