Triple

T22995481
Position Surface form Disambiguated ID Type / Status
Subject Recife public transport network E572176 entity
Predicate hasComponent P35 FINISHED
Object Recife bus network
The Recife bus network is the city’s primary surface public transit system, connecting urban and metropolitan areas through an extensive network of bus routes.
E572176 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: Recife bus network | Statement: [Recife public transport network, hasComponent, Recife bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Recife bus network
Context triple: [Recife public transport network, hasComponent, Recife bus network]
  • A. Recife public transport network
    The Recife public transport network is an integrated system of buses, metro lines, and related services that connects neighborhoods across the city of Recife and its metropolitan region in northeastern Brazil.
  • B. Metrô do Recife
    Metrô do Recife is the urban rail transit system serving the metropolitan area of Recife, Brazil.
  • 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. Brasília public transport network
    The Brasília public transport network is an integrated system of buses and other transit services designed to connect the planned capital’s residential superblocks, commercial sectors, and monumental core.
  • E. São Paulo bus system
    The São Paulo bus system is an extensive urban public transportation network of buses that serves the city of São Paulo and integrates with its metro and train services.
  • 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: Recife bus network
Triple: [Recife public transport network, hasComponent, Recife bus network]
Generated description
The Recife bus network is the city’s primary surface public transit system, connecting urban and metropolitan areas through an extensive network of bus routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Recife bus network
Target entity description: The Recife bus network is the city’s primary surface public transit system, connecting urban and metropolitan areas through an extensive network of bus routes.
  • A. Recife public transport network chosen
    The Recife public transport network is an integrated system of buses, metro lines, and related services that connects neighborhoods across the city of Recife and its metropolitan region in northeastern Brazil.
  • B. Metrô do Recife
    Metrô do Recife is the urban rail transit system serving the metropolitan area of Recife, Brazil.
  • 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. Brasília public transport network
    The Brasília public transport network is an integrated system of buses and other transit services designed to connect the planned capital’s residential superblocks, commercial sectors, and monumental core.
  • E. São Paulo bus system
    The São Paulo bus system is an extensive urban public transportation network of buses that serves the city of São Paulo and integrates with its metro and train services.
  • F. None of above.

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_69e245b535808190adef8a9df3c584db completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f182f25af48190a98b7baeec824ae6 completed April 29, 2026, 4:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bd37cd30c8190ae2fa99f18b59b94 completed May 19, 2026, 3:05 a.m.
NEDg Description generation batch_6a0bd43af7948190886a30522f3b6c8a completed May 19, 2026, 3:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0bd503b1588190979b9895327a3475 completed May 19, 2026, 3:12 a.m.
Created at: April 17, 2026, 3:50 p.m.