Triple
T1203789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Manitoba |
E25840
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Asper School of Business
The Asper School of Business is the University of Manitoba’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management, and serving as a major center for business education and research in Western Canada.
|
E146006
|
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: Asper School of Business | Statement: [University of Manitoba, hasFaculty, Asper School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Asper School of Business Context triple: [University of Manitoba, hasFaculty, Asper School of Business]
-
A.
Schulich School of Business
Schulich School of Business is a leading Canadian business school renowned for its global, MBA, and specialized management programs.
-
B.
Haskayne School of Business
Haskayne School of Business is the University of Calgary’s business school, offering undergraduate, graduate, and executive programs with a strong focus on leadership and entrepreneurial education.
-
C.
Desautels Faculty of Management
Desautels Faculty of Management is the business school of McGill University in Montreal, known for its international focus and programs in management, finance, and related fields.
-
D.
John Molson School of Business
John Molson School of Business is the business school of Concordia University in Montreal, known for its programs in commerce, management, and related fields.
-
E.
Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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: Asper School of Business Triple: [University of Manitoba, hasFaculty, Asper School of Business]
Generated description
The Asper School of Business is the University of Manitoba’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management, and serving as a major center for business education and research in Western Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Asper School of Business Target entity description: The Asper School of Business is the University of Manitoba’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management, and serving as a major center for business education and research in Western Canada.
-
A.
Schulich School of Business
Schulich School of Business is a leading Canadian business school renowned for its global, MBA, and specialized management programs.
-
B.
Haskayne School of Business
Haskayne School of Business is the University of Calgary’s business school, offering undergraduate, graduate, and executive programs with a strong focus on leadership and entrepreneurial education.
-
C.
Desautels Faculty of Management
Desautels Faculty of Management is the business school of McGill University in Montreal, known for its international focus and programs in management, finance, and related fields.
-
D.
John Molson School of Business
John Molson School of Business is the business school of Concordia University in Montreal, known for its programs in commerce, management, and related fields.
-
E.
Hankamer School of Business
Hankamer School of Business is the business school of Baylor University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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_69a4942b30f08190a91c60573e16b5ef |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bdbf94188190991f63a84cc76b8a |
completed | March 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aca2e7d28c8190acf5ae2237e6d4e0 |
completed | March 7, 2026, 10:12 p.m. |
| NEDg | Description generation | batch_69aca3752a3c81908bd6d9744ad5f5a2 |
completed | March 7, 2026, 10:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aca3e44bf481908c5726adddc4b428 |
completed | March 7, 2026, 10:17 p.m. |
Created at: March 1, 2026, 7:46 p.m.