Triple

T2332157

Position	Surface form	Disambiguated ID	Type / Status
Subject	Colonia Federal, Tijuana	`E44225`	entity
Predicate	locatedInAdministrativeEntity	`P40`	FINISHED
Object	Municipality of Tijuana The Municipality of Tijuana is a major urban administrative division in the Mexican state of Baja California that encompasses the border city of Tijuana and its surrounding communities.	`E256912`	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 Tijuana | Statement: [Colonia Federal, Tijuana, locatedInAdministrativeEntity, Municipality of Tijuana]

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

Target entity: Municipality of Tijuana
Context triple: [Colonia Federal, Tijuana, locatedInAdministrativeEntity, Municipality of Tijuana]

A. Municipality of Mexicali
The Municipality of Mexicali is a major administrative region in the state of Baja California, Mexico, centered on the border city of Mexicali and known for its significant industrial, agricultural, and cross-border economic activity with the United States.
B. Municipality of Monterrey
The Municipality of Monterrey is the primary urban and administrative jurisdiction encompassing the city of Monterrey, the capital and largest metropolitan center of the Mexican state of Nuevo León.
C. Municipality of Ensenada
The Municipality of Ensenada is a large coastal municipality in Baja California, Mexico, encompassing the city of Ensenada and extensive surrounding rural and natural areas.
D. Municipality of Playas de Rosarito
The Municipality of Playas de Rosarito is a coastal Mexican municipality in the state of Baja California, known for its beaches, tourism, and proximity to the U.S.–Mexico border near Tijuana and San Diego.
E. Municipality of Tecate
The Municipality of Tecate is a Mexican municipal region in the state of Baja California, known for the city of Tecate, its namesake brewery, and its location in the borderlands east of Tijuana.
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 Tijuana
Triple: [Colonia Federal, Tijuana, locatedInAdministrativeEntity, Municipality of Tijuana]

Generated description

The Municipality of Tijuana is a major urban administrative division in the Mexican state of Baja California that encompasses the border city of Tijuana and its surrounding communities.

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

Target entity: Municipality of Tijuana
Target entity description: The Municipality of Tijuana is a major urban administrative division in the Mexican state of Baja California that encompasses the border city of Tijuana and its surrounding communities.

A. Municipality of Mexicali
The Municipality of Mexicali is a major administrative region in the state of Baja California, Mexico, centered on the border city of Mexicali and known for its significant industrial, agricultural, and cross-border economic activity with the United States.
B. Municipality of Monterrey
The Municipality of Monterrey is the primary urban and administrative jurisdiction encompassing the city of Monterrey, the capital and largest metropolitan center of the Mexican state of Nuevo León.
C. Municipality of Ensenada
The Municipality of Ensenada is a large coastal municipality in Baja California, Mexico, encompassing the city of Ensenada and extensive surrounding rural and natural areas.
D. Municipality of Playas de Rosarito
The Municipality of Playas de Rosarito is a coastal Mexican municipality in the state of Baja California, known for its beaches, tourism, and proximity to the U.S.–Mexico border near Tijuana and San Diego.
E. Municipality of Tecate
The Municipality of Tecate is a Mexican municipal region in the state of Baja California, known for the city of Tecate, its namesake brewery, and its location in the borderlands east of Tijuana.
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_69a889132b488190bbb43ad4780ddd92`	completed	March 4, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69abc66bd0f08190aad5f640cfa1c372`	completed	March 7, 2026, 6:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae89773c88819087a294d7c0f90f73`	completed	March 9, 2026, 8:48 a.m.
NEDg	Description generation	`batch_69ae8ae2ab7481909d265e56369f68e2`	completed	March 9, 2026, 8:54 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae8b6c553481908b2b7b1f880b814d`	completed	March 9, 2026, 8:57 a.m.

Created at: March 4, 2026, 7:51 p.m.