Triple

T2870529
Position Surface form Disambiguated ID Type / Status
Subject University of San Diego E63548 entity
Predicate hasAcademicDivision P50 FINISHED
Object Knauss School of Business
Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
E305610 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: Knauss School of Business | Statement: [University of San Diego, hasAcademicDivision, Knauss School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Knauss School of Business
Context triple: [University of San Diego, hasAcademicDivision, Knauss 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. Edwards School of Business
    Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • D. Craig School of Business
    Craig School of Business is the business school of California State University, Fresno, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. Albers School of Business and Economics
    Albers School of Business and Economics is the business school of Seattle University, known for its programs in business, finance, and economics with a strong emphasis on ethics and leadership.
  • 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: Knauss School of Business
Triple: [University of San Diego, hasAcademicDivision, Knauss School of Business]
Generated description
Knauss School of Business is the University of San Diego’s business school, 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: Knauss School of Business
Target entity description: Knauss School of Business is the University of San Diego’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • 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. Edwards School of Business
    Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • D. Craig School of Business
    Craig School of Business is the business school of California State University, Fresno, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • E. Albers School of Business and Economics
    Albers School of Business and Economics is the business school of Seattle University, known for its programs in business, finance, and economics with a strong emphasis on ethics and leadership.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfe2dcb48190a194253e733d14af completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01db01d348190945ab982ce5c5b2d completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b0201470cc81909188573c3749dffb completed March 10, 2026, 1:43 p.m.
NED2 Entity disambiguation (via description) batch_69b020aa00888190a683a621f1e1a107 completed March 10, 2026, 1:46 p.m.
Created at: March 6, 2026, 10:02 p.m.