Triple
T4753827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Academia Europaea |
E105538
|
entity |
| Predicate | hasRegionalHub |
P12921
|
FINISHED |
| Object |
Bergen Knowledge Hub
Bergen Knowledge Hub is a regional center of Academia Europaea that promotes scientific collaboration, knowledge exchange, and policy engagement in the Nordic and Baltic regions.
|
E467550
|
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: Bergen Knowledge Hub | Statement: [Academia Europaea, hasRegionalHub, Bergen Knowledge Hub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bergen Knowledge Hub Context triple: [Academia Europaea, hasRegionalHub, Bergen Knowledge Hub]
-
A.
Inland Norway University of Applied Sciences
Inland Norway University of Applied Sciences is a Norwegian public institution offering professionally oriented and research-based higher education across multiple campuses in the Inland region.
-
B.
Norwegian Ministry of Education and Research
The Norwegian Ministry of Education and Research is a government department responsible for national policy, funding, and oversight in Norway’s education system and research sector.
-
C.
University of Bergen
The University of Bergen is a major Norwegian public research university located in the coastal city of Bergen, known for its strong programs in marine, climate, and Arctic research.
-
D.
University of South-Eastern Norway campus Kongsberg
The University of South-Eastern Norway campus Kongsberg is a regional higher education campus in Kongsberg, Norway, known for its technology- and engineering-oriented programs closely linked to local industry.
-
E.
Oslo Metropolitan University
Oslo Metropolitan University is a public university in Norway’s capital that offers a wide range of professional and research-based programs with a strong focus on applied sciences and societal development.
- 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: Bergen Knowledge Hub Triple: [Academia Europaea, hasRegionalHub, Bergen Knowledge Hub]
Generated description
Bergen Knowledge Hub is a regional center of Academia Europaea that promotes scientific collaboration, knowledge exchange, and policy engagement in the Nordic and Baltic regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bergen Knowledge Hub Target entity description: Bergen Knowledge Hub is a regional center of Academia Europaea that promotes scientific collaboration, knowledge exchange, and policy engagement in the Nordic and Baltic regions.
-
A.
Inland Norway University of Applied Sciences
Inland Norway University of Applied Sciences is a Norwegian public institution offering professionally oriented and research-based higher education across multiple campuses in the Inland region.
-
B.
Norwegian Ministry of Education and Research
The Norwegian Ministry of Education and Research is a government department responsible for national policy, funding, and oversight in Norway’s education system and research sector.
-
C.
University of Bergen
The University of Bergen is a major Norwegian public research university located in the coastal city of Bergen, known for its strong programs in marine, climate, and Arctic research.
-
D.
University of South-Eastern Norway campus Kongsberg
The University of South-Eastern Norway campus Kongsberg is a regional higher education campus in Kongsberg, Norway, known for its technology- and engineering-oriented programs closely linked to local industry.
-
E.
Oslo Metropolitan University
Oslo Metropolitan University is a public university in Norway’s capital that offers a wide range of professional and research-based programs with a strong focus on applied sciences and societal development.
- 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64e72d1c81908eb60960751e52b1 |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a6600e481909c3fb1decf23d7d8 |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3d05e8a081908cdcb37620078fa6 |
completed | March 21, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3daa7e0081908971df65613c9df6 |
completed | March 21, 2026, 6:41 a.m. |
Created at: March 20, 2026, 1:20 p.m.