Triple

T4662024
Position Surface form Disambiguated ID Type / Status
Subject Assiut University E102553 entity
Predicate hasResearchCenter P40 FINISHED
Object Assiut University Center for Environmental Studies
Assiut University Center for Environmental Studies is a specialized research institute focused on environmental science, sustainability, and ecological issues affiliated with Assiut University in Egypt.
E102553 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: Assiut University Center for Environmental Studies | Statement: [Assiut University, hasResearchCenter, Assiut University Center for Environmental Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Assiut University Center for Environmental Studies
Context triple: [Assiut University, hasResearchCenter, Assiut University Center for Environmental Studies]
  • 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. 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.
  • D. Aswan University
    Aswan University is a public higher education institution in Aswan, Egypt, offering a range of undergraduate and postgraduate programs across multiple disciplines.
  • E. Mansoura University
    Mansoura University is a major public research university in Mansoura, Egypt, known for its large student body and strong programs in medicine, engineering, and science.
  • 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: Assiut University Center for Environmental Studies
Triple: [Assiut University, hasResearchCenter, Assiut University Center for Environmental Studies]
Generated description
Assiut University Center for Environmental Studies is a specialized research institute focused on environmental science, sustainability, and ecological issues affiliated with Assiut University in Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Assiut University Center for Environmental Studies
Target entity description: Assiut University Center for Environmental Studies is a specialized research institute focused on environmental science, sustainability, and ecological issues affiliated with Assiut University in Egypt.
  • A. Assiut University chosen
    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. 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.
  • D. Aswan University
    Aswan University is a public higher education institution in Aswan, Egypt, offering a range of undergraduate and postgraduate programs across multiple disciplines.
  • E. Mansoura University
    Mansoura University is a major public research university in Mansoura, Egypt, known for its large student body and strong programs in medicine, engineering, and science.
  • F. None of above.

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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd632b7fb88190821f213620719d6b completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfafcd3908190aabf7975017ce337 completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfc7b84108190af39c7780f702745 completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69bdfd3856b48190a44f49da5fde38f6 completed March 21, 2026, 2:06 a.m.
Created at: March 20, 2026, 1:15 p.m.