Triple

T19432468
Position Surface form Disambiguated ID Type / Status
Subject Municipal Government of Belo Horizonte E486148 entity
Predicate hasDepartment P35 FINISHED
Object Municipal Secretariat of Social Assistance of Belo Horizonte — NE NERFINISHED

How this triple was built (3 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 Secretariat of Social Assistance of Belo Horizonte | Statement: [Municipal Government of Belo Horizonte, hasDepartment, Municipal Secretariat of Social Assistance of Belo Horizonte]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Municipal Secretariat of Social Assistance of Belo Horizonte
Context triple: [Municipal Government of Belo Horizonte, hasDepartment, Municipal Secretariat of Social Assistance of Belo Horizonte]
  • A. Municipal Secretariat of Health of Belo Horizonte
    The Municipal Secretariat of Health of Belo Horizonte is the city’s public health authority responsible for planning, managing, and delivering healthcare services and policies within the municipality.
  • B. Municipal Chamber of Belo Horizonte
    The Municipal Chamber of Belo Horizonte is the city’s legislative council responsible for creating local laws, overseeing the municipal executive, and representing the interests of residents in Belo Horizonte, Brazil.
  • 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. Ministry of Cities of Brazil
    The Ministry of Cities of Brazil is a federal government body responsible for formulating and implementing national policies on urban development, housing, sanitation, and urban mobility.
  • E. Municipal Organic Law of Belo Horizonte
    The Municipal Organic Law of Belo Horizonte is the city’s fundamental legal charter that organizes its government structure, defines local powers and responsibilities, and regulates the relationship between municipal authorities and citizens.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Municipal Secretariat of Social Assistance of Belo Horizonte
Target entity description: The Municipal Secretariat of Social Assistance of Belo Horizonte is the city government body responsible for planning and implementing social welfare and assistance policies for vulnerable populations in Belo Horizonte, Brazil.
  • A. Municipal Secretariat of Health of Belo Horizonte
    The Municipal Secretariat of Health of Belo Horizonte is the city’s public health authority responsible for planning, managing, and delivering healthcare services and policies within the municipality.
  • B. Municipal Chamber of Belo Horizonte
    The Municipal Chamber of Belo Horizonte is the city’s legislative council responsible for creating local laws, overseeing the municipal executive, and representing the interests of residents in Belo Horizonte, Brazil.
  • 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. Ministry of Cities of Brazil
    The Ministry of Cities of Brazil is a federal government body responsible for formulating and implementing national policies on urban development, housing, sanitation, and urban mobility.
  • E. Municipal Organic Law of Belo Horizonte
    The Municipal Organic Law of Belo Horizonte is the city’s fundamental legal charter that organizes its government structure, defines local powers and responsibilities, and regulates the relationship between municipal authorities and citizens.
  • F. None of above. chosen

Provenance (2 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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6335c2d7481909a44b45d95492e02 completed April 20, 2026, 2:08 p.m.
Created at: April 10, 2026, 1:37 p.m.