Triple

T19974150
Position Surface form Disambiguated ID Type / Status
Subject La Ciotat E493643 entity
Predicate hasTransport P1298 FINISHED
Object La Ciotat railway station
La Ciotat railway station is a regional train station in the coastal town of La Ciotat in southern France, serving as a local stop on the Marseille–Toulon railway line.
 E1404210 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: La Ciotat railway station | Statement: [La Ciotat, hasTransport, La Ciotat railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: La Ciotat railway station
Context triple: [La Ciotat, hasTransport, La Ciotat railway station]
  • A. Cagnes-sur-Mer station
    Cagnes-sur-Mer station is a railway station in the coastal town of Cagnes-sur-Mer in southeastern France, serving regional train connections along the French Riviera.
  • B. Brignoles railway station
    Brignoles railway station is a regional train station serving the town of Brignoles in the Var department of southeastern France.
  • C. Golfe-Juan-Vallauris railway station
    Golfe-Juan-Vallauris railway station is a regional train station on the French Riviera serving the towns of Golfe-Juan and Vallauris in southeastern France.
  • D. Aix-en-Provence TGV station
    Aix-en-Provence TGV station is a high-speed railway station in southern France serving the city of Aix-en-Provence with TGV connections on the national high-speed network.
  • E. Carpentras railway station
    Carpentras railway station is a regional train station in the town of Carpentras in southeastern France, serving as a local hub for passenger rail connections in the Vaucluse department.
  • 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: La Ciotat railway station
Triple: [La Ciotat, hasTransport, La Ciotat railway station]
Generated description
La Ciotat railway station is a regional train station in the coastal town of La Ciotat in southern France, serving as a local stop on the Marseille–Toulon railway line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: La Ciotat railway station
Target entity description: La Ciotat railway station is a regional train station in the coastal town of La Ciotat in southern France, serving as a local stop on the Marseille–Toulon railway line.
  • A. Cagnes-sur-Mer station
    Cagnes-sur-Mer station is a railway station in the coastal town of Cagnes-sur-Mer in southeastern France, serving regional train connections along the French Riviera.
  • B. Brignoles railway station
    Brignoles railway station is a regional train station serving the town of Brignoles in the Var department of southeastern France.
  • C. Golfe-Juan-Vallauris railway station
    Golfe-Juan-Vallauris railway station is a regional train station on the French Riviera serving the towns of Golfe-Juan and Vallauris in southeastern France.
  • D. Aix-en-Provence TGV station
    Aix-en-Provence TGV station is a high-speed railway station in southern France serving the city of Aix-en-Provence with TGV connections on the national high-speed network.
  • E. Carpentras railway station
    Carpentras railway station is a regional train station in the town of Carpentras in southeastern France, serving as a local hub for passenger rail connections in the Vaucluse department.
  • 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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65bcb72048190aedb4f085ace0493 completed April 20, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07fdd7a0d08190b85dcc29c28eb7bd completed May 16, 2026, 5:17 a.m.
NEDg Description generation batch_6a07feb28eec81908a8e33a706cf9d9b completed May 16, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_6a07ff2e34608190a27995f6400c153a completed May 16, 2026, 5:22 a.m.
Created at: April 11, 2026, 3:23 p.m.