Triple
T16534747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schweinfurt |
E401662
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Applied Sciences Würzburg-Schweinfurt (campus)
The University of Applied Sciences Würzburg-Schweinfurt (campus) in Schweinfurt is a practice-oriented higher education site offering applied sciences programs as part of the larger FHWS university network in Bavaria, Germany.
|
E1217685
|
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 Würzburg-Schweinfurt (campus) | Statement: [Schweinfurt, hasUniversity, University of Applied Sciences Würzburg-Schweinfurt (campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Applied Sciences Würzburg-Schweinfurt (campus) Context triple: [Schweinfurt, hasUniversity, University of Applied Sciences Würzburg-Schweinfurt (campus)]
-
A.
Landshut University of Applied Sciences
Landshut University of Applied Sciences is a German university of applied sciences offering practice-oriented degree programs in engineering, business, computer science, and social work in the city of Landshut, Bavaria.
-
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.
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.
-
D.
University of Applied Sciences Worms
The University of Applied Sciences Worms is a German higher education institution offering practice-oriented degree programs in fields such as business, computer science, and tourism.
-
E.
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.
- 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 Würzburg-Schweinfurt (campus) Triple: [Schweinfurt, hasUniversity, University of Applied Sciences Würzburg-Schweinfurt (campus)]
Generated description
The University of Applied Sciences Würzburg-Schweinfurt (campus) in Schweinfurt is a practice-oriented higher education site offering applied sciences programs as part of the larger FHWS university network in Bavaria, Germany.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Applied Sciences Würzburg-Schweinfurt (campus) Target entity description: The University of Applied Sciences Würzburg-Schweinfurt (campus) in Schweinfurt is a practice-oriented higher education site offering applied sciences programs as part of the larger FHWS university network in Bavaria, Germany.
-
A.
Landshut University of Applied Sciences
Landshut University of Applied Sciences is a German university of applied sciences offering practice-oriented degree programs in engineering, business, computer science, and social work in the city of Landshut, Bavaria.
-
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.
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.
-
D.
University of Applied Sciences Worms
The University of Applied Sciences Worms is a German higher education institution offering practice-oriented degree programs in fields such as business, computer science, and tourism.
-
E.
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.
- 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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e345574d88819094548367bf983078 |
completed | April 18, 2026, 8:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006093244081909ae74674de966d6d |
completed | May 10, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_6a00615d3edc81909f0eb3e6210d00ee |
completed | May 10, 2026, 10:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0062128a388190beb52fa173ed7826 |
completed | May 10, 2026, 10:46 a.m. |
Created at: April 10, 2026, 5:15 a.m.