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.