Triple

T12572328
Position Surface form Disambiguated ID Type / Status
Subject Egyptian universities E295633 entity
Predicate notableMember P10 FINISHED
Object German University in Cairo
The German University in Cairo is a prominent private university in Egypt offering German-style higher education and strong international partnerships, particularly with institutions in Germany.
E1048896 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: German University in Cairo | Statement: [Egyptian universities, notableMember, German University in Cairo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German University in Cairo
Context triple: [Egyptian universities, notableMember, German University in Cairo]
  • A. Ain Shams University
    Ain Shams University is a major public research university in Cairo, Egypt, known for its wide range of academic programs and significant role in the country’s higher education system.
  • B. Cairo University
    Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
  • C. Suez University
    Suez University is a public higher education institution in Egypt known for serving the Suez region with a range of academic and research programs.
  • D. Luxor University
    Luxor University is a public higher education institution in Luxor, Egypt, offering a range of academic programs and research activities serving Upper Egypt.
  • E. Alexandria University
    Alexandria University is a major public research university in Alexandria, Egypt, known for its wide range of academic programs and significant role in higher education in the region.
  • 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: German University in Cairo
Triple: [Egyptian universities, notableMember, German University in Cairo]
Generated description
The German University in Cairo is a prominent private university in Egypt offering German-style higher education and strong international partnerships, particularly with institutions in Germany.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German University in Cairo
Target entity description: The German University in Cairo is a prominent private university in Egypt offering German-style higher education and strong international partnerships, particularly with institutions in Germany.
  • A. Ain Shams University
    Ain Shams University is a major public research university in Cairo, Egypt, known for its wide range of academic programs and significant role in the country’s higher education system.
  • B. Cairo University
    Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
  • C. Suez University
    Suez University is a public higher education institution in Egypt known for serving the Suez region with a range of academic and research programs.
  • D. Luxor University
    Luxor University is a public higher education institution in Luxor, Egypt, offering a range of academic programs and research activities serving Upper Egypt.
  • E. Alexandria University
    Alexandria University is a major public research university in Alexandria, Egypt, known for its wide range of academic programs and significant role in higher education in the region.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954a52c788190beac128a97e34dc1 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76b9383088190a0194cd0e666d11c completed May 3, 2026, 3:36 p.m.
NEDg Description generation batch_69f7763fc23c819098d46ab0906b8764 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f7792110e48190a29b6e89c6ebcc03 completed May 3, 2026, 4:34 p.m.
Created at: April 8, 2026, 11:50 p.m.