Triple

T7780765
Position Surface form Disambiguated ID Type / Status
Subject University of Redlands E221508 entity
Predicate hasAcademicUnit P1488 FINISHED
Object School of Business & Society
The School of Business & Society is an academic division of the University of Redlands that focuses on business education with an emphasis on social responsibility and community impact.
 E693235 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 & Society | Statement: [University of Redlands, hasAcademicUnit, School of Business & Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Business & Society
Context triple: [University of Redlands, hasAcademicUnit, School of Business & Society]
  • A. School of Business and Leadership
    The School of Business and Leadership is the business-focused academic division of the University of Puget Sound, offering undergraduate programs that emphasize ethical leadership, critical thinking, and practical preparation for careers in business and management.
  • B. School of Business and Economics
    The School of Business and Economics is the faculty of the Free University of Berlin dedicated to research and teaching in business administration, economics, and related fields.
  • C. School of Business and Economics
    The School of Business and Economics is an academic division of Sonoma State University offering undergraduate and graduate programs in business, management, and related fields.
  • D. School of Business and Economics
    The School of Business and Economics is Maastricht University's faculty dedicated to education and research in business, economics, and related disciplines.
  • E. School of Business and Economics
    The School of Business and Economics is a faculty of Vrije Universiteit Amsterdam offering education and research in business, management, and economics.
  • 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 & Society
Triple: [University of Redlands, hasAcademicUnit, School of Business & Society]
Generated description
The School of Business & Society is an academic division of the University of Redlands that focuses on business education with an emphasis on social responsibility and community impact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Business & Society
Target entity description: The School of Business & Society is an academic division of the University of Redlands that focuses on business education with an emphasis on social responsibility and community impact.
  • A. School of Business and Leadership
    The School of Business and Leadership is the business-focused academic division of the University of Puget Sound, offering undergraduate programs that emphasize ethical leadership, critical thinking, and practical preparation for careers in business and management.
  • B. School of Business and Economics
    The School of Business and Economics is the faculty of the Free University of Berlin dedicated to research and teaching in business administration, economics, and related fields.
  • C. School of Business and Economics
    The School of Business and Economics is an academic division of Sonoma State University offering undergraduate and graduate programs in business, management, and related fields.
  • D. School of Business and Economics
    The School of Business and Economics is a faculty of Vrije Universiteit Amsterdam offering education and research in business, management, and economics.
  • E. School of Business and Economics
    The School of Business and Economics is Maastricht University's faculty dedicated to education and research in business, economics, and related disciplines.
  • 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_69ca83ebbef881909ac47f789145fef7 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69caa4d6cf9881909f5220437db13cc7 completed March 30, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf5c1f20c81908ae2fc35550b91b5 completed March 30, 2026, 10:14 p.m.
NEDg Description generation batch_69caf81d934881908fa41ebd43f3b2e2 completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69cafa013f348190a2067dee4a0c8c40 completed March 30, 2026, 10:32 p.m.
Created at: March 30, 2026, 4:20 p.m.