Triple

T2587074

Position	Surface form	Disambiguated ID	Type / Status
Subject	Edinburg, Texas	`E58029`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	University of Texas Rio Grande Valley The University of Texas Rio Grande Valley is a public research university in South Texas that serves the Rio Grande Valley region with multiple campuses and a focus on bilingual, bicultural, and borderland studies.	`E280775`	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 Texas Rio Grande Valley | Statement: [Edinburg, Texas, hasUniversity, University of Texas Rio Grande Valley]

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

Target entity: University of Texas Rio Grande Valley
Context triple: [Edinburg, Texas, hasUniversity, University of Texas Rio Grande Valley]

A. University of Texas at El Paso
The University of Texas at El Paso is a public research university known for serving a predominantly Hispanic student population and for its distinctive Bhutanese-inspired campus architecture.
B. Texas A&M University–Corpus Christi
Texas A&M University–Corpus Christi is a public research university located on its own island campus in Corpus Christi, Texas, known for coastal and marine studies within the Texas A&M University System.
C. Texas A&M University–San Antonio
Texas A&M University–San Antonio is a public university in San Antonio, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
D. University of Texas at Arlington
The University of Texas at Arlington is a large public research university located in Arlington, Texas, known for its diverse student body and strong engineering, business, and nursing programs.
E. Texas A&M International University
Texas A&M International University is a public university in Laredo, Texas, known for its focus on international education and cross-border studies, particularly related to the U.S.–Mexico region.
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 Texas Rio Grande Valley
Triple: [Edinburg, Texas, hasUniversity, University of Texas Rio Grande Valley]

Generated description

The University of Texas Rio Grande Valley is a public research university in South Texas that serves the Rio Grande Valley region with multiple campuses and a focus on bilingual, bicultural, and borderland studies.

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

Target entity: University of Texas Rio Grande Valley
Target entity description: The University of Texas Rio Grande Valley is a public research university in South Texas that serves the Rio Grande Valley region with multiple campuses and a focus on bilingual, bicultural, and borderland studies.

A. University of Texas at El Paso
The University of Texas at El Paso is a public research university known for serving a predominantly Hispanic student population and for its distinctive Bhutanese-inspired campus architecture.
B. Texas A&M University–Corpus Christi
Texas A&M University–Corpus Christi is a public research university located on its own island campus in Corpus Christi, Texas, known for coastal and marine studies within the Texas A&M University System.
C. Texas A&M University–San Antonio
Texas A&M University–San Antonio is a public university in San Antonio, Texas, offering undergraduate and graduate programs as part of the Texas A&M University System.
D. University of Texas at Arlington
The University of Texas at Arlington is a large public research university located in Arlington, Texas, known for its diverse student body and strong engineering, business, and nursing programs.
E. Texas A&M International University
Texas A&M International University is a public university in Laredo, Texas, known for its focus on international education and cross-border studies, particularly related to the U.S.–Mexico region.
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_69ab4ac019c8819094add11c46706e32`	completed	March 6, 2026, 9:44 p.m.
NER	Named-entity recognition	`batch_69abd3f8a3888190889c537e6df07305`	completed	March 7, 2026, 7:30 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af83ba83c48190bf65ff666830c758`	completed	March 10, 2026, 2:36 a.m.
NEDg	Description generation	`batch_69af8434f61c81909bffb3f06acb733b`	completed	March 10, 2026, 2:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69af84b260b881909bbd3d2825f9dea7`	completed	March 10, 2026, 2:40 a.m.

Created at: March 6, 2026, 9:49 p.m.