Triple
T15861038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bern University of Applied Sciences |
E384584
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Business School
The Business School at Bern University of Applied Sciences is an academic faculty specializing in higher education and research in business, management, and related fields.
|
E1180827
|
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: Business School | Statement: [Bern University of Applied Sciences, hasFaculty, Business School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business School Context triple: [Bern University of Applied Sciences, hasFaculty, Business School]
-
A.
Business School
The Business School of Nankai University is a leading Chinese institution for management and economics education and research, known for its strong academic reputation and influential alumni in business and government.
-
B.
School of Business
The School of Business at Christian Brothers University is an academic division offering undergraduate and graduate programs focused on business education and professional preparation.
-
C.
School of Business
The School of Business is an academic division of Norfolk State University that offers business-related undergraduate and graduate programs.
-
D.
School of Business
The School of Business is an academic division of Linfield University that offers business-focused undergraduate and possibly graduate programs in areas such as management, marketing, finance, and related fields.
-
E.
School of Business
The School of Business at the University of North Carolina at Pembroke is an academic unit offering undergraduate and graduate programs in business disciplines such as management, accounting, finance, and marketing.
- 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: Business School Triple: [Bern University of Applied Sciences, hasFaculty, Business School]
Generated description
The Business School at Bern University of Applied Sciences is an academic faculty specializing in higher education and research in business, management, and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business School Target entity description: The Business School at Bern University of Applied Sciences is an academic faculty specializing in higher education and research in business, management, and related fields.
-
A.
Business School
The Business School of Nankai University is a leading Chinese institution for management and economics education and research, known for its strong academic reputation and influential alumni in business and government.
-
B.
School of Business
The School of Business at Ithaca College is a professional academic division offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management with a focus on experiential learning and career preparation.
-
C.
School of Business
The School of Business at Christian Brothers University is an academic division offering undergraduate and graduate programs focused on business education and professional preparation.
-
D.
School of Business
The School of Business is an academic division of Linfield University that offers business-focused undergraduate and possibly graduate programs in areas such as management, marketing, finance, and related fields.
-
E.
School of Business
The School of Business at the University of North Carolina at Pembroke is an academic unit offering undergraduate and graduate programs in business disciplines such as management, accounting, finance, and marketing.
- 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_69d86da422088190aac39e32e6c68429 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1555b952481909246f5ebf53df2a9 |
completed | April 16, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa9439db481908be2f6d8a3cfbc85 |
completed | May 9, 2026, 9:38 p.m. |
| NEDg | Description generation | batch_69ffaa07df788190bae67f3d9a800331 |
completed | May 9, 2026, 9:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffaaa92a648190a09829ef3197223c |
completed | May 9, 2026, 9:44 p.m. |
Created at: April 10, 2026, 4:50 a.m.