Triple

T23278027
Position Surface form Disambiguated ID Type / Status
Subject Qasr El Aini Street E588776 entity
Predicate hasNearbyInstitution P6776 FINISHED
Object Cairo University (nearby Giza campus access routes)
Cairo University (nearby Giza campus access routes) is the main public university in Giza, Egypt, whose campus is a major educational hub accessible via key thoroughfares such as Qasr El Aini Street.
E1578258 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 University (nearby Giza campus access routes) | Statement: [Qasr El Aini Street, hasNearbyInstitution, Cairo University (nearby Giza campus access routes)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cairo University (nearby Giza campus access routes)
Context triple: [Qasr El Aini Street, hasNearbyInstitution, Cairo University (nearby Giza campus access routes)]
  • A. Dar al-Ulum, Cairo University
    Dar al-Ulum, Cairo University is a prominent faculty of Arabic language, Islamic studies, and education in Cairo whose graduates have significantly influenced modern Egyptian and Islamic intellectual thought.
  • B. New Cairo campus
    The New Cairo campus is the modern, purpose-built main campus of the American University in Cairo, located in the New Cairo district and housing most of the university’s academic, administrative, and student life facilities.
  • C. Helwan University main campus
    Helwan University main campus is the primary academic and administrative hub of Helwan University, located in the Helwan district of Greater Cairo, Egypt.
  • D. Es-Senia campus
    Es-Senia campus is a major campus of the University of Oran 1 Ahmed Ben Bella in Algeria, hosting a wide range of academic faculties and student facilities.
  • E. Nahda University in Beni Suef
    Nahda University in Beni Suef is a private Egyptian university offering a range of undergraduate and postgraduate programs in fields such as medicine, engineering, and humanities.
  • 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 University (nearby Giza campus access routes)
Triple: [Qasr El Aini Street, hasNearbyInstitution, Cairo University (nearby Giza campus access routes)]
Generated description
Cairo University (nearby Giza campus access routes) is the main public university in Giza, Egypt, whose campus is a major educational hub accessible via key thoroughfares such as Qasr El Aini Street.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cairo University (nearby Giza campus access routes)
Target entity description: Cairo University (nearby Giza campus access routes) is the main public university in Giza, Egypt, whose campus is a major educational hub accessible via key thoroughfares such as Qasr El Aini Street.
  • A. Dar al-Ulum, Cairo University
    Dar al-Ulum, Cairo University is a prominent faculty of Arabic language, Islamic studies, and education in Cairo whose graduates have significantly influenced modern Egyptian and Islamic intellectual thought.
  • B. New Cairo campus
    The New Cairo campus is the modern, purpose-built main campus of the American University in Cairo, located in the New Cairo district and housing most of the university’s academic, administrative, and student life facilities.
  • C. Helwan University main campus
    Helwan University main campus is the primary academic and administrative hub of Helwan University, located in the Helwan district of Greater Cairo, Egypt.
  • D. Es-Senia campus
    Es-Senia campus is a major campus of the University of Oran 1 Ahmed Ben Bella in Algeria, hosting a wide range of academic faculties and student facilities.
  • E. Nahda University in Beni Suef
    Nahda University in Beni Suef is a private Egyptian university offering a range of undergraduate and postgraduate programs in fields such as medicine, engineering, and humanities.
  • 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_69e25d16e2c08190a291de254703129e completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1957991108190ac82fa6dd355f722 completed April 29, 2026, 5:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f7d1df88190bb71f663d677787f completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c402a5c748190be65373058a7c0a1 completed May 19, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4095db6c81908d3186953ac7aa40 completed May 19, 2026, 10:51 a.m.
Created at: April 17, 2026, 4:49 p.m.