Triple
T9865401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Oulu |
E239818
|
entity |
| Predicate | hasResearchUnit |
P1488
|
FINISHED |
| Object |
Infotech Oulu
Infotech Oulu is a multidisciplinary research institute at the University of Oulu focused on information technology and related fields.
|
E826122
|
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: Infotech Oulu | Statement: [University of Oulu, hasResearchUnit, Infotech Oulu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Infotech Oulu Context triple: [University of Oulu, hasResearchUnit, Infotech Oulu]
-
A.
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.
-
B.
Oulu University of Applied Sciences
Oulu University of Applied Sciences is a Finnish higher education institution offering practice-oriented degree programs and research activities, particularly in technology, health, business, and culture, located in the city of Oulu.
-
C.
Innobase Oy
Innobase Oy is a Finnish software company best known for creating the InnoDB transactional storage engine used in MySQL databases.
-
D.
Sogeti
Sogeti is a professional services and technology consulting company specializing in IT and engineering solutions, operating as a subsidiary of Capgemini.
-
E.
Omni-Tech
Omni-Tech is Columbia Sportswear’s proprietary waterproof-breathable fabric technology designed to keep wearers dry and comfortable in harsh weather conditions.
- 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: Infotech Oulu Triple: [University of Oulu, hasResearchUnit, Infotech Oulu]
Generated description
Infotech Oulu is a multidisciplinary research institute at the University of Oulu focused on information technology and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Infotech Oulu Target entity description: Infotech Oulu is a multidisciplinary research institute at the University of Oulu focused on information technology and related fields.
-
A.
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.
-
B.
Oulu University of Applied Sciences
Oulu University of Applied Sciences is a Finnish higher education institution offering practice-oriented degree programs and research activities, particularly in technology, health, business, and culture, located in the city of Oulu.
-
C.
Innobase Oy
Innobase Oy is a Finnish software company best known for creating the InnoDB transactional storage engine used in MySQL databases.
-
D.
Sogeti
Sogeti is a professional services and technology consulting company specializing in IT and engineering solutions, operating as a subsidiary of Capgemini.
-
E.
Omni-Tech
Omni-Tech is Columbia Sportswear’s proprietary waterproof-breathable fabric technology designed to keep wearers dry and comfortable in harsh weather conditions.
- 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_69ca84e7506c819095cbde4ff16512bb |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3ba7f288190a15ebec2cc3112c4 |
completed | April 2, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e44dc0b8819082294a479299814e |
completed | April 5, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69d1e4a42ab0819085150f033c2a650a |
completed | April 5, 2026, 4:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e50b803081909cd93a602fb48514 |
completed | April 5, 2026, 4:28 a.m. |
Created at: March 30, 2026, 8:36 p.m.