Triple

T1115615

Position	Surface form	Disambiguated ID	Type / Status
Subject	Consejo de Desarrollo de Tijuana	`E11092`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	municipal government of Tijuana The municipal government of Tijuana is the local public authority responsible for administering and providing services to the city of Tijuana, Baja California, Mexico.	`E128241`	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: municipal government of Tijuana | Statement: [Consejo de Desarrollo de Tijuana, collaboratesWith, municipal government of Tijuana]

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

Target entity: municipal government of Tijuana
Context triple: [Consejo de Desarrollo de Tijuana, collaboratesWith, municipal government of Tijuana]

A. Consejo de Desarrollo de Tijuana
Consejo de Desarrollo de Tijuana is a regional development council that promotes economic growth, urban planning, and cross-border collaboration in the Tijuana area.
B. Municipal government of Monterrey
The Municipal government of Monterrey is the local public administration responsible for managing city services, urban development, and local regulations in Monterrey, Mexico.
C. Municipal government of Guadalajara
The Municipal government of Guadalajara is the local public administration responsible for managing city services, urban planning, and governance in Guadalajara, Mexico.
D. 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.
E. 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.
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: municipal government of Tijuana
Triple: [Consejo de Desarrollo de Tijuana, collaboratesWith, municipal government of Tijuana]

Generated description

The municipal government of Tijuana is the local public authority responsible for administering and providing services to the city of Tijuana, Baja California, Mexico.

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

Target entity: municipal government of Tijuana
Target entity description: The municipal government of Tijuana is the local public authority responsible for administering and providing services to the city of Tijuana, Baja California, Mexico.

A. Consejo de Desarrollo de Tijuana
Consejo de Desarrollo de Tijuana is a regional development council that promotes economic growth, urban planning, and cross-border collaboration in the Tijuana area.
B. Municipal government of Monterrey
The Municipal government of Monterrey is the local public administration responsible for managing city services, urban development, and local regulations in Monterrey, Mexico.
C. Municipal government of Guadalajara
The Municipal government of Guadalajara is the local public administration responsible for managing city services, urban planning, and governance in Guadalajara, Mexico.
D. 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.
E. 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.
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_69a493252a648190ac48f8742474a5e8`	completed	March 1, 2026, 7:27 p.m.
NER	Named-entity recognition	`batch_69a4bba161e881908dcd1a66522abf5d`	completed	March 1, 2026, 10:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac539783188190896ab66306697b1c`	completed	March 7, 2026, 4:34 p.m.
NEDg	Description generation	`batch_69ac544fc41881908daff6b313622619`	completed	March 7, 2026, 4:37 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac5526679081909c9f7458bd316ff6`	completed	March 7, 2026, 4:41 p.m.

Created at: March 1, 2026, 7:43 p.m.