Triple

T3546092
Position Surface form Disambiguated ID Type / Status
Subject Murray State University E74999 entity
Predicate hasAcademicUnit P1488 FINISHED
Object College of Business
The College of Business at Murray State University is an academic division that offers undergraduate and graduate programs focused on business education, research, and professional preparation.
E370269 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: [Murray State University, hasAcademicUnit, College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Business
Context triple: [Murray State University, hasAcademicUnit, College of Business]
  • A. College of Business
    The College of Business is the business school of California State University, Sacramento, offering undergraduate and graduate programs in areas such as management, finance, marketing, and accounting.
  • 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 is the business-focused academic division of Eastern New Mexico University, offering programs in areas such as management, marketing, accounting, and related fields.
  • 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: [Murray State University, hasAcademicUnit, College of Business]
Generated description
The College of Business at Murray State University is an academic division that offers undergraduate and graduate programs focused on business education, research, and professional preparation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Business
Target entity description: The College of Business at Murray State University is an academic division that offers undergraduate and graduate programs focused on business education, research, and professional preparation.
  • A. 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.
  • 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 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.
  • D. 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.
  • 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

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_69ad85d33c6c819081d5ac1df13b5680 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbfcf64488190af8452308734028c completed March 8, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bb8ec8948190a0ae799ad20f42b3 completed March 13, 2026, 7:23 a.m.
NEDg Description generation batch_69b3bd2c58188190ae822c2334e7d123 completed March 13, 2026, 7:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3f85388c8819080c3cf149314b2ea completed March 13, 2026, 11:43 a.m.
Created at: March 8, 2026, 3:20 p.m.