Triple

T13414744
Position Surface form Disambiguated ID Type / Status
Subject Saint-Florentin E313181 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object railway station Saint-Florentin–Vergigny
The railway station Saint-Florentin–Vergigny is a regional train station in north-central France serving the towns of Saint-Florentin and Vergigny on the national rail network.
 E1039351 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: railway station Saint-Florentin–Vergigny | Statement: [Saint-Florentin, hasTransportInfrastructure, railway station Saint-Florentin–Vergigny]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: railway station Saint-Florentin–Vergigny
Context triple: [Saint-Florentin, hasTransportInfrastructure, railway station Saint-Florentin–Vergigny]
  • A. Valmondois station
    Valmondois station is a railway terminus in Valmondois, France, serving as the endpoint of Île-de-France tram-train Line H services in the northern suburbs of Paris.
  • B. La Ferté-Milon station
    La Ferté-Milon station is a French railway station in La Ferté-Milon that serves as the endpoint of the Transilien Line P suburban services from Paris.
  • C. 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.
  • D. Vavin station
    Vavin station is a Paris Métro station serving the Montparnasse area on the Left Bank.
  • E. Vaucelles station
    Vaucelles station is a railway station serving the commune of Taverny in the northern suburbs of Paris, 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: railway station Saint-Florentin–Vergigny
Triple: [Saint-Florentin, hasTransportInfrastructure, railway station Saint-Florentin–Vergigny]
Generated description
The railway station Saint-Florentin–Vergigny is a regional train station in north-central France serving the towns of Saint-Florentin and Vergigny on the national rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: railway station Saint-Florentin–Vergigny
Target entity description: The railway station Saint-Florentin–Vergigny is a regional train station in north-central France serving the towns of Saint-Florentin and Vergigny on the national rail network.
  • A. Valmondois station
    Valmondois station is a railway terminus in Valmondois, France, serving as the endpoint of Île-de-France tram-train Line H services in the northern suburbs of Paris.
  • B. La Ferté-Milon station
    La Ferté-Milon station is a French railway station in La Ferté-Milon that serves as the endpoint of the Transilien Line P suburban services from Paris.
  • C. 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.
  • D. Vavin station
    Vavin station is a Paris Métro station serving the Montparnasse area on the Left Bank.
  • E. Vaucelles station
    Vaucelles station is a railway station serving the commune of Taverny in the northern suburbs of Paris, 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaeb6e904819098cc9153fd2feaf5 completed April 12, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7308095548190afb659b84f2775f2 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f73242a368819080ceda37583c0d7c completed May 3, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69f732b3ba748190b2a430300e798ed8 completed May 3, 2026, 11:34 a.m.
Created at: April 9, 2026, 9:39 p.m.