Triple
T19432469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Municipal Government of Belo Horizonte |
E486148
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Municipal Secretariat of Culture of Belo Horizonte
The Municipal Secretariat of Culture of Belo Horizonte is the city government body responsible for formulating, promoting, and managing cultural policies, programs, and institutions in Belo Horizonte, Brazil.
|
E1382111
|
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 Culture of Belo Horizonte | Statement: [Municipal Government of Belo Horizonte, hasDepartment, Municipal Secretariat of Culture of Belo Horizonte]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Municipal Secretariat of Culture of Belo Horizonte Context triple: [Municipal Government of Belo Horizonte, hasDepartment, Municipal Secretariat of Culture of Belo Horizonte]
-
A.
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.
-
B.
Municipal Secretariat of Finance of Belo Horizonte
The Municipal Secretariat of Finance of Belo Horizonte is the city government body responsible for managing municipal finances, including budgeting, revenue collection, and fiscal policy.
-
C.
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.
-
D.
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.
-
E.
Municipal Secretariat of Social Assistance of Belo Horizonte
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.
- 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 Culture of Belo Horizonte Triple: [Municipal Government of Belo Horizonte, hasDepartment, Municipal Secretariat of Culture of Belo Horizonte]
Generated description
The Municipal Secretariat of Culture of Belo Horizonte is the city government body responsible for formulating, promoting, and managing cultural policies, programs, and institutions in Belo Horizonte, Brazil.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Municipal Secretariat of Culture of Belo Horizonte Target entity description: The Municipal Secretariat of Culture of Belo Horizonte is the city government body responsible for formulating, promoting, and managing cultural policies, programs, and institutions in Belo Horizonte, Brazil.
-
A.
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.
-
B.
Municipal Secretariat of Finance of Belo Horizonte
The Municipal Secretariat of Finance of Belo Horizonte is the city government body responsible for managing municipal finances, including budgeting, revenue collection, and fiscal policy.
-
C.
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.
-
D.
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.
-
E.
Municipal Secretariat of Social Assistance of Belo Horizonte
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.
- 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_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_6a074e693c7c8190b7c524bc31898379 |
completed | May 15, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_6a074ffa3da48190badea6039822ddd6 |
completed | May 15, 2026, 4:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0750cfe42481909bf83cc488bcbae8 |
completed | May 15, 2026, 4:58 p.m. |
Created at: April 10, 2026, 1:37 p.m.