Triple
T11153944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kempten |
E263855
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Kempten University of Applied Sciences
Kempten University of Applied Sciences is a German public university of applied sciences in Kempten, Bavaria, known for its practice-oriented programs in engineering, business, computer science, and social sciences.
|
E908480
|
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: Kempten University of Applied Sciences | Statement: [Kempten, hasUniversity, Kempten University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kempten University of Applied Sciences Context triple: [Kempten, hasUniversity, Kempten University of Applied Sciences]
-
A.
Offenburg University of Applied Sciences
Offenburg University of Applied Sciences is a German institution of higher education specializing in practice-oriented programs in engineering, business, media, and information technology.
-
B.
Neu-Ulm University of Applied Sciences
Neu-Ulm University of Applied Sciences is a German public university of applied sciences specializing in practice-oriented programs in fields such as business, information technology, and health management.
-
C.
Ansbach University of Applied Sciences
Ansbach University of Applied Sciences is a German public university of applied sciences located in the town of Ansbach in Bavaria, offering practice-oriented programs in fields such as business, engineering, and media.
-
D.
Weihenstephan-Triesdorf University of Applied Sciences
Weihenstephan-Triesdorf University of Applied Sciences is a German university of applied sciences specializing in life sciences, agriculture, environmental studies, and related practical disciplines.
-
E.
Hanze University of Applied Sciences
Hanze University of Applied Sciences is a major Dutch university of applied sciences based in Groningen, offering professionally oriented higher education and research 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: Kempten University of Applied Sciences Triple: [Kempten, hasUniversity, Kempten University of Applied Sciences]
Generated description
Kempten University of Applied Sciences is a German public university of applied sciences in Kempten, Bavaria, known for its practice-oriented programs in engineering, business, computer science, and social sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kempten University of Applied Sciences Target entity description: Kempten University of Applied Sciences is a German public university of applied sciences in Kempten, Bavaria, known for its practice-oriented programs in engineering, business, computer science, and social sciences.
-
A.
Offenburg University of Applied Sciences
Offenburg University of Applied Sciences is a German institution of higher education specializing in practice-oriented programs in engineering, business, media, and information technology.
-
B.
Neu-Ulm University of Applied Sciences
Neu-Ulm University of Applied Sciences is a German public university of applied sciences specializing in practice-oriented programs in fields such as business, information technology, and health management.
-
C.
Ansbach University of Applied Sciences
Ansbach University of Applied Sciences is a German public university of applied sciences located in the town of Ansbach in Bavaria, offering practice-oriented programs in fields such as business, engineering, and media.
-
D.
Weihenstephan-Triesdorf University of Applied Sciences
Weihenstephan-Triesdorf University of Applied Sciences is a German university of applied sciences specializing in life sciences, agriculture, environmental studies, and related practical disciplines.
-
E.
Hanze University of Applied Sciences
Hanze University of Applied Sciences is a major Dutch university of applied sciences based in Groningen, offering professionally oriented higher education and research 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_69d6aa9ccddc8190868998c8b7beb060 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e872ffbc8190b8a3bbd912115342 |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e46341f224819099dd618b377e5bc2 |
completed | April 19, 2026, 5:08 a.m. |
| NEDg | Description generation | batch_69e46c3448348190b2c062d21771066d |
completed | April 19, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e46dadbc5c8190b41279a05731dc95 |
completed | April 19, 2026, 5:52 a.m. |
Created at: April 8, 2026, 9:28 p.m.