Triple

T925407
Position Surface form Disambiguated ID Type / Status
Subject University of St Andrews E19971 entity
Predicate hasSchool P113 FINISHED
Object School of Management
The School of Management at the University of St Andrews is an academic department focused on teaching and research in business, management, and related disciplines within Scotland’s oldest university.
 E111521 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 Management | Statement: [University of St Andrews, hasSchool, School of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Management
Context triple: [University of St Andrews, hasSchool, School of Management]
  • A. School of Management
    The School of Management at the University of the Andes in Bogotá is a leading Colombian business school offering undergraduate and graduate programs in management, business administration, and related fields.
  • B. School of Management
    The School of Management at Huazhong University of Science and Technology is a leading Chinese business school offering comprehensive education and research programs in management, economics, and related fields.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Management
Triple: [University of St Andrews, hasSchool, School of Management]
Generated description
The School of Management at the University of St Andrews is an academic department focused on teaching and research in business, management, and related disciplines within Scotland’s oldest university.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Management
Target entity description: The School of Management at the University of St Andrews is an academic department focused on teaching and research in business, management, and related disciplines within Scotland’s oldest university.
  • A. School of Management
    The School of Management at the University of the Andes in Bogotá is a leading Colombian business school offering undergraduate and graduate programs in management, business administration, and related fields.
  • B. School of Management
    The School of Management at Huazhong University of Science and Technology is a leading Chinese business school offering comprehensive education and research programs in management, economics, and related fields.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69a493a099788190a696d9d8408cbaf4 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b32ad9f88190b7d477d0a9a9dbc8 completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a826dc111881908f4e2a0914eb2202 completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a84d39b3b881909ba8d1c4a4757ede completed March 4, 2026, 3:18 p.m.
NED2 Entity disambiguation (via description) batch_69a84dbeef6c81908dd6593722dfb52b completed March 4, 2026, 3:20 p.m.
Created at: March 1, 2026, 7:40 p.m.