Triple
T3366037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qena Governorate |
E70836
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
Upper Egypt highway
The Upper Egypt highway is a major roadway serving as a key north–south transport corridor through Upper Egypt, facilitating regional connectivity and economic activity.
|
E353055
|
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: Upper Egypt highway | Statement: [Qena Governorate, hasTransportInfrastructure, Upper Egypt highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Egypt highway Context triple: [Qena Governorate, hasTransportInfrastructure, Upper Egypt highway]
-
A.
Cairo–Asyut desert road
The Cairo–Asyut desert road is a major highway in Egypt that runs through the Western Desert, linking the capital Cairo with the city of Asyut and serving several governorates along the Nile Valley.
-
B.
Cairo–Alexandria Desert Road
The Cairo–Alexandria Desert Road is a major Egyptian highway linking Cairo and Alexandria across the Western Desert, serving as one of the country’s most important transportation corridors.
-
C.
Cairo–Ismailia Desert Road
The Cairo–Ismailia Desert Road is a major highway in Egypt that links Cairo with the city of Ismailia across the Eastern Desert, serving key industrial and satellite cities along its route.
-
D.
Cairo–Suez Road
The Cairo–Suez Road is a major Egyptian highway linking Cairo with the city of Suez and serving several satellite and industrial cities along its route.
-
E.
Katameya–Ain Sokhna Road
The Katameya–Ain Sokhna Road is a major Egyptian highway linking the Cairo suburbs with the Red Sea resort area of Ain Sokhna, serving as a key route for both commuters and tourists.
- 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: Upper Egypt highway Triple: [Qena Governorate, hasTransportInfrastructure, Upper Egypt highway]
Generated description
The Upper Egypt highway is a major roadway serving as a key north–south transport corridor through Upper Egypt, facilitating regional connectivity and economic activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Upper Egypt highway Target entity description: The Upper Egypt highway is a major roadway serving as a key north–south transport corridor through Upper Egypt, facilitating regional connectivity and economic activity.
-
A.
Cairo–Asyut desert road
The Cairo–Asyut desert road is a major highway in Egypt that runs through the Western Desert, linking the capital Cairo with the city of Asyut and serving several governorates along the Nile Valley.
-
B.
Cairo–Alexandria Desert Road
The Cairo–Alexandria Desert Road is a major Egyptian highway linking Cairo and Alexandria across the Western Desert, serving as one of the country’s most important transportation corridors.
-
C.
Cairo–Ismailia Desert Road
The Cairo–Ismailia Desert Road is a major highway in Egypt that links Cairo with the city of Ismailia across the Eastern Desert, serving key industrial and satellite cities along its route.
-
D.
Cairo–Suez Road
The Cairo–Suez Road is a major Egyptian highway linking Cairo with the city of Suez and serving several satellite and industrial cities along its route.
-
E.
Katameya–Ain Sokhna Road
The Katameya–Ain Sokhna Road is a major Egyptian highway linking the Cairo suburbs with the Red Sea resort area of Ain Sokhna, serving as a key route for both commuters and tourists.
- 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_69ad85a729d48190afd789cd8417f289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb287a30c8190b4c40091675c94fb |
completed | March 8, 2026, 5:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b334332ce88190b898894286c166c2 |
completed | March 12, 2026, 9:46 p.m. |
| NEDg | Description generation | batch_69b33808ab208190af2381b6249927a7 |
completed | March 12, 2026, 10:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3386192848190aaa63b9ac10dd714 |
completed | March 12, 2026, 10:04 p.m. |
Created at: March 8, 2026, 3:13 p.m.