Triple

T13739894
Position Surface form Disambiguated ID Type / Status
Subject Vitry-le-François E330054 entity
Predicate hasTransport P1298 FINISHED
Object Vitry-le-François railway station
Vitry-le-François railway station is a regional train station in the Marne department of northeastern France, serving the town of Vitry-le-François and connecting it to the wider French rail network.
E1057694 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: Vitry-le-François railway station | Statement: [Vitry-le-François, hasTransport, Vitry-le-François railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vitry-le-François railway station
Context triple: [Vitry-le-François, hasTransport, Vitry-le-François railway station]
  • A. Meaux station
    Meaux station is a railway station in Meaux, France, serving as a key regional hub for commuter and regional train services northeast of Paris.
  • B. Versailles-Chantiers station
    Versailles-Chantiers station is a major railway hub in Versailles, France, serving regional and suburban train lines that connect the city to Paris and surrounding areas.
  • C. Villepinte station
    Villepinte station is a local railway stop in the commune of Villepinte in northern France, serving regional passenger rail services.
  • D. Troyes station
    Troyes station is the main railway station serving the city of Troyes in northeastern France, providing regional and intercity train connections.
  • E. Vitré station
    Vitré station is a key regional railway station in the town of Vitré in Brittany, France, serving as an important stop for passenger services between Paris and western France.
  • 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: Vitry-le-François railway station
Triple: [Vitry-le-François, hasTransport, Vitry-le-François railway station]
Generated description
Vitry-le-François railway station is a regional train station in the Marne department of northeastern France, serving the town of Vitry-le-François and connecting it to the wider French rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vitry-le-François railway station
Target entity description: Vitry-le-François railway station is a regional train station in the Marne department of northeastern France, serving the town of Vitry-le-François and connecting it to the wider French rail network.
  • A. Meaux station
    Meaux station is a railway station in Meaux, France, serving as a key regional hub for commuter and regional train services northeast of Paris.
  • B. Versailles-Chantiers station
    Versailles-Chantiers station is a major railway hub in Versailles, France, serving regional and suburban train lines that connect the city to Paris and surrounding areas.
  • C. Villepinte station
    Villepinte station is a local railway stop in the commune of Villepinte in northern France, serving regional passenger rail services.
  • D. Troyes station
    Troyes station is the main railway station serving the city of Troyes in northeastern France, providing regional and intercity train connections.
  • E. Vitré station
    Vitré station is a key regional railway station in the town of Vitré in Brittany, France, serving as an important stop for passenger services between Paris and western France.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de0206a4b88190a60914e2b43e54f9 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d6bce9881909209231f6dfcf9bf completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e7869648190ab0157bd0480b219 completed May 3, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f79f7216b08190800165d46172222c completed May 3, 2026, 7:18 p.m.
Created at: April 9, 2026, 9:55 p.m.