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.