Triple
T20637544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Alamein City |
E507124
|
entity |
| Predicate | transportConnection |
P1298
|
FINISHED |
| Object | Alexandria–Matrouh coastal highway |
E549094
|
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: Alexandria–Matrouh coastal highway | Statement: [New Alamein City, transportConnection, Alexandria–Matrouh coastal highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alexandria–Matrouh coastal highway Context triple: [New Alamein City, transportConnection, Alexandria–Matrouh coastal highway]
-
A.
Alexandria–Marsa Matruh highway
chosen
The Alexandria–Marsa Matruh highway is a major coastal road in northern Egypt that connects the city of Alexandria with the resort town of Marsa Matruh along the Mediterranean Sea.
-
B.
Cairo–Fayoum Road
The Cairo–Fayoum Road is a major highway in Egypt that links the capital city of Cairo with the Fayoum region, facilitating regional travel and commerce.
-
C.
Cairo–Aswan highway
The Cairo–Aswan highway is a major Egyptian roadway running along the Nile Valley, linking the capital Cairo with the southern city of Aswan and connecting numerous towns and governorates in between.
-
D.
Luxor–Hurghada Road
The Luxor–Hurghada Road is a major Egyptian highway linking the ancient Nile-side city of Luxor with the Red Sea resort hub of Hurghada across the Eastern Desert.
-
E.
Hurghada–Safaga Road
Hurghada–Safaga Road is a key coastal highway in Egypt that links the Red Sea resort city of Hurghada with the port town of Safaga, supporting tourism and freight transport along the eastern desert.
- 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_69e0b4be702c8190a3d2410a881d310a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6ad1089448190b936de6fd29c8350 |
completed | April 20, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08c588a18881909a6f7c0eac0d11f4 |
completed | May 16, 2026, 7:29 p.m. |
Created at: April 16, 2026, 11:42 a.m.