Triple

T4825337
Position Surface form Disambiguated ID Type / Status
Subject Marshall University E107809 entity
Predicate hasCollege P113 FINISHED
Object College of Business
The College of Business at Marshall University is an academic unit that offers undergraduate and graduate programs in business disciplines such as management, marketing, finance, and accounting.
E483224 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: [Marshall University, hasCollege, College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Business
Context triple: [Marshall University, hasCollege, College of Business]
  • A. 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.
  • 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 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
  • 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: [Marshall University, hasCollege, College of Business]
Generated description
The College of Business at Marshall University is an academic unit that offers undergraduate and graduate programs in business disciplines such as management, marketing, finance, and accounting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Business
Target entity description: The College of Business at Marshall University is an academic unit that offers undergraduate and graduate programs in business disciplines such as management, marketing, finance, and accounting.
  • A. 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.
  • B. College of Business
    The College of Business at the University of Louisville is an academic unit that offers undergraduate and graduate programs in business disciplines such as accounting, finance, management, and marketing.
  • C. 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.
  • D. College of Business
    The College of Business at Jackson State University is an academic unit that offers undergraduate and graduate programs in business disciplines such as accounting, finance, management, and marketing.
  • E. 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.
  • 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_69bd43fac8188190803f0327190621e4 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6cadb2bc81909455149e46eb593a completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81ad41848190bb86aee50b33ca75 completed March 21, 2026, 11:31 a.m.
NEDg Description generation batch_69be82dcc280819098eac824370b1af0 completed March 21, 2026, 11:37 a.m.
NED2 Entity disambiguation (via description) batch_69be8349507481908643591de7f03f42 completed March 21, 2026, 11:38 a.m.
Created at: March 20, 2026, 1:24 p.m.