Triple
T5151428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LAB University of Applied Sciences |
E116202
|
entity |
| Predicate | educationSystem |
P340
|
FINISHED |
| Object |
Finnish university of applied sciences system
The Finnish university of applied sciences system is a nationwide network of professionally oriented higher education institutions that focus on practical, work-life–driven bachelor’s and master’s degrees and regional development.
|
E496997
|
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: Finnish university of applied sciences system | Statement: [LAB University of Applied Sciences, educationSystem, Finnish university of applied sciences system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Finnish university of applied sciences system Context triple: [LAB University of Applied Sciences, educationSystem, Finnish university of applied sciences system]
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
LAB University of Applied Sciences
LAB University of Applied Sciences is a Finnish multidisciplinary higher education institution offering practice-oriented bachelor’s and master’s degree programs in fields such as business, technology, design, and health.
- 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: Finnish university of applied sciences system Triple: [LAB University of Applied Sciences, educationSystem, Finnish university of applied sciences system]
Generated description
The Finnish university of applied sciences system is a nationwide network of professionally oriented higher education institutions that focus on practical, work-life–driven bachelor’s and master’s degrees and regional development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Finnish university of applied sciences system Target entity description: The Finnish university of applied sciences system is a nationwide network of professionally oriented higher education institutions that focus on practical, work-life–driven bachelor’s and master’s degrees and regional development.
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
LAB University of Applied Sciences
LAB University of Applied Sciences is a Finnish multidisciplinary higher education institution offering practice-oriented bachelor’s and master’s degree programs in fields such as business, technology, design, and health.
- 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_69bd445d94788190b72e2cc563120995 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd78d965548190b09f574acf3b9b1a |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed004538c81908fac258ea99f7e63 |
completed | March 21, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69bed07d478c8190aac215cb05bedae0 |
completed | March 21, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed0d56af481908a3fb0693f151fb3 |
completed | March 21, 2026, 5:09 p.m. |
Created at: March 20, 2026, 1:44 p.m.