Triple

T6000914
Position Surface form Disambiguated ID Type / Status
Subject Kent State University E133591 entity
Predicate hasCollege P113 FINISHED
Object Ambassador Crawford College of Business and Entrepreneurship
Ambassador Crawford College of Business and Entrepreneurship is the business school of Kent State University, offering undergraduate and graduate programs focused on business, management, and entrepreneurial education.
 E560610 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: Ambassador Crawford College of Business and Entrepreneurship | Statement: [Kent State University, hasCollege, Ambassador Crawford College of Business and Entrepreneurship]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ambassador Crawford College of Business and Entrepreneurship
Context triple: [Kent State University, hasCollege, Ambassador Crawford College of Business and Entrepreneurship]
  • A. McCallum Graduate School of Business
    McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
  • B. Sorrell College of Business
    Sorrell College of Business is the business school of Troy University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • C. Strome College of Business
    Strome College of Business is the business school of Old Dominion University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • D. Trulaske College of Business
    Trulaske College of Business is the business school of the University of Missouri, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas 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: Ambassador Crawford College of Business and Entrepreneurship
Triple: [Kent State University, hasCollege, Ambassador Crawford College of Business and Entrepreneurship]
Generated description
Ambassador Crawford College of Business and Entrepreneurship is the business school of Kent State University, offering undergraduate and graduate programs focused on business, management, and entrepreneurial education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ambassador Crawford College of Business and Entrepreneurship
Target entity description: Ambassador Crawford College of Business and Entrepreneurship is the business school of Kent State University, offering undergraduate and graduate programs focused on business, management, and entrepreneurial education.
  • A. McCallum Graduate School of Business
    McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
  • B. Sorrell College of Business
    Sorrell College of Business is the business school of Troy University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • C. Strome College of Business
    Strome College of Business is the business school of Old Dominion University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • D. Trulaske College of Business
    Trulaske College of Business is the business school of the University of Missouri, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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_69c00872444c8190bfaf1739dcec765c completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04ee7c0e08190a6e78969448b070a completed March 22, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1088366f08190bd65374d7a44fbc8 completed March 23, 2026, 9:31 a.m.
NEDg Description generation batch_69c1094d6d408190abde0d2e582c15a5 completed March 23, 2026, 9:35 a.m.
NED2 Entity disambiguation (via description) batch_69c109c333208190b90911e0cab58377 completed March 23, 2026, 9:37 a.m.
Created at: March 22, 2026, 4:05 p.m.