Triple

T16332558
Position Surface form Disambiguated ID Type / Status
Subject Grenoble tramway E396589 entity
Predicate connectsWith P37 FINISHED
Object Grenoble bus network
The Grenoble bus network is the system of urban and suburban bus routes serving the Grenoble metropolitan area in southeastern France, complementing the city’s tramway and other public transport services.
E1207901 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: Grenoble bus network | Statement: [Grenoble tramway, connectsWith, Grenoble bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grenoble bus network
Context triple: [Grenoble tramway, connectsWith, Grenoble bus network]
  • A. Grenoble tramway
    The Grenoble tramway is a modern light rail network in Grenoble, France, that serves as a key component of the city’s public transportation system.
  • B. Lyon bus network
    The Lyon bus network is the extensive system of urban and suburban bus lines serving the city of Lyon and its metropolitan area as part of the broader TCL public transport network.
  • C. Lyon trolleybus network
    The Lyon trolleybus network is an electric public transport system in Lyon, France, operating trolleybuses on key urban routes as part of the city’s integrated transit network.
  • D. 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.
  • E. 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.
  • 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: Grenoble bus network
Triple: [Grenoble tramway, connectsWith, Grenoble bus network]
Generated description
The Grenoble bus network is the system of urban and suburban bus routes serving the Grenoble metropolitan area in southeastern France, complementing the city’s tramway and other public transport services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grenoble bus network
Target entity description: The Grenoble bus network is the system of urban and suburban bus routes serving the Grenoble metropolitan area in southeastern France, complementing the city’s tramway and other public transport services.
  • A. Grenoble tramway
    The Grenoble tramway is a modern light rail network in Grenoble, France, that serves as a key component of the city’s public transportation system.
  • B. Lyon bus network
    The Lyon bus network is the extensive system of urban and suburban bus lines serving the city of Lyon and its metropolitan area as part of the broader TCL public transport network.
  • C. Lyon trolleybus network
    The Lyon trolleybus network is an electric public transport system in Lyon, France, operating trolleybuses on key urban routes as part of the city’s integrated transit network.
  • D. 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.
  • E. 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.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2c4e0b1388190824b286e8452fb32 completed April 17, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a002613c0e88190b91da8eba683c864 completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0027854ce48190ad3fb09ecd7e2b9e completed May 10, 2026, 6:36 a.m.
NED2 Entity disambiguation (via description) batch_6a0029f138d88190bf240ca524d9ad0a completed May 10, 2026, 6:47 a.m.
Created at: April 10, 2026, 5:07 a.m.