Triple
T1007905
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Bjerknes |
E21754
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
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.
|
E122338
|
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: University of Bergen | Statement: [Jacob Bjerknes, employer, University of Bergen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Bergen Context triple: [Jacob Bjerknes, employer, University of Bergen]
-
A.
University of Oslo
The University of Oslo is Norway’s oldest and largest university, renowned for its research and education across a wide range of academic disciplines.
-
B.
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.
-
C.
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.
-
D.
University of Copenhagen
The University of Copenhagen is Denmark’s oldest and largest university, renowned internationally for its research-intensive programs and broad range of academic disciplines.
-
E.
Aarhus University
Aarhus University is a major Danish public research university recognized for its strong international profile and membership in leading European academic networks.
- 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: University of Bergen Triple: [Jacob Bjerknes, employer, University of Bergen]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Bergen Target entity description: 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.
-
A.
University of Oslo
The University of Oslo is Norway’s oldest and largest university, renowned for its research and education across a wide range of academic disciplines.
-
B.
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.
-
C.
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.
-
D.
University of Copenhagen
The University of Copenhagen is Denmark’s oldest and largest university, renowned internationally for its research-intensive programs and broad range of academic disciplines.
-
E.
Aarhus University
Aarhus University is a major Danish public research university recognized for its strong international profile and membership in leading European academic networks.
- 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_69a493c53e648190ae8cb76c433fd9a7 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7a2186c819081a495bc15f8c7fd |
completed | March 1, 2026, 10:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3ba9406c81909a13375fea05ee99 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3c0491788190b6a1f6d80c4b26ce |
completed | March 7, 2026, 2:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3cbb30d081909759df25c21eb275 |
completed | March 7, 2026, 2:56 p.m. |
Created at: March 1, 2026, 7:41 p.m.