Triple

T16161316
Position Surface form Disambiguated ID Type / Status
Subject Toulouse public transport network E392186 entity
Predicate operator P179 FINISHED
Object Tisséo
Tisséo is the public transportation authority that manages and operates the metro, tram, and bus services in the Toulouse metropolitan area in France.
 E1198124 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 | Statement: [Toulouse public transport network, operator, Tisséo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tisséo
Context triple: [Toulouse public transport network, operator, Tisséo]
  • A. Tysso
    Tysso is a river in the municipality of Ulvik in western Norway, known for flowing through a scenic fjord landscape.
  • B. Lusser
    Lusser is a German surname most notably associated with engineer Robert Lusser, known for his contributions to aeronautics and reliability engineering.
  • C. Tortelier
    Tortelier is a French surname most prominently associated with the renowned 20th-century cellist and conductor Paul Tortelier.
  • D. Delapore
    Delapore is the ill-fated narrator of H. P. Lovecraft’s horror story "The Rats in the Walls," whose investigation of his ancestral estate uncovers a monstrous family secret that drives him to madness.
  • E. Haroche
    Haroche is a French surname most notably associated with Nobel Prize–winning physicist Serge Haroche.
  • 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
Triple: [Toulouse public transport network, operator, Tisséo]
Generated description
Tisséo is the public transportation authority that manages and operates the metro, tram, and bus services in the Toulouse metropolitan area in France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tisséo
Target entity description: Tisséo is the public transportation authority that manages and operates the metro, tram, and bus services in the Toulouse metropolitan area in France.
  • A. Tysso
    Tysso is a river in the municipality of Ulvik in western Norway, known for flowing through a scenic fjord landscape.
  • B. Lusser
    Lusser is a German surname most notably associated with engineer Robert Lusser, known for his contributions to aeronautics and reliability engineering.
  • C. Tortelier
    Tortelier is a French surname most prominently associated with the renowned 20th-century cellist and conductor Paul Tortelier.
  • D. Delapore
    Delapore is the ill-fated narrator of H. P. Lovecraft’s horror story "The Rats in the Walls," whose investigation of his ancestral estate uncovers a monstrous family secret that drives him to madness.
  • E. Haroche
    Haroche is a French surname most notably associated with Nobel Prize–winning physicist Serge Haroche.
  • 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.