Triple

T21017784

Position	Surface form	Disambiguated ID	Type / Status
Subject	Carlos Drummond de Andrade	`E517724`	entity
Predicate	employer	`P7`	FINISHED
Object	Ministry of Education and Health of Brazil The Ministry of Education and Health of Brazil was a former federal government body responsible for overseeing both national education policy and public health services before these areas were separated into distinct ministries.	`E1462609`	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: Ministry of Education and Health of Brazil | Statement: [Carlos Drummond de Andrade, employer, Ministry of Education and Health of Brazil]

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

Target entity: Ministry of Education and Health of Brazil
Context triple: [Carlos Drummond de Andrade, employer, Ministry of Education and Health of Brazil]

A. 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.
B. Ministry of Health (Brazil)
The Ministry of Health (Brazil) is the federal government body responsible for formulating and implementing national public health policies, including the Unified Health System (SUS), across Brazil.
C. Ministry of Integration and Regional Development of Brazil
The Ministry of Integration and Regional Development of Brazil is a federal government body responsible for formulating and implementing policies to reduce regional inequalities and promote balanced territorial development across the country.
D. Brazilian Ministry of Planning
The Brazilian Ministry of Planning is a federal government body responsible for formulating and coordinating Brazil’s national development, budgeting, and long-term economic planning policies.
E. Rio Branco Institute
The Rio Branco Institute is Brazil’s diplomatic academy responsible for training and preparing candidates for the country’s professional foreign service.
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: Ministry of Education and Health of Brazil
Triple: [Carlos Drummond de Andrade, employer, Ministry of Education and Health of Brazil]

Generated description

The Ministry of Education and Health of Brazil was a former federal government body responsible for overseeing both national education policy and public health services before these areas were separated into distinct ministries.

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

Target entity: Ministry of Education and Health of Brazil
Target entity description: The Ministry of Education and Health of Brazil was a former federal government body responsible for overseeing both national education policy and public health services before these areas were separated into distinct ministries.

A. 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.
B. Ministry of Health (Brazil)
The Ministry of Health (Brazil) is the federal government body responsible for formulating and implementing national public health policies, including the Unified Health System (SUS), across Brazil.
C. Ministry of Integration and Regional Development of Brazil
The Ministry of Integration and Regional Development of Brazil is a federal government body responsible for formulating and implementing policies to reduce regional inequalities and promote balanced territorial development across the country.
D. Brazilian Ministry of Planning
The Brazilian Ministry of Planning is a federal government body responsible for formulating and coordinating Brazil’s national development, budgeting, and long-term economic planning policies.
E. Rio Branco Institute
The Rio Branco Institute is Brazil’s diplomatic academy responsible for training and preparing candidates for the country’s professional foreign service.
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_69e0b50262b081909bc488937145eb73`	completed	April 16, 2026, 10:08 a.m.
NER	Named-entity recognition	`batch_69e6fc5a27f08190b26828a6a7b59f7c`	completed	April 21, 2026, 4:26 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a093b6544ec8190baa55bb07941a231`	completed	May 17, 2026, 3:52 a.m.
NEDg	Description generation	`batch_6a093f659a7c8190a10c41821dafacc4`	completed	May 17, 2026, 4:09 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0940e3b7988190b5400d16211aefcc`	completed	May 17, 2026, 4:15 a.m.

Created at: April 16, 2026, 1:54 p.m.