Triple

T1693160

Position	Surface form	Disambiguated ID	Type / Status
Subject	Seidman College of Business	`E36594`	entity
Predicate	partOf	`P40`	FINISHED
Object	Grand Valley State University Grand Valley State University is a public university in Allendale, Michigan, known for its comprehensive undergraduate and graduate programs and multiple specialized colleges serving West Michigan and beyond.	`E192039`	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: Grand Valley State University | Statement: [Seidman College of Business, partOf, Grand Valley State University]

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

Target entity: Grand Valley State University
Context triple: [Seidman College of Business, partOf, Grand Valley State University]

A. Grand Valley State University (downtown campus)
Grand Valley State University’s downtown campus is an urban extension of the university located in the heart of Grand Rapids, Michigan, housing many of its professional, business, and health-related programs.
B. University of Michigan–Flint
The University of Michigan–Flint is a regional public university and satellite campus of the University of Michigan system, offering a range of undergraduate and graduate programs in Flint, Michigan.
C. Eastern Michigan University
Eastern Michigan University is a public university in Ypsilanti, Michigan, known for its diverse academic programs and strong emphasis on education, business, and health-related fields.
D. Oakland University
Oakland University is a public research university located in Rochester, Michigan, known for its diverse academic programs and strong emphasis on research and community engagement.
E. University of Michigan–Dearborn
The University of Michigan–Dearborn is a regional public university and campus of the University of Michigan system known for its strong engineering, business, and liberal arts programs serving the Detroit metropolitan area.
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: Grand Valley State University
Triple: [Seidman College of Business, partOf, Grand Valley State University]

Generated description

Grand Valley State University is a public university in Allendale, Michigan, known for its comprehensive undergraduate and graduate programs and multiple specialized colleges serving West Michigan and beyond.

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

Target entity: Grand Valley State University
Target entity description: Grand Valley State University is a public university in Allendale, Michigan, known for its comprehensive undergraduate and graduate programs and multiple specialized colleges serving West Michigan and beyond.

A. Grand Valley State University (downtown campus)
Grand Valley State University’s downtown campus is an urban extension of the university located in the heart of Grand Rapids, Michigan, housing many of its professional, business, and health-related programs.
B. University of Michigan–Flint
The University of Michigan–Flint is a regional public university and satellite campus of the University of Michigan system, offering a range of undergraduate and graduate programs in Flint, Michigan.
C. Eastern Michigan University
Eastern Michigan University is a public university in Ypsilanti, Michigan, known for its diverse academic programs and strong emphasis on education, business, and health-related fields.
D. Oakland University
Oakland University is a public research university located in Rochester, Michigan, known for its diverse academic programs and strong emphasis on research and community engagement.
E. University of Michigan–Dearborn
The University of Michigan–Dearborn is a regional public university and campus of the University of Michigan system known for its strong engineering, business, and liberal arts programs serving the Detroit metropolitan area.
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_69a886151508819084fa7f1ce6e05577`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa62b228988190a7d19003ddf10ce5`	completed	March 6, 2026, 5:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad7996a39481909152a6a799659c93`	completed	March 8, 2026, 1:28 p.m.
NEDg	Description generation	`batch_69ad7bd602e4819093768853da8f506c`	completed	March 8, 2026, 1:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad8200103c81908e0b3d134b291409`	completed	March 8, 2026, 2:04 p.m.

Created at: March 4, 2026, 7:29 p.m.