Triple
T5805098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oulu |
E128725
|
entity |
| Predicate | hasTechnologyPark |
P32590
|
FINISHED |
| Object |
Technopolis Oulu
Technopolis Oulu is a major Finnish technology and business park in Oulu that hosts a wide range of high-tech companies, startups, and research-driven enterprises.
|
E546967
|
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: Technopolis Oulu | Statement: [Oulu, hasTechnologyPark, Technopolis Oulu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technopolis Oulu Context triple: [Oulu, hasTechnologyPark, Technopolis Oulu]
-
A.
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.
-
B.
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.
-
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.
Viikki Campus
Viikki Campus is a major University of Helsinki campus known for its focus on biosciences, agriculture, forestry, and environmental research and education.
-
E.
Tekhnopark
Tekhnopark is a Moscow Metro station on the Zamoskvoretskaya Line serving the Technopark technology and business district in southern Moscow.
- 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: Technopolis Oulu Triple: [Oulu, hasTechnologyPark, Technopolis Oulu]
Generated description
Technopolis Oulu is a major Finnish technology and business park in Oulu that hosts a wide range of high-tech companies, startups, and research-driven enterprises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technopolis Oulu Target entity description: Technopolis Oulu is a major Finnish technology and business park in Oulu that hosts a wide range of high-tech companies, startups, and research-driven enterprises.
-
A.
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.
-
B.
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.
-
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.
Viikki Campus
Viikki Campus is a major University of Helsinki campus known for its focus on biosciences, agriculture, forestry, and environmental research and education.
-
E.
Tekhnopark
Tekhnopark is a Moscow Metro station on the Zamoskvoretskaya Line serving the Technopark technology and business district in southern Moscow.
- 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_69c00846a0d881909e46841f8e156b64 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02b1461a48190be2042dd3823d02e |
completed | March 22, 2026, 5:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c09836d00881908c210b2932d67519 |
completed | March 23, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69c098f32f7081908d9306afc30147a1 |
completed | March 23, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0996fb9148190ae8c09f4816d00b8 |
completed | March 23, 2026, 1:37 a.m. |
Created at: March 22, 2026, 3:52 p.m.