Triple

T16161329
Position Surface form Disambiguated ID Type / Status
Subject Toulouse public transport network E392186 entity
Predicate governedBy P46 FINISHED
Object Tisséo Collectivités
Tisséo Collectivités is the public transport authority responsible for planning, organizing, and overseeing urban and suburban transit services in the Toulouse metropolitan area.
 E1198125 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 Collectivités | Statement: [Toulouse public transport network, governedBy, Tisséo Collectivités]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tisséo Collectivités
Context triple: [Toulouse public transport network, governedBy, Tisséo Collectivités]
  • A. Tulle Agglo
    Tulle Agglo is an intercommunal structure in central France that groups Tulle and neighboring communes to coordinate local services and development.
  • B. Montesquieu intercommunality
    Montesquieu intercommunality is a French administrative structure that groups several neighboring communes to coordinate local services and development policies.
  • C. Carcassonne Agglo
    Carcassonne Agglo is an intercommunal urban community centered around the city of Carcassonne in southern France, coordinating local governance and development across multiple neighboring municipalities.
  • D. Société du Grand Paris
    Société du Grand Paris is a French public agency responsible for planning, financing, and overseeing the construction of the Grand Paris Express rapid transit network in the Paris metropolitan area.
  • E. Alès Agglomération
    Alès Agglomération is an intercommunal structure in southern France that groups together Alès and surrounding communes to coordinate regional development and public 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: Tisséo Collectivités
Triple: [Toulouse public transport network, governedBy, Tisséo Collectivités]
Generated description
Tisséo Collectivités is the public transport authority responsible for planning, organizing, and overseeing urban and suburban transit services in the Toulouse metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tisséo Collectivités
Target entity description: Tisséo Collectivités is the public transport authority responsible for planning, organizing, and overseeing urban and suburban transit services in the Toulouse metropolitan area.
  • A. Tulle Agglo
    Tulle Agglo is an intercommunal structure in central France that groups Tulle and neighboring communes to coordinate local services and development.
  • B. Montesquieu intercommunality
    Montesquieu intercommunality is a French administrative structure that groups several neighboring communes to coordinate local services and development policies.
  • C. Carcassonne Agglo
    Carcassonne Agglo is an intercommunal urban community centered around the city of Carcassonne in southern France, coordinating local governance and development across multiple neighboring municipalities.
  • D. Société du Grand Paris
    Société du Grand Paris is a French public agency responsible for planning, financing, and overseeing the construction of the Grand Paris Express rapid transit network in the Paris metropolitan area.
  • E. Alès Agglomération
    Alès Agglomération is an intercommunal structure in southern France that groups together Alès and surrounding communes to coordinate regional development and public 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e5f0cb48190aae995d88382e055 completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7b33f3481909fe856b8be7d9bcd completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff86a556c819096bc008e1ca76e8c completed May 10, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69fff926120081909f1042bf3a16ea10 completed May 10, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:02 a.m.