Triple
T3609734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bremen |
E76455
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Bremen University of Applied Sciences
Bremen University of Applied Sciences is a practice-oriented German higher education institution in Bremen, known for its strong focus on engineering, natural sciences, and international study programs.
|
E373922
|
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: Bremen University of Applied Sciences | Statement: [Bremen, hasUniversity, Bremen University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bremen University of Applied Sciences Context triple: [Bremen, hasUniversity, Bremen University of Applied Sciences]
-
A.
Lübeck University of Applied Sciences
Lübeck University of Applied Sciences is a practice-oriented German higher education institution in Lübeck offering applied science and engineering programs closely linked to regional industry.
-
B.
Cologne University of Applied Sciences
Cologne University of Applied Sciences is a major German university of applied sciences known for its practice-oriented programs in engineering, business, social sciences, and design.
-
C.
Flensburg University of Applied Sciences
Flensburg University of Applied Sciences is a practice-oriented German higher education institution known for its engineering, maritime, and business programs.
-
D.
Münster University of Applied Sciences
Münster University of Applied Sciences is a German public university of applied sciences known for its practice-oriented programs and strong links to regional industry and innovation.
-
E.
University of Hildesheim
The University of Hildesheim is a German public university known for its strong programs in education, cultural studies, and information sciences.
- 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: Bremen University of Applied Sciences Triple: [Bremen, hasUniversity, Bremen University of Applied Sciences]
Generated description
Bremen University of Applied Sciences is a practice-oriented German higher education institution in Bremen, known for its strong focus on engineering, natural sciences, and international study programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bremen University of Applied Sciences Target entity description: Bremen University of Applied Sciences is a practice-oriented German higher education institution in Bremen, known for its strong focus on engineering, natural sciences, and international study programs.
-
A.
Lübeck University of Applied Sciences
Lübeck University of Applied Sciences is a practice-oriented German higher education institution in Lübeck offering applied science and engineering programs closely linked to regional industry.
-
B.
Cologne University of Applied Sciences
Cologne University of Applied Sciences is a major German university of applied sciences known for its practice-oriented programs in engineering, business, social sciences, and design.
-
C.
Flensburg University of Applied Sciences
Flensburg University of Applied Sciences is a practice-oriented German higher education institution known for its engineering, maritime, and business programs.
-
D.
Münster University of Applied Sciences
Münster University of Applied Sciences is a German public university of applied sciences known for its practice-oriented programs and strong links to regional industry and innovation.
-
E.
University of Hildesheim
The University of Hildesheim is a German public university known for its strong programs in education, cultural studies, and information sciences.
- 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_69ad85da0ba481908b3b48c69efe2b98 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc22b824c8190a85b36185d4957bb |
completed | March 8, 2026, 6:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b433102b1c8190bf2b872c227d041a |
completed | March 13, 2026, 3:53 p.m. |
| NEDg | Description generation | batch_69b4384038008190a78fb2d0c15d96b3 |
completed | March 13, 2026, 4:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b438bfdd088190ba37624fb88a0a0b |
completed | March 13, 2026, 4:18 p.m. |
Created at: March 8, 2026, 3:23 p.m.