Triple

T14028235
Position Surface form Disambiguated ID Type / Status
Subject Saint-Rémy-lès-Chevreuse E337518 entity
Predicate locatedOnTransportNetwork P8428 FINISHED
Object Transilien bus network
The Transilien bus network is a regional public transport system in the Île-de-France area that provides bus connections complementing the Transilien suburban rail services around Paris.
 E1079110 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: Transilien bus network | Statement: [Saint-Rémy-lès-Chevreuse, locatedOnTransportNetwork, Transilien bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transilien bus network
Context triple: [Saint-Rémy-lès-Chevreuse, locatedOnTransportNetwork, Transilien bus network]
  • A. 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.
  • B. Transilien
    Transilien is the suburban and regional rail network operated by SNCF that serves the Île-de-France (Greater Paris) area.
  • C. Transilien Line U
    Transilien Line U is a Paris suburban rail line operated by SNCF that connects La Défense to La Verrière via key stations such as Versailles-Chantiers.
  • D. Transilien Line A
    Transilien Line A is a suburban rail line in the Île-de-France region that serves as part of the Paris area commuter network operated by SNCF.
  • E. Transilien line D
    Transilien line D is a major commuter rail line in the Paris regional network, connecting northern and southern suburbs through central Paris as part of the Île-de-France public transport system.
  • 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: Transilien bus network
Triple: [Saint-Rémy-lès-Chevreuse, locatedOnTransportNetwork, Transilien bus network]
Generated description
The Transilien bus network is a regional public transport system in the Île-de-France area that provides bus connections complementing the Transilien suburban rail services around Paris.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Transilien bus network
Target entity description: The Transilien bus network is a regional public transport system in the Île-de-France area that provides bus connections complementing the Transilien suburban rail services around Paris.
  • A. 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.
  • B. Transilien
    Transilien is the suburban and regional rail network operated by SNCF that serves the Île-de-France (Greater Paris) area.
  • C. Transilien Line U
    Transilien Line U is a Paris suburban rail line operated by SNCF that connects La Défense to La Verrière via key stations such as Versailles-Chantiers.
  • D. Transilien Line A
    Transilien Line A is a suburban rail line in the Île-de-France region that serves as part of the Paris area commuter network operated by SNCF.
  • E. Transilien line D
    Transilien line D is a major commuter rail line in the Paris regional network, connecting northern and southern suburbs through central Paris as part of the Île-de-France public transport system.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2fa830ac81908cb7df7c9e81e42a completed April 14, 2026, 12:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd097814081909835aeed46aa4a59 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd1a64e348190bbada3c917e92281 completed May 7, 2026, 5:53 p.m.
NED2 Entity disambiguation (via description) batch_69fcd28c1f0c819083b934a6afd656bf completed May 7, 2026, 5:57 p.m.
Created at: April 9, 2026, 10:20 p.m.