Triple
T12001409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kotka |
E285670
|
entity |
| Predicate | hasUniversityUnit |
P1488
|
FINISHED |
| Object |
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.
|
E959059
|
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 campus | Statement: [Kotka, hasUniversityUnit, Xamk – South-Eastern Finland University of Applied Sciences campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xamk – South-Eastern Finland University of Applied Sciences campus Context triple: [Kotka, hasUniversityUnit, Xamk – South-Eastern Finland University of Applied Sciences campus]
-
A.
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.
-
B.
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.
-
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.
Pori campus
Pori campus is a regional campus of the University of Turku located in the city of Pori, Finland, offering multidisciplinary higher education and research.
-
E.
Hämeenlinna campus
Hämeenlinna campus is a main study and service hub of Häme University of Applied Sciences, offering a range of higher education programs and modern learning facilities in the city of Hämeenlinna, Finland.
- 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 campus Triple: [Kotka, hasUniversityUnit, Xamk – South-Eastern Finland University of Applied Sciences campus]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Xamk – South-Eastern Finland University of Applied Sciences campus Target entity description: 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.
-
A.
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.
-
B.
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.
-
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.
Pori campus
Pori campus is a regional campus of the University of Turku located in the city of Pori, Finland, offering multidisciplinary higher education and research.
-
E.
Hämeenlinna campus
Hämeenlinna campus is a main study and service hub of Häme University of Applied Sciences, offering a range of higher education programs and modern learning facilities in the city of Hämeenlinna, Finland.
- 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_69d6ab45a368819084fce08bf0dc3705 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903c36b248190b446b17def94885b |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4729eb4a081909d93b3fc74509d86 |
completed | May 1, 2026, 9:30 a.m. |
| NEDg | Description generation | batch_69f47b7e4a40819085680c48eed5418a |
completed | May 1, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f47df40a8c8190bd7350ba27f57214 |
completed | May 1, 2026, 10:18 a.m. |
Created at: April 8, 2026, 9:46 p.m.