Triple

T7197173
Position Surface form Disambiguated ID Type / Status
Subject Foster School of Business E168644 entity
Predicate hasResearchCenter P40 FINISHED
Object Consulting and Business Development Center
The Consulting and Business Development Center is a Foster School of Business unit that supports small businesses and entrepreneurs—often in underserved communities—through student consulting projects, education, and strategic growth assistance.
E648211 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: Consulting and Business Development Center | Statement: [Foster School of Business, hasResearchCenter, Consulting and Business Development Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Consulting and Business Development Center
Context triple: [Foster School of Business, hasResearchCenter, Consulting and Business Development Center]
  • A. 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.
  • B. 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.
  • C. Centre for Management Support
    The Centre for Management Support is a unit within the Norwegian Institute of Public Health that provides administrative, strategic, and organizational support to enhance the institute’s operations and leadership.
  • D. Center for Global Business and the Economy
    The Center for Global Business and the Economy is a Stanford Graduate School of Business research hub that examines international economic issues, globalization, and their implications for business and public policy.
  • E. Centre for Collaboration with Industry
    The Centre for Collaboration with Industry is a unit within the Norwegian Institute of Public Health that facilitates partnerships and cooperative projects between public health researchers and industrial stakeholders.
  • 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: Consulting and Business Development Center
Triple: [Foster School of Business, hasResearchCenter, Consulting and Business Development Center]
Generated description
The Consulting and Business Development Center is a Foster School of Business unit that supports small businesses and entrepreneurs—often in underserved communities—through student consulting projects, education, and strategic growth assistance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Consulting and Business Development Center
Target entity description: The Consulting and Business Development Center is a Foster School of Business unit that supports small businesses and entrepreneurs—often in underserved communities—through student consulting projects, education, and strategic growth assistance.
  • A. 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.
  • B. 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.
  • C. Centre for Management Support
    The Centre for Management Support is a unit within the Norwegian Institute of Public Health that provides administrative, strategic, and organizational support to enhance the institute’s operations and leadership.
  • D. Center for Global Business and the Economy
    The Center for Global Business and the Economy is a Stanford Graduate School of Business research hub that examines international economic issues, globalization, and their implications for business and public policy.
  • E. Centre for Collaboration with Industry
    The Centre for Collaboration with Industry is a unit within the Norwegian Institute of Public Health that facilitates partnerships and cooperative projects between public health researchers and industrial stakeholders.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e928ecdc8190a7f3feaf6d28781b completed March 27, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfa6be648190950f682eaaeb1a18 completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c01e84388190858d34a6a047bf63 completed March 28, 2026, 11:48 a.m.
NED2 Entity disambiguation (via description) batch_69c7c0a9eb0c819080cda73d67e84fe9 completed March 28, 2026, 11:51 a.m.
Created at: March 27, 2026, 2:51 p.m.