Triple

T18311958
Position Surface form Disambiguated ID Type / Status
Subject Balma-Gramont metro station E438648 entity
Predicate connectsTo P845 FINISHED
Object Tisséo bus network
The Tisséo bus network is the public bus system serving Toulouse and its metropolitan area in southwestern France, integrated with the city's metro and tram services.
E1316402 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: Tisséo bus network | Statement: [Balma-Gramont metro station, connectsTo, Tisséo bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tisséo bus network
Context triple: [Balma-Gramont metro station, connectsTo, Tisséo bus network]
  • A. Transilien bus network
    The Transilien bus network is a regional public transport system in the Île-de-France area that provides bus connections complementing the Transilien suburban rail services around Paris.
  • B. RATP bus network
    The RATP bus network is the extensive system of urban and suburban bus lines operated by the Paris public transport authority, serving Paris and its surrounding Île-de-France 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. Optile bus network
    The Optile bus network is a consortium of private bus operators providing suburban and interurban public transport services across the Île-de-France region surrounding Paris.
  • E. 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.
  • 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: Tisséo bus network
Triple: [Balma-Gramont metro station, connectsTo, Tisséo bus network]
Generated description
The Tisséo bus network is the public bus system serving Toulouse and its metropolitan area in southwestern France, integrated with the city's metro and tram services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tisséo bus network
Target entity description: The Tisséo bus network is the public bus system serving Toulouse and its metropolitan area in southwestern France, integrated with the city's metro and tram services.
  • A. Transilien bus network
    The Transilien bus network is a regional public transport system in the Île-de-France area that provides bus connections complementing the Transilien suburban rail services around Paris.
  • B. RATP bus network
    The RATP bus network is the extensive system of urban and suburban bus lines operated by the Paris public transport authority, serving Paris and its surrounding Île-de-France 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. Optile bus network
    The Optile bus network is a consortium of private bus operators providing suburban and interurban public transport services across the Île-de-France region surrounding Paris.
  • E. 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.
  • 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_69d8b916a2d081909e249e4902f6aad9 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50219cd548190b8da5f402d5da773 completed April 19, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb67638081908ccfc60c03eff94b completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bbda80748190b8e56fb77140ecb9 completed May 12, 2026, 11:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03bc589a548190b6226a104adea97e completed May 12, 2026, 11:48 p.m.
Created at: April 10, 2026, 10:36 a.m.