Triple
T8982748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Furtwangen |
E214574
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Furtwangen University of Applied Sciences
Furtwangen University of Applied Sciences is a German public university of applied sciences known for its strong programs in engineering, computer science, and business, with a focus on practical, industry-oriented education and research.
|
E773051
|
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: Furtwangen University of Applied Sciences | Statement: [Furtwangen, hasUniversity, Furtwangen University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Furtwangen University of Applied Sciences Context triple: [Furtwangen, hasUniversity, Furtwangen University of Applied Sciences]
-
A.
Esslingen University of Applied Sciences
Esslingen University of Applied Sciences is a German university known for its strong engineering, business, and social sciences programs with close ties to regional industry.
-
B.
Pforzheim University
Pforzheim University is a German university of applied sciences known for its strong programs in business, design, and engineering.
-
C.
Stuttgart Technology University of Applied Sciences
Stuttgart Technology University of Applied Sciences is a German university of applied sciences specializing in engineering, technology, and design, located in the city of Stuttgart.
-
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.
Mannheim University of Applied Sciences
Mannheim University of Applied Sciences is a German institution of higher education known for its practice-oriented programs in engineering, business, social sciences, and design.
- 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: Furtwangen University of Applied Sciences Triple: [Furtwangen, hasUniversity, Furtwangen University of Applied Sciences]
Generated description
Furtwangen University of Applied Sciences is a German public university of applied sciences known for its strong programs in engineering, computer science, and business, with a focus on practical, industry-oriented education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Furtwangen University of Applied Sciences Target entity description: Furtwangen University of Applied Sciences is a German public university of applied sciences known for its strong programs in engineering, computer science, and business, with a focus on practical, industry-oriented education and research.
-
A.
Esslingen University of Applied Sciences
Esslingen University of Applied Sciences is a German university known for its strong engineering, business, and social sciences programs with close ties to regional industry.
-
B.
Pforzheim University
Pforzheim University is a German university of applied sciences known for its strong programs in business, design, and engineering.
-
C.
Stuttgart Technology University of Applied Sciences
Stuttgart Technology University of Applied Sciences is a German university of applied sciences specializing in engineering, technology, and design, located in the city of Stuttgart.
-
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.
Mannheim University of Applied Sciences
Mannheim University of Applied Sciences is a German institution of higher education known for its practice-oriented programs in engineering, business, social sciences, and design.
- 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_69ca839f76bc8190a4b7123cdd682199 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc67a891e881909e4b84ed82491651 |
completed | April 1, 2026, 12:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdb8de5e081909cce650a0b299e85 |
completed | April 3, 2026, 3:23 p.m. |
| NEDg | Description generation | batch_69cfdcae0e5c81909c50a0b53c1cf7cc |
completed | April 3, 2026, 3:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfdd6a2ba481908d66fed8f05a1297 |
completed | April 3, 2026, 3:31 p.m. |
Created at: March 30, 2026, 7:03 p.m.