Triple

T8826038

Position	Surface form	Disambiguated ID	Type / Status
Subject	São José dos Campos	`E210016`	entity
Predicate	governingBody	`P46`	FINISHED
Object	Prefeitura Municipal de São José dos Campos Prefeitura Municipal de São José dos Campos is the local government authority responsible for administering public services, urban planning, and municipal policies in the city of São José dos Campos, Brazil.	`E760807`	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: Prefeitura Municipal de São José dos Campos | Statement: [São José dos Campos, governingBody, Prefeitura Municipal de São José dos Campos]

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

Target entity: Prefeitura Municipal de São José dos Campos
Context triple: [São José dos Campos, governingBody, Prefeitura Municipal de São José dos Campos]

A. São José dos Campos, Brazil
São José dos Campos, Brazil is a major industrial and technological hub in the state of São Paulo, known especially for its aerospace industry and research institutions.
B. Instituto Moreira Salles Paulista
Instituto Moreira Salles Paulista is a cultural center in São Paulo dedicated to photography, visual arts, cinema, literature, and music, offering exhibitions, events, and educational programs.
C. Municipal Government of Belo Horizonte
The Municipal Government of Belo Horizonte is the local public administration responsible for managing and providing services, infrastructure, and urban planning for the city of Belo Horizonte, Brazil.
D. Prefeitura Municipal de Bertioga
Prefeitura Municipal de Bertioga is the local government authority responsible for administering public services, urban planning, and municipal policies in the coastal city of Bertioga, São Paulo, Brazil.
E. Museu da Cidade de Campinas
The Museu da Cidade de Campinas is a municipal museum in Campinas, Brazil, dedicated to preserving and showcasing the city’s historical, cultural, and urban development heritage.
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: Prefeitura Municipal de São José dos Campos
Triple: [São José dos Campos, governingBody, Prefeitura Municipal de São José dos Campos]

Generated description

Prefeitura Municipal de São José dos Campos is the local government authority responsible for administering public services, urban planning, and municipal policies in the city of São José dos Campos, Brazil.

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

Target entity: Prefeitura Municipal de São José dos Campos
Target entity description: Prefeitura Municipal de São José dos Campos is the local government authority responsible for administering public services, urban planning, and municipal policies in the city of São José dos Campos, Brazil.

A. São José dos Campos, Brazil
São José dos Campos, Brazil is a major industrial and technological hub in the state of São Paulo, known especially for its aerospace industry and research institutions.
B. Instituto Moreira Salles Paulista
Instituto Moreira Salles Paulista is a cultural center in São Paulo dedicated to photography, visual arts, cinema, literature, and music, offering exhibitions, events, and educational programs.
C. Municipal Government of Belo Horizonte
The Municipal Government of Belo Horizonte is the local public administration responsible for managing and providing services, infrastructure, and urban planning for the city of Belo Horizonte, Brazil.
D. Prefeitura Municipal de Bertioga
Prefeitura Municipal de Bertioga is the local government authority responsible for administering public services, urban planning, and municipal policies in the coastal city of Bertioga, São Paulo, Brazil.
E. Museu da Cidade de Campinas
The Museu da Cidade de Campinas is a municipal museum in Campinas, Brazil, dedicated to preserving and showcasing the city’s historical, cultural, and urban development heritage.
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_69ca8365b28081909e48e45e95dfc405`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc60332d208190972a8b03fbd760ee`	completed	April 1, 2026, midnight
NED1	Entity disambiguation (via context triple)	`batch_69cf894902588190adb60140c64561f6`	completed	April 3, 2026, 9:32 a.m.
NEDg	Description generation	`batch_69cf8a8c87dc81909d5c0d769341b17c`	completed	April 3, 2026, 9:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf8b79a0b48190a29491f5f8f81217`	completed	April 3, 2026, 9:42 a.m.

Created at: March 30, 2026, 6:46 p.m.