Triple
T3946777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German Jordanian University |
E92165
|
entity |
| Predicate | cooperationWith |
P435
|
FINISHED |
| Object |
German universities of applied sciences
German universities of applied sciences are practice-oriented higher education institutions in Germany that focus on applied research and close collaboration with industry to prepare students for professional careers.
|
E401831
|
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: German universities of applied sciences | Statement: [German Jordanian University, cooperationWith, German universities of applied sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German universities of applied sciences Context triple: [German Jordanian University, cooperationWith, German universities of applied sciences]
-
A.
German Universities of Technology network
The German Universities of Technology network is an alliance of leading German technical universities that collaborate on research, teaching, and innovation in engineering and the applied sciences.
-
B.
Bern University of Applied Sciences
Bern University of Applied Sciences is a Swiss public university of applied sciences offering practice-oriented higher education and research across fields such as engineering, business, health, and the arts.
-
C.
Dutch universities of applied sciences sector
The Dutch universities of applied sciences sector is a network of professionally oriented higher education institutions that focus on practice-based learning and applied research to prepare students for specific careers.
-
D.
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.
-
E.
University of Applied Sciences Karlsruhe
The University of Applied Sciences Karlsruhe is a German higher education institution in Karlsruhe specializing in practice-oriented engineering, computer science, business, and media programs closely linked to industry.
- 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: German universities of applied sciences Triple: [German Jordanian University, cooperationWith, German universities of applied sciences]
Generated description
German universities of applied sciences are practice-oriented higher education institutions in Germany that focus on applied research and close collaboration with industry to prepare students for professional careers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German universities of applied sciences Target entity description: German universities of applied sciences are practice-oriented higher education institutions in Germany that focus on applied research and close collaboration with industry to prepare students for professional careers.
-
A.
German Universities of Technology network
The German Universities of Technology network is an alliance of leading German technical universities that collaborate on research, teaching, and innovation in engineering and the applied sciences.
-
B.
Bern University of Applied Sciences
Bern University of Applied Sciences is a Swiss public university of applied sciences offering practice-oriented higher education and research across fields such as engineering, business, health, and the arts.
-
C.
Dutch universities of applied sciences sector
The Dutch universities of applied sciences sector is a network of professionally oriented higher education institutions that focus on practice-based learning and applied research to prepare students for specific careers.
-
D.
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.
-
E.
University of Applied Sciences Karlsruhe
The University of Applied Sciences Karlsruhe is a German higher education institution in Karlsruhe specializing in practice-oriented engineering, computer science, business, and media programs closely linked to industry.
- 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_69aed965502c8190904ebad1203a4ae8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef0da13688190aab505c36513e4ab |
completed | March 9, 2026, 4:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5339bc5d481909e750873d65fff4c |
completed | March 14, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69b5345b408c8190a68c530edd1efb1f |
completed | March 14, 2026, 10:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5351fe4d081909c606f2ced0efbdc |
completed | March 14, 2026, 10:14 a.m. |
Created at: March 9, 2026, 3:24 p.m.