Triple
T22552558
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rotman School of Management expansion, University of Toronto |
E557595
|
entity |
| Predicate | use |
P98
|
FINISHED |
| Object | learning commons |
—
|
NE NERFINISHED |
How this triple was built (3 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: learning commons | Statement: [Rotman School of Management expansion, University of Toronto, use, learning commons]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: learning commons Context triple: [Rotman School of Management expansion, University of Toronto, use, learning commons]
-
A.
Learning Commons
The Learning Commons is a central academic hub at Marywood University that integrates library resources, study spaces, and student support services to promote collaborative learning and research.
-
B.
Learning Commons
The Learning Commons is a collaborative study and research space within the UCSB Library that provides students with access to technology, academic support, and group work areas.
-
C.
Learning
"Learning" is the debut studio album by American musician Perfume Genius, known for its intimate, lo-fi sound and emotionally raw songwriting.
-
D.
learning sciences
Learning sciences is an interdisciplinary field that studies how people learn and how to design effective learning environments by integrating insights from psychology, education, cognitive science, and technology.
-
E.
Learning Resource Center
The Learning Resource Center is an academic support facility at Crafton Hills College that provides students with access to library resources, study spaces, and tutoring services.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: learning commons Target entity description: A learning commons is a flexible, technology-rich academic space that integrates library resources, study areas, and collaborative work zones to support student learning and research.
-
A.
Learning Commons
The Learning Commons is a central academic hub at Marywood University that integrates library resources, study spaces, and student support services to promote collaborative learning and research.
-
B.
Learning Commons
chosen
The Learning Commons is a collaborative study and research space within the UCSB Library that provides students with access to technology, academic support, and group work areas.
-
C.
Learning
"Learning" is the debut studio album by American musician Perfume Genius, known for its intimate, lo-fi sound and emotionally raw songwriting.
-
D.
learning sciences
Learning sciences is an interdisciplinary field that studies how people learn and how to design effective learning environments by integrating insights from psychology, education, cognitive science, and technology.
-
E.
Learning Resource Center
The Learning Resource Center is an academic support facility at Crafton Hills College that provides students with access to library resources, study spaces, and tutoring services.
- F. None of above.
Provenance (2 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_69e11e59db848190b4272ecd2b690ffd |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15f775d308190b35a52310e9c84f7 |
completed | April 29, 2026, 1:31 a.m. |
Created at: April 16, 2026, 8:52 p.m.