Triple

T5265502
Position Surface form Disambiguated ID Type / Status
Subject Warrington College of Business E118928 entity
Predicate hasSchool P113 FINISHED
Object Heavener School of Business
Heavener School of Business is the undergraduate business school within the Warrington College of Business at the University of Florida, offering programs in areas such as finance, marketing, and management.
 E507410 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: Heavener School of Business | Statement: [Warrington College of Business, hasSchool, Heavener School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heavener School of Business
Context triple: [Warrington College of Business, hasSchool, Heavener School of Business]
  • A. Harbert College of Business
    Harbert College of Business is the business school of Auburn University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • B. Neeley School of Business
    Neeley School of Business is the business school of Texas Christian University, offering undergraduate and graduate programs in business and management.
  • C. Heider College of Business
    Heider College of Business is the business school of Creighton University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • D. Trulaske College of Business
    Trulaske College of Business is the business school of the University of Missouri, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. 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.
  • 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: Heavener School of Business
Triple: [Warrington College of Business, hasSchool, Heavener School of Business]
Generated description
Heavener School of Business is the undergraduate business school within the Warrington College of Business at the University of Florida, offering programs in areas such as finance, marketing, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heavener School of Business
Target entity description: Heavener School of Business is the undergraduate business school within the Warrington College of Business at the University of Florida, offering programs in areas such as finance, marketing, and management.
  • A. Harbert College of Business
    Harbert College of Business is the business school of Auburn University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • B. Neeley School of Business
    Neeley School of Business is the business school of Texas Christian University, offering undergraduate and graduate programs in business and management.
  • C. Heider College of Business
    Heider College of Business is the business school of Creighton University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • D. Trulaske College of Business
    Trulaske College of Business is the business school of the University of Missouri, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. 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.
  • 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_69bd446a42c88190b7ecbef006561d55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7bf89ae481908835b711fb2696fd completed March 20, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe8b787881909be9c01d1ba52561 completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff76290c819099a08cd1d5397004 completed March 21, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69befffc0e388190a02624d4f466a2a9 completed March 21, 2026, 8:30 p.m.
Created at: March 20, 2026, 1:51 p.m.