Triple
T21275616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mikkeli |
E524379
|
entity |
| Predicate | hasUniversityOfAppliedSciences |
P34267
|
FINISHED |
| Object |
Xamk – South-Eastern Finland University of Applied Sciences
Xamk – South-Eastern Finland University of Applied Sciences is a Finnish university of applied sciences offering practice-oriented higher education and research across multiple campuses in South-Eastern Finland.
|
E1475241
|
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: Xamk – South-Eastern Finland University of Applied Sciences | Statement: [Mikkeli, hasUniversityOfAppliedSciences, Xamk – South-Eastern Finland University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xamk – South-Eastern Finland University of Applied Sciences Context triple: [Mikkeli, hasUniversityOfAppliedSciences, Xamk – South-Eastern Finland University of Applied Sciences]
-
A.
Xamk – South-Eastern Finland University of Applied Sciences campus
Xamk – South-Eastern Finland University of Applied Sciences campus is a regional campus of the multidisciplinary South-Eastern Finland University of Applied Sciences, offering practice-oriented higher education and research in the city of Kotka.
-
B.
JAMK University of Applied Sciences
JAMK University of Applied Sciences is a Finnish higher education institution offering practice-oriented bachelor’s and master’s degree programs, particularly known for its strong focus on technology, business, health care, and internationalization.
-
C.
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.
-
D.
Seinäjoki University of Applied Sciences
Seinäjoki University of Applied Sciences is a Finnish institution of higher education offering professionally oriented degree programs and research activities, particularly supporting regional development and industry collaboration.
-
E.
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.
- 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: Xamk – South-Eastern Finland University of Applied Sciences Triple: [Mikkeli, hasUniversityOfAppliedSciences, Xamk – South-Eastern Finland University of Applied Sciences]
Generated description
Xamk – South-Eastern Finland University of Applied Sciences is a Finnish university of applied sciences offering practice-oriented higher education and research across multiple campuses in South-Eastern Finland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Xamk – South-Eastern Finland University of Applied Sciences Target entity description: Xamk – South-Eastern Finland University of Applied Sciences is a Finnish university of applied sciences offering practice-oriented higher education and research across multiple campuses in South-Eastern Finland.
-
A.
Xamk – South-Eastern Finland University of Applied Sciences campus
Xamk – South-Eastern Finland University of Applied Sciences campus is a regional campus of the multidisciplinary South-Eastern Finland University of Applied Sciences, offering practice-oriented higher education and research in the city of Kotka.
-
B.
JAMK University of Applied Sciences
JAMK University of Applied Sciences is a Finnish higher education institution offering practice-oriented bachelor’s and master’s degree programs, particularly known for its strong focus on technology, business, health care, and internationalization.
-
C.
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.
-
D.
Seinäjoki University of Applied Sciences
Seinäjoki University of Applied Sciences is a Finnish institution of higher education offering professionally oriented degree programs and research activities, particularly supporting regional development and industry collaboration.
-
E.
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.
- 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_69e0b516293c819089458ea2ec85f85e |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e736577fd48190a0038a6ac5678668 |
completed | April 21, 2026, 8:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a099008c7788190a9b49d876eb02161 |
completed | May 17, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_6a0991a69afc8190bf48f6485998d442 |
completed | May 17, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09922cc57c8190bbf6ce0916e43571 |
completed | May 17, 2026, 10:02 a.m. |
Created at: April 16, 2026, 4:02 p.m.