Triple

T1091724
Position Surface form Disambiguated ID Type / Status
Subject Technical University of Munich E24177 entity
Predicate hasFaculty P141 FINISHED
Object 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.
 E129780 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: TUM School of Management | Statement: [Technical University of Munich, hasFaculty, TUM School of Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TUM School of Management
Context triple: [Technical University of Munich, hasFaculty, TUM School of Management]
  • A. 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.
  • B. Vienna University of Economics and Business
    Vienna University of Economics and Business is a leading Austrian public university in Vienna specializing in business, economics, and social sciences, known for its large international student body and modern campus.
  • C. Hult International Business School
    Hult International Business School is a private global business school known for its international campuses and practice-oriented business education programs.
  • D. Ulm University
    Ulm University is a public research university in Ulm, Germany, known for its strong programs in natural sciences, medicine, engineering, and economics.
  • E. Queen’s Management School
    Queen’s Management School is the business and management faculty of Queen’s University Belfast, offering education and research in areas such as accounting, finance, economics, and management.
  • 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: TUM School of Management
Triple: [Technical University of Munich, hasFaculty, TUM School of Management]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TUM School of Management
Target entity description: 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.
  • A. 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.
  • B. Vienna University of Economics and Business
    Vienna University of Economics and Business is a leading Austrian public university in Vienna specializing in business, economics, and social sciences, known for its large international student body and modern campus.
  • C. Hult International Business School
    Hult International Business School is a private global business school known for its international campuses and practice-oriented business education programs.
  • D. Ulm University
    Ulm University is a public research university in Ulm, Germany, known for its strong programs in natural sciences, medicine, engineering, and economics.
  • E. Queen’s Management School
    Queen’s Management School is the business and management faculty of Queen’s University Belfast, offering education and research in areas such as accounting, finance, economics, and management.
  • 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_69a49404428c819092dcc9632f5f7b8b completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b982018481908b222df095e318c0 completed March 1, 2026, 10:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59a058b88190beb883bf35377316 completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5a97f1408190855d8ea4f4317b07 completed March 7, 2026, 5:04 p.m.
NED2 Entity disambiguation (via description) batch_69ac5b1b5930819098f511db269e991d completed March 7, 2026, 5:06 p.m.
Created at: March 1, 2026, 7:42 p.m.