Triple

T16289023
Position Surface form Disambiguated ID Type / Status
Subject Île-de-France fare system E395467 entity
Predicate includesProduct P3585 FINISHED
Object Tarif Solidarité Transport
Tarif Solidarité Transport is a reduced-fare scheme in the Île-de-France public transport network that provides discounted tickets and passes to eligible low-income and vulnerable passengers.
E1205166 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: Tarif Solidarité Transport | Statement: [Île-de-France fare system, includesProduct, Tarif Solidarité Transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tarif Solidarité Transport
Context triple: [Île-de-France fare system, includesProduct, Tarif Solidarité Transport]
  • A. Île-de-France fare system
    The Île-de-France fare system is the integrated public transport tariff network covering Paris and its surrounding region, coordinating ticketing and pricing across trains, metros, trams, and buses.
  • B. Toulouse public transport network
    The Toulouse public transport network is the integrated system of metro lines, trams, buses, and related services that provides urban and suburban mobility across the Toulouse metropolitan area in southwestern France.
  • C. Toulouse Metro
    The Toulouse Metro is a rapid transit system serving the city of Toulouse, France, featuring automated lines that connect key urban and suburban areas.
  • D. Réseau de transport d’Île-de-France
    Réseau de transport d’Île-de-France is the integrated public transit network serving the Paris metropolitan region, encompassing metro, RER, tram, bus, and regional rail services.
  • E. Île-de-France Mobilités
    Île-de-France Mobilités is the public agency responsible for organizing, coordinating, and funding public transportation services across the Paris metropolitan region.
  • 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: Tarif Solidarité Transport
Triple: [Île-de-France fare system, includesProduct, Tarif Solidarité Transport]
Generated description
Tarif Solidarité Transport is a reduced-fare scheme in the Île-de-France public transport network that provides discounted tickets and passes to eligible low-income and vulnerable passengers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tarif Solidarité Transport
Target entity description: Tarif Solidarité Transport is a reduced-fare scheme in the Île-de-France public transport network that provides discounted tickets and passes to eligible low-income and vulnerable passengers.
  • A. Île-de-France fare system
    The Île-de-France fare system is the integrated public transport tariff network covering Paris and its surrounding region, coordinating ticketing and pricing across trains, metros, trams, and buses.
  • B. Toulouse public transport network
    The Toulouse public transport network is the integrated system of metro lines, trams, buses, and related services that provides urban and suburban mobility across the Toulouse metropolitan area in southwestern France.
  • C. Toulouse Metro
    The Toulouse Metro is a rapid transit system serving the city of Toulouse, France, featuring automated lines that connect key urban and suburban areas.
  • D. Réseau de transport d’Île-de-France
    Réseau de transport d’Île-de-France is the integrated public transit network serving the Paris metropolitan region, encompassing metro, RER, tram, bus, and regional rail services.
  • E. Île-de-France Mobilités
    Île-de-France Mobilités is the public agency responsible for organizing, coordinating, and funding public transportation services across the Paris metropolitan region.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e249165af881908ce44c4517c93c12 completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001f94ede48190835e8a0c6f5d0f19 completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a002067aa708190bc2583c95ab133a4 completed May 10, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_6a00214a2a908190a11388a63de1f7af completed May 10, 2026, 6:10 a.m.
Created at: April 10, 2026, 5:05 a.m.