Triple

T18580003
Position Surface form Disambiguated ID Type / Status
Subject Cap d’Agde E454084 entity
Predicate hasTransportation P105 FINISHED
Object Cap d’Agde railway station (nearby in Agde)
Cap d’Agde railway station (nearby in Agde) is a regional train station in the town of Agde in southern France that serves as a key rail access point for travelers to the seaside resort of Cap d’Agde.
 E1331800 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: Cap d’Agde railway station (nearby in Agde) | Statement: [Cap d’Agde, hasTransportation, Cap d’Agde railway station (nearby in Agde)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cap d’Agde railway station (nearby in Agde)
Context triple: [Cap d’Agde, hasTransportation, Cap d’Agde railway station (nearby in Agde)]
  • A. Parma railway station (nearby)
    Parma railway station is the main rail hub of Parma, Italy, providing regional and long-distance train connections and serving as a key access point to the city’s historic center and cultural landmarks.
  • B. Agde station
    Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
  • C. 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.
  • D. Valence-d'Agen station
    Valence-d'Agen station is a regional railway station in Valence-d'Agen, southwestern France, serving local and intercity train services.
  • E. Narbonne railway station
    Narbonne railway station is a major rail hub in southern France that serves regional and long-distance passenger trains, including high-speed TGV services.
  • 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: Cap d’Agde railway station (nearby in Agde)
Triple: [Cap d’Agde, hasTransportation, Cap d’Agde railway station (nearby in Agde)]
Generated description
Cap d’Agde railway station (nearby in Agde) is a regional train station in the town of Agde in southern France that serves as a key rail access point for travelers to the seaside resort of Cap d’Agde.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cap d’Agde railway station (nearby in Agde)
Target entity description: Cap d’Agde railway station (nearby in Agde) is a regional train station in the town of Agde in southern France that serves as a key rail access point for travelers to the seaside resort of Cap d’Agde.
  • A. Parma railway station (nearby)
    Parma railway station is the main rail hub of Parma, Italy, providing regional and long-distance train connections and serving as a key access point to the city’s historic center and cultural landmarks.
  • B. Agde station
    Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
  • C. 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.
  • D. Valence-d'Agen station
    Valence-d'Agen station is a regional railway station in Valence-d'Agen, southwestern France, serving local and intercity train services.
  • E. Narbonne railway station
    Narbonne railway station is a major rail hub in southern France that serves regional and long-distance passenger trains, including high-speed TGV services.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e543cf33288190bc2cd6b7befde944 completed April 19, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04f88cb7c881909911b2c28a72fcf6 completed May 13, 2026, 10:17 p.m.
NEDg Description generation batch_6a04f9fc493881909ba9159748d4f3fb completed May 13, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_6a04fad8daa88190961d643d30a52aa7 completed May 13, 2026, 10:27 p.m.
Created at: April 10, 2026, 11:43 a.m.