Triple
T7496487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bremerhaven |
E177141
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Applied Sciences Bremerhaven
The University of Applied Sciences Bremerhaven is a German higher education institution specializing in practice-oriented programs, particularly in maritime, logistics, engineering, and environmental sciences.
|
E668578
|
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 Applied Sciences Bremerhaven | Statement: [Bremerhaven, hasUniversity, University of Applied Sciences Bremerhaven]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Applied Sciences Bremerhaven Context triple: [Bremerhaven, hasUniversity, University of Applied Sciences Bremerhaven]
-
A.
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.
-
B.
University of Applied Sciences Emden/Leer
The University of Applied Sciences Emden/Leer is a German institution of higher education offering practice-oriented degree programs, particularly in engineering, business, social sciences, and maritime studies, across its campuses in Emden and Leer.
-
C.
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.
-
D.
Hochschule Wismar
Hochschule Wismar is a German university of applied sciences located in the Baltic Sea port city of Wismar, known for its practice-oriented programs in engineering, business, and design.
-
E.
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.
- 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 Applied Sciences Bremerhaven Triple: [Bremerhaven, hasUniversity, University of Applied Sciences Bremerhaven]
Generated description
The University of Applied Sciences Bremerhaven is a German higher education institution specializing in practice-oriented programs, particularly in maritime, logistics, engineering, and environmental sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Applied Sciences Bremerhaven Target entity description: The University of Applied Sciences Bremerhaven is a German higher education institution specializing in practice-oriented programs, particularly in maritime, logistics, engineering, and environmental sciences.
-
A.
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.
-
B.
University of Applied Sciences Emden/Leer
The University of Applied Sciences Emden/Leer is a German institution of higher education offering practice-oriented degree programs, particularly in engineering, business, social sciences, and maritime studies, across its campuses in Emden and Leer.
-
C.
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.
-
D.
Hochschule Wismar
Hochschule Wismar is a German university of applied sciences located in the Baltic Sea port city of Wismar, known for its practice-oriented programs in engineering, business, and design.
-
E.
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.
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f57c86948190aa8ee765bd497850 |
completed | March 27, 2026, 9:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c8686cc8190bb1f7b09cdbebcf7 |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83e31d54c8190aed9279181f1db2b |
completed | March 28, 2026, 8:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83ef9ce408190907a62c9d0a6dc16 |
completed | March 28, 2026, 8:50 p.m. |
Created at: March 27, 2026, 3:43 p.m.