Triple
T9064371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Satakunta |
E217205
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Satakunta University of Applied Sciences
Satakunta University of Applied Sciences is a Finnish university of applied sciences offering practice-oriented higher education and research in fields such as technology, business, health care, and social services.
|
E777401
|
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: Satakunta University of Applied Sciences | Statement: [Satakunta, hasHigherEducationInstitution, Satakunta University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Satakunta University of Applied Sciences Context triple: [Satakunta, hasHigherEducationInstitution, Satakunta University of Applied Sciences]
-
A.
Saimaa University of Applied Sciences
Saimaa University of Applied Sciences was a Finnish university of applied sciences located in the South Karelia region, offering practice-oriented higher education and research in fields such as technology, business, and health care.
-
B.
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.
-
C.
Vaasa University of Applied Sciences
Vaasa University of Applied Sciences is a Finnish higher education institution offering professionally oriented bachelor’s and master’s degree programs, particularly strong in technology, business, and health care.
-
D.
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.
-
E.
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.
- 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: Satakunta University of Applied Sciences Triple: [Satakunta, hasHigherEducationInstitution, Satakunta University of Applied Sciences]
Generated description
Satakunta University of Applied Sciences is a Finnish university of applied sciences offering practice-oriented higher education and research in fields such as technology, business, health care, and social services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Satakunta University of Applied Sciences Target entity description: Satakunta University of Applied Sciences is a Finnish university of applied sciences offering practice-oriented higher education and research in fields such as technology, business, health care, and social services.
-
A.
Saimaa University of Applied Sciences
Saimaa University of Applied Sciences was a Finnish university of applied sciences located in the South Karelia region, offering practice-oriented higher education and research in fields such as technology, business, and health care.
-
B.
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.
-
C.
Vaasa University of Applied Sciences
Vaasa University of Applied Sciences is a Finnish higher education institution offering professionally oriented bachelor’s and master’s degree programs, particularly strong in technology, business, and health care.
-
D.
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.
-
E.
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.
- 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_69ca83d5a7f48190b16c1e59bd43ede0 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc94bb26588190b7d6f2d70819e86f |
completed | April 1, 2026, 3:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d01798a79081909885a8e61bf04dc3 |
completed | April 3, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69d01963aac881909a4890948f7b7c1c |
completed | April 3, 2026, 7:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d019f55a6c8190b7065c0dcb5bb1d9 |
completed | April 3, 2026, 7:50 p.m. |
Created at: March 30, 2026, 7:11 p.m.