Triple
T5805082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oulu |
E128725
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E549539
|
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 University of Applied Sciences | Statement: [Oulu, hasUniversity, Oulu University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oulu University of Applied Sciences Context triple: [Oulu, hasUniversity, Oulu University of Applied Sciences]
-
A.
Turku University of Applied Sciences
Turku University of Applied Sciences is a multidisciplinary Finnish higher education institution known for its practice-oriented degree programs and strong collaboration with regional industries and communities.
-
B.
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.
-
C.
Tampere University of Applied Sciences
Tampere University of Applied Sciences is a Finnish multidisciplinary higher education institution in Tampere offering practice-oriented bachelor’s and master’s degree programs and strong links to regional industry.
-
D.
Häme University of Applied Sciences
Häme University of Applied Sciences is a Finnish multidisciplinary university of applied sciences offering practice-oriented higher education and research, with its main campus located in Hämeenlinna.
-
E.
Jyväskylä University of Applied Sciences
Jyväskylä University of Applied Sciences is a Finnish higher education institution offering practice-oriented bachelor’s and master’s degree programs in fields such as technology, business, health, and social services.
- 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 University of Applied Sciences Triple: [Oulu, hasUniversity, Oulu University of Applied Sciences]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oulu University of Applied Sciences Target entity description: 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.
-
A.
Turku University of Applied Sciences
Turku University of Applied Sciences is a multidisciplinary Finnish higher education institution known for its practice-oriented degree programs and strong collaboration with regional industries and communities.
-
B.
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.
-
C.
Tampere University of Applied Sciences
Tampere University of Applied Sciences is a Finnish multidisciplinary higher education institution in Tampere offering practice-oriented bachelor’s and master’s degree programs and strong links to regional industry.
-
D.
Häme University of Applied Sciences
Häme University of Applied Sciences is a Finnish multidisciplinary university of applied sciences offering practice-oriented higher education and research, with its main campus located in Hämeenlinna.
-
E.
Jyväskylä University of Applied Sciences
Jyväskylä University of Applied Sciences is a Finnish higher education institution offering practice-oriented bachelor’s and master’s degree programs in fields such as technology, business, health, and social services.
- 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_69c00846a0d881909e46841f8e156b64 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02b1461a48190be2042dd3823d02e |
completed | March 22, 2026, 5:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a17f77fc8190b2ad6f6c45d96e43 |
completed | March 23, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69c0a290a00881909a52cacbc37847ec |
completed | March 23, 2026, 2:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a2fd7ec081909033994e5556a6ae |
completed | March 23, 2026, 2:18 a.m. |
Created at: March 22, 2026, 3:52 p.m.