Triple

T996372
Position Surface form Disambiguated ID Type / Status
Subject University of South Florida E21503 entity
Predicate hasCollege P113 FINISHED
Object Muma College of Business
Muma College of Business is the business school of the University of South Florida, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
 E122831 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: Muma College of Business | Statement: [University of South Florida, hasCollege, Muma College of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muma College of Business
Context triple: [University of South Florida, hasCollege, Muma College of Business]
  • A. Poole College of Management
    Poole College of Management is the business school of North Carolina State University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • B. Hankamer School of Business
    Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Seidman College of Business
    Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • D. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. Leavey School of Business
    The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
  • 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: Muma College of Business
Triple: [University of South Florida, hasCollege, Muma College of Business]
Generated description
Muma College of Business is the business school of the University of South Florida, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Muma College of Business
Target entity description: Muma College of Business is the business school of the University of South Florida, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • A. Poole College of Management
    Poole College of Management is the business school of North Carolina State University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • B. Hankamer School of Business
    Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Seidman College of Business
    Seidman College of Business is the business school of Grand Valley State University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • D. Quinlan School of Business
    Quinlan School of Business is the business school of Loyola University Chicago, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. Leavey School of Business
    The Leavey School of Business is the business school of Santa Clara University, known for its strong programs in entrepreneurship, innovation, and Silicon Valley–focused business education.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4df6dcc819084a7c0a50637a2c2 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac428ba1d88190bd2fd9d3de699291 completed March 7, 2026, 3:21 p.m.
NEDg Description generation batch_69ac42f4d51c81908a39c05213da4633 completed March 7, 2026, 3:23 p.m.
NED2 Entity disambiguation (via description) batch_69ac436720a88190b88ffd74956f5bf5 completed March 7, 2026, 3:25 p.m.
Created at: March 1, 2026, 7:41 p.m.