Triple

T16838118
Position Surface form Disambiguated ID Type / Status
Subject Place de la Liberté E409335 entity
Predicate hasTransportationConnection P1298 FINISHED
Object Toulon public transport network
The Toulon public transport network is the integrated system of buses, boats, and other transit services that connects the city of Toulon and its surrounding metropolitan area in southeastern France.
 E1237464 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: Toulon public transport network | Statement: [Place de la Liberté, hasTransportationConnection, Toulon public transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toulon public transport network
Context triple: [Place de la Liberté, hasTransportationConnection, Toulon public transport network]
  • A. Toulouse public transport network
    The Toulouse public transport network is the integrated system of metro lines, trams, buses, and related services that provides urban and suburban mobility across the Toulouse metropolitan area in southwestern France.
  • B. Clermont-Ferrand public transport network
    The Clermont-Ferrand public transport network is the urban transit system serving Clermont-Ferrand and its surrounding area, providing bus and tram services across the metropolitan region.
  • C. Marseille public bus network
    The Marseille public bus network is the city’s primary system of urban bus routes, connecting neighborhoods, key public institutions, and surrounding areas across the Marseille metropolitan area.
  • D. Lyon urban transport network
    The Lyon urban transport network is the integrated public transit system serving the Lyon metropolitan area, encompassing metro, tram, bus, and regional rail services.
  • E. Toulouse Metro
    The Toulouse Metro is a rapid transit system serving the city of Toulouse, France, featuring automated lines that connect key urban and suburban areas.
  • 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: Toulon public transport network
Triple: [Place de la Liberté, hasTransportationConnection, Toulon public transport network]
Generated description
The Toulon public transport network is the integrated system of buses, boats, and other transit services that connects the city of Toulon and its surrounding metropolitan area in southeastern France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toulon public transport network
Target entity description: The Toulon public transport network is the integrated system of buses, boats, and other transit services that connects the city of Toulon and its surrounding metropolitan area in southeastern France.
  • A. Toulouse public transport network
    The Toulouse public transport network is the integrated system of metro lines, trams, buses, and related services that provides urban and suburban mobility across the Toulouse metropolitan area in southwestern France.
  • B. Clermont-Ferrand public transport network
    The Clermont-Ferrand public transport network is the urban transit system serving Clermont-Ferrand and its surrounding area, providing bus and tram services across the metropolitan region.
  • C. Marseille public bus network
    The Marseille public bus network is the city’s primary system of urban bus routes, connecting neighborhoods, key public institutions, and surrounding areas across the Marseille metropolitan area.
  • D. Lyon urban transport network
    The Lyon urban transport network is the integrated public transit system serving the Lyon metropolitan area, encompassing metro, tram, bus, and regional rail services.
  • E. Toulouse Metro
    The Toulouse Metro is a rapid transit system serving the city of Toulouse, France, featuring automated lines that connect key urban and suburban areas.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b34ed7d48190a5f8d9f03a332a22 completed April 18, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb15c9f48190a4d73bb08a15beb4 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bc4cdf8481909ad45b9c66234c9b completed May 10, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_6a00bcfcb434819092b85ce1debb9be8 completed May 10, 2026, 5:14 p.m.
Created at: April 10, 2026, 5:23 a.m.