Triple

T4909620
Position Surface form Disambiguated ID Type / Status
Subject Lally School of Management E110199 entity
Predicate offersProgram P178 FINISHED
Object MS in Technology Commercialization and Entrepreneurship
The MS in Technology Commercialization and Entrepreneurship is a graduate program focused on turning innovative technologies into viable businesses by combining training in innovation management, new venture creation, and commercialization strategy.
E479442 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: MS in Technology Commercialization and Entrepreneurship | Statement: [Lally School of Management, offersProgram, MS in Technology Commercialization and Entrepreneurship]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MS in Technology Commercialization and Entrepreneurship
Context triple: [Lally School of Management, offersProgram, MS in Technology Commercialization and Entrepreneurship]
  • 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. Small Business Technology Transfer program
    The Small Business Technology Transfer program is a U.S. federal initiative that funds collaborative research and development projects between small businesses and nonprofit research institutions to help commercialize innovative technologies.
  • C. MS in Information Systems
    The MS in Information Systems is a graduate program focused on integrating business strategy with information technology, preparing students to design, manage, and optimize data-driven systems and digital solutions in organizations.
  • D. College of Business, Innovation, Leadership, and Technology
    The College of Business, Innovation, Leadership, and Technology is a professional school at Marymount University offering programs that integrate business education with leadership development and technology-focused learning.
  • E. Centre for Technology Management
    The Centre for Technology Management is a research and education group at the University of Cambridge focused on how organizations strategically manage innovation, technology, and product development.
  • 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: MS in Technology Commercialization and Entrepreneurship
Triple: [Lally School of Management, offersProgram, MS in Technology Commercialization and Entrepreneurship]
Generated description
The MS in Technology Commercialization and Entrepreneurship is a graduate program focused on turning innovative technologies into viable businesses by combining training in innovation management, new venture creation, and commercialization strategy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MS in Technology Commercialization and Entrepreneurship
Target entity description: The MS in Technology Commercialization and Entrepreneurship is a graduate program focused on turning innovative technologies into viable businesses by combining training in innovation management, new venture creation, and commercialization strategy.
  • 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. Small Business Technology Transfer program
    The Small Business Technology Transfer program is a U.S. federal initiative that funds collaborative research and development projects between small businesses and nonprofit research institutions to help commercialize innovative technologies.
  • C. MS in Information Systems
    The MS in Information Systems is a graduate program focused on integrating business strategy with information technology, preparing students to design, manage, and optimize data-driven systems and digital solutions in organizations.
  • D. College of Business, Innovation, Leadership, and Technology
    The College of Business, Innovation, Leadership, and Technology is a professional school at Marymount University offering programs that integrate business education with leadership development and technology-focused learning.
  • E. Centre for Technology Management
    The Centre for Technology Management is a research and education group at the University of Cambridge focused on how organizations strategically manage innovation, technology, and product development.
  • 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_69bd44132b94819088522d92beaadc78 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e99414081908c3d3283f563bba4 completed March 20, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fe43a888190ab1b150da0f49203 completed March 21, 2026, 10:16 a.m.
NEDg Description generation batch_69be72027b40819086fb972d18b0e43b completed March 21, 2026, 10:25 a.m.
NED2 Entity disambiguation (via description) batch_69be724d258481908e33796aabdb32f2 completed March 21, 2026, 10:26 a.m.
Created at: March 20, 2026, 1:29 p.m.