Triple

T15283297
Position Surface form Disambiguated ID Type / Status
Subject Transilien line D E365326 entity
Predicate terminus P388 FINISHED
Object Villiers-le-Bel–Gonesse–Arnouville
Villiers-le-Bel–Gonesse–Arnouville is a suburban railway station in the northern Île-de-France region serving the communes of Villiers-le-Bel, Gonesse, and Arnouville.
E1148286 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: Villiers-le-Bel–Gonesse–Arnouville | Statement: [Transilien line D, terminus, Villiers-le-Bel–Gonesse–Arnouville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Villiers-le-Bel–Gonesse–Arnouville
Context triple: [Transilien line D, terminus, Villiers-le-Bel–Gonesse–Arnouville]
  • A. Créteil–L’Échat
    Créteil–L’Échat is a Paris Métro station in the southeastern suburb of Créteil, serving as part of the Line 8 extension beyond central Paris.
  • B. Chelles–Gournay
    Chelles–Gournay is a suburban railway station in the eastern Paris metropolitan area that serves as the outer terminus of RER line E.
  • C. Vaucresson
    Vaucresson is a suburban commune in the western outskirts of Paris, France, known for its residential character and green surroundings.
  • D. Champs-sur-Marne
    Champs-sur-Marne is a suburban commune in the eastern outskirts of Paris, France, known for its historic château and role as a hub for higher education and research institutions.
  • E. Chennevières-sur-Marne
    Chennevières-sur-Marne is a suburban commune in the Val-de-Marne department in the eastern outskirts of Paris, France, situated along the Marne River.
  • 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: Villiers-le-Bel–Gonesse–Arnouville
Triple: [Transilien line D, terminus, Villiers-le-Bel–Gonesse–Arnouville]
Generated description
Villiers-le-Bel–Gonesse–Arnouville is a suburban railway station in the northern Île-de-France region serving the communes of Villiers-le-Bel, Gonesse, and Arnouville.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Villiers-le-Bel–Gonesse–Arnouville
Target entity description: Villiers-le-Bel–Gonesse–Arnouville is a suburban railway station in the northern Île-de-France region serving the communes of Villiers-le-Bel, Gonesse, and Arnouville.
  • A. Créteil–L’Échat
    Créteil–L’Échat is a Paris Métro station in the southeastern suburb of Créteil, serving as part of the Line 8 extension beyond central Paris.
  • B. Chelles–Gournay
    Chelles–Gournay is a suburban railway station in the eastern Paris metropolitan area that serves as the outer terminus of RER line E.
  • C. Vaucresson
    Vaucresson is a suburban commune in the western outskirts of Paris, France, known for its residential character and green surroundings.
  • D. Champs-sur-Marne
    Champs-sur-Marne is a suburban commune in the eastern outskirts of Paris, France, known for its historic château and role as a hub for higher education and research institutions.
  • E. Chennevières-sur-Marne
    Chennevières-sur-Marne is a suburban commune in the Val-de-Marne department in the eastern outskirts of Paris, France, situated along the Marne River.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00e53c9588190a6cb61ac8805c706 completed April 15, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef798a588190981c77e6f4c6be78 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef1c3c054819096b1cf2e7887be49 completed May 9, 2026, 8:35 a.m.
NED2 Entity disambiguation (via description) batch_69fef24136c08190add6cbe1c6b2c0e2 completed May 9, 2026, 8:37 a.m.
Created at: April 10, 2026, 3:15 a.m.