Triple

T13657526
Position Surface form Disambiguated ID Type / Status
Subject University of Northern Iowa E326899 entity
Predicate hasCollege P113 FINISHED
Object College of Business
The College of Business at the University of Northern Iowa is an academic division that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, preparing students for careers in business and related professions.
E336856 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 Northern Iowa, 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 Northern Iowa, hasCollege, College of Business]
  • A. College of Business
    The College of Business, now known as Gies College of Business, is the business school of the University of Illinois at Urbana-Champaign offering undergraduate and graduate programs in fields such as accounting, finance, and management.
  • B. 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.
  • C. 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.
  • D. College of Business
    The College of Business at Mississippi State University is an academic division that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, preparing students for careers in business and industry.
  • E. College of Business
    The College of Business at Northern Illinois University is a professional school offering undergraduate and graduate programs in fields such as accounting, finance, marketing, 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: College of Business
Triple: [University of Northern Iowa, hasCollege, College of Business]
Generated description
The College of Business at the University of Northern Iowa is an academic division that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, preparing students for careers in business and related professions.
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 Northern Iowa is an academic division that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, preparing students for careers in business and related professions.
  • A. College of Business chosen
    The College of Business at the University of Northern Iowa is an academic division that offers undergraduate and graduate programs in business-related fields such as accounting, finance, management, and marketing.
  • B. College of Business
    The College of Business at Northern Illinois University is a professional school offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
  • C. College of Business
    The College of Business at North Dakota State University is an academic unit that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, preparing students for careers in business and related professions.
  • D. 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.
  • E. 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.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc61d56e4819084ae3c16ecdf4a05 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b06c5d081909d31b8a537c94edb completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c9f543481909a0de6a0c3bb041f completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:52 p.m.