Triple
T4855891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tampere |
E108535
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Tampere University
Tampere University is a major Finnish higher education institution known for its research and teaching in technology, health, and society, located in the city of Tampere.
|
E475080
|
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: Tampere University | Statement: [Tampere, hasUniversity, Tampere University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tampere University Context triple: [Tampere, hasUniversity, Tampere University]
-
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.
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 Helsinki
The University of Helsinki is Finland’s largest and oldest university, renowned for its research excellence and as the alma mater of notable figures such as Linux creator Linus Torvalds.
-
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.
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: Tampere University Triple: [Tampere, hasUniversity, Tampere University]
Generated description
Tampere University is a major Finnish higher education institution known for its research and teaching in technology, health, and society, located in the city of Tampere.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tampere University Target entity description: Tampere University is a major Finnish higher education institution known for its research and teaching in technology, health, and society, located in the city of Tampere.
-
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.
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 Helsinki
The University of Helsinki is Finland’s largest and oldest university, renowned for its research excellence and as the alma mater of notable figures such as Linux creator Linus Torvalds.
-
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.
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_69bd440a89548190a5f14ba6da6b97dc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d3df75c8190830e2c927cc5a4f8 |
completed | March 20, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5ce7385c8190897fd2343c0ebeed |
completed | March 21, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69be5dadcec88190bf9a272c4a9aef9a |
completed | March 21, 2026, 8:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6159ff7c8190baa116240f76dea5 |
completed | March 21, 2026, 9:14 a.m. |
Created at: March 20, 2026, 1:26 p.m.