Triple

T5818027

Position	Surface form	Disambiguated ID	Type / Status
Subject	Build to Scale program	`E129033`	entity
Predicate	operatedBy	`P86`	FINISHED
Object	Office of Innovation and Entrepreneurship The Office of Innovation and Entrepreneurship is a U.S. federal office that promotes high-growth entrepreneurship and regional innovation through programs, policy initiatives, and strategic partnerships.	`E548110`	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: Office of Innovation and Entrepreneurship | Statement: [Build to Scale program, operatedBy, Office of Innovation and Entrepreneurship]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Office of Innovation and Entrepreneurship
Context triple: [Build to Scale program, operatedBy, Office of Innovation and Entrepreneurship]

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. Sutardja Center for Entrepreneurship and Technology
The Sutardja Center for Entrepreneurship and Technology is UC Berkeley’s premier hub for innovation education, offering interdisciplinary programs that blend engineering, business, and design to foster technology startups and entrepreneurial leaders.
D. Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
E. Department of Systems Innovation
The Department of Systems Innovation is an academic department at the University of Tokyo focused on interdisciplinary research and education in complex systems, engineering, and innovation.
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: Office of Innovation and Entrepreneurship
Triple: [Build to Scale program, operatedBy, Office of Innovation and Entrepreneurship]

Generated description

The Office of Innovation and Entrepreneurship is a U.S. federal office that promotes high-growth entrepreneurship and regional innovation through programs, policy initiatives, and strategic partnerships.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Office of Innovation and Entrepreneurship
Target entity description: The Office of Innovation and Entrepreneurship is a U.S. federal office that promotes high-growth entrepreneurship and regional innovation through programs, policy initiatives, and strategic partnerships.

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. Sutardja Center for Entrepreneurship and Technology
The Sutardja Center for Entrepreneurship and Technology is UC Berkeley’s premier hub for innovation education, offering interdisciplinary programs that blend engineering, business, and design to foster technology startups and entrepreneurial leaders.
D. Institute for Business Innovation
The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
E. Department of Systems Innovation
The Department of Systems Innovation is an academic department at the University of Tokyo focused on interdisciplinary research and education in complex systems, engineering, and innovation.
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_69c0084869e881908d7859492183ca7b`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c033e36cbc81908f1ef1a1a310674c`	completed	March 22, 2026, 6:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0985399488190bcab9702e3b88539`	completed	March 23, 2026, 1:33 a.m.
NEDg	Description generation	`batch_69c0990d00e88190b9f2b34a8cedda3a`	completed	March 23, 2026, 1:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69c099770ca88190a91815ec055f6df8`	completed	March 23, 2026, 1:37 a.m.

Created at: March 22, 2026, 3:53 p.m.