Triple

T12789857
Position Surface form Disambiguated ID Type / Status
Subject Banha E305729 entity
Predicate hasUniversity P113 FINISHED
Object Banha University
Banha University is a public higher education institution in Banha, Egypt, offering a wide range of undergraduate and postgraduate programs across multiple faculties and research centers.
 E1002773 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: Banha University | Statement: [Banha, hasUniversity, Banha University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Banha University
Context triple: [Banha, hasUniversity, Banha University]
  • A. Maejo University
    Maejo University is a public agricultural-focused university in Chiang Mai, Thailand, known as one of the country’s oldest institutions specializing in agricultural sciences and related fields.
  • B. Warmadewa University
    Warmadewa University is a private higher education institution located in Denpasar, Bali, Indonesia, offering a range of undergraduate and postgraduate programs.
  • C. Shaqra University
    Shaqra University is a public higher education institution in Saudi Arabia that offers a range of undergraduate and graduate programs across multiple campuses in the Shaqra region and surrounding areas.
  • D. Óbuda University
    Óbuda University is a Hungarian public university in Budapest known for its strong focus on engineering, applied sciences, and technical education.
  • E. Nilai University
    Nilai University is a private higher education institution in Malaysia known for offering a range of academic programs to local and international students.
  • 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: Banha University
Triple: [Banha, hasUniversity, Banha University]
Generated description
Banha University is a public higher education institution in Banha, Egypt, offering a wide range of undergraduate and postgraduate programs across multiple faculties and research centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Banha University
Target entity description: Banha University is a public higher education institution in Banha, Egypt, offering a wide range of undergraduate and postgraduate programs across multiple faculties and research centers.
  • A. Maejo University
    Maejo University is a public agricultural-focused university in Chiang Mai, Thailand, known as one of the country’s oldest institutions specializing in agricultural sciences and related fields.
  • B. Warmadewa University
    Warmadewa University is a private higher education institution located in Denpasar, Bali, Indonesia, offering a range of undergraduate and postgraduate programs.
  • C. Shaqra University
    Shaqra University is a public higher education institution in Saudi Arabia that offers a range of undergraduate and graduate programs across multiple campuses in the Shaqra region and surrounding areas.
  • D. Óbuda University
    Óbuda University is a Hungarian public university in Budapest known for its strong focus on engineering, applied sciences, and technical education.
  • E. Nilai University
    Nilai University is a private higher education institution in Malaysia known for offering a range of academic programs to local and international students.
  • 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_69f68508e4488190bb57a1ade93987ab completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f687ae18c08190a94dca38bb69d10f completed May 2, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f68884ed348190a1b2c89b1d655fa9 completed May 2, 2026, 11:28 p.m.
Created at: April 9, 2026, 5:30 p.m.