Triple

T16073238
Position Surface form Disambiguated ID Type / Status
Subject Transilien Line H E389916 entity
Predicate network P2637 FINISHED
Object SNCF Transilien network
The SNCF Transilien network is the suburban and regional rail system serving the Île-de-France region around Paris, operated by France’s national railway company.
 E1197516 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: SNCF Transilien network | Statement: [Transilien Line H, network, SNCF Transilien network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SNCF Transilien network
Context triple: [Transilien Line H, network, SNCF Transilien network]
  • A. Transilien Paris–Nord suburban rail network
    The Transilien Paris–Nord suburban rail network is a regional commuter rail system operating from Paris Gare du Nord that connects the French capital with numerous northern and northwestern suburbs and towns in the Île-de-France region.
  • B. Transilien Paris–Saint-Lazare suburban rail network
    The Transilien Paris–Saint-Lazare suburban rail network is a regional commuter rail system radiating from Paris Saint-Lazare station, connecting Paris with numerous western and northwestern suburbs and towns in the Île-de-France region.
  • C. RER Vaud
    RER Vaud is a regional express rail network in the canton of Vaud, Switzerland, providing frequent commuter and regional train services connecting local towns and cities.
  • D. RER network
    The RER network is a rapid transit system of express suburban trains serving Paris and its surrounding metropolitan area, integrating both urban and regional rail services.
  • E. 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.
  • 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: SNCF Transilien network
Triple: [Transilien Line H, network, SNCF Transilien network]
Generated description
The SNCF Transilien network is the suburban and regional rail system serving the Île-de-France region around Paris, operated by France’s national railway company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SNCF Transilien network
Target entity description: The SNCF Transilien network is the suburban and regional rail system serving the Île-de-France region around Paris, operated by France’s national railway company.
  • A. Transilien Paris–Nord suburban rail network
    The Transilien Paris–Nord suburban rail network is a regional commuter rail system operating from Paris Gare du Nord that connects the French capital with numerous northern and northwestern suburbs and towns in the Île-de-France region.
  • B. Transilien Paris–Saint-Lazare suburban rail network
    The Transilien Paris–Saint-Lazare suburban rail network is a regional commuter rail system radiating from Paris Saint-Lazare station, connecting Paris with numerous western and northwestern suburbs and towns in the Île-de-France region.
  • C. RER Vaud
    RER Vaud is a regional express rail network in the canton of Vaud, Switzerland, providing frequent commuter and regional train services connecting local towns and cities.
  • D. RER network
    The RER network is a rapid transit system of express suburban trains serving Paris and its surrounding metropolitan area, integrating both urban and regional rail services.
  • E. 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.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183c0390c8190b0da263cccec14e5 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff798c2a48190b6eccd476a0a396f completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff8ecb3d08190b02275f6980e9f0d completed May 10, 2026, 3:18 a.m.
NED2 Entity disambiguation (via description) batch_69fff94cd32081908205ae383e58d148 completed May 10, 2026, 3:19 a.m.
Created at: April 10, 2026, 4:57 a.m.