Triple
T14291673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Egyptian road network |
E354326
|
entity |
| Predicate | hasMajorRoute |
P385
|
FINISHED |
| Object |
Cairo–Ain Sokhna Road
The Cairo–Ain Sokhna Road is a major Egyptian highway linking the capital Cairo with the Red Sea resort and port area of Ain Sokhna, serving as a key route for tourism and freight traffic.
|
E1098562
|
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: Cairo–Ain Sokhna Road | Statement: [Egyptian road network, hasMajorRoute, Cairo–Ain Sokhna Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cairo–Ain Sokhna Road Context triple: [Egyptian road network, hasMajorRoute, Cairo–Ain Sokhna Road]
-
A.
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.
-
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.
Helwan Road
Helwan Road is a major thoroughfare in Cairo, Egypt, connecting the Maadi district with the southern industrial and residential areas including Helwan.
-
D.
Ismailia–Port Said Road
The Ismailia–Port Said Road is a major highway in northeastern Egypt that connects the city of Ismailia with the coastal city and port of Port Said along the Suez Canal region.
-
E.
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.
- 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: Cairo–Ain Sokhna Road Triple: [Egyptian road network, hasMajorRoute, Cairo–Ain Sokhna Road]
Generated description
The Cairo–Ain Sokhna Road is a major Egyptian highway linking the capital Cairo with the Red Sea resort and port area of Ain Sokhna, serving as a key route for tourism and freight traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cairo–Ain Sokhna Road Target entity description: The Cairo–Ain Sokhna Road is a major Egyptian highway linking the capital Cairo with the Red Sea resort and port area of Ain Sokhna, serving as a key route for tourism and freight traffic.
-
A.
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.
-
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.
Helwan Road
Helwan Road is a major thoroughfare in Cairo, Egypt, connecting the Maadi district with the southern industrial and residential areas including Helwan.
-
D.
Ismailia–Port Said Road
The Ismailia–Port Said Road is a major highway in northeastern Egypt that connects the city of Ismailia with the coastal city and port of Port Said along the Suez Canal region.
-
E.
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.
- 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_69fd5bb9947481909cd16aa1d719fbe5 |
completed | May 8, 2026, 3:42 a.m. |
| NEDg | Description generation | batch_69fd5d16cd708190b57e47deb9b98aae |
completed | May 8, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5d8f337881908b245e63b60db249 |
completed | May 8, 2026, 3:50 a.m. |
Created at: April 10, 2026, 1:11 a.m.