Triple

T10795892

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tuxtla Gutiérrez	`E254704`	entity
Predicate	hasHigherEducationInstitution	`P113`	FINISHED
Object	Universidad de Ciencias y Artes de Chiapas The Universidad de Ciencias y Artes de Chiapas is a public university in the Mexican state of Chiapas known for its programs in the arts, humanities, and sciences.	`E889088`	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: Universidad de Ciencias y Artes de Chiapas | Statement: [Tuxtla Gutiérrez, hasHigherEducationInstitution, Universidad de Ciencias y Artes de Chiapas]

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

Target entity: Universidad de Ciencias y Artes de Chiapas
Context triple: [Tuxtla Gutiérrez, hasHigherEducationInstitution, Universidad de Ciencias y Artes de Chiapas]

A. Universidad Intercultural de Chiapas campus
The Universidad Intercultural de Chiapas campus is a higher-education institution in Chiapas, Mexico, focused on intercultural and bilingual education that serves primarily Indigenous and local communities.
B. Universidad Autónoma de Chihuahua
The Universidad Autónoma de Chihuahua is a major public higher education institution in northern Mexico, recognized for its academic programs, research, and cultural influence in the state of Chihuahua.
C. Universidad Autónoma del Estado de Morelos
The Universidad Autónoma del Estado de Morelos is a public higher education institution and major research university in the Mexican state of Morelos.
D. Autonomous University of Yucatán
The Autonomous University of Yucatán is a major public higher education institution in Mexico’s Yucatán Peninsula, known for its academic programs, research, and cultural influence in the region.
E. Universidad de Colima
The Universidad de Colima is a public Mexican university based in the state of Colima, recognized for its academic programs and research, including geophysical and volcanic monitoring activities.
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: Universidad de Ciencias y Artes de Chiapas
Triple: [Tuxtla Gutiérrez, hasHigherEducationInstitution, Universidad de Ciencias y Artes de Chiapas]

Generated description

The Universidad de Ciencias y Artes de Chiapas is a public university in the Mexican state of Chiapas known for its programs in the arts, humanities, and sciences.

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

Target entity: Universidad de Ciencias y Artes de Chiapas
Target entity description: The Universidad de Ciencias y Artes de Chiapas is a public university in the Mexican state of Chiapas known for its programs in the arts, humanities, and sciences.

A. Universidad Intercultural de Chiapas campus
The Universidad Intercultural de Chiapas campus is a higher-education institution in Chiapas, Mexico, focused on intercultural and bilingual education that serves primarily Indigenous and local communities.
B. Universidad Autónoma de Chihuahua
The Universidad Autónoma de Chihuahua is a major public higher education institution in northern Mexico, recognized for its academic programs, research, and cultural influence in the state of Chihuahua.
C. Universidad Autónoma del Estado de Morelos
The Universidad Autónoma del Estado de Morelos is a public higher education institution and major research university in the Mexican state of Morelos.
D. Autonomous University of Yucatán
The Autonomous University of Yucatán is a major public higher education institution in Mexico’s Yucatán Peninsula, known for its academic programs, research, and cultural influence in the region.
E. Universidad de Colima
The Universidad de Colima is a public Mexican university based in the state of Colima, recognized for its academic programs and research, including geophysical and volcanic monitoring activities.
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_69d6aa61c15c8190a1839550c56e75e1`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d73332dbfc8190904434846957b618`	completed	April 9, 2026, 5:03 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69deb0d849888190be46616ecc97c2b1`	completed	April 14, 2026, 9:25 p.m.
NEDg	Description generation	`batch_69dec2534728819095b3693120772da9`	completed	April 14, 2026, 10:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69dec79b1b548190a74312284f98551c`	completed	April 14, 2026, 11:02 p.m.

Created at: April 8, 2026, 9:17 p.m.