Triple

T6275123
Position Surface form Disambiguated ID Type / Status
Subject Monmouth University E140636 entity
Predicate hasCollege P113 FINISHED
Object Leon Hess Business School
Leon Hess Business School is the business education division of Monmouth University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
 E579555 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: Leon Hess Business School | Statement: [Monmouth University, hasCollege, Leon Hess Business School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leon Hess Business School
Context triple: [Monmouth University, hasCollege, Leon Hess Business School]
  • A. 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.
  • B. Schroeder School of Business
    Schroeder School of Business is the business school of the University of Evansville, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
  • C. 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.
  • D. 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.
  • E. Kellstadt Graduate School of Business
    Kellstadt Graduate School of Business is DePaul University’s graduate business school, offering MBA and specialized master’s programs in the heart of downtown Chicago.
  • 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: Leon Hess Business School
Triple: [Monmouth University, hasCollege, Leon Hess Business School]
Generated description
Leon Hess Business School is the business education division of Monmouth University, 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: Leon Hess Business School
Target entity description: Leon Hess Business School is the business education division of Monmouth University, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • A. 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.
  • B. Schroeder School of Business
    Schroeder School of Business is the business school of the University of Evansville, offering undergraduate and graduate programs in fields such as accounting, finance, marketing, and management.
  • C. 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.
  • D. 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.
  • E. Kellstadt Graduate School of Business
    Kellstadt Graduate School of Business is DePaul University’s graduate business school, offering MBA and specialized master’s programs in the heart of downtown Chicago.
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063c170bc8190933e2fd5c9fef783 completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c2446eecfc819099c3dc5cdb960672 completed March 24, 2026, 7:59 a.m.
NEDg Description generation batch_69c246ca23148190aa82019d3857f14e completed March 24, 2026, 8:09 a.m.
NED2 Entity disambiguation (via description) batch_69c2475b2ad88190a43db8803c4e7893 completed March 24, 2026, 8:12 a.m.
Created at: March 22, 2026, 4:25 p.m.