Triple

T2161399

Position	Surface form	Disambiguated ID	Type / Status
Subject	Berkeley Engineering	`E46807`	entity
Predicate	hasNotableCenter	`P6682`	FINISHED
Object	Berkeley Institute of Design The Berkeley Institute of Design is an interdisciplinary research and teaching center at UC Berkeley focused on human-centered design, interaction design, and innovative technologies.	`E239457`	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: Berkeley Institute of Design | Statement: [Berkeley Engineering, hasNotableCenter, Berkeley Institute of Design]

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

Target entity: Berkeley Institute of Design
Context triple: [Berkeley Engineering, hasNotableCenter, Berkeley Institute of Design]

A. Rhode Island School of Design
Rhode Island School of Design is a prestigious art and design college in Providence, Rhode Island, renowned for its rigorous studio-based programs and influential creative alumni.
B. Parsons School of Design
Parsons School of Design is a prestigious New York City art and design college renowned for its influential programs in fashion, graphic design, and other creative disciplines.
C. California Institute of the Arts
California Institute of the Arts is a renowned private art university in Valencia, California, known for its innovative programs in visual and performing arts and its influential alumni in film and animation.
D. Harvard Graduate School of Design
Harvard Graduate School of Design is a leading graduate institution at Harvard University specializing in architecture, landscape architecture, urban planning, and design research.
E. School of Design, Carnegie Mellon University
The School of Design at Carnegie Mellon University is a leading design institution known for its innovative programs in communication, product, and interaction design, with a strong emphasis on interdisciplinary collaboration and human-centered approaches.
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: Berkeley Institute of Design
Triple: [Berkeley Engineering, hasNotableCenter, Berkeley Institute of Design]

Generated description

The Berkeley Institute of Design is an interdisciplinary research and teaching center at UC Berkeley focused on human-centered design, interaction design, and innovative technologies.

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

Target entity: Berkeley Institute of Design
Target entity description: The Berkeley Institute of Design is an interdisciplinary research and teaching center at UC Berkeley focused on human-centered design, interaction design, and innovative technologies.

A. Rhode Island School of Design
Rhode Island School of Design is a prestigious art and design college in Providence, Rhode Island, renowned for its rigorous studio-based programs and influential creative alumni.
B. Parsons School of Design
Parsons School of Design is a prestigious New York City art and design college renowned for its influential programs in fashion, graphic design, and other creative disciplines.
C. California Institute of the Arts
California Institute of the Arts is a renowned private art university in Valencia, California, known for its innovative programs in visual and performing arts and its influential alumni in film and animation.
D. Harvard Graduate School of Design
Harvard Graduate School of Design is a leading graduate institution at Harvard University specializing in architecture, landscape architecture, urban planning, and design research.
E. School of Design, Carnegie Mellon University
The School of Design at Carnegie Mellon University is a leading design institution known for its innovative programs in communication, product, and interaction design, with a strong emphasis on interdisciplinary collaboration and human-centered approaches.
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_69a88a184cbc8190877791f6552c2484`	completed	March 4, 2026, 7:38 p.m.
NER	Named-entity recognition	`batch_69abbe89e6ac8190b4b4bc0be4fe7aa9`	completed	March 7, 2026, 5:58 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae58ec0a7481909bc3e751de31e4d7`	completed	March 9, 2026, 5:21 a.m.
NEDg	Description generation	`batch_69ae59c3e0008190942715e0c44ca206`	completed	March 9, 2026, 5:25 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae5a446350819080cdacd9a98f8de2`	completed	March 9, 2026, 5:27 a.m.

Created at: March 4, 2026, 7:45 p.m.