Triple

T9873963

Position	Surface form	Disambiguated ID	Type / Status
Subject	Markwayne Mullin	`E240026`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Oklahoma State University Institute of Technology Oklahoma State University Institute of Technology is a public applied technology and technical education institution in Okmulgee, Oklahoma, known for its hands-on, career-focused programs and industry partnerships.	`E826655`	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: Oklahoma State University Institute of Technology | Statement: [Markwayne Mullin, educatedAt, Oklahoma State University Institute of Technology]

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

Target entity: Oklahoma State University Institute of Technology
Context triple: [Markwayne Mullin, educatedAt, Oklahoma State University Institute of Technology]

A. Oklahoma City University
Oklahoma City University is a private university in Oklahoma City known for its strong performing arts programs and notable alumni such as Broadway and television star Kristin Chenoweth.
B. Western Oklahoma State College
Western Oklahoma State College is a public community college in Altus, Oklahoma, offering associate degrees and certificate programs to serve southwestern Oklahoma and surrounding areas.
C. Southeastern Oklahoma State University
Southeastern Oklahoma State University is a public university in Durant, Oklahoma, known in part for its basketball program that produced NBA star Dennis Rodman.
D. Southwestern Indian Polytechnic Institute
Southwestern Indian Polytechnic Institute is a federally operated community college in Albuquerque, New Mexico, that provides technical and vocational education primarily to Native American students.
E. Tulsa Community College
Tulsa Community College is a public two-year college in Tulsa, Oklahoma, offering associate degrees, certificates, and workforce training across multiple campuses.
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: Oklahoma State University Institute of Technology
Triple: [Markwayne Mullin, educatedAt, Oklahoma State University Institute of Technology]

Generated description

Oklahoma State University Institute of Technology is a public applied technology and technical education institution in Okmulgee, Oklahoma, known for its hands-on, career-focused programs and industry partnerships.

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

Target entity: Oklahoma State University Institute of Technology
Target entity description: Oklahoma State University Institute of Technology is a public applied technology and technical education institution in Okmulgee, Oklahoma, known for its hands-on, career-focused programs and industry partnerships.

A. Oklahoma City University
Oklahoma City University is a private university in Oklahoma City known for its strong performing arts programs and notable alumni such as Broadway and television star Kristin Chenoweth.
B. Western Oklahoma State College
Western Oklahoma State College is a public community college in Altus, Oklahoma, offering associate degrees and certificate programs to serve southwestern Oklahoma and surrounding areas.
C. Southeastern Oklahoma State University
Southeastern Oklahoma State University is a public university in Durant, Oklahoma, known in part for its basketball program that produced NBA star Dennis Rodman.
D. Southwestern Indian Polytechnic Institute
Southwestern Indian Polytechnic Institute is a federally operated community college in Albuquerque, New Mexico, that provides technical and vocational education primarily to Native American students.
E. Tulsa Community College
Tulsa Community College is a public two-year college in Tulsa, Oklahoma, offering associate degrees, certificates, and workforce training across multiple campuses.
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_69ca84e8a0788190b9061811d50fd554`	completed	March 30, 2026, 2:12 p.m.
NER	Named-entity recognition	`batch_69cdb3f89fa081908b58956902c193cf`	completed	April 2, 2026, 12:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d1e47515788190b6644021e187e771`	completed	April 5, 2026, 4:26 a.m.
NEDg	Description generation	`batch_69d1e57366748190bf617374264d1873`	completed	April 5, 2026, 4:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69d1e5ed9818819095119c3478f97419`	completed	April 5, 2026, 4:32 a.m.

Created at: March 30, 2026, 8:37 p.m.