Triple

T11894028
Position Surface form Disambiguated ID Type / Status
Subject Line 15–Silver E282989 entity
Predicate fareIntegrationWith P3494 FINISHED
Object SPTrans bus network
The SPTrans bus network is São Paulo’s extensive municipal bus system, managed by the city’s public transport authority and integrated with the broader urban transit network.
E952247 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: SPTrans bus network | Statement: [Line 15–Silver, fareIntegrationWith, SPTrans bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SPTrans bus network
Context triple: [Line 15–Silver, fareIntegrationWith, SPTrans bus network]
  • A. BRT TransOeste
    BRT TransOeste is a bus rapid transit corridor in Rio de Janeiro that connects Barra da Tijuca with western districts, providing high-capacity, segregated-lane public transportation.
  • B. BRT TransOlímpica
    BRT TransOlímpica is a bus rapid transit corridor in Rio de Janeiro that connects Barra da Tijuca with other key Olympic and urban areas to improve high-capacity public transportation.
  • C. BRT TransCarioca
    BRT TransCarioca is a bus rapid transit corridor in Rio de Janeiro that connects key neighborhoods and the international airport, improving high-capacity public transportation across the city.
  • D. ViaMobilidade lines
    ViaMobilidade lines are a set of privately operated urban rail and metro services in São Paulo that complement and interconnect with the city’s main commuter rail network.
  • E. Metro Bus
    Metro Bus is the primary public bus service network for Los Angeles County, providing extensive local and rapid transit across the region.
  • 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: SPTrans bus network
Triple: [Line 15–Silver, fareIntegrationWith, SPTrans bus network]
Generated description
The SPTrans bus network is São Paulo’s extensive municipal bus system, managed by the city’s public transport authority and integrated with the broader urban transit network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SPTrans bus network
Target entity description: The SPTrans bus network is São Paulo’s extensive municipal bus system, managed by the city’s public transport authority and integrated with the broader urban transit network.
  • A. BRT TransOeste
    BRT TransOeste is a bus rapid transit corridor in Rio de Janeiro that connects Barra da Tijuca with western districts, providing high-capacity, segregated-lane public transportation.
  • B. BRT TransOlímpica
    BRT TransOlímpica is a bus rapid transit corridor in Rio de Janeiro that connects Barra da Tijuca with other key Olympic and urban areas to improve high-capacity public transportation.
  • C. BRT TransCarioca
    BRT TransCarioca is a bus rapid transit corridor in Rio de Janeiro that connects key neighborhoods and the international airport, improving high-capacity public transportation across the city.
  • D. ViaMobilidade lines
    ViaMobilidade lines are a set of privately operated urban rail and metro services in São Paulo that complement and interconnect with the city’s main commuter rail network.
  • E. Metro Bus
    Metro Bus is the primary public bus service network for Los Angeles County, providing extensive local and rapid transit across the region.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8dd1172988190a2c13d37220f2f93 completed April 10, 2026, 11:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4180569ac81909137d56374e800c0 completed May 1, 2026, 3:03 a.m.
NEDg Description generation batch_69f41f1abaa481908b8a6873a07af848 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42283c4cc81909793834ef65d2514 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.