Triple

T6060297
Position Surface form Disambiguated ID Type / Status
Subject Mamanguape E135016 entity
Predicate hasMunicipalGovernment P3291 FINISHED
Object Prefeitura Municipal de Mamanguape
Prefeitura Municipal de Mamanguape is the local government authority responsible for administering public services, policies, and development initiatives in the city of Mamanguape, Brazil.
 E567102 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: Prefeitura Municipal de Mamanguape | Statement: [Mamanguape, hasMunicipalGovernment, Prefeitura Municipal de Mamanguape]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Prefeitura Municipal de Mamanguape
Context triple: [Mamanguape, hasMunicipalGovernment, Prefeitura Municipal de Mamanguape]
  • A. 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.
  • B. Santa Marta de Penaguião Municipality
    Santa Marta de Penaguião Municipality is a local administrative region in northern Portugal, known for its wine production within the Douro Valley.
  • C. Maio Municipality
    Maio Municipality is a local government area encompassing the island of Maio in Cape Verde, responsible for its administrative and civic management.
  • D. Municipality of Belém
    The Municipality of Belém is the local government authority responsible for administering the city of Belém, the capital of the state of Pará in northern Brazil.
  • E. Borba Municipality
    Borba Municipality is a local administrative region in Portugal’s Alentejo area, known for its wine production and marble quarries.
  • 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: Prefeitura Municipal de Mamanguape
Triple: [Mamanguape, hasMunicipalGovernment, Prefeitura Municipal de Mamanguape]
Generated description
Prefeitura Municipal de Mamanguape is the local government authority responsible for administering public services, policies, and development initiatives in the city of Mamanguape, Brazil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Prefeitura Municipal de Mamanguape
Target entity description: Prefeitura Municipal de Mamanguape is the local government authority responsible for administering public services, policies, and development initiatives in the city of Mamanguape, Brazil.
  • A. 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.
  • B. Santa Marta de Penaguião Municipality
    Santa Marta de Penaguião Municipality is a local administrative region in northern Portugal, known for its wine production within the Douro Valley.
  • C. Maio Municipality
    Maio Municipality is a local government area encompassing the island of Maio in Cape Verde, responsible for its administrative and civic management.
  • D. Municipality of Belém
    The Municipality of Belém is the local government authority responsible for administering the city of Belém, the capital of the state of Pará in northern Brazil.
  • E. Borba Municipality
    Borba Municipality is a local administrative region in Portugal’s Alentejo area, known for its wine production and marble quarries.
  • 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_69c00878d06881909ee78e88913bf890 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0571e479c8190bec0e1439b4cf68f completed March 22, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d13627081908a4b1d758ecb8ddc completed March 23, 2026, 10:59 a.m.
NEDg Description generation batch_69c11da387dc819088fc37ea1c3daed8 completed March 23, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c11e5efd848190adb834e42b4bdc9e completed March 23, 2026, 11:05 a.m.
Created at: March 22, 2026, 4:10 p.m.