Triple

T14585

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of California, Berkeley	`E290`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	School of Information The School of Information at the University of California, Berkeley is a graduate school focused on the study and design of information systems, data science, and technology’s impact on individuals and society.	`E1542`	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: School of Information | Statement: [University of California, Berkeley, hasSchool, School of Information]

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

Target entity: School of Information
Context triple: [University of California, Berkeley, hasSchool, School of Information]

A. Schwarzman College of Computing
Schwarzman College of Computing is MIT’s interdisciplinary hub for computer science, artificial intelligence, and computing-related research and education across the institute.
B. Annenberg School for Communication
The Annenberg School for Communication is a leading academic institution specializing in communication research and education, renowned for its scholarship in media, politics, and public policy.
C. College of Liberal Arts
The College of Liberal Arts at Oregon State University is an academic division offering programs in the humanities, social sciences, and fine arts that emphasize critical thinking, creativity, and cultural understanding.
D. School of Arts and Sciences
The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
E. MIT Libraries
MIT Libraries is the academic library system of the Massachusetts Institute of Technology, supporting research, teaching, and learning across science, engineering, and related fields.
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: School of Information
Triple: [University of California, Berkeley, hasSchool, School of Information]

Generated description

The School of Information at the University of California, Berkeley is a graduate school focused on the study and design of information systems, data science, and technology’s impact on individuals and society.

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

Target entity: School of Information
Target entity description: The School of Information at the University of California, Berkeley is a graduate school focused on the study and design of information systems, data science, and technology’s impact on individuals and society.

A. Schwarzman College of Computing
Schwarzman College of Computing is MIT’s interdisciplinary hub for computer science, artificial intelligence, and computing-related research and education across the institute.
B. Annenberg School for Communication
The Annenberg School for Communication is a leading academic institution specializing in communication research and education, renowned for its scholarship in media, politics, and public policy.
C. College of Liberal Arts
The College of Liberal Arts at Oregon State University is an academic division offering programs in the humanities, social sciences, and fine arts that emphasize critical thinking, creativity, and cultural understanding.
D. School of Arts and Sciences
The School of Arts and Sciences at the University of Pennsylvania is the institution’s primary liberal arts division, encompassing a wide range of humanities, social sciences, and natural sciences programs for undergraduate and graduate students.
E. MIT Libraries
MIT Libraries is the academic library system of the Massachusetts Institute of Technology, supporting research, teaching, and learning across science, engineering, and related fields.
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_69a23d7ad88c8190bffe8ab091d86642`	completed	Feb. 28, 2026, 12:57 a.m.
NER	Named-entity recognition	`batch_69a240014418819090625e2fb774a2e6`	completed	Feb. 28, 2026, 1:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a248e572f08190b52158e063a066bf`	completed	Feb. 28, 2026, 1:46 a.m.
NEDg	Description generation	`batch_69a2497d04248190a0a9037f79a932ef`	completed	Feb. 28, 2026, 1:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69a249dbe1108190a2a844ba4e570fea`	completed	Feb. 28, 2026, 1:50 a.m.

Created at: Feb. 28, 2026, 1:02 a.m.