Triple
T12418738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heilbronn |
E296707
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
German Graduate School of Management and Law
The German Graduate School of Management and Law is a specialized business and law school located in Heilbronn, Germany, offering advanced graduate programs for future managers and legal professionals.
|
E981473
|
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 Graduate School of Management and Law | Statement: [Heilbronn, hasHigherEducationInstitution, German Graduate School of Management and Law]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German Graduate School of Management and Law Context triple: [Heilbronn, hasHigherEducationInstitution, German Graduate School of Management and Law]
-
A.
Ingolstadt School of Management
Ingolstadt School of Management is a business and management faculty of the Catholic University of Eichstätt-Ingolstadt known for its programs in economics, business administration, and related fields.
-
B.
WHU – Otto Beisheim School of Management
WHU – Otto Beisheim School of Management is a leading German business school renowned for its rigorous management programs, strong international orientation, and close ties to global corporate partners.
-
C.
TUM School of Management
TUM School of Management is the business and management school of the Technical University of Munich, known for integrating management education with strong foundations in technology and engineering.
-
D.
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.
-
E.
Graduate School of Law and Economics
The Graduate School of Law and Economics is a postgraduate faculty of Kagoshima University in Japan that offers advanced education and research programs in legal studies and economics.
- 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 Graduate School of Management and Law Triple: [Heilbronn, hasHigherEducationInstitution, German Graduate School of Management and Law]
Generated description
The German Graduate School of Management and Law is a specialized business and law school located in Heilbronn, Germany, offering advanced graduate programs for future managers and legal professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German Graduate School of Management and Law Target entity description: The German Graduate School of Management and Law is a specialized business and law school located in Heilbronn, Germany, offering advanced graduate programs for future managers and legal professionals.
-
A.
Ingolstadt School of Management
Ingolstadt School of Management is a business and management faculty of the Catholic University of Eichstätt-Ingolstadt known for its programs in economics, business administration, and related fields.
-
B.
WHU – Otto Beisheim School of Management
WHU – Otto Beisheim School of Management is a leading German business school renowned for its rigorous management programs, strong international orientation, and close ties to global corporate partners.
-
C.
TUM School of Management
TUM School of Management is the business and management school of the Technical University of Munich, known for integrating management education with strong foundations in technology and engineering.
-
D.
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.
-
E.
Graduate School of Law and Economics
The Graduate School of Law and Economics is a postgraduate faculty of Kagoshima University in Japan that offers advanced education and research programs in legal studies and economics.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d6efd748190a5d9396a343e41e1 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f634933b9881909fd592ede7c3e49c |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f6356c21908190b34d1324da8f8052 |
completed | May 2, 2026, 5:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63697d5b8819094728df472eb1914 |
completed | May 2, 2026, 5:38 p.m. |
Created at: April 8, 2026, 9:55 p.m.