Triple

T15136844
Position Surface form Disambiguated ID Type / Status
Subject University at Buffalo E361575 entity
Predicate hasSchool P113 FINISHED
Object School of Management
The School of Management at the University at Buffalo is a business school offering undergraduate, graduate, and professional programs in areas such as accounting, finance, marketing, and management.
E278485 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 Management | Statement: [University at Buffalo, hasSchool, School of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Management
Context triple: [University at Buffalo, hasSchool, School of Management]
  • A. School of Management
    The School of Management is Swansea University's business and management faculty, offering education and research in areas such as business, finance, marketing, and entrepreneurship.
  • B. School of Management
    The School of Management at Lanzhou University is an academic unit specializing in business and management education and research within the university.
  • C. School of Management
    The School of Management at the University of Alaska Fairbanks is a business-focused academic unit offering undergraduate and graduate programs in areas such as management, accounting, and economics, often emphasizing Alaska’s unique economic and organizational environment.
  • D. School of Management
    The School of Management is the academic division of the Polytechnic University of Puerto Rico dedicated to business and management education and research.
  • E. School of Management
    The School of Management at the University of Bath is a leading UK business school offering undergraduate, postgraduate, and research programs in business, management, and related disciplines.
  • 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 Management
Triple: [University at Buffalo, hasSchool, School of Management]
Generated description
The School of Management at the University at Buffalo is a business school offering undergraduate, graduate, and professional programs in areas such as accounting, finance, marketing, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Management
Target entity description: The School of Management at the University at Buffalo is a business school offering undergraduate, graduate, and professional programs in areas such as accounting, finance, marketing, and management.
  • A. School of Management chosen
    The School of Management at the University at Buffalo is a leading business school known for its comprehensive undergraduate, MBA, and specialized graduate programs in business and management.
  • B. School of Management
    The School of Management at Binghamton University is the university’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. School of Management
    The School of Management is the University of San Francisco’s business school, offering undergraduate and graduate programs in areas such as business administration, finance, marketing, and management.
  • D. School of Management
    The School of Management is the business school of the New York Institute of Technology, offering undergraduate and graduate programs in areas such as management, finance, marketing, and entrepreneurship.
  • E. School of Management
    The School of Management at the University of Alaska Fairbanks is a business-focused academic unit offering undergraduate and graduate programs in areas such as management, accounting, and economics, often emphasizing Alaska’s unique economic and organizational environment.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005b3f6f48190b1ed7c7b28feb7a6 completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fec88096f081908897fd1c5362c274 completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69feca4643dc8190af82f6c2f9133e2a completed May 9, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69fecb0459008190888043ab25bae96b completed May 9, 2026, 5:49 a.m.
Created at: April 10, 2026, 3:07 a.m.