Triple
T14679876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lüdenscheid |
E344748
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Südwestfalen University of Applied Sciences campus Lüdenscheid
Südwestfalen University of Applied Sciences campus Lüdenscheid is a regional campus of the Fachhochschule Südwestfalen in Germany, offering practice-oriented higher education programs and applied research opportunities.
|
E1113628
|
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: Südwestfalen University of Applied Sciences campus Lüdenscheid | Statement: [Lüdenscheid, hasEducationalInstitution, Südwestfalen University of Applied Sciences campus Lüdenscheid]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Südwestfalen University of Applied Sciences campus Lüdenscheid Context triple: [Lüdenscheid, hasEducationalInstitution, Südwestfalen University of Applied Sciences campus Lüdenscheid]
-
A.
Düsseldorf campus
Düsseldorf campus is WHU – Otto Beisheim School of Management’s urban site in Düsseldorf, focused on executive education and part-time management programs.
-
B.
Zweibrücken campus of Hochschule Kaiserslautern
The Zweibrücken campus of Hochschule Kaiserslautern is a German university site offering applied sciences programs with a focus on technology, business, and computer science in the town of Zweibrücken.
-
C.
Limpertsberg Campus
Limpertsberg Campus is one of the main sites of the University of Luxembourg, located in the Limpertsberg district of Luxembourg City and hosting various academic and research activities.
-
D.
Vallendar campus
Vallendar campus is the main site of WHU – Otto Beisheim School of Management, a leading German business school located in the town of Vallendar on the Rhine.
-
E.
Fulda University of Applied Sciences
Fulda University of Applied Sciences is a German public university of applied sciences in the city of Fulda, known for its practice-oriented programs in fields such as business, engineering, social sciences, and health.
- 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: Südwestfalen University of Applied Sciences campus Lüdenscheid Triple: [Lüdenscheid, hasEducationalInstitution, Südwestfalen University of Applied Sciences campus Lüdenscheid]
Generated description
Südwestfalen University of Applied Sciences campus Lüdenscheid is a regional campus of the Fachhochschule Südwestfalen in Germany, offering practice-oriented higher education programs and applied research opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Südwestfalen University of Applied Sciences campus Lüdenscheid Target entity description: Südwestfalen University of Applied Sciences campus Lüdenscheid is a regional campus of the Fachhochschule Südwestfalen in Germany, offering practice-oriented higher education programs and applied research opportunities.
-
A.
Düsseldorf campus
Düsseldorf campus is WHU – Otto Beisheim School of Management’s urban site in Düsseldorf, focused on executive education and part-time management programs.
-
B.
Zweibrücken campus of Hochschule Kaiserslautern
The Zweibrücken campus of Hochschule Kaiserslautern is a German university site offering applied sciences programs with a focus on technology, business, and computer science in the town of Zweibrücken.
-
C.
Limpertsberg Campus
Limpertsberg Campus is one of the main sites of the University of Luxembourg, located in the Limpertsberg district of Luxembourg City and hosting various academic and research activities.
-
D.
Vallendar campus
Vallendar campus is the main site of WHU – Otto Beisheim School of Management, a leading German business school located in the town of Vallendar on the Rhine.
-
E.
Fulda University of Applied Sciences
Fulda University of Applied Sciences is a German public university of applied sciences in the city of Fulda, known for its practice-oriented programs in fields such as business, engineering, social sciences, and health.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb5692284819090f775be8e478522 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde180ff0c8190a8b7c7804e36c3f8 |
completed | May 8, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_69fde447189881909b4b0dc654a05e0d |
completed | May 8, 2026, 1:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fde53290a48190b3701472bb4e3d63 |
completed | May 8, 2026, 1:29 p.m. |
Created at: April 10, 2026, 1:27 a.m.