Triple

T3571572

Position	Surface form	Disambiguated ID	Type / Status
Subject	Northeastern Wisconsin	`E75581`	entity
Predicate	hasHigherEducationInstitution	`P113`	FINISHED
Object	University of Wisconsin–Oshkosh The University of Wisconsin–Oshkosh is a public university in Oshkosh, Wisconsin, known for its comprehensive undergraduate and graduate programs and role as a major regional center for higher education.	`E372783`	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 Wisconsin–Oshkosh | Statement: [Northeastern Wisconsin, hasHigherEducationInstitution, University of Wisconsin–Oshkosh]

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

Target entity: University of Wisconsin–Oshkosh
Context triple: [Northeastern Wisconsin, hasHigherEducationInstitution, University of Wisconsin–Oshkosh]

A. University of Wisconsin–Stevens Point
The University of Wisconsin–Stevens Point is a public university in Stevens Point, Wisconsin, known for its strong programs in natural resources, education, and the arts.
B. University of Wisconsin–Green Bay
The University of Wisconsin–Green Bay is a public university known for its interdisciplinary academics and scenic bayshore campus in northeastern Wisconsin.
C. University of Wisconsin–Eau Claire
The University of Wisconsin–Eau Claire is a public university known for its strong liberal arts and professional programs, undergraduate research emphasis, and scenic campus along the Chippewa River in Eau Claire, Wisconsin.
D. University of Wisconsin–Whitewater
The University of Wisconsin–Whitewater is a public university in Whitewater, Wisconsin, known for its business, education, and arts programs and as part of the University of Wisconsin System.
E. University of Wisconsin–Parkside
The University of Wisconsin–Parkside is a public four-year university in the University of Wisconsin System located between Kenosha and Racine, offering a range of undergraduate and graduate programs.
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 Wisconsin–Oshkosh
Triple: [Northeastern Wisconsin, hasHigherEducationInstitution, University of Wisconsin–Oshkosh]

Generated description

The University of Wisconsin–Oshkosh is a public university in Oshkosh, Wisconsin, known for its comprehensive undergraduate and graduate programs and role as a major regional center for higher education.

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

Target entity: University of Wisconsin–Oshkosh
Target entity description: The University of Wisconsin–Oshkosh is a public university in Oshkosh, Wisconsin, known for its comprehensive undergraduate and graduate programs and role as a major regional center for higher education.

A. University of Wisconsin–Stevens Point
The University of Wisconsin–Stevens Point is a public university in Stevens Point, Wisconsin, known for its strong programs in natural resources, education, and the arts.
B. University of Wisconsin–Green Bay
The University of Wisconsin–Green Bay is a public university known for its interdisciplinary academics and scenic bayshore campus in northeastern Wisconsin.
C. University of Wisconsin–Eau Claire
The University of Wisconsin–Eau Claire is a public university known for its strong liberal arts and professional programs, undergraduate research emphasis, and scenic campus along the Chippewa River in Eau Claire, Wisconsin.
D. University of Wisconsin–Whitewater
The University of Wisconsin–Whitewater is a public university in Whitewater, Wisconsin, known for its business, education, and arts programs and as part of the University of Wisconsin System.
E. University of Wisconsin–Parkside
The University of Wisconsin–Parkside is a public four-year university in the University of Wisconsin System located between Kenosha and Racine, offering a range of undergraduate and graduate programs.
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_69ad85d512708190829c8b2d3a2ccfb8`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc0c32624819097a96b3d62e3d8f0`	completed	March 8, 2026, 6:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b43301c2d8819089ee18732c1df29d`	completed	March 13, 2026, 3:53 p.m.
NEDg	Description generation	`batch_69b434ffe8288190b367ac19d05279aa`	completed	March 13, 2026, 4:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69b435556710819084f0e171b00a4f15`	completed	March 13, 2026, 4:03 p.m.

Created at: March 8, 2026, 3:21 p.m.