Triple

T2349635
Position Surface form Disambiguated ID Type / Status
Subject Zagazig E47415 entity
Predicate hasUniversity P113 FINISHED
Object Zagazig University
Zagazig University is a public higher education institution in Zagazig, Egypt, offering a wide range of undergraduate and postgraduate programs across various disciplines.
E259102 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: Zagazig University | Statement: [Zagazig, hasUniversity, Zagazig University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zagazig University
Context triple: [Zagazig, hasUniversity, Zagazig University]
  • A. Assiut University
    Assiut University is a major public higher education and research institution located in the city of Assiut in Upper Egypt.
  • B. Beni Suef University
    Beni Suef University is a public higher education institution in Egypt known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
  • C. Tanta University
    Tanta University is a public higher education institution in Tanta, Egypt, offering a wide range of undergraduate and postgraduate programs across multiple disciplines.
  • D. Helwan University
    Helwan University is a public university in Helwan, Egypt, known for its diverse academic programs and strong focus on applied arts, engineering, and technology.
  • E. 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.
  • 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: Zagazig University
Triple: [Zagazig, hasUniversity, Zagazig University]
Generated description
Zagazig University is a public higher education institution in Zagazig, Egypt, offering a wide range of undergraduate and postgraduate programs across various disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zagazig University
Target entity description: Zagazig University is a public higher education institution in Zagazig, Egypt, offering a wide range of undergraduate and postgraduate programs across various disciplines.
  • A. Assiut University
    Assiut University is a major public higher education and research institution located in the city of Assiut in Upper Egypt.
  • B. Beni Suef University
    Beni Suef University is a public higher education institution in Egypt known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
  • C. Tanta University
    Tanta University is a public higher education institution in Tanta, Egypt, offering a wide range of undergraduate and postgraduate programs across multiple disciplines.
  • D. Helwan University
    Helwan University is a public university in Helwan, Egypt, known for its diverse academic programs and strong focus on applied arts, engineering, and technology.
  • E. 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.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6cc90d08190824a90e190d1b017 completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae962cb7988190bb2bb23191acf6ae completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae9a035b70819096f2d556fb14313b completed March 9, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_69ae9af22c688190b1c8bb169f5658ca completed March 9, 2026, 10:03 a.m.
Created at: March 4, 2026, 7:54 p.m.