Triple
T12838334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sorocaba |
E306978
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
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.
|
E1004121
|
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 Sorocaba | Statement: [Sorocaba, governingBody, Municipal government of Sorocaba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Municipal government of Sorocaba Context triple: [Sorocaba, governingBody, Municipal government of Sorocaba]
-
A.
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.
-
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.
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.
-
D.
Municipal government of Suzano
The Municipal government of Suzano is the local public administration responsible for managing city services, implementing policies, and overseeing development within the municipality of Suzano, Brazil.
-
E.
Municipal government of Caxias do Sul
The Municipal government of Caxias do Sul is the local public administration responsible for managing services, policies, and development in the city of Caxias do Sul, 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 Sorocaba Triple: [Sorocaba, governingBody, Municipal government of Sorocaba]
Generated description
The Municipal government of Sorocaba is the local public administration responsible for managing the city’s services, policies, and development in Sorocaba, Brazil.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Municipal government of Sorocaba Target entity description: The Municipal government of Sorocaba is the local public administration responsible for managing the city’s services, policies, and development in Sorocaba, Brazil.
-
A.
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.
-
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.
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.
-
D.
Municipal government of Suzano
The Municipal government of Suzano is the local public administration responsible for managing city services, implementing policies, and overseeing development within the municipality of Suzano, Brazil.
-
E.
Municipal government of Caxias do Sul
The Municipal government of Caxias do Sul is the local public administration responsible for managing services, policies, and development in the city of Caxias do Sul, 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_69d7bdf52b94819096d6f0ba4ab50a98 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96ff11b4481909fb2f92c46186853 |
completed | April 10, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68edd30e881909062e8f91f614990 |
completed | May 2, 2026, 11:55 p.m. |
| NEDg | Description generation | batch_69f68f8d2ca08190a385635fb6130a9f |
completed | May 2, 2026, 11:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69033a66481908bf4ae23fced5983 |
completed | May 3, 2026, midnight |
Created at: April 9, 2026, 5:35 p.m.