Triple
T9865374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Oulu |
E239818
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Oulu Business School
Oulu Business School is the business and economics faculty of the University of Oulu in Finland, offering academic programs and research in areas such as management, finance, and marketing.
|
E239818
|
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: Oulu Business School | Statement: [University of Oulu, hasFaculty, Oulu Business School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oulu Business School Context triple: [University of Oulu, hasFaculty, Oulu Business School]
-
A.
Oulu University of Applied Sciences
Oulu University of Applied Sciences is a Finnish higher education institution offering practice-oriented degree programs and research activities, particularly in technology, health, business, and culture, located in the city of Oulu.
-
B.
Helsinki School of Economics
Helsinki School of Economics was a leading Finnish business school that later became part of Aalto University, known for its strong programs in economics, business, and management.
-
C.
University of Oulu
The University of Oulu is a major Finnish research university located in the city of Oulu, known for its strong programs in technology, natural sciences, and information technology.
-
D.
Turku School of Economics
Turku School of Economics is a prominent Finnish business school and faculty of the University of Turku, offering education and research in economics, business, and management.
-
E.
Hanken School of Economics (Vaasa campus)
Hanken School of Economics (Vaasa campus) is a Finnish university-level business school campus offering internationally oriented economics and business education and research in the city of Vaasa.
- 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: Oulu Business School Triple: [University of Oulu, hasFaculty, Oulu Business School]
Generated description
Oulu Business School is the business and economics faculty of the University of Oulu in Finland, offering academic programs and research in areas such as management, finance, and marketing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oulu Business School Target entity description: Oulu Business School is the business and economics faculty of the University of Oulu in Finland, offering academic programs and research in areas such as management, finance, and marketing.
-
A.
Oulu University of Applied Sciences
Oulu University of Applied Sciences is a Finnish higher education institution offering practice-oriented degree programs and research activities, particularly in technology, health, business, and culture, located in the city of Oulu.
-
B.
Helsinki School of Economics
Helsinki School of Economics was a leading Finnish business school that later became part of Aalto University, known for its strong programs in economics, business, and management.
-
C.
University of Oulu
chosen
The University of Oulu is a major Finnish research university located in the city of Oulu, known for its strong programs in technology, natural sciences, and information technology.
-
D.
Turku School of Economics
Turku School of Economics is a prominent Finnish business school and faculty of the University of Turku, offering education and research in economics, business, and management.
-
E.
Hanken School of Economics (Vaasa campus)
Hanken School of Economics (Vaasa campus) is a Finnish university-level business school campus offering internationally oriented economics and business education and research in the city of Vaasa.
- F. None of above.
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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3ba7f288190a15ebec2cc3112c4 |
completed | April 2, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e44dc0b8819082294a479299814e |
completed | April 5, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69d1e4a42ab0819085150f033c2a650a |
completed | April 5, 2026, 4:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e50b803081909cd93a602fb48514 |
completed | April 5, 2026, 4:28 a.m. |
Created at: March 30, 2026, 8:36 p.m.