Triple

T19431394
Position Surface form Disambiguated ID Type / Status
Subject Valenciennes tramway E486120 entity
Predicate fareSystem P395 FINISHED
Object Transvilles fare network
Transvilles fare network is the integrated ticketing and pricing system used for public transportation services in and around Valenciennes, France.
 E1375438 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: Transvilles fare network | Statement: [Valenciennes tramway, fareSystem, Transvilles fare network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transvilles fare network
Context triple: [Valenciennes tramway, fareSystem, Transvilles fare network]
  • A. Orléans tramway
    The Orléans tramway is a modern light rail system serving the city of Orléans, France, providing efficient urban and suburban public transportation.
  • B. 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.
  • C. Le Mans tramway
    The Le Mans tramway is a modern light rail system serving the city of Le Mans, France, providing urban public transportation across key districts and connecting major hubs.
  • 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. Metz urban transport network
    The Metz urban transport network is the public transit system serving the city of Metz and its surrounding metropolitan area in northeastern France, operating buses and related 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: Transvilles fare network
Triple: [Valenciennes tramway, fareSystem, Transvilles fare network]
Generated description
Transvilles fare network is the integrated ticketing and pricing system used for public transportation services in and around Valenciennes, France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Transvilles fare network
Target entity description: Transvilles fare network is the integrated ticketing and pricing system used for public transportation services in and around Valenciennes, France.
  • A. Orléans tramway
    The Orléans tramway is a modern light rail system serving the city of Orléans, France, providing efficient urban and suburban public transportation.
  • B. 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.
  • C. Le Mans tramway
    The Le Mans tramway is a modern light rail system serving the city of Le Mans, France, providing urban public transportation across key districts and connecting major hubs.
  • 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. Metz urban transport network
    The Metz urban transport network is the public transit system serving the city of Metz and its surrounding metropolitan area in northeastern France, operating buses and related services.
  • 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_69d8e8d688f881909c85104a62e09d8a completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6335b4e388190913ded15ad165b7b completed April 20, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733db04a481909405391fdb2eee32 completed May 15, 2026, 2:55 p.m.
NEDg Description generation batch_6a0734c0a8588190904537467c581442 completed May 15, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_6a073545b2e48190a8cb78cb25785017 completed May 15, 2026, 3:01 p.m.
Created at: April 10, 2026, 1:37 p.m.