Triple

T13124711
Position Surface form Disambiguated ID Type / Status
Subject Vallendar campus E311814 entity
Predicate hasPart P35 FINISHED
Object entrepreneurship center of WHU Vallendar
The entrepreneurship center of WHU Vallendar is a dedicated hub at WHU – Otto Beisheim School of Management that supports startup creation, innovation, and entrepreneurial education for students and founders.
E1022516 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: entrepreneurship center of WHU Vallendar | Statement: [Vallendar campus, hasPart, entrepreneurship center of WHU Vallendar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: entrepreneurship center of WHU Vallendar
Context triple: [Vallendar campus, hasPart, entrepreneurship center of WHU Vallendar]
  • A. Center for Entrepreneurial Studies
    The Center for Entrepreneurial Studies is a Stanford Graduate School of Business hub that supports research, education, and experiential learning in entrepreneurship and innovation.
  • 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. Centre for Entrepreneurship and Enterprise Development
    The Centre for Entrepreneurship and Enterprise Development is an institute at the University of Maiduguri focused on fostering entrepreneurial skills, innovation, and small business development among students and the surrounding community.
  • D. Center for Entrepreneurship
    The Center for Entrepreneurship is a specialized unit within the Muma College of Business that supports innovation, startup creation, and entrepreneurial education for students and the broader community.
  • E. 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.
  • 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: entrepreneurship center of WHU Vallendar
Triple: [Vallendar campus, hasPart, entrepreneurship center of WHU Vallendar]
Generated description
The entrepreneurship center of WHU Vallendar is a dedicated hub at WHU – Otto Beisheim School of Management that supports startup creation, innovation, and entrepreneurial education for students and founders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: entrepreneurship center of WHU Vallendar
Target entity description: The entrepreneurship center of WHU Vallendar is a dedicated hub at WHU – Otto Beisheim School of Management that supports startup creation, innovation, and entrepreneurial education for students and founders.
  • A. Center for Entrepreneurial Studies
    The Center for Entrepreneurial Studies is a Stanford Graduate School of Business hub that supports research, education, and experiential learning in entrepreneurship and innovation.
  • 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. Centre for Entrepreneurship and Enterprise Development
    The Centre for Entrepreneurship and Enterprise Development is an institute at the University of Maiduguri focused on fostering entrepreneurial skills, innovation, and small business development among students and the surrounding community.
  • D. Center for Entrepreneurship
    The Center for Entrepreneurship is a specialized unit within the Muma College of Business that supports innovation, startup creation, and entrepreneurial education for students and the broader community.
  • E. 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.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9819946808190b41335fb1054accd completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e289462c8190b1625a26f019d744 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e44fa8c88190a8f7bd715f34ec0b completed May 3, 2026, 5:59 a.m.
NED2 Entity disambiguation (via description) batch_69f6e4c96b8c8190bb2f2988a5f8a14b completed May 3, 2026, 6:01 a.m.
Created at: April 9, 2026, 9:07 p.m.