Triple
T14291679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Egyptian road network |
E354326
|
entity |
| Predicate | hasMajorRoute |
P385
|
FINISHED |
| Object |
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.
|
E1107524
|
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: Luxor–Hurghada Road | Statement: [Egyptian road network, hasMajorRoute, Luxor–Hurghada Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luxor–Hurghada Road Context triple: [Egyptian road network, hasMajorRoute, Luxor–Hurghada Road]
-
A.
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.
-
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.
Alexandria–Marsa Matruh highway
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.
-
E.
Cairo–Ismailia Road
The Cairo–Ismailia Road is a major highway in Egypt that links the capital city of Cairo with the city of Ismailia near the Suez Canal, serving as a key corridor for regional transport and trade.
- 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: Luxor–Hurghada Road Triple: [Egyptian road network, hasMajorRoute, Luxor–Hurghada Road]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luxor–Hurghada Road Target entity description: 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.
-
A.
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.
-
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.
Alexandria–Marsa Matruh highway
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.
-
E.
Cairo–Ismailia Road
The Cairo–Ismailia Road is a major highway in Egypt that links the capital city of Cairo with the city of Ismailia near the Suez Canal, serving as a key corridor for regional transport and trade.
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6981e9148190baf2ed56a7b7340e |
completed | April 14, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94a018c88190b4fdbf36687ad973 |
completed | May 8, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69fd951e076481909e10e41ce8a54c1d |
completed | May 8, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd959a6a74819096ee02b9f6fe227b |
completed | May 8, 2026, 7:49 a.m. |
Created at: April 10, 2026, 1:11 a.m.