Triple

T2851399
Position Surface form Disambiguated ID Type / Status
Subject University of South Dakota E63098 entity
Predicate hasCollege P113 FINISHED
Object Beacom School of Business
Beacom School of Business is the business school of the University of South Dakota, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
 E303146 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: Beacom School of Business | Statement: [University of South Dakota, hasCollege, Beacom School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beacom School of Business
Context triple: [University of South Dakota, hasCollege, Beacom School of Business]
  • A. 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.
  • 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. McCallum Graduate School of Business
    McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
  • D. 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.
  • E. Merrick School of Business
    Merrick School of Business is the business school of the University of Baltimore, offering undergraduate and graduate programs focused on business, management, 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: Beacom School of Business
Triple: [University of South Dakota, hasCollege, Beacom School of Business]
Generated description
Beacom School of Business is the business school of the University of South Dakota, 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: Beacom School of Business
Target entity description: Beacom School of Business is the business school of the University of South Dakota, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • A. 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.
  • 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. McCallum Graduate School of Business
    McCallum Graduate School of Business is the graduate business school of Bentley University, offering advanced programs in areas such as finance, analytics, and management.
  • D. 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.
  • E. Merrick School of Business
    Merrick School of Business is the business school of the University of Baltimore, offering undergraduate and graduate programs focused on business, management, 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_69ab4c407c408190857d25e027155ce9 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf5ca2648190bd32c6ec4b0dd3b6 completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8e23694819089b38a10e1bc2f03 completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afea2358b88190a91ef389f5a98cea completed March 10, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69b0035854e88190a8750b3291aa41c4 completed March 10, 2026, 11:41 a.m.
Created at: March 6, 2026, 10:02 p.m.