Triple

T4708809
Position Surface form Disambiguated ID Type / Status
Subject Auckland University of Technology E104457 entity
Predicate hasSchool P113 FINISHED
Object AUT Business School
AUT Business School is the business and management faculty of Auckland University of Technology, offering a range of undergraduate and postgraduate programs in areas such as accounting, finance, marketing, and management.
 E464211 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: AUT Business School | Statement: [Auckland University of Technology, hasSchool, AUT Business School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AUT Business School
Context triple: [Auckland University of Technology, hasSchool, AUT Business School]
  • A. Mays Business School
    Mays Business School is the business school of Texas A&M University, known for its programs in accounting, finance, management, and marketing and its strong ties to the corporate and energy sectors.
  • B. Warrington College of Business
    Warrington College of Business is the University of Florida’s business school, offering undergraduate, graduate, and professional programs in business and related fields.
  • C. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • D. Lacy School of Business
    The Lacy School of Business is the business school of Butler University, offering undergraduate and graduate programs focused on business education and professional development.
  • E. Neeley School of Business
    Neeley School of Business is the business school of Texas Christian University, offering undergraduate and graduate programs in business and management.
  • 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: AUT Business School
Triple: [Auckland University of Technology, hasSchool, AUT Business School]
Generated description
AUT Business School is the business and management faculty of Auckland University of Technology, offering a range of undergraduate and postgraduate programs in areas such as accounting, finance, marketing, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AUT Business School
Target entity description: AUT Business School is the business and management faculty of Auckland University of Technology, offering a range of undergraduate and postgraduate programs in areas such as accounting, finance, marketing, and management.
  • A. Mays Business School
    Mays Business School is the business school of Texas A&M University, known for its programs in accounting, finance, management, and marketing and its strong ties to the corporate and energy sectors.
  • B. Warrington College of Business
    Warrington College of Business is the University of Florida’s business school, offering undergraduate, graduate, and professional programs in business and related fields.
  • C. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • D. Lacy School of Business
    The Lacy School of Business is the business school of Butler University, offering undergraduate and graduate programs focused on business education and professional development.
  • E. Neeley School of Business
    Neeley School of Business is the business school of Texas Christian University, offering undergraduate and graduate programs in business and management.
  • 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_69bd43eac3c08190af7e4020c6c3704c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd63ed2ed081908cd52570ba085806 completed March 20, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10721b88819093be46bc5cae17c0 completed March 21, 2026, 3:28 a.m.
NEDg Description generation batch_69be1452eba88190bf982ab0f464e96f completed March 21, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69be14ca370481909c5e144e63ceb495 completed March 21, 2026, 3:47 a.m.
Created at: March 20, 2026, 1:17 p.m.