Triple

T385514
Position Surface form Disambiguated ID Type / Status
Subject Haas School of Business E8771 entity
Predicate associatedWith P37 FINISHED
Object Lester Center for Entrepreneurship
The Lester Center for Entrepreneurship is a leading hub at UC Berkeley that supports innovation, startup education, and entrepreneurial initiatives for students and the broader business community.
E48631 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: Lester Center for Entrepreneurship | Statement: [Haas School of Business, associatedWith, Lester Center for Entrepreneurship]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lester Center for Entrepreneurship
Context triple: [Haas School of Business, associatedWith, Lester Center for Entrepreneurship]
  • A. McNair Center for Entrepreneurship and Economic Growth
    The McNair Center for Entrepreneurship and Economic Growth is a research and policy center focused on advancing entrepreneurship and pro-growth economic policies through analysis, education, and public engagement.
  • B. University City Science Center
    The University City Science Center is a prominent urban research and technology innovation hub in Philadelphia that supports startups, academic partnerships, and commercialization of scientific advances.
  • C. Doerr School of Sustainability
    The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
  • D. Taubman Center for State and Local Government
    The Taubman Center for State and Local Government is a research and policy center at Harvard Kennedy School focused on improving governance, management, and policy innovation in state and local governments.
  • E. George R. Vierno Center
    The George R. Vierno Center is a large jail facility on New York City's Rikers Island complex that primarily houses male detainees in a high-security environment.
  • 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: Lester Center for Entrepreneurship
Triple: [Haas School of Business, associatedWith, Lester Center for Entrepreneurship]
Generated description
The Lester Center for Entrepreneurship is a leading hub at UC Berkeley that supports innovation, startup education, and entrepreneurial initiatives for students and the broader business community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lester Center for Entrepreneurship
Target entity description: The Lester Center for Entrepreneurship is a leading hub at UC Berkeley that supports innovation, startup education, and entrepreneurial initiatives for students and the broader business community.
  • A. McNair Center for Entrepreneurship and Economic Growth
    The McNair Center for Entrepreneurship and Economic Growth is a research and policy center focused on advancing entrepreneurship and pro-growth economic policies through analysis, education, and public engagement.
  • B. University City Science Center
    The University City Science Center is a prominent urban research and technology innovation hub in Philadelphia that supports startups, academic partnerships, and commercialization of scientific advances.
  • C. Doerr School of Sustainability
    The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
  • D. Taubman Center for State and Local Government
    The Taubman Center for State and Local Government is a research and policy center at Harvard Kennedy School focused on improving governance, management, and policy innovation in state and local governments.
  • E. George R. Vierno Center
    The George R. Vierno Center is a large jail facility on New York City's Rikers Island complex that primarily houses male detainees in a high-security environment.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec4345a48190a413261cba4eafd7 completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fe9755c08190a6f046ca56531df5 completed March 1, 2026, 8:53 a.m.
NEDg Description generation batch_69a3ff1563688190bd5a41ea3c4726a5 completed March 1, 2026, 8:55 a.m.
NED2 Entity disambiguation (via description) batch_69a3ffb7c1f8819084d07b54e1688290 completed March 1, 2026, 8:58 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.