Triple

T22779529

Position	Surface form	Disambiguated ID	Type / Status
Subject	Municipal Government of Recife	`E563795`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Municipal secretariats of Recife The Municipal secretariats of Recife are specialized administrative departments that manage and implement public policies and services across key areas of the city’s local government.	`E563795`	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 secretariats of Recife | Statement: [Municipal Government of Recife, hasPart, Municipal secretariats of Recife]

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

Target entity: Municipal secretariats of Recife
Context triple: [Municipal Government of Recife, hasPart, Municipal secretariats of Recife]

A. municipal government of Recife
The municipal government of Recife is the local public administration responsible for managing the city’s services, urban planning, and policies in Recife, the capital of Brazil’s Pernambuco state.
B. municipality of Recife
The municipality of Recife is a major coastal city in northeastern Brazil, known for its historic colonial center, extensive waterways and bridges, and status as an important cultural and economic hub in the region.
C. Municipal Government of Maceió
The Municipal Government of Maceió is the local public administration responsible for managing city services, urban planning, and municipal policies in the capital of Alagoas, Brazil.
D. Municipal Government of Fortaleza
The Municipal Government of Fortaleza is the local public administration responsible for managing services, policies, and development in the city of Fortaleza, Brazil.
E. Municipal government of Aracaju
The Municipal government of Aracaju is the local public administration responsible for managing city services, urban planning, and municipal policies in Brazil’s capital of the state of Sergipe.
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 secretariats of Recife
Triple: [Municipal Government of Recife, hasPart, Municipal secretariats of Recife]

Generated description

The Municipal secretariats of Recife are specialized administrative departments that manage and implement public policies and services across key areas of the city’s local government.

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

Target entity: Municipal secretariats of Recife
Target entity description: The Municipal secretariats of Recife are specialized administrative departments that manage and implement public policies and services across key areas of the city’s local government.

A. municipal government of Recife chosen
The municipal government of Recife is the local public administration responsible for managing the city’s services, urban planning, and policies in Recife, the capital of Brazil’s Pernambuco state.
B. municipality of Recife
The municipality of Recife is a major coastal city in northeastern Brazil, known for its historic colonial center, extensive waterways and bridges, and status as an important cultural and economic hub in the region.
C. Municipal Government of Maceió
The Municipal Government of Maceió is the local public administration responsible for managing city services, urban planning, and municipal policies in the capital of Alagoas, Brazil.
D. Municipal Government of Fortaleza
The Municipal Government of Fortaleza is the local public administration responsible for managing services, policies, and development in the city of Fortaleza, Brazil.
E. Municipal government of Aracaju
The Municipal government of Aracaju is the local public administration responsible for managing city services, urban planning, and municipal policies in Brazil’s capital of the state of Sergipe.
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_69e24554497c819080b996e071de27c2`	completed	April 17, 2026, 2:36 p.m.
NER	Named-entity recognition	`batch_69f17b63d348819085668e3d9ac78ffa`	completed	April 29, 2026, 3:30 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0b982746dc819081bef45ea3004d32`	completed	May 18, 2026, 10:52 p.m.
NEDg	Description generation	`batch_6a0b993d9a488190905caa3596949da8`	completed	May 18, 2026, 10:57 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0b99e1e00c8190afb01377ee7aae88`	completed	May 18, 2026, 10:59 p.m.

Created at: April 17, 2026, 3:28 p.m.