Triple
T6708893
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mannheim |
E153078
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E613791
|
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: Mannheim University of Applied Sciences | Statement: [Mannheim, hasUniversity, Mannheim University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mannheim University of Applied Sciences Context triple: [Mannheim, hasUniversity, Mannheim University of Applied Sciences]
-
A.
Frankfurt University of Applied Sciences
Frankfurt University of Applied Sciences is a practice-oriented public university in Frankfurt am Main, Germany, offering a wide range of applied science and professional degree programs.
-
B.
Cologne University of Applied Sciences
Cologne University of Applied Sciences is a major German university of applied sciences known for its practice-oriented programs in engineering, business, social sciences, and design.
-
C.
Münster University of Applied Sciences
Münster University of Applied Sciences is a German public university of applied sciences known for its practice-oriented programs and strong links to regional industry and innovation.
-
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.
Hamm-Lippstadt University of Applied Sciences
Hamm-Lippstadt University of Applied Sciences is a German public university of applied sciences offering practice-oriented degree programs in fields such as engineering, business, and computer science across its campuses in Hamm and Lippstadt.
- 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: Mannheim University of Applied Sciences Triple: [Mannheim, hasUniversity, Mannheim University of Applied Sciences]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mannheim University of Applied Sciences Target entity description: 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.
-
A.
Frankfurt University of Applied Sciences
Frankfurt University of Applied Sciences is a practice-oriented public university in Frankfurt am Main, Germany, offering a wide range of applied science and professional degree programs.
-
B.
Cologne University of Applied Sciences
Cologne University of Applied Sciences is a major German university of applied sciences known for its practice-oriented programs in engineering, business, social sciences, and design.
-
C.
Münster University of Applied Sciences
Münster University of Applied Sciences is a German public university of applied sciences known for its practice-oriented programs and strong links to regional industry and innovation.
-
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.
Hamm-Lippstadt University of Applied Sciences
Hamm-Lippstadt University of Applied Sciences is a German public university of applied sciences offering practice-oriented degree programs in fields such as engineering, business, and computer science across its campuses in Hamm and Lippstadt.
- 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_69c68808d8d8819087369015270788fe |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d105b49c8190932246a727e2c513 |
completed | March 27, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7008e6b308190a3d5db2bf4a469c4 |
completed | March 27, 2026, 10:11 p.m. |
| NEDg | Description generation | batch_69c701be78cc8190a0848ea60908d129 |
completed | March 27, 2026, 10:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7021b27288190866aef500198479d |
completed | March 27, 2026, 10:18 p.m. |
Created at: March 27, 2026, 2:06 p.m.