Triple

T679693
Position Surface form Disambiguated ID Type / Status
Subject Ruslan Salakhutdinov E13153 entity
Predicate educatedAt P5 FINISHED
Object University of Toronto Department of Computer Science
The University of Toronto Department of Computer Science is a leading global center for research and education in computer science, known for its pioneering contributions to areas such as machine learning, artificial intelligence, and theoretical computer science.
E83526 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: University of Toronto Department of Computer Science | Statement: [Ruslan Salakhutdinov, educatedAt, University of Toronto Department of Computer Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Toronto Department of Computer Science
Context triple: [Ruslan Salakhutdinov, educatedAt, University of Toronto Department of Computer Science]
  • A. Faculty of Arts and Science, University of Toronto
    The Faculty of Arts and Science at the University of Toronto is the university’s largest academic division, encompassing a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences across its affiliated colleges.
  • B. School of Computer Science
    The School of Computer Science at Wuhan University is an academic unit specializing in computer science education and research within the university.
  • C. School of Computer Science
    The School of Computer Science at Carnegie Mellon University is a world-renowned academic and research institution recognized for pioneering contributions to computer science, artificial intelligence, and robotics.
  • D. School of Computer Science
    The School of Computer Science is an academic unit of Central China Normal University specializing in education and research in computer science and related technologies.
  • E. School of Computer Science
    The School of Computer Science is McGill University’s primary academic unit for teaching and research in computer science, operating within its Faculty of Engineering.
  • 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: University of Toronto Department of Computer Science
Triple: [Ruslan Salakhutdinov, educatedAt, University of Toronto Department of Computer Science]
Generated description
The University of Toronto Department of Computer Science is a leading global center for research and education in computer science, known for its pioneering contributions to areas such as machine learning, artificial intelligence, and theoretical computer science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Toronto Department of Computer Science
Target entity description: The University of Toronto Department of Computer Science is a leading global center for research and education in computer science, known for its pioneering contributions to areas such as machine learning, artificial intelligence, and theoretical computer science.
  • A. Faculty of Arts and Science, University of Toronto
    The Faculty of Arts and Science at the University of Toronto is the university’s largest academic division, encompassing a wide range of undergraduate and graduate programs in the humanities, social sciences, and natural sciences across its affiliated colleges.
  • B. School of Computer Science
    The School of Computer Science at Wuhan University is an academic unit specializing in computer science education and research within the university.
  • C. School of Computer Science
    The School of Computer Science at Carnegie Mellon University is a world-renowned academic and research institution recognized for pioneering contributions to computer science, artificial intelligence, and robotics.
  • D. School of Computer Science
    The School of Computer Science is an academic unit of Central China Normal University specializing in education and research in computer science and related technologies.
  • E. School of Computer Science
    The School of Computer Science is McGill University’s primary academic unit for teaching and research in computer science, operating within its Faculty of Engineering.
  • 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_69a4933d3bf88190972041cd8cf143b9 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a04f4efc819082767a7517fa760a completed March 1, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c3a38b188190802394a35c83b10b completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c4482584819083b6b84ae8bf9b26 completed March 2, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_69a5cd4023288190b35ecf295eb58dc1 completed March 2, 2026, 5:47 p.m.
Created at: March 1, 2026, 7:36 p.m.