Triple

T14581

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of California, Berkeley	`E290`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	College of Natural Resources The College of Natural Resources is UC Berkeley’s environmental and life sciences college, focusing on ecology, conservation, sustainable resource management, and related social and biological sciences.	`E2609`	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: College of Natural Resources | Statement: [University of California, Berkeley, hasCollege, College of Natural Resources]

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

Target entity: College of Natural Resources
Context triple: [University of California, Berkeley, hasCollege, College of Natural Resources]

A. College of Agricultural Sciences
The College of Agricultural Sciences is a major academic and research unit at Oregon State University focused on agriculture, food systems, natural resources, and environmental sustainability.
B. Faculty of Forest Sciences and Forest Ecology
The Faculty of Forest Sciences and Forest Ecology is an academic division of the University of Göttingen specializing in forestry, ecosystem research, and sustainable management of forest resources.
C. College of Letters and Science
The College of Letters and Science is UC Berkeley’s largest and most academically diverse college, encompassing a wide range of liberal arts, natural sciences, and social science disciplines.
D. College of Earth, Ocean, and Atmospheric Sciences
The College of Earth, Ocean, and Atmospheric Sciences is a leading academic and research institution specializing in the study of the Earth system, including geology, oceanography, climate, and atmospheric sciences.
E. College of Science
The College of Science at Oregon State University is an academic division focused on education and research in the natural, physical, and mathematical sciences.
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: College of Natural Resources
Triple: [University of California, Berkeley, hasCollege, College of Natural Resources]

Generated description

The College of Natural Resources is UC Berkeley’s environmental and life sciences college, focusing on ecology, conservation, sustainable resource management, and related social and biological sciences.

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

Target entity: College of Natural Resources
Target entity description: The College of Natural Resources is UC Berkeley’s environmental and life sciences college, focusing on ecology, conservation, sustainable resource management, and related social and biological sciences.

A. College of Agricultural Sciences
The College of Agricultural Sciences is a major academic and research unit at Oregon State University focused on agriculture, food systems, natural resources, and environmental sustainability.
B. Faculty of Forest Sciences and Forest Ecology
The Faculty of Forest Sciences and Forest Ecology is an academic division of the University of Göttingen specializing in forestry, ecosystem research, and sustainable management of forest resources.
C. College of Letters and Science
The College of Letters and Science is UC Berkeley’s largest and most academically diverse college, encompassing a wide range of liberal arts, natural sciences, and social science disciplines.
D. College of Earth, Ocean, and Atmospheric Sciences
The College of Earth, Ocean, and Atmospheric Sciences is a leading academic and research institution specializing in the study of the Earth system, including geology, oceanography, climate, and atmospheric sciences.
E. College of Science
The College of Science at Oregon State University is an academic division focused on education and research in the natural, physical, and mathematical sciences.
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_69a24e54be7481909db32fd9b1e90cca`	completed	Feb. 28, 2026, 2:09 a.m.
NEDg	Description generation	`batch_69a250b2bf24819096fec87d1eb25454`	completed	Feb. 28, 2026, 2:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2514627f081909a032877d07b30bf`	completed	Feb. 28, 2026, 2:21 a.m.

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