Triple

T11370219
Position Surface form Disambiguated ID Type / Status
Subject Chapman University E269320 entity
Predicate hasCollege P113 FINISHED
Object Argyros School of Business and Economics
Argyros School of Business and Economics is the business school of Chapman University, offering undergraduate and graduate programs in business, economics, and related fields.
 E921837 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: Argyros School of Business and Economics | Statement: [Chapman University, hasCollege, Argyros School of Business and Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Argyros School of Business and Economics
Context triple: [Chapman University, hasCollege, Argyros School of Business and Economics]
  • A. Athens University of Economics and Business
    Athens University of Economics and Business is a leading Greek public university specializing in economics, business, and related social sciences, located in central Athens.
  • B. Graziadio Business School
    Graziadio Business School is Pepperdine University's graduate business school, known for its MBA and business-related degree programs emphasizing ethical leadership and entrepreneurship.
  • C. Odette School of Business
    Odette School of Business is the business faculty of the University of Windsor, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, 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. 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.
  • 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: Argyros School of Business and Economics
Triple: [Chapman University, hasCollege, Argyros School of Business and Economics]
Generated description
Argyros School of Business and Economics is the business school of Chapman University, offering undergraduate and graduate programs in business, economics, and related fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Argyros School of Business and Economics
Target entity description: Argyros School of Business and Economics is the business school of Chapman University, offering undergraduate and graduate programs in business, economics, and related fields.
  • A. Athens University of Economics and Business
    Athens University of Economics and Business is a leading Greek public university specializing in economics, business, and related social sciences, located in central Athens.
  • B. Graziadio Business School
    Graziadio Business School is Pepperdine University's graduate business school, known for its MBA and business-related degree programs emphasizing ethical leadership and entrepreneurship.
  • C. Odette School of Business
    Odette School of Business is the business faculty of the University of Windsor, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, 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. 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.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea8b196881909af9b138661e816d completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5567b67f88190b0412e30b346d36d completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c7de3c8190befb6d7131129a2c completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a776390819082d47ad00cf1862b completed April 19, 2026, 11:51 p.m.
Created at: April 8, 2026, 9:33 p.m.