Triple

T4651554
Position Surface form Disambiguated ID Type / Status
Subject University of Louisville E102304 entity
Predicate hasCollege P113 FINISHED
Object College of Business
The College of Business at the University of Louisville is an academic unit that offers undergraduate and graduate programs in business disciplines such as accounting, finance, management, and marketing.
E468224 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: College of Business | Statement: [University of Louisville, hasCollege, College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Business
Context triple: [University of Louisville, hasCollege, College of Business]
  • A. College of Business
    The College of Business is the business-focused academic division of Northern Michigan University, offering undergraduate and possibly graduate programs in areas such as management, marketing, accounting, and finance.
  • B. College of Business
    The College of Business at California State University, Long Beach is a public business school offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management, with a focus on preparing students for careers in the global business environment.
  • C. College of Business
    The College of Business is the business education division of Tennessee State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • D. College of Business
    The College of Business is an academic unit of California State University, Chico that offers undergraduate and graduate programs in business-related fields such as management, marketing, finance, and accounting.
  • E. College of Business
    The College of Business at Ohio University is an academic division that offers undergraduate and graduate programs in fields such as accounting, finance, marketing, and management, preparing students for careers in business and related professions.
  • 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: College of Business
Triple: [University of Louisville, hasCollege, College of Business]
Generated description
The College of Business at the University of Louisville is an academic unit that offers undergraduate and graduate programs in business disciplines such as accounting, finance, management, and marketing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Business
Target entity description: The College of Business at the University of Louisville is an academic unit that offers undergraduate and graduate programs in business disciplines such as accounting, finance, management, and marketing.
  • A. College of Business
    The College of Business is the business school of Loyola University New Orleans, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • B. College of Business
    The College of Business is an academic unit that offers undergraduate and graduate business education, typically including programs in areas such as accounting, finance, management, and marketing.
  • C. College of Business
    The College of Business at the University of Nevada, Reno is an academic unit offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, with a focus on preparing students for careers in business and industry.
  • D. College of Business
    The College of Business at Ohio University is an academic division that offers undergraduate and graduate programs in fields such as accounting, finance, marketing, and management, preparing students for careers in business and related professions.
  • E. College of Business
    The College of Business at the University of Nebraska–Lincoln is a major academic unit offering undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, with a focus on research, experiential learning, and professional development.
  • 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_69bd43d71a308190afea7280841b0de8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd630343f88190954d19fcd18a5864 completed March 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69be39b295ec8190bab91913ddf8eb8d completed March 21, 2026, 6:24 a.m.
NEDg Description generation batch_69be3e13c4fc819082973b84a6df4db6 completed March 21, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_69be3e667098819084b4cff865645f36 completed March 21, 2026, 6:44 a.m.
Created at: March 20, 2026, 1:14 p.m.