Triple

T8947528
Position Surface form Disambiguated ID Type / Status
Subject Bilbao tram E213258 entity
Predicate connectsWith P37 FINISHED
Object Bilbao bus network
The Bilbao bus network is the city's primary system of urban and suburban bus routes that provides extensive public transportation coverage throughout Bilbao and its surrounding areas.
 E770889 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: Bilbao bus network | Statement: [Bilbao tram, connectsWith, Bilbao bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bilbao bus network
Context triple: [Bilbao tram, connectsWith, Bilbao bus network]
  • A. Bilbao commuter rail
    Bilbao commuter rail is a suburban rail network serving the metropolitan area of Bilbao, Spain, providing frequent regional connections that complement the city’s metro and tram systems.
  • B. Bilbao metro
    The Bilbao metro is a rapid transit system serving the city of Bilbao and its metropolitan area in Spain, known for its distinctive Norman Foster–designed stations and modern underground network.
  • C. Bilbao tram
    The Bilbao tram is a modern light rail system in Bilbao, Spain, providing convenient urban transport and connecting key locations such as the Guggenheim Museum Bilbao with other parts of the city.
  • D. Seville bus network
    The Seville bus network is the city's primary surface public transport system, consisting of extensive urban and suburban bus routes that complement the Seville Metro and connect neighborhoods with key commercial, residential, and tourist areas.
  • E. Barcelona bus network
    The Barcelona bus network is an extensive public transportation system of urban and interurban bus lines that complements the metro and other modes to provide comprehensive mobility across Barcelona and its metropolitan area.
  • 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: Bilbao bus network
Triple: [Bilbao tram, connectsWith, Bilbao bus network]
Generated description
The Bilbao bus network is the city's primary system of urban and suburban bus routes that provides extensive public transportation coverage throughout Bilbao and its surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bilbao bus network
Target entity description: The Bilbao bus network is the city's primary system of urban and suburban bus routes that provides extensive public transportation coverage throughout Bilbao and its surrounding areas.
  • A. Bilbao commuter rail
    Bilbao commuter rail is a suburban rail network serving the metropolitan area of Bilbao, Spain, providing frequent regional connections that complement the city’s metro and tram systems.
  • B. Bilbao metro
    The Bilbao metro is a rapid transit system serving the city of Bilbao and its metropolitan area in Spain, known for its distinctive Norman Foster–designed stations and modern underground network.
  • C. Bilbao tram
    The Bilbao tram is a modern light rail system in Bilbao, Spain, providing convenient urban transport and connecting key locations such as the Guggenheim Museum Bilbao with other parts of the city.
  • D. Seville bus network
    The Seville bus network is the city's primary surface public transport system, consisting of extensive urban and suburban bus routes that complement the Seville Metro and connect neighborhoods with key commercial, residential, and tourist areas.
  • E. Barcelona bus network
    The Barcelona bus network is an extensive public transportation system of urban and interurban bus lines that complements the metro and other modes to provide comprehensive mobility across Barcelona and its metropolitan area.
  • 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_69ca839843408190a39069a029a89f15 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66deb8ec819087a9c5eddd24c08a completed April 1, 2026, 12:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd099b2f48190b81d6747bad4b992 completed April 3, 2026, 2:37 p.m.
NEDg Description generation batch_69cfd193fdbc8190b49192327f698943 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd242590881909ca351c1040c76ef completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 6:59 p.m.