Triple
T1396118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roman Herzog |
E30668
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
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.
|
E160409
|
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 University of Administrative Sciences Speyer | Statement: [Roman Herzog, employer, German University of Administrative Sciences Speyer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German University of Administrative Sciences Speyer Context triple: [Roman Herzog, employer, German University of Administrative Sciences Speyer]
-
A.
Goethe University Frankfurt
Goethe University Frankfurt is a major public research university in Frankfurt, Germany, known for its strong programs in the natural sciences, social sciences, and humanities.
-
B.
Ulm University
Ulm University is a public research university in Ulm, Germany, known for its strong programs in natural sciences, medicine, engineering, and economics.
-
C.
University of Würzburg
The University of Würzburg is a historic German public research university in Bavaria, renowned for its contributions to science and scholarship and for educating numerous notable figures.
-
D.
Freiburg University
Freiburg University, formally the University of Freiburg, is a renowned German public research university in Freiburg im Breisgau known for its strong traditions in the humanities, social sciences, and natural sciences.
-
E.
University of Cologne
The University of Cologne is one of Germany’s largest and oldest universities, renowned for its research and teaching across a broad range of disciplines.
- 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 University of Administrative Sciences Speyer Triple: [Roman Herzog, employer, German University of Administrative Sciences Speyer]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German University of Administrative Sciences Speyer Target entity description: 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.
-
A.
Goethe University Frankfurt
Goethe University Frankfurt is a major public research university in Frankfurt, Germany, known for its strong programs in the natural sciences, social sciences, and humanities.
-
B.
Ulm University
Ulm University is a public research university in Ulm, Germany, known for its strong programs in natural sciences, medicine, engineering, and economics.
-
C.
University of Würzburg
The University of Würzburg is a historic German public research university in Bavaria, renowned for its contributions to science and scholarship and for educating numerous notable figures.
-
D.
Freiburg University
Freiburg University, formally the University of Freiburg, is a renowned German public research university in Freiburg im Breisgau known for its strong traditions in the humanities, social sciences, and natural sciences.
-
E.
University of Cologne
The University of Cologne is one of Germany’s largest and oldest universities, renowned for its research and teaching across a broad range of disciplines.
- 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_69a498fd4e408190bd73eca30ea9754c |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c37fd6e0819084d610ef041db3af |
completed | March 1, 2026, 10:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde310f748190a5c58caf4fbaa5c5 |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69acdee073fc819098c906d91870b317 |
completed | March 8, 2026, 2:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace0a7ddc08190a44be1707587351b |
completed | March 8, 2026, 2:36 a.m. |
Created at: March 1, 2026, 7:59 p.m.