Triple

T15293398
Position Surface form Disambiguated ID Type / Status
Subject Saint-Sébastien-sur-Loire E365586 entity
Predicate hasTransport P1298 FINISHED
Object Tan bus network
The Tan bus network is the public transportation system serving the Nantes metropolitan area in western France, operating numerous bus routes that connect surrounding communes such as Saint-Sébastien-sur-Loire.
E1148737 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: Tan bus network | Statement: [Saint-Sébastien-sur-Loire, hasTransport, Tan bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tan bus network
Context triple: [Saint-Sébastien-sur-Loire, hasTransport, Tan bus network]
  • A. Dan bus network
    The Dan bus network is a major public bus operator serving the Tel Aviv metropolitan area and surrounding cities in Israel.
  • B. STAR bus network
    The STAR bus network is the primary public bus system serving Rennes and its metropolitan area in France.
  • C. TMB bus network
    The TMB bus network is Barcelona’s primary system of urban bus routes operated by Transports Metropolitans de Barcelona, providing extensive public transport coverage across the city and surrounding areas.
  • D. CTS bus network
    The CTS bus network is the public bus transportation system serving Strasbourg and its surrounding metropolitan area in northeastern France.
  • E. 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.
  • 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: Tan bus network
Triple: [Saint-Sébastien-sur-Loire, hasTransport, Tan bus network]
Generated description
The Tan bus network is the public transportation system serving the Nantes metropolitan area in western France, operating numerous bus routes that connect surrounding communes such as Saint-Sébastien-sur-Loire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tan bus network
Target entity description: The Tan bus network is the public transportation system serving the Nantes metropolitan area in western France, operating numerous bus routes that connect surrounding communes such as Saint-Sébastien-sur-Loire.
  • A. Dan bus network
    The Dan bus network is a major public bus operator serving the Tel Aviv metropolitan area and surrounding cities in Israel.
  • B. STAR bus network
    The STAR bus network is the primary public bus system serving Rennes and its metropolitan area in France.
  • C. TMB bus network
    The TMB bus network is Barcelona’s primary system of urban bus routes operated by Transports Metropolitans de Barcelona, providing extensive public transport coverage across the city and surrounding areas.
  • D. CTS bus network
    The CTS bus network is the public bus transportation system serving Strasbourg and its surrounding metropolitan area in northeastern France.
  • E. 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.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03682ea488190ac82fdbd0e855d34 completed April 16, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69feef7f2fc08190937226dad5fdc9c6 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef20cdf108190a871a862187b692d completed May 9, 2026, 8:36 a.m.
NED2 Entity disambiguation (via description) batch_69fef2763790819093f76786c5be01df completed May 9, 2026, 8:38 a.m.
Created at: April 10, 2026, 3:15 a.m.