Triple

T13117710
Position Surface form Disambiguated ID Type / Status
Subject Limeira E311137 entity
Predicate roadConnection P385 FINISHED
Object Limeira–Piracicaba Highway (SP-147)
The Limeira–Piracicaba Highway (SP-147) is a state highway in São Paulo, Brazil, that links the cities of Limeira and Piracicaba and serves as an important regional transportation corridor.
E1022270 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: Limeira–Piracicaba Highway (SP-147) | Statement: [Limeira, roadConnection, Limeira–Piracicaba Highway (SP-147)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Limeira–Piracicaba Highway (SP-147)
Context triple: [Limeira, roadConnection, Limeira–Piracicaba Highway (SP-147)]
  • 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. 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.
  • C. BR-040 highway
    BR-040 highway is a major Brazilian federal road that links Rio de Janeiro to Brasília and extends toward the state of Minas Gerais, serving as a key corridor for passenger and freight transport.
  • D. Rodovia Mogi-Bertioga
    Rodovia Mogi-Bertioga is a Brazilian highway in the state of São Paulo that links the coastal city of Bertioga to the inland municipality of Mogi das Cruzes, crossing the Serra do Mar mountain range.
  • E. 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.
  • 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: Limeira–Piracicaba Highway (SP-147)
Triple: [Limeira, roadConnection, Limeira–Piracicaba Highway (SP-147)]
Generated description
The Limeira–Piracicaba Highway (SP-147) is a state highway in São Paulo, Brazil, that links the cities of Limeira and Piracicaba and serves as an important regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Limeira–Piracicaba Highway (SP-147)
Target entity description: The Limeira–Piracicaba Highway (SP-147) is a state highway in São Paulo, Brazil, that links the cities of Limeira and Piracicaba and serves as an important regional transportation corridor.
  • 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. 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.
  • C. BR-040 highway
    BR-040 highway is a major Brazilian federal road that links Rio de Janeiro to Brasília and extends toward the state of Minas Gerais, serving as a key corridor for passenger and freight transport.
  • D. Rodovia Mogi-Bertioga
    Rodovia Mogi-Bertioga is a Brazilian highway in the state of São Paulo that links the coastal city of Bertioga to the inland municipality of Mogi das Cruzes, crossing the Serra do Mar mountain range.
  • E. 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.
  • 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_69f6e284c3c881909d65e2ba89fbe7af completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e383dd8c8190872304c99b753152 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e47b052c8190a6f6ca5a6bd210f5 completed May 3, 2026, 6 a.m.
Created at: April 9, 2026, 9:06 p.m.