Triple

T15446035
Position Surface form Disambiguated ID Type / Status
Subject Arkansas State University E370024 entity
Predicate hasCollege P113 FINISHED
Object College of Business
The College of Business at Arkansas State University is an academic division that offers undergraduate and graduate programs focused on business education, research, and professional development.
E1158267 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: [Arkansas State University, hasCollege, College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Business
Context triple: [Arkansas State University, hasCollege, College of Business]
  • A. College of Business
    The College of Business is the academic division of Eastern Kentucky University that offers business-related undergraduate and graduate programs and supports research and professional development in fields such as management, accounting, finance, 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 Lipscomb University is an academic division offering undergraduate and graduate programs in business disciplines within the university’s Christian, liberal arts context.
  • D. College of Business
    The College of Business was the former name of the Lam Family College of Business, a business school within San Francisco State University.
  • E. College of Business
    The College of Business is the business-focused academic division of Clayton State University, offering undergraduate and possibly graduate programs in areas such as management, marketing, accounting, and finance.
  • 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: [Arkansas State University, hasCollege, College of Business]
Generated description
The College of Business at Arkansas State University is an academic division that offers undergraduate and graduate programs focused on business education, research, and professional development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Business
Target entity description: The College of Business at Arkansas State University is an academic division that offers undergraduate and graduate programs focused on business education, research, and professional development.
  • A. College of Business
    The College of Business at the University of Central Arkansas is an academic division that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing to prepare students for careers in business and industry.
  • B. 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.
  • C. College of Business
    The College of Business is the business-focused academic division of Austin Peay State University, offering undergraduate and graduate programs in areas such as management, marketing, accounting, and finance.
  • D. College of Business
    The College of Business at Missouri State 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 is an academic unit that offers undergraduate and graduate business education, typically including programs in areas such as accounting, finance, management, and marketing.
  • 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_69d85a19180081909925012fbf4e62a3 completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ef767b4819099f2c0919a158321 completed April 16, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff21adb6b88190b573068bda223892 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff25abb8fc8190b1a6dc0b5ba8ccd7 completed May 9, 2026, 12:16 p.m.
NED2 Entity disambiguation (via description) batch_69ff262390f48190b4917926b493b16d completed May 9, 2026, 12:18 p.m.
Created at: April 10, 2026, 3:21 a.m.