Triple

T12423164

Position	Surface form	Disambiguated ID	Type / Status
Subject	Council of Public Liberal Arts Colleges	`E296826`	entity
Predicate	hasMember	`P10`	FINISHED
Object	University of Science and Arts of Oklahoma The University of Science and Arts of Oklahoma is a small public liberal arts university in Chickasha, Oklahoma, known for its interdisciplinary curriculum and emphasis on undergraduate education.	`E981555`	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 Science and Arts of Oklahoma | Statement: [Council of Public Liberal Arts Colleges, hasMember, University of Science and Arts of Oklahoma]

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

Target entity: University of Science and Arts of Oklahoma
Context triple: [Council of Public Liberal Arts Colleges, hasMember, University of Science and Arts of Oklahoma]

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. 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.
C. University of Oklahoma
The University of Oklahoma is a major public research university in Norman, Oklahoma, known for its strong academic programs, athletics, and contributions to fields such as meteorology and engineering.
D. 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.
E. University of Tulsa
The University of Tulsa is a private research university in Tulsa, Oklahoma, known for its strong programs in petroleum engineering, law, and the arts and sciences.
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 Science and Arts of Oklahoma
Triple: [Council of Public Liberal Arts Colleges, hasMember, University of Science and Arts of Oklahoma]

Generated description

The University of Science and Arts of Oklahoma is a small public liberal arts university in Chickasha, Oklahoma, known for its interdisciplinary curriculum and emphasis on undergraduate education.

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

Target entity: University of Science and Arts of Oklahoma
Target entity description: The University of Science and Arts of Oklahoma is a small public liberal arts university in Chickasha, Oklahoma, known for its interdisciplinary curriculum and emphasis on undergraduate education.

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. 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.
C. University of Oklahoma
The University of Oklahoma is a major public research university in Norman, Oklahoma, known for its strong academic programs, athletics, and contributions to fields such as meteorology and engineering.
D. 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.
E. University of Tulsa
The University of Tulsa is a private research university in Tulsa, Oklahoma, known for its strong programs in petroleum engineering, law, and the arts and sciences.
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_69d6ada0640c81908c061d7fb3d47786`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94d702b1481909db5f5bed6292ce0`	completed	April 10, 2026, 7:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6349552fc81909fe73dea082e3a25`	completed	May 2, 2026, 5:29 p.m.
NEDg	Description generation	`batch_69f6356c21908190b34d1324da8f8052`	completed	May 2, 2026, 5:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69f63697d5b8819094728df472eb1914`	completed	May 2, 2026, 5:38 p.m.

Created at: April 8, 2026, 9:55 p.m.