Triple
T3043203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Cook |
E83179
|
entity |
| Predicate | workInstitution |
P1203
|
FINISHED |
| Object |
University of Toronto Department of Mathematics
The University of Toronto Department of Mathematics is a leading academic department renowned for its research and teaching in pure and applied mathematics, with notable faculty such as complexity theorist Stephen Cook.
|
E321036
|
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 Mathematics | Statement: [Stephen Cook, workInstitution, University of Toronto Department of Mathematics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Toronto Department of Mathematics Context triple: [Stephen Cook, workInstitution, University of Toronto Department of Mathematics]
-
A.
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.
-
B.
Department of Mathematics and Statistics (McGill University)
The Department of Mathematics and Statistics at McGill University is an academic unit renowned for research and teaching in pure and applied mathematics, statistics, and related fields.
-
C.
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.
-
D.
University College, University of Toronto
University College, University of Toronto is a historic and architecturally significant constituent college of the University of Toronto, known for its central role in campus life and its distinctive Romanesque Revival building.
-
E.
Faculty of Mathematics
The Faculty of Mathematics at the University of Waterloo is a globally recognized academic division specializing in mathematics, statistics, computer science, and related fields, known for its large scale and strong research and co-op 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: University of Toronto Department of Mathematics Triple: [Stephen Cook, workInstitution, University of Toronto Department of Mathematics]
Generated description
The University of Toronto Department of Mathematics is a leading academic department renowned for its research and teaching in pure and applied mathematics, with notable faculty such as complexity theorist Stephen Cook.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Toronto Department of Mathematics Target entity description: The University of Toronto Department of Mathematics is a leading academic department renowned for its research and teaching in pure and applied mathematics, with notable faculty such as complexity theorist Stephen Cook.
-
A.
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.
-
B.
Department of Mathematics and Statistics (McGill University)
The Department of Mathematics and Statistics at McGill University is an academic unit renowned for research and teaching in pure and applied mathematics, statistics, and related fields.
-
C.
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.
-
D.
University College, University of Toronto
University College, University of Toronto is a historic and architecturally significant constituent college of the University of Toronto, known for its central role in campus life and its distinctive Romanesque Revival building.
-
E.
Faculty of Mathematics
The Faculty of Mathematics at the University of Waterloo is a globally recognized academic division specializing in mathematics, statistics, computer science, and related fields, known for its large scale and strong research and co-op 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_69ad8b2298908190a7cb4e9bdbf064d0 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9b5d2a308190b4ce20efcae9b761 |
completed | March 8, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ded35e008190be7dd72aa7537a3b |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1dfa2fb28819089d7d76d9dc72e06 |
completed | March 11, 2026, 9:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e0243a848190bce24d035a79fc0a |
completed | March 11, 2026, 9:35 p.m. |
Created at: March 8, 2026, 3:01 p.m.