Triple

T9035806
Position Surface form Disambiguated ID Type / Status
Subject University of Montana E216489 entity
Predicate hasCollege P113 FINISHED
Object College of Business
The College of Business at the University of Montana is the university’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
E773745 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: [University of Montana, hasCollege, College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Business
Context triple: [University of Montana, 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: [University of Montana, hasCollege, College of Business]
Generated description
The College of Business at the University of Montana is the university’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: College of Business
Target entity description: The College of Business at the University of Montana is the university’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • A. 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.
  • B. College of Business
    The College of Business at the University of Wyoming is an academic unit that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing, preparing students for careers in business and related professions.
  • C. 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.
  • D. College of Business
    The College of Business is the business school of the University of Alabama in Huntsville, offering undergraduate and graduate programs in fields such as management, accounting, finance, 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_69ca83d10b608190b2b2f8e0a7faaf14 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc6ac0b00c8190a7250b86bb7cc276 completed April 1, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfdbd1cd688190a4456f242e6d3ddf completed April 3, 2026, 3:25 p.m.
NEDg Description generation batch_69cfdc9868fc8190addad6b87b567277 completed April 3, 2026, 3:28 p.m.
NED2 Entity disambiguation (via description) batch_69cfe0aafe4c81908a5b31590f6c9152 completed April 3, 2026, 3:45 p.m.
Created at: March 30, 2026, 7:08 p.m.