Triple

T9940708
Position Surface form Disambiguated ID Type / Status
Subject Bloomsburg University of Pennsylvania E194072 entity
Predicate hasAcademicDivision P50 FINISHED
Object College of Business
The College of Business is an academic division of Bloomsburg University of Pennsylvania that offers undergraduate and possibly graduate programs in fields such as accounting, finance, management, and marketing.
E830629 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: [Bloomsburg University of Pennsylvania, hasAcademicDivision, College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: College of Business
Context triple: [Bloomsburg University of Pennsylvania, hasAcademicDivision, 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: [Bloomsburg University of Pennsylvania, hasAcademicDivision, College of Business]
Generated description
The College of Business is an academic division of Bloomsburg University of Pennsylvania that offers undergraduate and possibly graduate programs in fields 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 is an academic division of Bloomsburg University of Pennsylvania that offers undergraduate and possibly graduate programs in fields such as accounting, finance, management, and marketing.
  • A. College of Business
    The College of Business is an academic division of Kutztown University of Pennsylvania that offers undergraduate and possibly graduate programs in fields such as accounting, finance, management, and marketing.
  • B. College of Business
    The College of Business is an academic division of Delaware State University that offers undergraduate and graduate programs in fields such as accounting, finance, management, and marketing to prepare students for careers in the business world.
  • 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 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.
  • 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

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_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb60f4ffc8190bfe916bb4a7bf5c5 completed April 2, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d229080d0081908b66b9c4166db252 completed April 5, 2026, 9:19 a.m.
NEDg Description generation batch_69d22a07d4088190b19b4529c0a56f8d completed April 5, 2026, 9:23 a.m.
NED2 Entity disambiguation (via description) batch_69d22b37ce8481909a52a144605d44a4 completed April 5, 2026, 9:28 a.m.
Created at: March 30, 2026, 8:44 p.m.