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.