Triple

T996933
Position Surface form Disambiguated ID Type / Status
Subject Wake Forest University E21515 entity
Predicate hasAcademicUnit P1488 FINISHED
Object School of Business
The School of Business at Wake Forest University is a professional academic unit offering undergraduate and graduate programs in business disciplines such as management, finance, and accounting.
 E118229 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: [Wake Forest University, hasAcademicUnit, School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Business
Context triple: [Wake Forest University, hasAcademicUnit, School of Business]
  • A. School of Business
    The School of Business at North Carolina Central University is an academic unit that offers undergraduate and graduate programs focused on business education, management, and related professional fields.
  • B. School of Business
    The School of Business at the University of Dundee is an academic unit offering business-related education and research in areas such as management, finance, and economics.
  • C. School of Business Administration
    The School of Business Administration is the University of Miami’s business school, offering undergraduate and graduate programs in areas such as finance, marketing, management, and accounting.
  • D. School of Business Administration
    The School of Business Administration is a faculty unit of Zhongnan University of Economics and Law specializing in education and research in management and business-related disciplines.
  • E. College of Business
    The College of Business at Oregon State University is an academic unit that offers undergraduate and graduate programs in fields such as accounting, finance, marketing, and management, preparing students for careers in business and entrepreneurship.
  • 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: [Wake Forest University, hasAcademicUnit, School of Business]
Generated description
The School of Business at Wake Forest University is a professional academic unit offering undergraduate and graduate programs in business disciplines such as management, finance, and accounting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Business
Target entity description: The School of Business at Wake Forest University is a professional academic unit offering undergraduate and graduate programs in business disciplines such as management, finance, and accounting.
  • A. School of Business
    The School of Business at North Carolina Central University is an academic unit that offers undergraduate and graduate programs focused on business education, management, and related professional fields.
  • B. School of Business
    The School of Business at the University of Dundee is an academic unit offering business-related education and research in areas such as management, finance, and economics.
  • C. School of Business Administration
    The School of Business Administration is the University of Miami’s business school, offering undergraduate and graduate programs in areas such as finance, marketing, management, and accounting.
  • D. School of Business Administration
    The School of Business Administration is a faculty unit of Zhongnan University of Economics and Law specializing in education and research in management and business-related disciplines.
  • E. College of Business
    The College of Business at Oregon State University is an academic unit that offers undergraduate and graduate programs in fields such as accounting, finance, marketing, and management, preparing students for careers in business and entrepreneurship.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4e0f0d081908b888c246d001786 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a18db488190bf7d604fe6a33b9e completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2ab3df188190a70c46b276b562fe completed March 7, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69ac2b28e9dc8190bdf5642def2399c5 completed March 7, 2026, 1:42 p.m.
Created at: March 1, 2026, 7:41 p.m.