Triple

T7195874

Position	Surface form	Disambiguated ID	Type / Status
Subject	Nogales, Sonora	`E168612`	entity
Predicate	governedBy	`P46`	FINISHED
Object	municipal government of Nogales, Sonora The municipal government of Nogales, Sonora is the local public administration responsible for managing city services, urban development, and community affairs in the border city of Nogales in northern Mexico.	`E649220`	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 Nogales, Sonora | Statement: [Nogales, Sonora, governedBy, municipal government of Nogales, Sonora]

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

Target entity: municipal government of Nogales, Sonora
Context triple: [Nogales, Sonora, governedBy, municipal government of Nogales, Sonora]

A. municipal government of Navojoa
The municipal government of Navojoa is the local public administration responsible for managing services, development, and regulations within the city and municipality of Navojoa in the Mexican state of Sonora.
B. Municipality of Hermosillo
The Municipality of Hermosillo is an administrative division in the state of Sonora, Mexico, encompassing the city of Hermosillo and its surrounding areas.
C. 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.
D. 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.
E. municipal government of Puerto Peñasco
The municipal government of Puerto Peñasco is the local public administration responsible for managing city services, urban development, and community affairs in the coastal municipality of Puerto Peñasco, Sonora, Mexico.
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 Nogales, Sonora
Triple: [Nogales, Sonora, governedBy, municipal government of Nogales, Sonora]

Generated description

The municipal government of Nogales, Sonora is the local public administration responsible for managing city services, urban development, and community affairs in the border city of Nogales in northern Mexico.

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

Target entity: municipal government of Nogales, Sonora
Target entity description: The municipal government of Nogales, Sonora is the local public administration responsible for managing city services, urban development, and community affairs in the border city of Nogales in northern Mexico.

A. municipal government of Navojoa
The municipal government of Navojoa is the local public administration responsible for managing services, development, and regulations within the city and municipality of Navojoa in the Mexican state of Sonora.
B. Municipality of Hermosillo
The Municipality of Hermosillo is an administrative division in the state of Sonora, Mexico, encompassing the city of Hermosillo and its surrounding areas.
C. 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.
D. 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.
E. municipal government of Puerto Peñasco
The municipal government of Puerto Peñasco is the local public administration responsible for managing city services, urban development, and community affairs in the coastal municipality of Puerto Peñasco, Sonora, Mexico.
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_69c68a5376748190bb500f03df86e93e`	completed	March 27, 2026, 1:46 p.m.
NER	Named-entity recognition	`batch_69c6e927709c81909edf6ee42fe7f833`	completed	March 27, 2026, 8:31 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7bfa14e1c8190968b207bef0c96a9`	completed	March 28, 2026, 11:46 a.m.
NEDg	Description generation	`batch_69c7c0a8985c8190894b28c9b733a205`	completed	March 28, 2026, 11:51 a.m.
NED2	Entity disambiguation (via description)	`batch_69c7c1352f8881909c3a7d03a5f2a5b1`	completed	March 28, 2026, 11:53 a.m.

Created at: March 27, 2026, 2:51 p.m.