Triple
T14944245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cairo–Aswan highway |
E372611
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
Egyptian road authorities
Egyptian road authorities are the national governmental bodies responsible for planning, constructing, and maintaining Egypt’s road and highway infrastructure.
|
E27663
|
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: Egyptian road authorities | Statement: [Cairo–Aswan highway, maintainedBy, Egyptian road authorities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Egyptian road authorities Context triple: [Cairo–Aswan highway, maintainedBy, Egyptian road authorities]
-
A.
Ministry of Transport of Egypt
The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
-
B.
Egyptian road network
The Egyptian road network is the nationwide system of highways and roads that connects major cities, towns, and regions across Egypt, supporting transportation, trade, and economic activity.
-
C.
Egyptian National Authority for Tunnels
The Egyptian National Authority for Tunnels is a government agency responsible for planning, constructing, and managing Egypt’s major tunnel and urban rail projects, including metro and rapid transit systems.
-
D.
Aswan–Abu Simbel Road
The Aswan–Abu Simbel Road is a major highway in southern Egypt that connects the city of Aswan with the archaeological site of Abu Simbel near the Sudanese border.
-
E.
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.
- 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: Egyptian road authorities Triple: [Cairo–Aswan highway, maintainedBy, Egyptian road authorities]
Generated description
Egyptian road authorities are the national governmental bodies responsible for planning, constructing, and maintaining Egypt’s road and highway infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Egyptian road authorities Target entity description: Egyptian road authorities are the national governmental bodies responsible for planning, constructing, and maintaining Egypt’s road and highway infrastructure.
-
A.
Ministry of Transport of Egypt
chosen
The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
-
B.
Egyptian road network
The Egyptian road network is the nationwide system of highways and roads that connects major cities, towns, and regions across Egypt, supporting transportation, trade, and economic activity.
-
C.
Egyptian National Authority for Tunnels
The Egyptian National Authority for Tunnels is a government agency responsible for planning, constructing, and managing Egypt’s major tunnel and urban rail projects, including metro and rapid transit systems.
-
D.
Aswan–Abu Simbel Road
The Aswan–Abu Simbel Road is a major highway in southern Egypt that connects the city of Aswan with the archaeological site of Abu Simbel near the Sudanese border.
-
E.
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.
- F. None of above.
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_69d85cc9da0c81908d583ca3f63a3908 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded68d20048190a403af85fe43dede |
completed | April 15, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe7e9484e8819086ca6a59d672e49d |
completed | May 9, 2026, 12:23 a.m. |
| NEDg | Description generation | batch_69fe7f8cdc8c81908c961ffa83cbd19e |
completed | May 9, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe801d6b048190a7c7e50ad53b1260 |
completed | May 9, 2026, 12:30 a.m. |
Created at: April 10, 2026, 2:39 a.m.