Triple

T12789918
Position Surface form Disambiguated ID Type / Status
Subject Qalyub E305730 entity
Predicate transportConnection P1298 FINISHED
Object Cairo–Alexandria agricultural road
The Cairo–Alexandria agricultural road is a major intercity highway in Egypt that runs through the Nile Delta, linking Cairo and Alexandria while serving numerous agricultural and industrial communities along its route.
E1004930 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–Alexandria agricultural road | Statement: [Qalyub, transportConnection, Cairo–Alexandria agricultural road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cairo–Alexandria agricultural road
Context triple: [Qalyub, transportConnection, Cairo–Alexandria agricultural road]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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–Alexandria agricultural road
Triple: [Qalyub, transportConnection, Cairo–Alexandria agricultural road]
Generated description
The Cairo–Alexandria agricultural road is a major intercity highway in Egypt that runs through the Nile Delta, linking Cairo and Alexandria while serving numerous agricultural and industrial communities along its route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cairo–Alexandria agricultural road
Target entity description: The Cairo–Alexandria agricultural road is a major intercity highway in Egypt that runs through the Nile Delta, linking Cairo and Alexandria while serving numerous agricultural and industrial communities along its route.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. 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.
  • 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e6a61f48190972e241e70bc392c completed April 10, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ebeab2081908a6e38351613e3ed completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f6900385548190befe667dc4e33af9 completed May 3, 2026, midnight
NED2 Entity disambiguation (via description) batch_69f690c0bd208190bd1f04a9640ad1ce completed May 3, 2026, 12:03 a.m.
Created at: April 9, 2026, 5:30 p.m.