Triple

T5028657
Position Surface form Disambiguated ID Type / Status
Subject Lyon-Gorge-de-Loup station E113239 entity
Predicate busNetwork P8428 FINISHED
Object TCL (Transports en Commun Lyonnais) E487675 NE FINISHED

How this triple was built (3 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: TCL (Transports en Commun Lyonnais) | Statement: [Lyon-Gorge-de-Loup station, busNetwork, TCL (Transports en Commun Lyonnais)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TCL (Transports en Commun Lyonnais)
Context triple: [Lyon-Gorge-de-Loup station, busNetwork, TCL (Transports en Commun Lyonnais)]
  • A. Transports en Commun Lyonnais chosen
    Transports en Commun Lyonnais is the public transportation authority and network serving the Lyon metropolitan area in France, operating trams, buses, metros, and funiculars.
  • B. Lyon Metro
    Lyon Metro is the rapid transit system serving the French city of Lyon and its suburbs, known for its rubber-tyred lines and integration with the city’s broader public transport network.
  • C. 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.
  • D. Transilien
    Transilien is the suburban and regional rail network operated by SNCF that serves the Île-de-France (Greater Paris) area.
  • E. RATP group
    RATP Group is a major French public transport operator that manages much of the Paris metro, tram, and bus networks and provides transit services internationally.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: busNetwork
Context triple: [Lyon-Gorge-de-Loup station, busNetwork, TCL (Transports en Commun Lyonnais)]
  • A. busSystemName
    Indicates that a bus system is identified or referred to by a specific name.
  • B. isPublicTransportBackboneOf
    Indicates that one transport system serves as the primary structural and functional core of a region’s overall public transportation network.
  • C. transportNetwork
    Indicates a relationship where infrastructure or services enable the movement of people or goods between different locations.
  • D. rapidTransitSystem
    Indicates a transportation relationship where people or goods are moved via a high-capacity, high-frequency public transit system designed for rapid travel over urban or regional routes.
  • E. partOfTransitSystem chosen
    Indicates that something is a component or segment within a larger transit or transportation system.
  • F. None of above.

Provenance (4 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_69bd443775e48190a646ffbfc4334723 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd738f2cc88190a03eebf19e407411 completed March 20, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb0ecf0d88190b459d9c29bfc005d completed March 21, 2026, 2:53 p.m.
PD Predicate disambiguation batch_69bd71509e9c8190a60c1d8d04936a12 completed March 20, 2026, 4:09 p.m.
Created at: March 20, 2026, 1:36 p.m.