Triple

T9948466
Position Surface form Disambiguated ID Type / Status
Subject AUC E195265 entity
Predicate hasSchool P113 FINISHED
Object School of Business
The School of Business is the business education division of the American University in Cairo, offering undergraduate and graduate programs in fields such as management, finance, and economics.
E210471 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: School of Business | Statement: [AUC, hasSchool, School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Business
Context triple: [AUC, hasSchool, School of Business]
  • A. School of Business
    The School of Business is the division of the Southern Alberta Institute of Technology that offers business-focused education and training programs in areas such as management, accounting, and marketing.
  • B. School of Business
    The School of Business at Stevens Institute of Technology is a technology-focused business school known for integrating analytics, innovation, and management education.
  • C. School of Business
    The School of Business is an academic division of Corban University that offers undergraduate and possibly graduate programs focused on business education and professional preparation.
  • D. School of Business
    The School of Business at North Carolina Central University is an academic unit that offers undergraduate and graduate programs focused on business education, management, and related professional fields.
  • E. School of Business
    The School of Business at the University of Dundee is an academic unit offering business-related education and research in areas such as management, finance, and economics.
  • 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: School of Business
Triple: [AUC, hasSchool, School of Business]
Generated description
The School of Business is the business education division of the American University in Cairo, offering undergraduate and graduate programs in fields such as management, finance, and economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Business
Target entity description: The School of Business is the business education division of the American University in Cairo, offering undergraduate and graduate programs in fields such as management, finance, and economics.
  • A. School of Business chosen
    The School of Business at the American University in Cairo is a leading business education institution in the Middle East and North Africa, offering undergraduate and graduate programs in areas such as management, finance, and economics.
  • B. School of Business
    The School of Business at California Baptist University is an academic division offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing within a Christian higher-education setting.
  • C. School of Business
    The School of Business at Christian Brothers University is an academic division offering undergraduate and graduate programs focused on business education and professional preparation.
  • D. School of Business
    The School of Business is an academic division of Camosun College that offers business-related programs and courses in areas such as management, accounting, marketing, and entrepreneurship.
  • E. School of Business
    The School of Business at the University of Indianapolis is an academic division offering undergraduate and graduate programs focused on business education, management, and related professional fields.
  • 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_69ca82e96a108190932bd1fc4acd73a0 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb659307c81908279adb641ceef86 completed April 2, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257a164308190b88432b914ea7f1a completed April 5, 2026, 12:37 p.m.
NEDg Description generation batch_69d25924eb2481909dbf135c387051e3 completed April 5, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_69d259b292c88190818f512f90a641f3 completed April 5, 2026, 12:46 p.m.
Created at: March 30, 2026, 8:45 p.m.