Triple
T7407318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludwigshafen am Rhein |
E170906
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Hochschule für Wirtschaft und Gesellschaft Ludwigshafen
Hochschule für Wirtschaft und Gesellschaft Ludwigshafen is a German university of applied sciences specializing in business, social sciences, and related fields, located in Ludwigshafen am Rhein.
|
E662428
|
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: Hochschule für Wirtschaft und Gesellschaft Ludwigshafen | Statement: [Ludwigshafen am Rhein, hasUniversity, Hochschule für Wirtschaft und Gesellschaft Ludwigshafen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hochschule für Wirtschaft und Gesellschaft Ludwigshafen Context triple: [Ludwigshafen am Rhein, hasUniversity, Hochschule für Wirtschaft und Gesellschaft Ludwigshafen]
-
A.
German University of Administrative Sciences Speyer
The German University of Administrative Sciences Speyer is a specialized higher education institution in Germany focused on public administration, administrative law, and governance, serving as a key training and research center for civil servants and public sector professionals.
-
B.
University of Duisburg-Essen
The University of Duisburg-Essen is a large public research university in North Rhine-Westphalia, Germany, known for its strong engineering, natural sciences, and social sciences programs and its focus on interdisciplinary and international collaboration.
-
C.
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.
-
D.
Hochschule RheinMain
Hochschule RheinMain is a German university of applied sciences based in the Rhine-Main region, offering practice-oriented degree programs in fields such as engineering, design, social sciences, and business.
-
E.
Hochschule Bonn-Rhein-Sieg
Hochschule Bonn-Rhein-Sieg is a German public University of Applied Sciences known for its practice-oriented programs in fields such as engineering, business, and computer science, with campuses in the Bonn-Rhine-Sieg region.
- 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: Hochschule für Wirtschaft und Gesellschaft Ludwigshafen Triple: [Ludwigshafen am Rhein, hasUniversity, Hochschule für Wirtschaft und Gesellschaft Ludwigshafen]
Generated description
Hochschule für Wirtschaft und Gesellschaft Ludwigshafen is a German university of applied sciences specializing in business, social sciences, and related fields, located in Ludwigshafen am Rhein.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hochschule für Wirtschaft und Gesellschaft Ludwigshafen Target entity description: Hochschule für Wirtschaft und Gesellschaft Ludwigshafen is a German university of applied sciences specializing in business, social sciences, and related fields, located in Ludwigshafen am Rhein.
-
A.
German University of Administrative Sciences Speyer
The German University of Administrative Sciences Speyer is a specialized higher education institution in Germany focused on public administration, administrative law, and governance, serving as a key training and research center for civil servants and public sector professionals.
-
B.
University of Duisburg-Essen
The University of Duisburg-Essen is a large public research university in North Rhine-Westphalia, Germany, known for its strong engineering, natural sciences, and social sciences programs and its focus on interdisciplinary and international collaboration.
-
C.
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.
-
D.
Hochschule RheinMain
Hochschule RheinMain is a German university of applied sciences based in the Rhine-Main region, offering practice-oriented degree programs in fields such as engineering, design, social sciences, and business.
-
E.
Hochschule Bonn-Rhein-Sieg
Hochschule Bonn-Rhein-Sieg is a German public University of Applied Sciences known for its practice-oriented programs in fields such as engineering, business, and computer science, with campuses in the Bonn-Rhine-Sieg region.
- 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_69c68a6010108190925e5284de022660 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f298f2388190afc944c9bc78749a |
completed | March 27, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8111adbf48190a04df3cec1017b39 |
completed | March 28, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c81455967c81909757f42d976b535c |
completed | March 28, 2026, 5:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c814b413a08190b7e5e85d73ddb430 |
completed | March 28, 2026, 5:49 p.m. |
Created at: March 27, 2026, 3:10 p.m.