Triple
T9858977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ribeirão Preto |
E239657
|
entity |
| Predicate | isServedBy |
P1293
|
FINISHED |
| Object | Anhanguera Highway |
E298525
|
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: Anhanguera Highway | Statement: [Ribeirão Preto, isServedBy, Anhanguera Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anhanguera Highway Context triple: [Ribeirão Preto, isServedBy, Anhanguera Highway]
-
A.
Rodovia Anhanguera
chosen
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.
-
B.
Rodovia dos Bandeirantes
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.
-
C.
Rodovia Rio-Santos
Rodovia Rio-Santos is a scenic coastal highway in southeastern Brazil that links Rio de Janeiro to Santos, passing through numerous beach towns and Atlantic rainforest landscapes.
-
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.
Rodovia Hélio Smidt
Rodovia Hélio Smidt is a major access highway in the São Paulo metropolitan area that serves as the primary road link to São Paulo–Guarulhos International Airport.
- 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_69ca84e6493081909cf58c8d42ea856b |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb39b06b48190ab53ff00ff0513ca |
completed | April 2, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e43b2de881909e00f6701d1c7b54 |
completed | April 5, 2026, 4:25 a.m. |
Created at: March 30, 2026, 8:35 p.m.