Triple
T1829950
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Finland |
E40737
|
entity |
| Predicate | hasUniversityOfAppliedSciences |
P34267
|
FINISHED |
| Object |
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.
|
E212941
|
NE FINISHED |
How this triple was built (5 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: Turku University of Applied Sciences | Statement: [Southwest Finland, hasUniversityOfAppliedSciences, Turku University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Turku University of Applied Sciences Context triple: [Southwest Finland, hasUniversityOfAppliedSciences, Turku University of Applied Sciences]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Helsinki University of Technology
Helsinki University of Technology was a leading Finnish technical university, renowned for its engineering and technology programs and later incorporated into Aalto University.
-
E.
Tallinn University of Technology
Tallinn University of Technology is a leading Estonian public university specializing in engineering, technology, and applied sciences, located in the capital city of Tallinn.
- 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: Turku University of Applied Sciences Triple: [Southwest Finland, hasUniversityOfAppliedSciences, Turku University of Applied Sciences]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Turku University of Applied Sciences Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Helsinki University of Technology
Helsinki University of Technology was a leading Finnish technical university, renowned for its engineering and technology programs and later incorporated into Aalto University.
-
E.
Tallinn University of Technology
Tallinn University of Technology is a leading Estonian public university specializing in engineering, technology, and applied sciences, located in the capital city of Tallinn.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasUniversityOfAppliedSciences Context triple: [Southwest Finland, hasUniversityOfAppliedSciences, Turku University of Applied Sciences]
-
A.
hasTechnicalUniversity
Indicates that a place or organization possesses or hosts a technical university as part of its institutions or infrastructure.
-
B.
hasDoctoralSchool
Indicates that an individual or academic entity is affiliated with or obtained their doctoral education from a specific doctoral school or graduate institution.
-
C.
hasCollegeCampus
Indicates that an institution or organization possesses or is associated with a specific college campus as a physical or organizational site.
-
D.
hasMajorUniversity
Indicates that a location or region contains at least one prominent, large, or academically significant university.
-
E.
hasCentralUniversityStatus
Indicates that an institution holds the official designation or recognition as a central or nationally governed university.
- F. None of above. chosen
Provenance (7 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_69a8864644bc8190b2358ab897194ac1 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb45402688190b9a535b14030c354 |
completed | March 7, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adead6888081909f89704f0c070d68 |
completed | March 8, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69adebc28ae88190bd954d9634f08059 |
completed | March 8, 2026, 9:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adec25a87081908f098df81de6eafb |
completed | March 8, 2026, 9:37 p.m. |
| PD | Predicate disambiguation | batch_69abafd6a9948190ac2b2743db6f8f69 |
completed | March 7, 2026, 4:55 a.m. |
| PDg | Predicate description generation | batch_69abb4517f9c8190a5d9bc965a4f29c9 |
completed | March 7, 2026, 5:14 a.m. |
Created at: March 4, 2026, 7:32 p.m.