Triple
T2163682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Curitiba BRT system |
E46858
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object | Urbanização de Curitiba S.A. (URBS) |
E115698
|
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: Urbanização de Curitiba S.A. (URBS) | Statement: [Curitiba BRT system, operator, Urbanização de Curitiba S.A. (URBS)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Urbanização de Curitiba S.A. (URBS) Context triple: [Curitiba BRT system, operator, Urbanização de Curitiba S.A. (URBS)]
-
A.
Uberlândia
Uberlândia is a major commercial and logistics hub in the Brazilian state of Minas Gerais, known for its agribusiness, services sector, and strategic location in the country's Southeast.
-
B.
Curitiba
chosen
Curitiba is the capital and largest city of the Brazilian state of Paraná, known for its innovative urban planning, extensive public transportation system, and high quality of life.
-
C.
Kutaisi urban area
Kutaisi urban area is the metropolitan region centered on Kutaisi, one of Georgia’s largest and historically significant cities in the western part of the country.
-
D.
São Caetano do Sul, Brazil
São Caetano do Sul is a highly industrialized and affluent city in the São Paulo metropolitan area of Brazil, known for its strong automotive manufacturing sector.
-
E.
Municipal Chamber of Rio de Janeiro
The Municipal Chamber of Rio de Janeiro is the city’s legislative council responsible for creating, debating, and approving local laws and overseeing the municipal executive branch.
- 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_69a88a184cbc8190877791f6552c2484 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe8d105c819098371c35c88873dc |
completed | March 7, 2026, 5:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58ee18ac81909f02e2c87000365b |
completed | March 9, 2026, 5:21 a.m. |
Created at: March 4, 2026, 7:45 p.m.