Triple

T3482871
Position Surface form Disambiguated ID Type / Status
Subject Binghamton University E73534 entity
Predicate hasSchool P113 FINISHED
Object 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.
E362225 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: [Binghamton University, hasSchool, School of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Management
Context triple: [Binghamton University, 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 the University of the Andes in Bogotá is a leading Colombian business school offering undergraduate and graduate programs in management, business administration, and related fields.
  • C. School of Management
    The School of Management at the University of St Andrews is an academic department focused on teaching and research in business, management, and related disciplines within Scotland’s oldest university.
  • D. 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.
  • E. School of Management
    The School of Management at Fudan University is a leading Chinese business school known for its comprehensive management education, research, and MBA programs.
  • 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: [Binghamton University, hasSchool, School of Management]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Management
Target entity description: 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.
  • A. School of Management
    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 the University of Bath is a leading UK business school offering undergraduate, postgraduate, and research programs in business, management, and related disciplines.
  • C. 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.
  • D. 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.
  • E. School of Management
    The School of Management is the business and management education and research unit of the University of Science and Technology of China, offering programs in areas such as management science, business administration, and related fields.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb781e9c8190810fdd814f506127 completed March 8, 2026, 6:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373b5086081908ee4491860597557 completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b37497edb88190bd3300e33666abde completed March 13, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b375233df88190a9bef254932bf7ee completed March 13, 2026, 2:23 a.m.
Created at: March 8, 2026, 3:17 p.m.