Triple

T2213262
Position Surface form Disambiguated ID Type / Status
Subject University of Cape Town E50964 entity
Predicate hasAcademicDivision P50 FINISHED
Object Graduate School of Business
The Graduate School of Business at the University of Cape Town is a leading African business school known for its MBA and executive education programs focused on emerging markets and leadership development.
E243872 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: Graduate School of Business | Statement: [University of Cape Town, hasAcademicDivision, Graduate School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Graduate School of Business
Context triple: [University of Cape Town, hasAcademicDivision, Graduate School of Business]
  • A. Graduate School of Business Administration
    The Graduate School of Business Administration is Kobe University's advanced academic division specializing in research and education in business and management.
  • B. Graduate School of Management
    The Graduate School of Management at the University of California, Davis is a professional school offering MBA and other graduate business programs with a focus on innovation, analytics, and leadership.
  • C. Jones Graduate School of Business
    Jones Graduate School of Business is the business school of Rice University in Houston, Texas, offering MBA and other graduate-level management programs.
  • D. Booth School of Business
    Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
  • E. Craig School of Business
    Craig School of Business is the business school of California State University, Fresno, 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: Graduate School of Business
Triple: [University of Cape Town, hasAcademicDivision, Graduate School of Business]
Generated description
The Graduate School of Business at the University of Cape Town is a leading African business school known for its MBA and executive education programs focused on emerging markets and leadership development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graduate School of Business
Target entity description: The Graduate School of Business at the University of Cape Town is a leading African business school known for its MBA and executive education programs focused on emerging markets and leadership development.
  • A. Graduate School of Business Administration
    The Graduate School of Business Administration is Kobe University's advanced academic division specializing in research and education in business and management.
  • B. Graduate School of Management
    The Graduate School of Management at the University of California, Davis is a professional school offering MBA and other graduate business programs with a focus on innovation, analytics, and leadership.
  • C. Jones Graduate School of Business
    Jones Graduate School of Business is the business school of Rice University in Houston, Texas, offering MBA and other graduate-level management programs.
  • D. Booth School of Business
    Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
  • E. Craig School of Business
    Craig School of Business is the business school of California State University, Fresno, 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfee6ae48190825ca792e8f99946 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6554f3308190a180cac3ad7e2ce4 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae65d419048190ad723d21ab7f1cab completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae666e71908190b50be2cac5bdfa28 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:46 p.m.