Triple

T5945704
Position Surface form Disambiguated ID Type / Status
Subject KPMB Architects E132273 entity
Predicate notableWork P4 FINISHED
Object Rotman School of Management expansion, University of Toronto
The Rotman School of Management expansion at the University of Toronto is a major academic building project that modernized and enlarged the business school’s facilities, designed by KPMB Architects to support contemporary management education and research.
E557595 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: Rotman School of Management expansion, University of Toronto | Statement: [KPMB Architects, notableWork, Rotman School of Management expansion, University of Toronto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rotman School of Management expansion, University of Toronto
Context triple: [KPMB Architects, notableWork, Rotman School of Management expansion, University of Toronto]
  • A. Ted Rogers School of Management building
    The Ted Rogers School of Management building is a major academic and business-education facility in downtown Toronto that houses Toronto Metropolitan University’s business school and related programs.
  • B. Schulich School of Business Complex
    The Schulich School of Business Complex is the main academic and administrative hub of York University’s Schulich School of Business, housing classrooms, offices, and student facilities on the university’s Keele Campus in Toronto.
  • C. University of Toronto Faculty of Applied Science and Engineering complex
    The University of Toronto Faculty of Applied Science and Engineering complex is a major cluster of academic, research, and laboratory buildings on the university’s St. George campus dedicated to engineering education and innovation.
  • D. University of Toronto buildings
    The Goldring Centre for High Performance Sport is a state-of-the-art athletic and research facility at the University of Toronto that supports elite training, sports science, and varsity programs.
  • E. Ted Rogers School of Management
    Ted Rogers School of Management is a business school at Toronto Metropolitan University in Toronto, Canada, known for its industry-focused undergraduate and graduate management programs.
  • 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: Rotman School of Management expansion, University of Toronto
Triple: [KPMB Architects, notableWork, Rotman School of Management expansion, University of Toronto]
Generated description
The Rotman School of Management expansion at the University of Toronto is a major academic building project that modernized and enlarged the business school’s facilities, designed by KPMB Architects to support contemporary management education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rotman School of Management expansion, University of Toronto
Target entity description: The Rotman School of Management expansion at the University of Toronto is a major academic building project that modernized and enlarged the business school’s facilities, designed by KPMB Architects to support contemporary management education and research.
  • A. Ted Rogers School of Management building
    The Ted Rogers School of Management building is a major academic and business-education facility in downtown Toronto that houses Toronto Metropolitan University’s business school and related programs.
  • B. Schulich School of Business Complex
    The Schulich School of Business Complex is the main academic and administrative hub of York University’s Schulich School of Business, housing classrooms, offices, and student facilities on the university’s Keele Campus in Toronto.
  • C. University of Toronto Faculty of Applied Science and Engineering complex
    The University of Toronto Faculty of Applied Science and Engineering complex is a major cluster of academic, research, and laboratory buildings on the university’s St. George campus dedicated to engineering education and innovation.
  • D. University of Toronto buildings
    The Goldring Centre for High Performance Sport is a state-of-the-art athletic and research facility at the University of Toronto that supports elite training, sports science, and varsity programs.
  • E. Ted Rogers School of Management
    Ted Rogers School of Management is a business school at Toronto Metropolitan University in Toronto, Canada, known for its industry-focused undergraduate and graduate management programs.
  • 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_69c00869d3308190af89b2453e0f7546 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0393a10448190b0960f4487e87448 completed March 22, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c084fce481909c306d6eeb99066d completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c19665b08190ab3c66b7c6c33f61 completed March 23, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69c0c4576824819080ced71df8fdda6c completed March 23, 2026, 4:40 a.m.
Created at: March 22, 2026, 4:01 p.m.