Triple

T15917948

Position	Surface form	Disambiguated ID	Type / Status
Subject	Municipality of Querétaro	`E386016`	entity
Predicate	borders	`P224`	FINISHED
Object	Municipality of Apaseo el Grande (Guanajuato) The Municipality of Apaseo el Grande is an administrative region in the state of Guanajuato, Mexico, known for its industrial activity and proximity to the Querétaro metropolitan area.	`E1182394`	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: Municipality of Apaseo el Grande (Guanajuato) | Statement: [Municipality of Querétaro, borders, Municipality of Apaseo el Grande (Guanajuato)]

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

Target entity: Municipality of Apaseo el Grande (Guanajuato)
Context triple: [Municipality of Querétaro, borders, Municipality of Apaseo el Grande (Guanajuato)]

A. Zapotlán el Grande Municipality
Zapotlán el Grande Municipality is an administrative region in the state of Jalisco, Mexico, centered around the city of Ciudad Guzmán and known for its agricultural production and cultural heritage.
B. Municipality of Apodaca
The Municipality of Apodaca is an industrial and residential municipality in the Monterrey metropolitan area of the Mexican state of Nuevo León.
C. Municipality of Ramos Arizpe
The Municipality of Ramos Arizpe is a local governmental jurisdiction in the Mexican state of Coahuila, centered on the industrial city of Ramos Arizpe and encompassing its surrounding communities and rural areas.
D. municipality of Aguascalientes
The municipality of Aguascalientes is an administrative division in central Mexico that includes the city of Aguascalientes, a major regional center known for its industry, culture, and annual San Marcos Fair.
E. Municipality of Morelia
The Municipality of Morelia is an administrative division in the Mexican state of Michoacán that encompasses the city of Morelia and its surrounding communities, overseeing local governance and public services.
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: Municipality of Apaseo el Grande (Guanajuato)
Triple: [Municipality of Querétaro, borders, Municipality of Apaseo el Grande (Guanajuato)]

Generated description

The Municipality of Apaseo el Grande is an administrative region in the state of Guanajuato, Mexico, known for its industrial activity and proximity to the Querétaro metropolitan area.

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

Target entity: Municipality of Apaseo el Grande (Guanajuato)
Target entity description: The Municipality of Apaseo el Grande is an administrative region in the state of Guanajuato, Mexico, known for its industrial activity and proximity to the Querétaro metropolitan area.

A. Zapotlán el Grande Municipality
Zapotlán el Grande Municipality is an administrative region in the state of Jalisco, Mexico, centered around the city of Ciudad Guzmán and known for its agricultural production and cultural heritage.
B. Municipality of Apodaca
The Municipality of Apodaca is an industrial and residential municipality in the Monterrey metropolitan area of the Mexican state of Nuevo León.
C. Municipality of Ramos Arizpe
The Municipality of Ramos Arizpe is a local governmental jurisdiction in the Mexican state of Coahuila, centered on the industrial city of Ramos Arizpe and encompassing its surrounding communities and rural areas.
D. municipality of Aguascalientes
The municipality of Aguascalientes is an administrative division in central Mexico that includes the city of Aguascalientes, a major regional center known for its industry, culture, and annual San Marcos Fair.
E. Municipality of Morelia
The Municipality of Morelia is an administrative division in the Mexican state of Michoacán that encompasses the city of Morelia and its surrounding communities, overseeing local governance and public services.
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_69d86da686e4819097cbf3b1fc2d881d`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e1567ff9e48190b73cb101fc3f7b2b`	completed	April 16, 2026, 9:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffb05d1fb481909b42bea774a15c70`	completed	May 9, 2026, 10:08 p.m.
NEDg	Description generation	`batch_69ffb0cfac808190b32bb25659603fb4`	completed	May 9, 2026, 10:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffb15b987c8190ae9c96f15fc55b27`	completed	May 9, 2026, 10:12 p.m.

Created at: April 10, 2026, 4:52 a.m.