Triple

T9224897
Position Surface form Disambiguated ID Type / Status
Subject Marly-le-Roi E221655 entity
Predicate hasTransport P1298 FINISHED
Object Marly-le-Roi–Ville-d’Avray railway station
Marly-le-Roi–Ville-d’Avray railway station is a suburban rail station in the western outskirts of Paris, serving the communes of Marly-le-Roi and Ville-d’Avray on the Transilien network.
 E785625 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: Marly-le-Roi–Ville-d’Avray railway station | Statement: [Marly-le-Roi, hasTransport, Marly-le-Roi–Ville-d’Avray railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marly-le-Roi–Ville-d’Avray railway station
Context triple: [Marly-le-Roi, hasTransport, Marly-le-Roi–Ville-d’Avray railway station]
  • A. Sèvres–Ville-d’Avray station
    Sèvres–Ville-d’Avray station is a suburban railway station in the western outskirts of Paris, serving the communes of Sèvres and Ville-d’Avray on the Transilien network.
  • B. Aigle railway station
    Aigle railway station is a key transport hub in the town of Aigle in the canton of Vaud, Switzerland, serving regional and intercity rail connections.
  • C. Gagny station
    Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
  • D. Viry-Châtillon station
    Viry-Châtillon station is a suburban railway station in the southern outskirts of Paris, France, serving the commune of Viry-Châtillon on the regional RER network.
  • E. Nid d'Aigle station
    Nid d'Aigle station is a high-altitude terminus of the Mont Blanc Tramway in the French Alps, serving as a popular starting point for mountaineers and hikers heading toward Mont Blanc.
  • 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: Marly-le-Roi–Ville-d’Avray railway station
Triple: [Marly-le-Roi, hasTransport, Marly-le-Roi–Ville-d’Avray railway station]
Generated description
Marly-le-Roi–Ville-d’Avray railway station is a suburban rail station in the western outskirts of Paris, serving the communes of Marly-le-Roi and Ville-d’Avray on the Transilien network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marly-le-Roi–Ville-d’Avray railway station
Target entity description: Marly-le-Roi–Ville-d’Avray railway station is a suburban rail station in the western outskirts of Paris, serving the communes of Marly-le-Roi and Ville-d’Avray on the Transilien network.
  • A. Sèvres–Ville-d’Avray station
    Sèvres–Ville-d’Avray station is a suburban railway station in the western outskirts of Paris, serving the communes of Sèvres and Ville-d’Avray on the Transilien network.
  • B. Aigle railway station
    Aigle railway station is a key transport hub in the town of Aigle in the canton of Vaud, Switzerland, serving regional and intercity rail connections.
  • C. Gagny station
    Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
  • D. Viry-Châtillon station
    Viry-Châtillon station is a suburban railway station in the southern outskirts of Paris, France, serving the commune of Viry-Châtillon on the regional RER network.
  • E. Nid d'Aigle station
    Nid d'Aigle station is a high-altitude terminus of the Mont Blanc Tramway in the French Alps, serving as a popular starting point for mountaineers and hikers heading toward Mont Blanc.
  • 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_69ca83ec8db08190a9110df8232885d2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccda9c71c4819089dcc3689f322529 completed April 1, 2026, 8:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69d066521f288190a54b1199284db7a4 completed April 4, 2026, 1:16 a.m.
NEDg Description generation batch_69d0678b89ac8190b807e1c3b457a503 completed April 4, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69d0688d4c388190bb024b03cc86d08f completed April 4, 2026, 1:25 a.m.
Created at: March 30, 2026, 7:28 p.m.