Triple

T5611010

Position	Surface form	Disambiguated ID	Type / Status
Subject	Luskin School of Public Affairs	`E147355`	entity
Predicate	hasResearchCenter	`P40`	FINISHED
Object	Luskin Center for Innovation The Luskin Center for Innovation is a research hub at UCLA focused on developing evidence-based policies and solutions to address pressing environmental, social, and economic challenges.	`E538739`	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: Luskin Center for Innovation | Statement: [Luskin School of Public Affairs, hasResearchCenter, Luskin Center for Innovation]

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

Target entity: Luskin Center for Innovation
Context triple: [Luskin School of Public Affairs, hasResearchCenter, Luskin Center for Innovation]

A. 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.
B. Lokey Center for Life Science and Engineering
The Lokey Center for Life Science and Engineering is a multidisciplinary research facility at the Technion focused on advancing cutting-edge biological, biomedical, and engineering sciences.
C. Millstein Center
The Millstein Center is a research and policy institute focused on corporate governance, global capital markets, and responsible corporate ownership.
D. Gary S. Holmes Center for Entrepreneurship
The Gary S. Holmes Center for Entrepreneurship is an academic and experiential hub at the University of Minnesota’s Carlson School of Management that supports entrepreneurship education, startup creation, and innovation.
E. Bechtel Engineering Center
Bechtel Engineering Center is a major academic and administrative hub for the College of Engineering at the University of California, Berkeley, housing classrooms, labs, student services, and collaborative spaces.
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: Luskin Center for Innovation
Triple: [Luskin School of Public Affairs, hasResearchCenter, Luskin Center for Innovation]

Generated description

The Luskin Center for Innovation is a research hub at UCLA focused on developing evidence-based policies and solutions to address pressing environmental, social, and economic challenges.

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

Target entity: Luskin Center for Innovation
Target entity description: The Luskin Center for Innovation is a research hub at UCLA focused on developing evidence-based policies and solutions to address pressing environmental, social, and economic challenges.

A. 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.
B. Lokey Center for Life Science and Engineering
The Lokey Center for Life Science and Engineering is a multidisciplinary research facility at the Technion focused on advancing cutting-edge biological, biomedical, and engineering sciences.
C. Millstein Center
The Millstein Center is a research and policy institute focused on corporate governance, global capital markets, and responsible corporate ownership.
D. Gary S. Holmes Center for Entrepreneurship
The Gary S. Holmes Center for Entrepreneurship is an academic and experiential hub at the University of Minnesota’s Carlson School of Management that supports entrepreneurship education, startup creation, and innovation.
E. Bechtel Engineering Center
Bechtel Engineering Center is a major academic and administrative hub for the College of Engineering at the University of California, Berkeley, housing classrooms, labs, student services, and collaborative spaces.
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_69c0090500f881908374285baf0ac46f`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c0211fad448190b068b77ed25931d5`	completed	March 22, 2026, 5:04 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c04d4d7f4c8190a58124f983589cd2`	completed	March 22, 2026, 8:13 p.m.
NEDg	Description generation	`batch_69c056a981f881908663c315fe2db829`	completed	March 22, 2026, 8:52 p.m.
NED2	Entity disambiguation (via description)	`batch_69c0573ca734819098de3376ff93c309`	completed	March 22, 2026, 8:55 p.m.

Created at: March 22, 2026, 3:39 p.m.