Triple
T2417521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hämeenlinna |
E52339
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
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.
|
E265457
|
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: Häme University of Applied Sciences | Statement: [Hämeenlinna, hasEducationalInstitution, Häme University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Häme University of Applied Sciences Context triple: [Hämeenlinna, hasEducationalInstitution, Häme 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.
University of Turku
The University of Turku is a major multidisciplinary research university in Finland, known for its strong international profile and broad range of academic programs.
-
D.
Åbo Akademi University
Åbo Akademi University is a Swedish-language multidisciplinary university in Turku, Finland, known for its strong research profile and role as the main institution of higher education for Finland’s Swedish-speaking minority.
-
E.
Aalto University
Aalto University is a Finnish multidisciplinary university in the Helsinki metropolitan area, formed by the merger of leading institutions in technology, business, and arts and design.
- 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: Häme University of Applied Sciences Triple: [Hämeenlinna, hasEducationalInstitution, Häme University of Applied Sciences]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Häme University of Applied Sciences Target entity description: 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.
-
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.
University of Turku
The University of Turku is a major multidisciplinary research university in Finland, known for its strong international profile and broad range of academic programs.
-
D.
Åbo Akademi University
Åbo Akademi University is a Swedish-language multidisciplinary university in Turku, Finland, known for its strong research profile and role as the main institution of higher education for Finland’s Swedish-speaking minority.
-
E.
Aalto University
Aalto University is a Finnish multidisciplinary university in the Helsinki metropolitan area, formed by the merger of leading institutions in technology, business, and arts and design.
- 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_69ab495622948190bc6bc6e4cddaf645 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc94eafd481909eeff689e5bf5960 |
completed | March 7, 2026, 6:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf4dcf6c8190a51f26af7e7a9b9c |
completed | March 9, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69aec2b3291c8190966344cd20963660 |
completed | March 9, 2026, 12:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aec30f9ef481909b83f3cf9fd6e998 |
completed | March 9, 2026, 12:54 p.m. |
Created at: March 6, 2026, 9:42 p.m.