Triple

T4858863

Position	Surface form	Disambiguated ID	Type / Status
Subject	Texarkana, Arkansas	`E108604`	entity
Predicate	hasPublicUniversityCampus	`P783`	FINISHED
Object	University of Arkansas Hope-Texarkana The University of Arkansas Hope-Texarkana is a public two-year institution within the University of Arkansas System that provides community college education and workforce training to students in the Hope and Texarkana regions.	`E474762`	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 Arkansas Hope-Texarkana | Statement: [Texarkana, Arkansas, hasPublicUniversityCampus, University of Arkansas Hope-Texarkana]

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

Target entity: University of Arkansas Hope-Texarkana
Context triple: [Texarkana, Arkansas, hasPublicUniversityCampus, University of Arkansas Hope-Texarkana]

A. University of Central Arkansas
The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
B. Texas A&M University–Texarkana
Texas A&M University–Texarkana is a regional public university in Texarkana, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
C. University of Arkansas
The University of Arkansas is a major public research university in Fayetteville, Arkansas, known for its strong athletics programs, particularly the Razorbacks, and its role as the flagship campus of the University of Arkansas System.
D. Arkansas Tech University
Arkansas Tech University is a public university in Russellville, Arkansas, known for its comprehensive undergraduate and graduate programs and regional focus on applied sciences, education, and professional studies.
E. University of Arkansas System
The University of Arkansas System is a statewide public university system that oversees multiple campuses and educational institutions across Arkansas.
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 Arkansas Hope-Texarkana
Triple: [Texarkana, Arkansas, hasPublicUniversityCampus, University of Arkansas Hope-Texarkana]

Generated description

The University of Arkansas Hope-Texarkana is a public two-year institution within the University of Arkansas System that provides community college education and workforce training to students in the Hope and Texarkana regions.

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

Target entity: University of Arkansas Hope-Texarkana
Target entity description: The University of Arkansas Hope-Texarkana is a public two-year institution within the University of Arkansas System that provides community college education and workforce training to students in the Hope and Texarkana regions.

A. University of Central Arkansas
The University of Central Arkansas is a public university in Conway, Arkansas, known in part for being the alma mater of Basketball Hall of Famer Scottie Pippen.
B. Texas A&M University–Texarkana
Texas A&M University–Texarkana is a regional public university in Texarkana, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
C. University of Arkansas
The University of Arkansas is a major public research university in Fayetteville, Arkansas, known for its strong athletics programs, particularly the Razorbacks, and its role as the flagship campus of the University of Arkansas System.
D. Arkansas Tech University
Arkansas Tech University is a public university in Russellville, Arkansas, known for its comprehensive undergraduate and graduate programs and regional focus on applied sciences, education, and professional studies.
E. University of Arkansas System
The University of Arkansas System is a statewide public university system that oversees multiple campuses and educational institutions across Arkansas.
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_69bd440b965081908b0557721cae6338`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd6d5b2f008190a5fd11d3aec165fb`	completed	March 20, 2026, 3:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be5cf05d7c8190ac6e1b9e93b5256f`	completed	March 21, 2026, 8:55 a.m.
NEDg	Description generation	`batch_69be5f98d4d481908eedf03569d38642`	completed	March 21, 2026, 9:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69be6044d31081908384ed9da8c6b707`	completed	March 21, 2026, 9:09 a.m.

Created at: March 20, 2026, 1:26 p.m.