Triple

T19610389
Position Surface form Disambiguated ID Type / Status
Subject Minnesota State University Moorhead E470713 entity
Predicate hasAcademicUnit P1488 FINISHED
Object College of Business, Analytics & Communication
The College of Business, Analytics & Communication is an academic division of Minnesota State University Moorhead that offers programs focused on business, data analytics, and professional communication.
E1386545 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, Analytics & Communication | Statement: [Minnesota State University Moorhead, hasAcademicUnit, College of Business, Analytics & Communication]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Business, Analytics & Communication
Context triple: [Minnesota State University Moorhead, hasAcademicUnit, College of Business, Analytics & Communication]
  • A. College of Business and Analytics
    The College of Business and Analytics is an academic unit of Southern Illinois University that offers business and data-focused programs integrating management education with quantitative and analytical training.
  • B. College of Business & Communication
    The College of Business & Communication is an academic division of Brenau University that offers programs focused on business disciplines and professional communication.
  • C. School of Business and Communication
    The School of Business and Communication is an academic division of Regis College offering undergraduate and graduate programs focused on business disciplines and professional communication.
  • D. College of Business and Economics
    The College of Business and Economics is the business school of California State University, Northridge, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. College of Business and Economics
    The College of Business and Economics is the University of Idaho’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • 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, Analytics & Communication
Triple: [Minnesota State University Moorhead, hasAcademicUnit, College of Business, Analytics & Communication]
Generated description
The College of Business, Analytics & Communication is an academic division of Minnesota State University Moorhead that offers programs focused on business, data analytics, and professional communication.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Business, Analytics & Communication
Target entity description: The College of Business, Analytics & Communication is an academic division of Minnesota State University Moorhead that offers programs focused on business, data analytics, and professional communication.
  • A. College of Business and Analytics
    The College of Business and Analytics is an academic unit of Southern Illinois University that offers business and data-focused programs integrating management education with quantitative and analytical training.
  • B. College of Business & Communication
    The College of Business & Communication is an academic division of Brenau University that offers programs focused on business disciplines and professional communication.
  • C. School of Business and Communication
    The School of Business and Communication is an academic division of Regis College offering undergraduate and graduate programs focused on business disciplines and professional communication.
  • D. College of Business and Economics
    The College of Business and Economics is an academic unit of United Arab Emirates University offering undergraduate and graduate programs in business, management, and economics.
  • E. College of Business and Economics
    The College of Business and Economics at Korea University is a leading academic unit specializing in business administration and economics education and research in South Korea.
  • 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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640cb180c8190ba96ffb69c24e2e1 completed April 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0771afb2708190b46a002a5c4c4252 completed May 15, 2026, 7:19 p.m.
NEDg Description generation batch_6a07736d8990819081b3ba34f1d3600e completed May 15, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0773f9f8148190822ed74d83fdac97 completed May 15, 2026, 7:28 p.m.
Created at: April 10, 2026, 1:43 p.m.