Triple

T13014952
Position Surface form Disambiguated ID Type / Status
Subject Taubaté E322525 entity
Predicate governingBody P46 FINISHED
Object Municipal government of Taubaté
The Municipal government of Taubaté is the local public administration responsible for managing city services, urban planning, and municipal policies in Taubaté, Brazil.
E1015112 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 government of Taubaté | Statement: [Taubaté, governingBody, Municipal government of Taubaté]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Municipal government of Taubaté
Context triple: [Taubaté, governingBody, Municipal government of Taubaté]
  • A. Municipal government of Catanduva
    The Municipal government of Catanduva is the local administrative authority responsible for managing public services, urban planning, and governance within the city of Catanduva, Brazil.
  • B. Municipal government of Caieiras
    The Municipal government of Caieiras is the local public administration responsible for managing services, policies, and development within the city of Caieiras, Brazil.
  • C. Prefeitura de Taboão da Serra
    Prefeitura de Taboão da Serra is the municipal government and administrative authority responsible for managing public services, policies, and local governance in the city of Taboão da Serra, Brazil.
  • D. Municipal government of São Carlos
    The Municipal government of São Carlos is the local public administration responsible for managing the city’s executive and legislative functions, public services, and urban development policies.
  • E. Municipal government of Sorocaba
    The Municipal government of Sorocaba is the local public administration responsible for managing the city’s services, policies, and development in Sorocaba, 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 government of Taubaté
Triple: [Taubaté, governingBody, Municipal government of Taubaté]
Generated description
The Municipal government of Taubaté is the local public administration responsible for managing city services, urban planning, and municipal policies in Taubaté, Brazil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Municipal government of Taubaté
Target entity description: The Municipal government of Taubaté is the local public administration responsible for managing city services, urban planning, and municipal policies in Taubaté, Brazil.
  • A. Municipal government of Catanduva
    The Municipal government of Catanduva is the local administrative authority responsible for managing public services, urban planning, and governance within the city of Catanduva, Brazil.
  • B. Municipal government of Caieiras
    The Municipal government of Caieiras is the local public administration responsible for managing services, policies, and development within the city of Caieiras, Brazil.
  • C. Prefeitura de Taboão da Serra
    Prefeitura de Taboão da Serra is the municipal government and administrative authority responsible for managing public services, policies, and local governance in the city of Taboão da Serra, Brazil.
  • D. Municipal government of São Carlos
    The Municipal government of São Carlos is the local public administration responsible for managing the city’s executive and legislative functions, public services, and urban development policies.
  • E. Municipal government of Sorocaba
    The Municipal government of Sorocaba is the local public administration responsible for managing the city’s services, policies, and development in Sorocaba, 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ecd04748190ade2530ee5db35fe completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c11290e08190a41c162d47094203 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c20a1eb881908a28dc884c2005ef completed May 3, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f6c34dff148190bc016ea8fd88c9ad completed May 3, 2026, 3:38 a.m.
Created at: April 9, 2026, 8:50 p.m.