Triple
T13117708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limeira |
E311137
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Anhanguera Highway (SP-330)
Anhanguera Highway (SP-330) is a major Brazilian expressway in the state of São Paulo that serves as a key transportation corridor linking interior cities to the São Paulo metropolitan region.
|
E1047551
|
NE FINISHED |
How this triple was built (4 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 (SP-330) | Statement: [Limeira, roadConnection, Anhanguera Highway (SP-330)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anhanguera Highway (SP-330) Context triple: [Limeira, roadConnection, Anhanguera Highway (SP-330)]
-
A.
Rodovia Luiz de Queiroz (SP-304)
Rodovia Luiz de Queiroz (SP-304) is a major state highway in São Paulo, Brazil, that links the city of Santa Bárbara d'Oeste to other important urban centers in the region.
-
B.
BR-163 highway
BR-163 highway is a major Brazilian federal road that runs through the Amazon region, linking the interior agricultural areas to key river ports and export routes.
-
C.
Marginal Tietê expressway
The Marginal Tietê expressway is a major urban highway complex in São Paulo, Brazil, running alongside the Tietê River and serving as one of the city’s primary traffic arteries.
-
D.
Rodovia Transbrasiliana (BR-153)
Rodovia Transbrasiliana (BR-153) is a major federal highway in Brazil that runs north–south across the country, linking numerous states and cities and serving as an important corridor for long-distance transport and commerce.
-
E.
Castelo Branco Highway
Castelo Branco Highway is a major Brazilian expressway in the state of São Paulo that serves as a key route connecting the capital to cities in the interior.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Anhanguera Highway (SP-330) Triple: [Limeira, roadConnection, Anhanguera Highway (SP-330)]
Generated description
Anhanguera Highway (SP-330) is a major Brazilian expressway in the state of São Paulo that serves as a key transportation corridor linking interior cities to the São Paulo metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anhanguera Highway (SP-330) Target entity description: Anhanguera Highway (SP-330) is a major Brazilian expressway in the state of São Paulo that serves as a key transportation corridor linking interior cities to the São Paulo metropolitan region.
-
A.
Rodovia Luiz de Queiroz (SP-304)
Rodovia Luiz de Queiroz (SP-304) is a major state highway in São Paulo, Brazil, that links the city of Santa Bárbara d'Oeste to other important urban centers in the region.
-
B.
BR-163 highway
BR-163 highway is a major Brazilian federal road that runs through the Amazon region, linking the interior agricultural areas to key river ports and export routes.
-
C.
Marginal Tietê expressway
The Marginal Tietê expressway is a major urban highway complex in São Paulo, Brazil, running alongside the Tietê River and serving as one of the city’s primary traffic arteries.
-
D.
Rodovia Transbrasiliana (BR-153)
Rodovia Transbrasiliana (BR-153) is a major federal highway in Brazil that runs north–south across the country, linking numerous states and cities and serving as an important corridor for long-distance transport and commerce.
-
E.
Castelo Branco Highway
Castelo Branco Highway is a major Brazilian expressway in the state of São Paulo that serves as a key route connecting the capital to cities in the interior.
- F. None of above. chosen
Provenance (5 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98182011c8190a504678affbb7787 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75d7cfe24819096e8f4cd496a6fd7 |
completed | May 3, 2026, 2:36 p.m. |
| NEDg | Description generation | batch_69f7614fbe8c8190b4a32b129c64d6b0 |
completed | May 3, 2026, 2:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f761a9e7448190835cfff6a1ad6405 |
completed | May 3, 2026, 2:54 p.m. |
Created at: April 9, 2026, 9:06 p.m.