Triple

T10819659
Position Surface form Disambiguated ID Type / Status
Subject Hampton University E255330 entity
Predicate hasAcademicUnit P1488 FINISHED
Object School of Business
The School of Business is Hampton University's business education division, offering undergraduate and graduate programs focused on management, entrepreneurship, and related fields.
E887788 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: School of Business | Statement: [Hampton University, hasAcademicUnit, School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Business
Context triple: [Hampton University, hasAcademicUnit, School of Business]
  • A. School of Business
    The School of Business at Trinity College Dublin is a leading Irish business school offering undergraduate, postgraduate, and executive education in business and management.
  • B. School of Business
    The School of Business at Christian Brothers University is an academic division offering undergraduate and graduate programs focused on business education and professional preparation.
  • C. School of Business
    The School of Business is an academic division of the University of Lusaka that offers business-related education and training in fields such as management, finance, and entrepreneurship.
  • D. School of Business
    The School of Business is Aalto University’s business faculty, known for its research and education in economics, management, and related fields.
  • E. School of Business
    The School of Business at St. Bonaventure University is an academic division offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management within a Franciscan liberal arts tradition.
  • 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: School of Business
Triple: [Hampton University, hasAcademicUnit, School of Business]
Generated description
The School of Business is Hampton University's business education division, offering undergraduate and graduate programs focused on management, entrepreneurship, and related fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Business
Target entity description: The School of Business is Hampton University's business education division, offering undergraduate and graduate programs focused on management, entrepreneurship, and related fields.
  • A. School of Business
    The School of Business at Hamline University is an academic division offering undergraduate and graduate programs focused on business education, management, and related professional fields.
  • B. School of Business
    The School of Business is an academic division of Camosun College that offers business-related programs and courses in areas such as management, accounting, marketing, and entrepreneurship.
  • C. School of Business
    The School of Business is an academic division of Norfolk State University that offers business-related undergraduate and graduate programs.
  • D. School of Business
    The School of Business at the University of Indianapolis is an academic division offering undergraduate and graduate programs focused on business education, management, and related professional fields.
  • E. School of Business
    The School of Business at Virginia Union University is an academic division that offers business-related undergraduate and possibly graduate programs focused on preparing students for careers in commerce, 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d734492be88190874ea0ba4d0fa643 completed April 9, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69de8569178481909474e939a3e4c217 completed April 14, 2026, 6:20 p.m.
NEDg Description generation batch_69de8955b9d8819086ff98efbff6c7a0 completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8f4a318c819086559fd53506ab29 completed April 14, 2026, 7:02 p.m.
Created at: April 8, 2026, 9:18 p.m.