Triple

T8220269

Position	Surface form	Disambiguated ID	Type / Status
Subject	Grand Valley State University	`E192039`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Padnos College of Engineering and Computing Padnos College of Engineering and Computing is the engineering and computing college of Grand Valley State University, offering undergraduate and graduate programs in fields such as engineering, computer science, and information systems.	`E719140`	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: Padnos College of Engineering and Computing | Statement: [Grand Valley State University, hasCollege, Padnos College of Engineering and Computing]

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

Target entity: Padnos College of Engineering and Computing
Context triple: [Grand Valley State University, hasCollege, Padnos College of Engineering and Computing]

A. Gallogly College of Engineering
Gallogly College of Engineering is the University of Oklahoma’s engineering school, offering a range of undergraduate and graduate programs in engineering and related fields.
B. Pasadena City College
Pasadena City College is a public community college in Pasadena, California, known for its strong transfer programs and notable alumni in fields such as film, arts, and sciences.
C. Pasadena Junior College
Pasadena Junior College was a public two-year college in Pasadena, California, known for its strong athletic programs and as an early alma mater of Jackie Robinson before he transferred to UCLA.
D. California State Polytechnic University, Pomona
California State Polytechnic University, Pomona is a public polytechnic university in Pomona, California, known for its hands-on, learn-by-doing approach and strong programs in engineering, architecture, and agriculture.
E. Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
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: Padnos College of Engineering and Computing
Triple: [Grand Valley State University, hasCollege, Padnos College of Engineering and Computing]

Generated description

Padnos College of Engineering and Computing is the engineering and computing college of Grand Valley State University, offering undergraduate and graduate programs in fields such as engineering, computer science, and information systems.

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

Target entity: Padnos College of Engineering and Computing
Target entity description: Padnos College of Engineering and Computing is the engineering and computing college of Grand Valley State University, offering undergraduate and graduate programs in fields such as engineering, computer science, and information systems.

A. Gallogly College of Engineering
Gallogly College of Engineering is the University of Oklahoma’s engineering school, offering a range of undergraduate and graduate programs in engineering and related fields.
B. Pasadena City College
Pasadena City College is a public community college in Pasadena, California, known for its strong transfer programs and notable alumni in fields such as film, arts, and sciences.
C. Pasadena Junior College
Pasadena Junior College was a public two-year college in Pasadena, California, known for its strong athletic programs and as an early alma mater of Jackie Robinson before he transferred to UCLA.
D. California State Polytechnic University, Pomona
California State Polytechnic University, Pomona is a public polytechnic university in Pomona, California, known for its hands-on, learn-by-doing approach and strong programs in engineering, architecture, and agriculture.
E. Swinburne Technical College
Swinburne Technical College was an Australian vocational and technical education institution in Melbourne that later became part of Swinburne University of Technology.
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_69ca82c9a8ac81908b011c38698456e4`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb77c782a8819086019ab6bac05749`	completed	March 31, 2026, 7:29 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ccee01ed9c819086bfc35e89f7bad8`	completed	April 1, 2026, 10:05 a.m.
NEDg	Description generation	`batch_69ccf1bbbd2481908400436e05911326`	completed	April 1, 2026, 10:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69cd05eaba1c81908510a20b1ca93821`	completed	April 1, 2026, 11:47 a.m.

Created at: March 30, 2026, 5:45 p.m.