Triple

T10797502
Position Surface form Disambiguated ID Type / Status
Subject Gradignan E254747 entity
Predicate hasTransportConnection P845 FINISHED
Object Bordeaux bus network
The Bordeaux bus network is the public transportation system of Bordeaux and its surrounding metropolitan area, providing extensive bus services that connect suburbs like Gradignan to the city.
 E885642 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: Bordeaux bus network | Statement: [Gradignan, hasTransportConnection, Bordeaux bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bordeaux bus network
Context triple: [Gradignan, hasTransportConnection, Bordeaux bus network]
  • A. Bordeaux tramway network
    The Bordeaux tramway network is a modern light rail system serving the city of Bordeaux and its suburbs in southwestern France, known for its extensive coverage and ground-level power supply technology in the historic center.
  • B. Nantes bus network
    The Nantes bus network is the city’s extensive public transport system of bus routes that complements and interconnects with the tramway to serve Nantes and its surrounding areas.
  • C. Troyes local bus network
    The Troyes local bus network is the primary urban public transportation system serving the city of Troyes and its surrounding areas in northeastern France.
  • D. Nantes Busway
    Nantes Busway is a high-capacity bus rapid transit system in Nantes, France, designed to provide tram-like service with dedicated lanes and frequent operations.
  • E. Montpellier urban bus network
    The Montpellier urban bus network is the public transportation system of buses serving the city of Montpellier and its surrounding metropolitan area in southern France.
  • 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: Bordeaux bus network
Triple: [Gradignan, hasTransportConnection, Bordeaux bus network]
Generated description
The Bordeaux bus network is the public transportation system of Bordeaux and its surrounding metropolitan area, providing extensive bus services that connect suburbs like Gradignan to the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bordeaux bus network
Target entity description: The Bordeaux bus network is the public transportation system of Bordeaux and its surrounding metropolitan area, providing extensive bus services that connect suburbs like Gradignan to the city.
  • A. Bordeaux tramway network
    The Bordeaux tramway network is a modern light rail system serving the city of Bordeaux and its suburbs in southwestern France, known for its extensive coverage and ground-level power supply technology in the historic center.
  • B. Nantes bus network
    The Nantes bus network is the city’s extensive public transport system of bus routes that complements and interconnects with the tramway to serve Nantes and its surrounding areas.
  • C. Troyes local bus network
    The Troyes local bus network is the primary urban public transportation system serving the city of Troyes and its surrounding areas in northeastern France.
  • D. Nantes Busway
    Nantes Busway is a high-capacity bus rapid transit system in Nantes, France, designed to provide tram-like service with dedicated lanes and frequent operations.
  • E. Montpellier urban bus network
    The Montpellier urban bus network is the public transportation system of buses serving the city of Montpellier and its surrounding metropolitan area in southern France.
  • 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_69d6aa61c15c8190a1839550c56e75e1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d73333dc4081909faa40c10bce2735 completed April 9, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69de566352608190ab15e3a4b690c9a5 completed April 14, 2026, 2:59 p.m.
NEDg Description generation batch_69de5eae7ab88190a0c512cfe61e3458 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de60907e1081908405b6d71adbd388 completed April 14, 2026, 3:43 p.m.
Created at: April 8, 2026, 9:17 p.m.