Triple
T12838325
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sorocaba |
E306978
|
entity |
| Predicate | microregion |
P9956
|
FINISHED |
| Object | Sorocaba microregion |
E980119
|
NE FINISHED |
How this triple was built (2 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: Sorocaba microregion | Statement: [Sorocaba, microregion, Sorocaba microregion]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sorocaba microregion Context triple: [Sorocaba, microregion, Sorocaba microregion]
-
A.
Metropolitan Region of Sorocaba
chosen
The Metropolitan Region of Sorocaba is an officially designated metropolitan area in the state of São Paulo, Brazil, centered on the city of Sorocaba and encompassing several surrounding municipalities for integrated regional planning and development.
-
B.
Bragança Paulista region
The Bragança Paulista region is an area in the state of São Paulo, Brazil, centered around the city of Bragança Paulista and known for its growing urban development, services, and regional commerce.
-
C.
Mesoregion of Campinas
The Mesoregion of Campinas is an administrative and geographic region in the state of São Paulo, Brazil, centered around the city of Campinas and encompassing several surrounding municipalities.
-
D.
Itajaí microregion
The Itajaí microregion is an administrative and geographic subdivision in the state of Santa Catarina, Brazil, centered around the coastal city of Itajaí and known for its port, industry, and regional commerce.
-
E.
Mesoregion of Ribeirão Preto
The Mesoregion of Ribeirão Preto is an administrative and geographic region in the state of São Paulo, Brazil, centered around the city of Ribeirão Preto and encompassing several municipalities including Franca.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69f77f72e950819082326a8f84a8a260 |
completed | May 3, 2026, 5:01 p.m. |
Created at: April 9, 2026, 5:35 p.m.