Triple

T19741555

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kay County	`E474133`	entity
Predicate	hasHigherEducationInstitution	`P113`	FINISHED
Object	Northern Oklahoma College (Tonkawa campus) Northern Oklahoma College (Tonkawa campus) is a public community college campus in Tonkawa, Oklahoma, offering two-year degree and certificate programs to students in north-central Oklahoma.	`E1009217`	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: Northern Oklahoma College (Tonkawa campus) | Statement: [Kay County, hasHigherEducationInstitution, Northern Oklahoma College (Tonkawa campus)]

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

Target entity: Northern Oklahoma College (Tonkawa campus)
Context triple: [Kay County, hasHigherEducationInstitution, Northern Oklahoma College (Tonkawa campus)]

A. Northern Oklahoma College–Stillwater
Northern Oklahoma College–Stillwater is a public community college campus in Stillwater, Oklahoma, offering associate degrees and transfer programs in partnership with Oklahoma State University.
B. Northeastern Oklahoma A&M College
Northeastern Oklahoma A&M College is a public two-year community college in Miami, Oklahoma, known for its academic transfer programs, technical education, and strong athletics, particularly in football.
C. University of Central Oklahoma
The University of Central Oklahoma is a public university known for its diverse academic programs and role as a major educational institution in the Oklahoma City metropolitan area.
D. 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.
E. 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.
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: Northern Oklahoma College (Tonkawa campus)
Triple: [Kay County, hasHigherEducationInstitution, Northern Oklahoma College (Tonkawa campus)]

Generated description

Northern Oklahoma College (Tonkawa campus) is a public community college campus in Tonkawa, Oklahoma, offering two-year degree and certificate programs to students in north-central Oklahoma.

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

Target entity: Northern Oklahoma College (Tonkawa campus)
Target entity description: Northern Oklahoma College (Tonkawa campus) is a public community college campus in Tonkawa, Oklahoma, offering two-year degree and certificate programs to students in north-central Oklahoma.

A. Northern Oklahoma College–Stillwater chosen
Northern Oklahoma College–Stillwater is a public community college campus in Stillwater, Oklahoma, offering associate degrees and transfer programs in partnership with Oklahoma State University.
B. Northeastern Oklahoma A&M College
Northeastern Oklahoma A&M College is a public two-year community college in Miami, Oklahoma, known for its academic transfer programs, technical education, and strong athletics, particularly in football.
C. University of Central Oklahoma
The University of Central Oklahoma is a public university known for its diverse academic programs and role as a major educational institution in the Oklahoma City metropolitan area.
D. 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.
E. 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.
F. None of above.

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_69d8e517ebd48190979ee76723bcfadf`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e65162382081909bd5a251d7da7f75`	completed	April 20, 2026, 4:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07b4fd89488190a1d3b7e43f37e46f`	completed	May 16, 2026, 12:06 a.m.
NEDg	Description generation	`batch_6a07b5a83f708190a317715bc650491b`	completed	May 16, 2026, 12:09 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07b67964b481909af269c6b5db6527`	completed	May 16, 2026, 12:12 a.m.

Created at: April 10, 2026, 1:47 p.m.