Triple
T12838324
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sorocaba |
E306978
|
entity |
| Predicate | mesoregion |
P25757
|
FINISHED |
| Object | Macro Metropolitana Paulista |
E284201
|
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: Macro Metropolitana Paulista | Statement: [Sorocaba, mesoregion, Macro Metropolitana Paulista]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macro Metropolitana Paulista Context triple: [Sorocaba, mesoregion, Macro Metropolitana Paulista]
-
A.
São Paulo metropolitan area
chosen
The São Paulo metropolitan area is Brazil’s largest and most populous urban agglomeration, encompassing the city of São Paulo and numerous surrounding municipalities that form a major economic and cultural hub in Latin America.
-
B.
Central Zone of São Paulo
The Central Zone of São Paulo is the city’s core urban district, encompassing its historic center and serving as a major hub of commerce, culture, and transportation.
-
C.
Central region of São Paulo
The Central region of São Paulo is the historic urban core of São Paulo city, encompassing dense commercial districts and traditional neighborhoods such as Bela Vista.
-
D.
East Zone of São Paulo
The East Zone of São Paulo is a vast, densely populated region of the city known for its working-class neighborhoods, major transportation hubs, and significant cultural and commercial activity.
-
E.
West Zone of São Paulo
The West Zone of São Paulo is a major administrative and urban region of the city known for its mix of residential neighborhoods, universities, cultural institutions, and commercial centers.
- 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_69f68edd30e881909062e8f91f614990 |
completed | May 2, 2026, 11:55 p.m. |
Created at: April 9, 2026, 5:35 p.m.