Triple
T12489495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Region of Campinas |
E298523
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object | Bandeirantes Highway |
E302151
|
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: Bandeirantes Highway | Statement: [Metropolitan Region of Campinas, hasTransportInfrastructure, Bandeirantes Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bandeirantes Highway Context triple: [Metropolitan Region of Campinas, hasTransportInfrastructure, Bandeirantes Highway]
-
A.
Rodovia dos Bandeirantes
chosen
Rodovia dos Bandeirantes is a major Brazilian highway in the state of São Paulo, known for its modern infrastructure and for connecting the São Paulo metropolitan area with key interior cities like Campinas.
-
B.
Rodovia Anhanguera
Rodovia Anhanguera is one of Brazil’s major highways in the state of São Paulo, serving as a key transportation corridor that connects the interior region, including cities like Campinas, to the São Paulo metropolitan area.
-
C.
Avenida Brasília
Avenida Brasília is a prominent waterfront avenue in Lisbon, Portugal, known for lining the Tagus River and providing access to major historic and cultural landmarks in the Belém district.
-
D.
Rodovia Tamoios
Rodovia Tamoios is a major highway in the state of São Paulo, Brazil, that links the Paraíba Valley region to the northern coast, serving as a key route for tourism and regional transport.
-
E.
Cândido Portinari Highway
Cândido Portinari Highway is a major Brazilian roadway in the state of São Paulo that connects important interior cities, including Ribeirão Preto, facilitating regional transport and commerce.
- 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_69d6ada377208190a36011199a4d8558 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94de1db9481909ddf70eb81cdb714 |
completed | April 10, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af43f2188190b0e78f22dc6ba3f8 |
completed | May 3, 2026, 2:13 a.m. |
Created at: April 8, 2026, 9:56 p.m.