Triple

T17861095

Position	Surface form	Disambiguated ID	Type / Status
Subject	Searcy, Arkansas	`E446072`	entity
Predicate	hasCollege	`P113`	FINISHED
Object	Arkansas State University–Beebe Searcy campus Arkansas State University–Beebe Searcy campus is a public two-year institution in Searcy, Arkansas, offering associate degrees, technical programs, and transfer pathways within the Arkansas State University System.	`E1296586`	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: Arkansas State University–Beebe Searcy campus | Statement: [Searcy, Arkansas, hasCollege, Arkansas State University–Beebe Searcy campus]

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

Target entity: Arkansas State University–Beebe Searcy campus
Context triple: [Searcy, Arkansas, hasCollege, Arkansas State University–Beebe Searcy campus]

A. Arkansas State University System
The Arkansas State University System is a network of public higher education institutions in Arkansas overseen by a central governing body that coordinates academics, administration, and resources across its member campuses.
B. Arkansas State University
Arkansas State University is a public research university in Jonesboro, Arkansas, known for its Red Wolves athletic programs and comprehensive undergraduate and graduate offerings.
C. 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.
D. Arkansas State Normal School
Arkansas State Normal School was the original teacher-training institution that later evolved into the University of Central Arkansas.
E. 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.
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: Arkansas State University–Beebe Searcy campus
Triple: [Searcy, Arkansas, hasCollege, Arkansas State University–Beebe Searcy campus]

Generated description

Arkansas State University–Beebe Searcy campus is a public two-year institution in Searcy, Arkansas, offering associate degrees, technical programs, and transfer pathways within the Arkansas State University System.

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

Target entity: Arkansas State University–Beebe Searcy campus
Target entity description: Arkansas State University–Beebe Searcy campus is a public two-year institution in Searcy, Arkansas, offering associate degrees, technical programs, and transfer pathways within the Arkansas State University System.

A. Arkansas State University System
The Arkansas State University System is a network of public higher education institutions in Arkansas overseen by a central governing body that coordinates academics, administration, and resources across its member campuses.
B. Arkansas State University
Arkansas State University is a public research university in Jonesboro, Arkansas, known for its Red Wolves athletic programs and comprehensive undergraduate and graduate offerings.
C. 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.
D. Arkansas State Normal School
Arkansas State Normal School was the original teacher-training institution that later evolved into the University of Central Arkansas.
E. 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.
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_69d8b9f26f18819089c9e43250bee6ae`	completed	April 10, 2026, 8:50 a.m.
NER	Named-entity recognition	`batch_69e4979013dc8190beb7718f0ba92bc3`	completed	April 19, 2026, 8:51 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0321213c98819082ca30a67eece19e`	completed	May 12, 2026, 12:46 p.m.
NEDg	Description generation	`batch_6a032250fe1c81909fdca0f670ca7e2d`	completed	May 12, 2026, 12:51 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0322b2aa7c8190a8fbd21403a59c3b`	completed	May 12, 2026, 12:53 p.m.

Created at: April 10, 2026, 10:17 a.m.