Triple

T19432465

Position	Surface form	Disambiguated ID	Type / Status
Subject	Municipal Government of Belo Horizonte	`E486148`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Municipal Secretariat of Education of Belo Horizonte The Municipal Secretariat of Education of Belo Horizonte is the city’s public agency responsible for planning, managing, and overseeing municipal education policies, schools, and educational programs.	`E486148`	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 Secretariat of Education of Belo Horizonte | Statement: [Municipal Government of Belo Horizonte, hasDepartment, Municipal Secretariat of Education of Belo Horizonte]

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

Target entity: Municipal Secretariat of Education of Belo Horizonte
Context triple: [Municipal Government of Belo Horizonte, hasDepartment, Municipal Secretariat of Education of Belo Horizonte]

A. 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.
B. Ministry of Education of Brazil
The Ministry of Education of Brazil is the federal government body responsible for formulating and implementing national education policies, overseeing public universities, and regulating the country’s education system.
C. BR-MG
BR-MG is the ISO 3166-2 code that designates the Brazilian state of Minas Gerais.
D. Municipal Chamber of Belém
The Municipal Chamber of Belém is the city’s legislative council responsible for creating local laws, overseeing the municipal executive, and representing the interests of residents in Belém, Brazil.
E. Universidade Tiradentes
Universidade Tiradentes is a private Brazilian university based in Aracaju, Sergipe, known for offering a wide range of undergraduate and graduate programs across diverse fields.
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 Secretariat of Education of Belo Horizonte
Triple: [Municipal Government of Belo Horizonte, hasDepartment, Municipal Secretariat of Education of Belo Horizonte]

Generated description

The Municipal Secretariat of Education of Belo Horizonte is the city’s public agency responsible for planning, managing, and overseeing municipal education policies, schools, and educational programs.

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

Target entity: Municipal Secretariat of Education of Belo Horizonte
Target entity description: The Municipal Secretariat of Education of Belo Horizonte is the city’s public agency responsible for planning, managing, and overseeing municipal education policies, schools, and educational programs.

A. Municipal Government of Belo Horizonte chosen
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.
B. Ministry of Education of Brazil
The Ministry of Education of Brazil is the federal government body responsible for formulating and implementing national education policies, overseeing public universities, and regulating the country’s education system.
C. BR-MG
BR-MG is the ISO 3166-2 code that designates the Brazilian state of Minas Gerais.
D. Municipal Chamber of Belém
The Municipal Chamber of Belém is the city’s legislative council responsible for creating local laws, overseeing the municipal executive, and representing the interests of residents in Belém, Brazil.
E. Universidade Tiradentes
Universidade Tiradentes is a private Brazilian university based in Aracaju, Sergipe, known for offering a wide range of undergraduate and graduate programs across diverse fields.
F. None of above.

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_69d8e8d7ad488190a3373045029b0f3b`	completed	April 10, 2026, 12:11 p.m.
NER	Named-entity recognition	`batch_69e6335c2d7481909a44b45d95492e02`	completed	April 20, 2026, 2:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0733db04a481909405391fdb2eee32`	completed	May 15, 2026, 2:55 p.m.
NEDg	Description generation	`batch_6a0734c0a8588190904537467c581442`	completed	May 15, 2026, 2:59 p.m.
NED2	Entity disambiguation (via description)	`batch_6a073545b2e48190a8cb78cb25785017`	completed	May 15, 2026, 3:01 p.m.

Created at: April 10, 2026, 1:37 p.m.