Triple

T22390

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of California	`E444`	entity
Predicate	campus	`P269`	FINISHED
Object	University of California, Merced The University of California, Merced is a public research university in California’s San Joaquin Valley known for being the newest campus in the UC system and for its focus on sustainability and serving diverse, first-generation students.	`E30302`	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: University of California, Merced | Statement: [University of California, campus, University of California, Merced]

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

Target entity: University of California, Merced
Context triple: [University of California, campus, University of California, Merced]

A. University of California, Santa Cruz
The University of California, Santa Cruz is a public research university known for its distinctive forested campus overlooking the Monterey Bay and its strengths in fields such as astrophysics, marine sciences, and computer science.
B. University of California, Riverside
The University of California, Riverside is a public research university in Riverside, California, known for its diverse student body and strong programs in the sciences, engineering, and the humanities.
C. University of California, Santa Barbara
The University of California, Santa Barbara is a public research university known for its strong academic programs, coastal campus, and vibrant student life.
D. University of California, Irvine
The University of California, Irvine is a public research university in Southern California known for its strong science and engineering programs, vibrant campus life, and status as a leading institution in the UC system.
E. San Jose State University
San Jose State University is a large public university in downtown San Jose known for its strong engineering, business, and professional programs and its role as a major feeder school for Silicon Valley.
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: University of California, Merced
Triple: [University of California, campus, University of California, Merced]

Generated description

The University of California, Merced is a public research university in California’s San Joaquin Valley known for being the newest campus in the UC system and for its focus on sustainability and serving diverse, first-generation students.

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

Target entity: University of California, Merced
Target entity description: The University of California, Merced is a public research university in California’s San Joaquin Valley known for being the newest campus in the UC system and for its focus on sustainability and serving diverse, first-generation students.

A. University of California, Santa Cruz
The University of California, Santa Cruz is a public research university known for its distinctive forested campus overlooking the Monterey Bay and its strengths in fields such as astrophysics, marine sciences, and computer science.
B. University of California, Riverside
The University of California, Riverside is a public research university in Riverside, California, known for its diverse student body and strong programs in the sciences, engineering, and the humanities.
C. University of California, Santa Barbara
The University of California, Santa Barbara is a public research university known for its strong academic programs, coastal campus, and vibrant student life.
D. University of California, Irvine
The University of California, Irvine is a public research university in Southern California known for its strong science and engineering programs, vibrant campus life, and status as a leading institution in the UC system.
E. San Jose State University
San Jose State University is a large public university in downtown San Jose known for its strong engineering, business, and professional programs and its role as a major feeder school for Silicon Valley.
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_69a243b4ac2c8190b93c303df797b7b2`	completed	Feb. 28, 2026, 1:24 a.m.
NER	Named-entity recognition	`batch_69a2466ab310819091842a0ea9fd25de`	completed	Feb. 28, 2026, 1:35 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a364724e588190b8b33bdb5d836e50`	completed	Feb. 28, 2026, 9:56 p.m.
NEDg	Description generation	`batch_69a365b9b46c8190b0cd111c560a9008`	completed	Feb. 28, 2026, 10:01 p.m.
NED2	Entity disambiguation (via description)	`batch_69a36678d99c8190886a473789c490fa`	completed	Feb. 28, 2026, 10:04 p.m.

Created at: Feb. 28, 2026, 1:34 a.m.