Triple

T397023

Position	Surface form	Disambiguated ID	Type / Status
Subject	Puebla	`E9204`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	Benemérita Universidad Autónoma de Puebla Benemérita Universidad Autónoma de Puebla is a major public research university in the Mexican state of Puebla, recognized for its academic tradition and regional cultural influence.	`E50742`	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: Benemérita Universidad Autónoma de Puebla | Statement: [Puebla, hasUniversity, Benemérita Universidad Autónoma de Puebla]

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

Target entity: Benemérita Universidad Autónoma de Puebla
Context triple: [Puebla, hasUniversity, Benemérita Universidad Autónoma de Puebla]

A. University of Guadalajara
The University of Guadalajara is a major public research university in Jalisco, Mexico, recognized as one of the country’s most important higher education institutions.
B. Universidad Autónoma de Nuevo León
Universidad Autónoma de Nuevo León is a major public research university in the Mexican state of Nuevo León, recognized as one of the country’s largest and most important higher education institutions.
C. Tecnológico de Monterrey
Tecnológico de Monterrey is a prestigious private university in Mexico known for its strong engineering, business, and technology programs and extensive national and international presence.
D. University of La Serena
The University of La Serena is a public Chilean higher education institution located in the city of La Serena, known for its academic programs and research in science, engineering, and the humanities.
E. Universidad Nacional Autónoma de México (main campus vicinity)
Universidad Nacional Autónoma de México’s main campus vicinity is a vast university complex in southern Mexico City renowned for its modernist architecture, extensive cultural and research facilities, and status as a UNESCO World Heritage Site.
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: Benemérita Universidad Autónoma de Puebla
Triple: [Puebla, hasUniversity, Benemérita Universidad Autónoma de Puebla]

Generated description

Benemérita Universidad Autónoma de Puebla is a major public research university in the Mexican state of Puebla, recognized for its academic tradition and regional cultural influence.

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

Target entity: Benemérita Universidad Autónoma de Puebla
Target entity description: Benemérita Universidad Autónoma de Puebla is a major public research university in the Mexican state of Puebla, recognized for its academic tradition and regional cultural influence.

A. University of Guadalajara
The University of Guadalajara is a major public research university in Jalisco, Mexico, recognized as one of the country’s most important higher education institutions.
B. Universidad Autónoma de Nuevo León
Universidad Autónoma de Nuevo León is a major public research university in the Mexican state of Nuevo León, recognized as one of the country’s largest and most important higher education institutions.
C. Tecnológico de Monterrey
Tecnológico de Monterrey is a prestigious private university in Mexico known for its strong engineering, business, and technology programs and extensive national and international presence.
D. University of La Serena
The University of La Serena is a public Chilean higher education institution located in the city of La Serena, known for its academic programs and research in science, engineering, and the humanities.
E. Universidad Nacional Autónoma de México (main campus vicinity)
Universidad Nacional Autónoma de México’s main campus vicinity is a vast university complex in southern Mexico City renowned for its modernist architecture, extensive cultural and research facilities, and status as a UNESCO World Heritage Site.
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_69a2e8004cb88190b92ed1add6abf41a`	completed	Feb. 28, 2026, 1:05 p.m.
NER	Named-entity recognition	`batch_69a2ec8a941081909a152fda0ce24a98`	completed	Feb. 28, 2026, 1:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a4103d84bc819095f95ce4ce915114`	completed	March 1, 2026, 10:09 a.m.
NEDg	Description generation	`batch_69a410a87f4c8190916688197abc1f16`	completed	March 1, 2026, 10:10 a.m.
NED2	Entity disambiguation (via description)	`batch_69a410ff91e08190959720b0315a7989`	completed	March 1, 2026, 10:12 a.m.

Created at: Feb. 28, 2026, 1:08 p.m.